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Saturday, November 22, 2008

IDQ Flaw of Meaninglessness Representation In The Bible

Very little in the Bible can be understood as it is written. To be understood as relevant and applicable to today necessitates speculation, interpretation and pre-processing for general consumption. The Bible, as it is written, has become meaningless even though Church leaders try to speculate, interpret and derive meaning from it. Since Christian leaders don't agree, large portions of the data in the Bible is demonstrably meaningless which is a result of the Information and Data Quality flaw of "Meaningless Representation".

This Article is part seven of the series of articles applying Information and Data Quality (IDQ) Principles to the Bible. The purpose of the series is to show that the Bible is not a reliable or trustworthy source of information about God because it has problems from its origin identified in Information and Data Quality research as causing inaccuracy and unreliability. Links to the previous articles are listed below.

1. How Accurate is the Bible?
2. Applying Data and Information Quality Principles To The Bible
3. Applying IDQ Principles of Research To The Bible
4. Overview of IDQ Deficiencies Which Are Evident In Scripture
5. Jesus As God From IDQ Design Deficincies
6. "Son of Man" As Jesus From IDQ Deficiencies

A brief review of Meaningless Representation(1) follows.

Meaningless representation
When the information system contains superfluous information then it can lead to a situation where the Information System does not accurately represent (map back to) a real world state. For example this can occur by the use of too many descriptive terms, undefined terms or some minor addition to the story intended as an elaboration. Meaningless states can still represent Real World states properly, however it is not a good design in principle to include meaningless data if for no other reason than users may expend resources and make commitments based on the data only to later discover the data to be meaningless. For example, the ancient Greek historian Heroditus, while accurate to a large degree, is known to have exaggerated and to have uncritically included information from apparently unreliable sources.

Figure 1 illustrates this point by showing two instances of data represented by spheres in the column labeled RW (Real World) and three instances of Data in the D column. One instance of an information state is not represented by or does not map back to a real world state .

Figure 1





Operation Deficiencies - Garbling:
Meaningless State
In human terms, garbling occurs at the point of "consumption" or reading and interpretation. In Information Systems, it occurs at operation time or when the database is being accessed. Garbling occurs when a Real World state is incorrectly mapped to a wrong state in the Information System. There are two cases in which this occurs. If a meaningless state exists, then Real World mapping will be to a meaningless state, or the mapping might be to a meaningful but incorrect information state. This can occur as a result of inaccurate data entry or omissions of real world states at the creation or origin of the data. Analogous examples of this type of garbling are legends, folktales and the "Artistic License" of the author or originator.

Figure 2 illustrates this point by showing two instances of data represented by spheres in the column labeled RW (Real World) and three instances of Data in the D column. One instance of an information state is not represented by or does not map back to a real world state and a Real World state in incorrectly interpreted as being represented by the superfluous datum.

Figure 2





GENESIS 1-11 IS REGARDED BY SOME LIBERAL CHRISTIANS AND JEWS AS BEING METAPHORICAL
The terms "Divinely Revealed" and "Divinely Inspired" have no consensus therefore they are meaningless terms with respect to the Bible. Additionally, the Bible contradicts established knowledge about such things as the principles and laws of physics of the Universe and Biology. If the Bible was divinely revealed then the fact that its metaphorical should have been divinely revealed. If it was divinely inspired, what does that mean? There is no consensus so it is meaningless. Christianity is meaningless because of its ambiguity, sliding windows and moving goalposts of criteria and definitions. I heartily endorse every Christian to take up their Bible and read it two or three times cover to cover and THINK HARD about what it says. Use your own brain to figure out what it means. Don't let anyone do your thinking for you.

Below are a few lines starting at the beginning of the Bible to ask some critical questions and do some thoughtful elaboration. Please follow along in your Bible.

GENESIS
1:1. So where did God come from? If a creation is evidence of a creator, and if everything that exists is created, then if god exists, he is evidence of his creator or he is "a special case" with no precedent and no extra-biblical evidence or God is a result of apologetic "special pleading" fallacies.
1:2. Is similar to pre-existing Egyptian creation myths
1:3. Where did the light come from without suns? Some speculative "Pre-light"?
1:4. Darkness is the absence of light. To say that light and dark "can be separated" is meaningless.
1:5. This depends on Gen 1:4 being true so its meaningless as well.
1:6. The ancients thought there was as much water in the sky as on the earth somehow being prevented from falling.
1:7. Depends on Gen. 1:6 being true so its meaningless
1:8. Also depends on Gen. 1:6 being true so its meaningless as well.
1:9. This is similar to the pre-existing egyption creation myth of Atum creating a hill out of the watery chaos to become the Egyptian city of Heliopolis so he could stand and then have his temple built on it. The Bible neglects to mention that there is more water than land and there are more than one land mass, which makes it meaningless to "gather the water into one place so that land can appear".
1:10. God named the land and the sea. But that presumes there was and always has been one original language, when it is known that this cannot be true due to the variety of fundamental differences and mutually exclusive features of the languages of the world. Communication between members of a species is not unique to Human Beings. And should there have been an original language that God spoke, then to guarantee its preservation to this day would have been a reasonable and efficient way of guaranteeing the integrity of the Data recorded in the Bible.

As one goes line by line through the Bible elaborating and assessing the information contained within, its mythological character should become undeniable to most people. If we take the Bible to be 100% true when we start reading it, then as we go through it and find statements that we know to be false and we find statements whose truth depends on false statements, then we should reduce our percentage of belief with every fact shown to be false.

Below is an overview of some major but not all inclusive problems with the remaining chapters of Genesis up to chapter eleven. Why is Genesis important? Because it lays the foundation for the human necessity of redemption by way of the Human Sacrifice of Jesus on the Cross.

GENESIS 1 continued
* Genesis 1:1-25 Is An Amalgam of Near Eastern Creation Myths
* Genesis 1:26-1:27, Creation of Humans in Near Eastern Myths And The Paleolithic Era

GENESIS 2
ADAM AND EVE
The Story of Adam and Eve is considered a metaphorical story in Liberal Christian Circles. Several disconfirming facts are listed below with links to my articles elaborating on them.
- Being made in the image of God is meaningless, there is no consensus on what "the image of God" is.
* Disqualifying Adam and Eve. There is no reason outside of the Bible to accept this story as representing a Real World event.
* Adam and Eve and the Problem of Evil. Shows how the Christian Tenet that humans are "incompetent" nullifies any reliable interpretation of the Bible or any knowledge supposedly gained through flawed Human reasoning.
* GENESIS 1:28-2:4a, Be Fruitful And Multiply, Founder Effect and Genetic Diversity. Shows how lack of Genetic Diversity would prevent the establishment of a Robust and Healthy population.
* Genesis 2:4b-20: Man Made From Earth Is Folklore, Conflated River Elements and the Myth of Adapa. Discusses a correlation between Hebrew and all other Folklore typologies regarding the first humans.
* Genesis 2:21-25: Woman From Rib and Mother Goddesses of Near Eastern Myths. Discusses a correlation between Hebrew and all other Folklore typologies regarding Eve.

GENESIS 3: THE FALL OF MAN
- Killed an animal and made clothes for them, the eyed-needle first showed up about 45,000 years ago with the Cro-Magnons(7).
* Adams Sin Was An Emergent Behavior. Shows how the physical makeup of the first Humans guaranteed the emergence of the behavior they subsequently got punished for.
* Gen. 2-3, Normal-form Game Matrix Shows That God Chose The Worst Outcome. Shows that the omniscient God Character in the Bible chose the worst possible outcome for his creation guaranteeing all the problems that subsequently occurred.
* Gen. 2:16-3:24: Adam and Eve Were Mentally Incompetent. Shows how Adam and Eve did not have enough life experience to make good decisions.
* Gen. 2:7-3:6, God Should Have Known That Adam Would Disobey.
* Gen. 2:6-9, God Ignored Adams Admonishment Option. Shows that using effective principles of parenting, Adam and Eve's transgression warranted nurturing correction rather than expulsion and the handicap of being cursed by a God.

GEN 4 CAIN AND ABEL
- Founder effect. Due to lack of genetic variation, the effect of the small percentage of natural mutations are amplified in a population generally reducing the efficiency of the organism and increasing the probability of birth defects.
* GENESIS 1:28-2:4a, Be Fruitful And Multiply, Founder Effect and Genetic Diversity
- Where did the other people come from, where they all first and second generation relatives?
- 4:17 he built a city and called it Enoch. People first lived in caves then around 28,000 years ago starting building shelter structures out of Mammoth bone(7). How did they go from cavest to bone structures to cities in one generation?

THE MARK OF CAIN
- The Mark of Cain is meaningless. There is no clear consensus on what it was.
- It was thoughtlessly regard by some as Black Skin, justifying racism. However all Cains offspring would have been destroyed in the Flood if the Flood had really happened. Any critical analysis of the text would have revealed that inconsistency.

GEN 5 DESCENDENTS OF ADAM
- no one lived that long, the human body cannot support it. Accumulated DNA Damage guarantees that.
* Wikipedia, DNA Damage Theory of Aging

GEN 6 CORRUPTION OF MANKIND
- Nephilim? Very similar to the Greek Titans.
- Similar to Babylonian myths, Enuma Elish
* Wikipedia, Enuma Elish
- Mathematically and Logistically, the Ark doesn't add up.

GEN 7 THE GREAT FLOOD
- Similar to Babylonian myths, Enuma Elish
- Where did all the water come from and go?

“The book of Genesis says of the Flood that ‘… all the high hills that were under the whole of heaven were covered…’ Taken literally, this seems to indicate that there were 10,000 to 20,000 feet of water on the surface of the earth, equivalent to more than half a billion cubic miles of liquid! Since, according to biblical accounts, it rained for forty days and forty nights, or for only 960 hours, the rain must have fallen at a rate of at least fifteen feet per hour, certainly enough to sink any aircraft carrier, much less an ark with thousands of animals on board.” - John Allen Paulos, Innumeracy, (Collins Publishers, 1988), p. 13.


GEN 8 THE FLOOD SUBSIDES
- God evidently changed his mind and said that he would never do that again even though "every inclination of his heart is evil from childhood". God cannot logically change his mind if he knows everything from the beginning. Once he knows the future, the future is set. If the future changes, then he didn't know it. If he knew of a finite number of outcomes, he should have know which one would happen, thereby making all other outcomes irrelevant.
- The earth would be a big marsh after that.

GEN 9 COVENANT OF THE RAINBOW
- Founder effect again.
- The rainbow is a refraction of light and can be reproduced in the lab. It would have been present before the flood unless the physics of the world was different prior. Since God set it up as a "note to self", God cannot be omniscient.
- Noah was mad at Ham so he cursed his son Canaan? All Ham did was tell his brothers that Noah was Naked. Any other interpretation is pure speculation.

GEN 10 DESCENDENTS OF NOAH
- Founder effect again.

GEN 11 TOWER OF BABEL
- How does an ancient Zuggarat no more than 170 meters tall threaten a god and space travel doesn't?
- There was never a single language. The exact definition of Language differs from one theory to another, but it is evident that other species have forms of communication, therefore, it is likely that communication and language develop within a culture, therefore independent of each other.
Wikipedia, Origin of Language
- DNA Damage guarantee humans can't live much more than 120 years.
- God didn't know everything because he was evidently surprised by how capable humans were to build the Zuggarat.

MEANINGLESS ITEMS IN THE NEW TESTAMENT
If the Bible was Divinely inspired or Divinely revealed, then its truths should be timeless, not just applicable to the the time frame they were written. Apologists will tell you that the authors were speaking to people of their time, but that excludes any influence that an omniscient being would have had. In fact, plenty of "truths" originating from the ancients have survived relatively uninterpreted and sound to this day, specifically mathematics. Likewise, an omniscient being could be expected to do just as well as its human creations in creating and preserving ideas.

The New Testament is full of meaningless things. Here are a few examples.

DO CHRISTIANS NEED TO LIVE UNDER OLD TESTAMENT LAW OR NOT?
It seems clear that Jesus intended Christians to keep the old testament laws without apologetic equivocation.

17 "Do not think that I came to abolish the Law or the Prophets; I did not come to abolish but to fulfill.
18"For truly I say to you, until heaven and earth pass away, not the smallest letter or stroke shall pass from the Law until all is accomplished.
19"Whoever then annuls one of the least of these commandments, and teaches others to do the same, shall be called least in the kingdom of heaven; but whoever keeps and teaches them, he shall be called great in the kingdom of heaven.


TURNING THE OTHER CHEEK, ON ITS FACE, IS BAD ADVICE
It enables bad behavior to continue. The middle ground is the more appropriate where harm is minimized and less harmful behavior is nurtured. As it is written, it is meaningless without some further interpretation and speculation on the intention behind the speaker, namely God as Jesus. And who is qualified to interpret the intentions of God?

38 "You have heard that it was said, 'AN EYE FOR AN EYE, AND A TOOTH FOR A TOOTH.'
39 "But I say to you, do not resist an evil person; but whoever slaps you on your right cheek, turn the other to him also.
40 "If anyone wants to sue you and take your shirt, let him have your coat also.
41 "Whoever forces you to go one mile, go with him two.
42 "Give to him who asks of you, and do not turn away from him who wants to borrow from you.

Are Christians saved by Faith, Works or Both?
Depends on who you talk to. There is no consensus therefore it is meaningless.

JESUS COMMITS A FALLACY
"Whoever is not with me is against me" and "whoever is not against us is for us". Logically this is mutually exclusive and it is a fallacious reasoning scheme. If you have three groups of people, committed, rebellious, and ambivalent, then Luke 12:30 would exclude 66% percent while Mark 9:40 would only exclude 33%. Luke would exclude the Middle while Mark would include them. What happens to those that don't care one way or the other? Who knows? Therefore its meaningless and logically inconsistent coming from the mouth of God.

Luke 12:30 "He who is not with Me is against Me; and he who does not gather with Me scatters."
Mark 9:40 "For he who is not against us is for us."


Is it possible that God revealed his word to Joseph Smith?
Again, it depends on who you talk to. There is no logical reason that it could not have happened, especially if it presumed that Gods interaction in peoples lives is ongoing to this day.

PRAYER IS MEANINGLESS
My article on "The Promise of Prayer"
Why does one pray? God should already know what is desired. People should not be able to influence God if he has a plan and already knows everything in advance. Does he need or want praise? How does a perfect being need or want anything?

I invite the reader to continue to apply what they already know to elaborating and evaluating the data in the Bible.

References and Further Reading
1. Anchoring Data Quality Dimensions in Ontological Foundations
2. GENESIS 1:28-2:4a, Be Fruitful And Multiply, Founder Effect and Genetic Diversity
3. Wikipedia, DNA Damage Theory of Aging
4. Wikipedia, Enuma Elish
5. John Allen Paulos, Innumeracy, (Collins Publishers, 1988), p. 13.
6. Wikipedia, Origin of Language
7. Human Prehistory and The First Civilizations, Brian M. Fagan, The Teaching Company

My Criticisms of Genesis One through Three consolidated.
Highlights the characteristics and typologies of Near Eastern folklore in the Bible and points out where it deviates from what we know about history and nature.

1. Genesis 1:1-25 Is An Amalgam of Near Eastern Creation Myths
2. Genesis 1:26-1:27, Creation of Humans in Near Eastern Myths And The Paleolithic Era
3. GENESIS 1:28-2:4a, Be Fruitful And Multiply, Founder Effect and Genetic Diversity
4. Genesis 2:4b-20: Man Made From Earth Is Folklore, Conflated River Elements and the Myth of Adapa
5. Genesis 2:21-25: Woman From Rib and Mother Goddesses of Near Eastern Myths

Criticisms of the Story of Adam and Eve (AKA Adam Bombing).
1. Adam and Eve and the Problem of Evil
2. Disqualifying Adam and Eve
3. Gen. 2:16-3:24: Adam and Eve Were Mentally Incompetent
4. Gen. 2:7-3:6, God Should Have Known That Adam Would Disobey.
5. Gen. 2:6-9, God Ignored Adams Admonishment Option
6. Adams Sin Was An Emergent Behavior
7. Gen. 2-3, Normal-form Game Matrix Shows That God Chose The Worst Outcome
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Tuesday, November 18, 2008

Jesus As God From IDQ Design Deficiencies

This article will show how the concept of the Trinity was derived from the Design Deficiency of incomplete representation in scripture leading to "Garbling" causing Scripture to map to a meaningless state. The Bible has many instances of incomplete representation but for the sake of brevity, this article will focus on "Jesus as God". It highlights some disconfirming evidence which refutes the proposition that "Jesus was God" can be rationally determined from the text.


This Article is part five of the series of articles applying Information and Data Quality Principles to the Bible. Links to the previous articles are listed below.
1. How Accurate is the Bible?
2. Applying Data and Information Quality Principles To The Bible
3. Applying IDQ Principles of Research To The Bible
4. Overview of IDQ Deficiencies Which Are Evident In Scripture

Presuming that Jesus was Jewish, and that Jesus was a rabbi, and that Jewish rabbis were experts in Jewish theology, and Jesus was an expert in Jewish theology, in John 14:6-11 Jesus was not referring to himself as god but more likely referring to a Jewish teaching regarding their view of the relationship between God and Man with respect to the soul. It can also be seen that Jesus did not clearly and unequivocally state that he was the incarnation or personification of God.

The example used in this article could be used for two types of IDQ deficiencies depending on the context. If we presume for the sake of argument that it is true that Jesus was God, then the example falls in the category of the IDQ deficiency of Incomplete representation. If we presume that Jesus was not God then the example would fall under the category of Ambiguous Representation. However, I would prefer to use the presumption that Jesus was God and handle it as a an Incomplete Representation and save the Ambiguous Representation for another example.

As described in my article "Overview of IDQ Deficiencies Which Are Evident In Scripture"(1), in order for an information system to accurately represent real world events, each of the Information System data must "map" to a real world event.
A brief review of Incomplete Representation and Mapping to a Meaningless State(2) follows.

Incomplete representation
If the Information System is missing some information about the real world, then the information system cannot accurately represent the state of the real world for which it was intended. This is termed as "incompleteness". Figure 1 illustrates this point by showing three instances of data represented by spheres in the column labeled RW (Real World) and two instances of Data in the D column. One instance of a Real World state is not represented by the Data in column D.

Figure 1




Operation Deficiencies - Garbling:
Meaningless State

In human terms, garbling occurs at the point of "consumption" or reading and interpretation. In Information Systems, it occurs at operation time or when the database is being accessed. Garbling occurs when a Real World state is incorrectly mapped to a wrong state in the Information System. There are two cases in which this occurs. If a meaningless state exists, then Real World mapping will be to a meaningless state, or the mapping might be to a meaningful but incorrect information state. This can occur as a result of inaccurate data entry or omissions of real world states at the creation or origin of the data. Analogous examples of this type of garbling are legends, folktales and the "Artistic License" of the author or originator.

Figure 2 illustrates this point by showing two instances of data represented by spheres in the column labeled RW (Real World) and three instances of Data in the D column. One instance of an information state is not represented by or does not map back to a real world state and a Real World state in incorrectly interpreted as being represented by the superfluous datum.

Figure 2





The Trinity
The concept of the Trinity was a hotly debated topic for generations that came to a head in 325ce when it was formally adopted as a tenet by the Council of Nicaea(3). It lead to accusations of Heresy, religious persecution and according to sources lead to the poisoning of Arius(4).

Jesus was Jewish and a Jewish principle is that the "soul" is part of God that God has hidden in us, and we are to show it to other people through our lifestyle, and by doing so Gods influence on the earth will be released.
On the website Askmoses.com, Rabbi Shlomo Chein(5) responds to a request to define the Jewish soul. He says

" A person is known as a "miniature world". The soul can perhaps be explained as a "microcosm of G-d". By allowing his G-dly soul to be expressed within his own existence the Jew can bring G-d into all of existence."

"So the next time you face adversary, feel ostracized, or question your ability to carry out your Divine mission of Judaism, remember, G-d is not only with you, He is in you."


But Scripture tells that Jesus said the following about himself which has been used to justify the concept of the Trinity. If Jesus really said this and he was a Jewish Rabbi it is not likely that he meant that he was God on Earth.

John 14:6-11
6 Jesus said to him, "I am the way, and the truth, and the life; no one comes to the Father but through Me.
7 "If you had known Me, you would have known My Father also; from now on you know Him, and have seen Him."
8 Philip said to Him, "Lord, show us the Father, and it is enough for us."
9 Jesus said to him, "Have I been so long with you, and yet you have not come to know Me, Philip? He who has seen Me has seen the Father; how can you say, 'Show us the Father'?
10 "Do you not believe that I am in the Father, and the Father is in Me? The words that I say to you I do not speak on My own initiative, but the Father abiding in Me does His works.
11 "Believe Me that I am in the Father and the Father is in Me; otherwise believe because of the works themselves.


So if John 14:6-11 represents the type of thing Jesus said about himself, and Jesus was a Rabbi, Jesus probably had the same concept as Rabbi Chein and was not saying that he was God incarnate. It seems to be a misinterpretation of a Jewish teaching that was not part of Gentile culture. Understood as the Jewish viewpoint of the soul, it makes more sense, but understanding it as Jesus saying that he was God on Earth, can only be described as DOUBLETALK.

Jesus never clearly said that he was God on earth, and he never said that he, God and the holy spirit were one substance. Therefore, if it is true, and it was not included in the scriptures, it is the design flaw of incomplete representation. It has been shown through IDQ research that "Poor data quality can have a severe impact on the overall effectiveness of an organization"(2) and "Poor data quality can have substantial social and economic impacts"(6). Christianity has had a relatively poor adoption rate compared to Mathematics which was developing about the same time(13). Mathematics adoption is practically ubiqutious where Christianity is not. These results can be explained, when compared to Christianity by the relatively high quality of information about Mathematics, its relevance, utility, reproducability, and resultant plausibility.

The scriptures recognized the problem with Information and Data Quality, but the insight they demonstrated was typically human and poor when compared to their peers. They had no divine guidance about how to handle this "divine revelation". Instead, they handled it inadequately by warning against false prophets and worrying about the "correct" interpretation of scripture which has resulted in a very splintered church(7). Not even the "Holy Spirit" has been effective in preserving the true meaning of the text across Christian Churches and denominations. Due to lack of clarity, many interpretations have been derived from poorly designed scripture and have resulted in the three major divisions which are The Roman Catholic, the Eastern Orthodox and the Protestant Churches. Further competing interpretations have lead to each of those divisions having various subdivisions resulting in tens of thousands of denominations. Furthermore this has historically led to Christian on Christian violence which leads to a doubt about the Holy Spirit(8) and is not likely to be something intended by Yahweh or foreseen by him, or those that put words in his mouth. Christians will equivocate this point calling it "the body of Christ" pointing to the parable of the grape vine, but we know through real world experience, trial and error, applications in business, war strategy and a field of research that it is a weakness and a sign of poor performance, so much so that there are sayings addressing it, "United we stand, divided we fall", "Divide and Conquer" and "Divide and Rule".

God showed remarkable lack of insight by not providing instructions for ensuring the Quality of Data and Information, or in picking the right people that would have done it naturally or that would have figured it out without compromising their free will. The Fact that Jesus verifies scripture as Gods word and it can be shown to be of such poor quality is further disconfirming evidence that the scripture is the word of god and that Jesus was god on earth. From the text, it cannot rationally be determined whether Jesus was God or not and interpreting John from the view point of a Jewish Expert, Jesus was just repeating a Jewish teaching about the soul.

Below are some lists showing how poor quality data has lead to the splintering of Christianity and its poor 33% performance world wide over 2000 years(9).

A Short List of Christian Denominations
1 Catholicism
1.1 The Catholic Church: Churches in communion with the Bishop of Rome
1.2 Other Churches that are Catholic, But Who Are Not In Communion With Rome

2 Eastern Churches
2.1 The (Eastern) Orthodox Church
2.2 Western-Rite Orthodox Churches
2.3 Other Eastern Orthodox Churches
2.3.1 Assyrian Church of the East
2.4 Oriental Orthodoxy
2.4.1 Oriental Orthodox Communion

3 Anglicanism
3.1 Anglican Communion (in communion with the Church of England)
3.2 Independent Anglican and Continuing Anglican Movement Churches

4 Protestant
4.1 Pre-Lutheran Protestants
4.2 Lutheranism
4.3.1 Presbyterianism
4.3.2 Congregationalist Churches
4.4 Anabaptists
4.5 Methodists
4.6 Pietists and Holiness Churches
4.7 Baptists
4.7.1 Spiritual Baptists
4.9 Apostolic Churches - Irvingites
4.10 Pentecostalism
4.11 Oneness Pentecostalism
4.12 Charismatics
4.12.1 Neo-Charismatic Churches
4.13 African Initiated Churches
4.14 United and uniting churches
4.15 Other Protestant Denominations
4.16 Religious Society of Friends (Quakers)

5 Messianic Judaism

6 Restorationism
6.1 Stone-Campbell Restoration Movement
6.2 Southcottites
6.3 Millerites and Comparable groups
6.3.1 Sabbath Keeping Churches, Adventist
6.3.2 Sabbath-Keeping Churches, Non-Adventist in north Pennsylvania
6.3.3 Sunday Adventists
6.3.4 Sacred Name Groups
6.3.5 Other Adventists
6.3.6 Bible Student Groups
6.4 Anglo-Israelism

7 Nontrinitarian Groups
7.1 Unitarianism and Universalism

8 Religious movements related to Christianity
8.1 Manichaeism
8.2 The New Church also called Swedenborgianism
8.2.1 Episcopal
8.2.2 Congregational
8.3 New Thought
8.4 Christian mystery movements

9 Ethnic or syncretic religions incorporating elements of Christianity

10 Christianism

A List of Inter-Christian controversies
- Trinity or no?
- Arianism
- The disputes that drove the creation of Protestants.
- Denominations of Protestants
- Denominations of Catholics
- War between Catholics and protestants
- Holy Spirit male or female?
- Holy Spirit is a person or not?
- Salvation, faith or works
- Baptism
- Infant Baptism
- Hell is real and fiery or not?
- Purgatory
- Snake handling
- Once saved always saved?
- Where do Suicides go?
- Speaking in tongues
- Blasphemy of the Holy Spirit
- New covenant theology
- The 'two natures' in Christ.
- The Ordination of Women
- The attitude towards gays
- The various parts of the Bible that seem to be later additions, such as the 'story of the woman taken in adultery' and the 'Great Commission' that ends Matthew, etc.
- The Rapture
- Slavery
- Biblical inerrancy
- Christendom
- Papal Infallibility
- Double Predestination
- Just War Theory
- Penal Substitution
- God as a Male
- Sin
- Unforgivable Sin
- Second coming has already happened
- The point in time that the holy spirit indwells and fills you
- Gifts of the spirit given to everyone or different people at different times
- 'pre-Nicean' controversies

References and Further Reading
1. Overview Of IDQ Design Deficiencies Which Are Evident In Scripture
2. Anchoring Data Quality Dimensions in Ontological Foundations
3. Wikipedia - Formulation of the doctrine of the trinity
4. Wikipedia - Arius
5. Askmoses.com, Rabbi Shlomo Chein describes the Jewish Soul
6. Beyond Accuracy: What Data Quality Means To Consumers
7. Wikipedia - Christian Denominations
8. Reasonable Doubt About The Holy Spirit
9. Major Religions of the World Ranked by Number of Adherents
10. Wikipedia - Arianism
11. Wikipeda - Trinity
12. Wikipedia - Christology
13. Wikipedia, History of Mathematics
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Monday, November 17, 2008

Jesus As God From IDQ Design Deficiencies

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This article will show how the concept of the Trinity was derived from the Design Deficiency of incomplete representation in scripture leading to "Garbling" causing Scripture to map to a meaningless state. The Bible has many instances of incomplete representation but for the sake of brevity, this article will focus on "Jesus as God". It highlights some disconfirming evidence which refutes the proposition that "Jesus was God" can be rationally determined from the text.

This Article is part five of the series of articles applying Information and Data Quality Principles to the Bible. Links to the previous articles are listed below.
1. How Accurate is the Bible?
2. Applying Data and Information Quality Principles To The Bible
3. Applying IDQ Principles of Research To The Bible
4. Overview of IDQ Deficiencies Which Are Evident In Scripture

Presuming that Jesus was Jewish, and that Jesus was a rabbi, and that Jewish rabbis were experts in Jewish theology, and Jesus was an expert in Jewish theology, in John 14:6-11 Jesus was not referring to himself as god but more likely referring to a Jewish teaching regarding their view of the relationship between God and Man with respect to the soul. It can also be seen that Jesus did not clearly and unequivocally state that he was the incarnation or personification of God.

The example used in this article could be used for two types of IDQ deficiencies depending on the context. If we presume for the sake of argument that it is true that Jesus was God, then the example falls in the category of the IDQ deficiency of Incomplete representation. If we presume that Jesus was not God then the example would fall under the category of Ambiguous Representation. However, I would prefer to use the presumption that Jesus was God and handle it as a an Incomplete Representation and save the Ambiguous Representation for another example.

As described in my article "Overview of IDQ Deficiencies Which Are Evident In Scripture"(1), in order for an information system to accurately represent real world events, each of the Information System data must "map" to a real world event.
A brief review of Incomplete Representation and Mapping to a Meaningless State(2) follows.

Incomplete representation
If the Information System is missing some information about the real world, then the information system cannot accurately represent the state of the real world for which it was intended. This is termed as "incompleteness". Figure 1 illustrates this point by showing three instances of data represented by spheres in the column labeled RW (Real World) and two instances of Data in the D column. One instance of a Real World state is not represented by the Data in column D.

Figure 1





Operation Deficiencies - Garbling:
Meaningless State

In human terms, garbling occurs at the point of "consumption" or reading and interpretation. In Information Systems, it occurs at operation time or when the database is being accessed. Garbling occurs when a Real World state is incorrectly mapped to a wrong state in the Information System. There are two cases in which this occurs. If a meaningless state exists, then Real World mapping will be to a meaningless state, or the mapping might be to a meaningful but incorrect information state. This can occur as a result of inaccurate data entry or omissions of real world states at the creation or origin of the data. Analogous examples of this type of garbling are legends, folktales and the "Artistic License" of the author or originator.

Figure 2 illustrates this point by showing two instances of data represented by spheres in the column labeled RW (Real World) and three instances of Data in the D column. One instance of an information state is not represented by or does not map back to a real world state and a Real World state in incorrectly interpreted as being represented by the superfluous datum.

Figure 2






The Trinity
The concept of the Trinity was a hotly debated topic for generations that came to a head in 325ce when it was formally adopted as a tenet by the Council of Nicaea(3). It lead to accusations of Heresy, religious persecution and according to sources lead to the poisoning of Arius(4).

Jesus was Jewish and a Jewish principle is that the "soul" is part of God that God has hidden in us, and we are to show it to other people through our lifestyle, and by doing so Gods influence on the earth will be released.
On the website Askmoses.com, Rabbi Shlomo Chein(5) responds to a request to define the Jewish soul. He says



" A person is known as a "miniature world". The soul can perhaps be explained as a "microcosm of G-d". By allowing his G-dly soul to be expressed within his own existence the Jew can bring G-d into all of existence."

"So the next time you face adversary, feel ostracized, or question your ability to carry out your Divine mission of Judaism, remember, G-d is not only with you, He is in you."


But Scripture tells that Jesus said the following about himself which has been used to justify the concept of the Trinity. If Jesus really said this and he was a Jewish Rabbi it is not likely that he meant that he was God on Earth.



John 14:6-11
6 Jesus said to him, "I am the way, and the truth, and the life; no one comes to the Father but through Me.
7 "If you had known Me, you would have known My Father also; from now on you know Him, and have seen Him."
8 Philip said to Him, "Lord, show us the Father, and it is enough for us."
9 Jesus said to him, "Have I been so long with you, and yet you have not come to know Me, Philip? He who has seen Me has seen the Father; how can you say, 'Show us the Father'?
10 "Do you not believe that I am in the Father, and the Father is in Me? The words that I say to you I do not speak on My own initiative, but the Father abiding in Me does His works.
11 "Believe Me that I am in the Father and the Father is in Me; otherwise believe because of the works themselves.


So if John 14:6-11 represents the type of thing Jesus said about himself, and Jesus was a Rabbi, Jesus probably had the same concept as Rabbi Chein and was not saying that he was God incarnate. It seems to be a misinterpretation of a Jewish teaching that was not part of Gentile culture. Understood as the Jewish viewpoint of the soul, it makes more sense, but understanding it as Jesus saying that he was God on Earth, can only be described as DOUBLETALK.

Jesus never clearly said that he was God on earth, and he never said that he, God and the holy spirit were one substance. Therefore, if it is true, and it was not included in the scriptures, it is the design flaw of incomplete representation. It has been shown through IDQ research that "Poor data quality can have a severe impact on the overall effectiveness of an organization"(2) and "Poor data quality can have substantial social and economic impacts"(6). Christianity has had a relatively poor adoption rate compared to Mathematics which was developing about the same time(13). Mathematics adoption is practically ubiqutious where Christianity is not. These results can be explained, when compared to Christianity by the relatively high quality of information about Mathematics, its relevance, utility, reproducability, and resultant plausibility.

The scriptures recognized the problem with Information and Data Quality, but the insight they demonstrated was typically human and poor when compared to their peers. They had no divine guidance about how to handle this "divine revelation". Instead, they handled it inadequately by warning against false prophets and worrying about the "correct" interpretation of scripture which has resulted in a very splintered church(7). Not even the "Holy Spirit" has been effective in preserving the true meaning of the text across Christian Churches and denominations. Due to lack of clarity, many interpretations have been derived from poorly designed scripture and have resulted in the three major divisions which are The Roman Catholic, the Eastern Orthodox and the Protestant Churches. Further competing interpretations have lead to each of those divisions having various subdivisions resulting in tens of thousands of denominations. Furthermore this has historically led to Christian on Christian violence which leads to a doubt about the Holy Spirit(8) and is not likely to be something intended by Yahweh or foreseen by him, or those that put words in his mouth. Christians will equivocate this point calling it "the body of Christ" pointing to the parable of the grape vine, but we know through real world experience, trial and error, applications in business, war strategy and a field of research that it is a weakness and a sign of poor performance, so much so that there is a saying addressing it, "United we stand, divided we fall".

God showed remarkable lack of insight by not providing instructions for ensuring the Quality of Data and Information, or in picking the right people that would have done it naturally or that would have figured it out without compromising their free will. The Fact that Jesus verifies scripture as Gods word and it can be shown to be of such poor quality is further disconfirming evidence that the scripture is the word of god and that Jesus was god on earth. From the text, it cannot rationally be determined whether Jesus was God or not and interpreting John from the view point of a Jewish Expert, Jesus was just repeating a Jewish teaching about the soul.

Below are some lists showing how poor quality data has lead to the splintering of Christianity and its poor 33% performance world wide over 2000 years(9).

A Short List of Christian Denominations
1 Catholicism
1.1 The Catholic Church: Churches in communion with the Bishop of Rome
1.2 Other Churches that are Catholic, But Who Are Not In Communion With Rome

2 Eastern Churches
2.1 The (Eastern) Orthodox Church
2.2 Western-Rite Orthodox Churches
2.3 Other Eastern Orthodox Churches
2.3.1 Assyrian Church of the East
2.4 Oriental Orthodoxy
2.4.1 Oriental Orthodox Communion

3 Anglicanism
3.1 Anglican Communion (in communion with the Church of England)
3.2 Independent Anglican and Continuing Anglican Movement Churches

4 Protestant
4.1 Pre-Lutheran Protestants
4.2 Lutheranism
4.3.1 Presbyterianism
4.3.2 Congregationalist Churches
4.4 Anabaptists
4.5 Methodists
4.6 Pietists and Holiness Churches
4.7 Baptists
4.7.1 Spiritual Baptists
4.9 Apostolic Churches - Irvingites
4.10 Pentecostalism
4.11 Oneness Pentecostalism
4.12 Charismatics
4.12.1 Neo-Charismatic Churches
4.13 African Initiated Churches
4.14 United and uniting churches
4.15 Other Protestant Denominations
4.16 Religious Society of Friends (Quakers)

5 Messianic Judaism

6 Restorationism
6.1 Stone-Campbell Restoration Movement
6.2 Southcottites
6.3 Millerites and Comparable groups
6.3.1 Sabbath Keeping Churches, Adventist
6.3.2 Sabbath-Keeping Churches, Non-Adventist in north Pennsylvania
6.3.3 Sunday Adventists
6.3.4 Sacred Name Groups
6.3.5 Other Adventists
6.3.6 Bible Student Groups
6.4 Anglo-Israelism

7 Nontrinitarian Groups
7.1 Unitarianism and Universalism

8 Religious movements related to Christianity
8.1 Manichaeism
8.2 The New Church also called Swedenborgianism
8.2.1 Episcopal
8.2.2 Congregational
8.3 New Thought
8.4 Christian mystery movements

9 Ethnic or syncretic religions incorporating elements of Christianity

10 Christianism

A List of Inter-Christian controversies
- Trinity or no?
- Arianism
- The disputes that drove the creation of Protestants.
- Denominations of Protestants
- Denominations of Catholics
- War between Catholics and protestants
- Holy Spirit male or female?
- Holy Spirit is a person or not?
- Salvation, faith or works
- Baptism
- Infant Baptism
- Hell is real and fiery or not?
- Purgatory
- Snake handling
- Once saved always saved?
- Where do Suicides go?
- Speaking in tongues
- Blasphemy of the Holy Spirit
- New covenant theology
- The 'two natures' in Christ.
- The Ordination of Women
- The attitude towards gays
- The various parts of the Bible that seem to be later additions, such as the 'story of the woman taken in adultery' and the 'Great Commission' that ends Matthew, etc.
- The Rapture
- Slavery
- Biblical inerrancy
- Christendom
- Papal Infallibility
- Double Predestination
- Just War Theory
- Penal Substitution
- God as a Male
- Sin
- Unforgivable Sin
- Second coming has already happened
- The point in time that the holy spirit indwells and fills you
- Gifts of the spirit given to everyone or different people at different times
- 'pre-Nicean' controversies


References and Further Reading
1. Overview Of IDQ Design Deficiencies Which Are Evident In Scripture
2. Anchoring Data Quality Dimensions in Ontological Foundations
3. Wikipedia - Formulation of the doctrine of the trinity
4. Wikipedia - Arius
5. Askmoses.com, Rabbi Shlomo Chein describes the Jewish Soul
6. Beyond Accuracy: What Data Quality Means To Consumers
7. Wikipedia - Christian Denominations
8. Reasonable Doubt About The Holy Spirit
9. Major Religions of the World Ranked by Number of Adherents
10. Wikipedia - Arianism
11. Wikipeda - Trinity
12. Wikipedia - Christology
13. Wikipedia, History of Mathematics
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Tuesday, November 11, 2008

Applying Data and Information Quality Principles To The Bible

In the coming weeks, I intend to show that if we posit a null hypothesis about the Bible and we evaluate the quality of data and information in the Bible, the hypothesis that humans alone were sufficient to create the Bible is supported very well by the Data which effectively refutes the hypothesis posited in 2 Timothy 3:16.

Brief Introduction to Data and Information Quality
I recommend reading the following link on Wikipedia, Data Quality. Its a good overview of how Data and Information Quality got its start as an aspect of computer science.

Data and Information have an intrinsic value
While historically, the desire for accurate information has always been important, especially to Kings and Generals, the perceived need for principles to manage data quality arose from the realization of businesses that databases which accurately reflected the state of the world, namely customer information and inventories, saved money. Over the years, as computing became less expensive the technology was adopted by individual consumers and the amount of information available online grew from diverse sources such as companies, governments and individuals. It became apparent that some way to evaluate the quality of information was needed(1). It should be obvious that some data is accurate and reliable and some data is not. To ensure data is accurate and reliable, it needs to be profiled, cleaned, parsed, matched, moved, analyzed, reconciled and reported on(8). In the past two decades metrics for determining the relative quality of information from a given source have been derived. Measuring the quality of an information source is an inexact science but using principles of probability, its relative quality can be measured(12).

Data Quality Dimensions
Data Quality is a term used to describe characteristics or dimensions attributed to data or information. Much of the research on Data Quality is carried out at The MIT Total Data Quality Management Program where Richard Y. Wang has led the effort since the 1990's. There are several approaches to data quality research that depend on how the data will be used, and they all have their own values for criteria or "dimensions". The approaches can be categorized as "Intuitive" (based on what the researcher believed is important), "Theoretical" (how data becomes deficient during the production) and "Empirical" (data gathered from consumers to see what is important to them). Most data studies fall into the "Intuitive" category, however they all contain a core set of "dimensions" and one data dimension that has a consistently high value in all lists is "Accuracy". Another highly valued core dimension from the intuitive approach is "reliability". Some highly valued core dimensions from the Theoretical approach are "Accuracy, Relevance, Correctness, Currency, Completeness" and from the Empirical approach are "Accuracy, Relevancy, Believability, Valued-added, Interpretability" and "Ease-of-understanding" (11). The different dimensions will have higher and lower values to different organizations depending on the context in which they are used. I will elaborate more on the data production and the data consumer dimensions as I explore how they apply to the Bible in later articles.

Do you think data and information quality important?
Would you be satisfied with a metaphorical record in the following situations or would you prefer a record that accurately represents real world events?
- Reading or watching the news
- Textbooks that you are required to purchase for your University courses
- Studying the only record of the Abrahamic God that exists.
- Producing or reading a business report
- Grocery shopping
- Reviewing your bank statement
- Reviewing the charges for your utilities, such as electric, phone, water, trash, television etc
- Paying your Taxes
- Purchasing a car
- Taking inventory
- Purchasing insurance
- Reviewing your shipping invoice, what you received versus what your ordered and how much you paid.
- Your check at the restaurant
and so on.

Why is data and information quality important?
So what happens when data and information quality is poor? "Poor data quality can have a severe impact on the overall effectiveness of an organization"(3) and "Poor data quality can have substantial social and economic impacts"(11). Subsequently there is a high value placed on information quality as evidenced by how much people are willing to spend to obtain it. There is an industry built on data quality concepts(4) and professional certifications available(5). The reliability of such things as inventory, medical records, medical research, military and civilian logistics, market research, consumer safety, education, consultant reports, work requests, billing reports, status reports, technical manuals and intelligence reports depend on data from verifiable sources that are produced with the goal of accurately representing elements of the real world. One recent example of what happens when there is poor quality information and data is the decision by the United States to invade Iraq in 2003 on the grounds that Iraq possessed "Weapons of Mass Destruction"(6) which turned out to be false. Because of the demonstrable importance of assessing data quality, the industry of Data Quality Management has developed(4).

Who uses Data Quality and Information Quality Dimensions?
Short list of organizations promoting Information Quality Principles
* US Government,
- Data Quality Act,
- Guidelines for Ensuring and Maximizing the Quality, Objectivity, Utility, and Integrity of Information Disseminated by Federal Agencies
* Data Quality Management Industry, DMReview, an industry magazine.
* Education Professionals,
- The Quality Information Checklist,
- Robert Harris's "VirtualSalt",
- East Tennessee State University
* Legal Industry, Evaluating the Quality of Information on the Internet
* Medical Industry,
- Journal of Medical Internet Research,
- Medical Billing
* US Army Logistics, "Data Quality Problems in Army Logistics", By Lionel A. Galway, Christopher H. Hanks, United States Army, Rand Corporation, Arroyo Center
and many more.

The Book As A Database: The justification to apply data and information quality metrics to evaluate the Bible
A book can be a data source. It can be treated like a database. It can be profiled, cleaned, parsed, matched, moved, analyzed, reconciled and reported on. Examples are an atlas, a history book, generally speaking a text book and The Bible. In fact, over the years, to facilitate ease of study, the Bible has been formatted and cross-referenced very similarly to a database.

If we have a lot of individual pieces of information sources we can collect them, profile them, sort them, categorize them, spell check them, look for exceptions, reconcile them, clean them, parse them, match them, move them, and create a report about them. Then they can be put together into an anthology. Once they are into an anthology, they can be further organized into volumes, chapters, pages, paragraphs, sentences, and if necessary even further still into parts of sentences (to separate two distinct ideas in one sentence for example) and verses. This is what happened to the Bible.

Over centuries early Jewish religious leaders initiated the transcription of oral tradition, then later accumulated individual pieces of scripture, evaluated them and combined them into the Tanakh. Generation after Generation went to great effort to maintain the integrity and quality of the Bible by attempting to ensure, at least in theory, that it remained unchanged during copying. When Christianity had generated their own scriptures, and translated the Tahakh from Hebrew, a similar process happened. In the 13th century Stephen Langton of Magna Carta fame created the chapter and verse system later adopted by Jews during the harsh persecution of the Spanish Inquisition(9) and widely in use today in modern Bibles. Obviously the Bible was considered and treated as a source of information about real events in the world whose integrity and quality were given a very high priority and importance.

So how accurate should we expect the Word of God to be?
In the Bible 2 Timothy 3:16 says that "All Scripture is inspired by God and profitable for teaching, for reproof, for correction, for training in righteousness". Jesus describes himself as "the way" and goes on to further describe himself as a kind of "Model" to show what God is like. Later, in 325 CE, Church Fathers formally adopted a creed which described him as being "one substance" with God. Jesus confirmed the Old Testament was the word of God by referring to it as such and referred back to it frequently. If Jesus was God incarnate, he verified that Scripture was his word. He mapped Scripture to God and to Himself and verified that Scripture mapped to real world events. Therefore we should expect some measurable difference between scripture and a book not inspired or endorsed by God .

If we use a weighted raking we can get a rough idea of how accurate we can expect the Word of God to be. God is perfect, and man is not. So we can expect that man will be less accurate than God, but if God is helping man, then man should be more accurate than if he were working alone.

1. Man alone is less accurate
2. Man is more accurate with Gods help than without it
3. God is more accurate than man

That should serve as a rough guideline and the first metric in an attempt to quantify the accuracy of the Bible(7).

The following is a list of human endeavors that apparently were not divinely inspired, so when using the weighted ranking scale in evaluating how the Bible compares to human endeavors it should be reasonable to expect the following.
- It should be at least as brilliant as the ancient theories of knowledge, reason, truth, nature, mathematics, logic, knowledge of nature, and the use of mathematics to describe nature which continue to inform the practice of science to the present day resulting in theories such as Germ theory, Relativity, Genetics, Atoms, Quantum Theory all of which have been applied to generally reduce the amount of suffering in the world.
- It should at least be as accurate as a history book where it talks about history
- It should at least be as accurate as a science book where it talks about the world
- It should at least be as accurate as a manual where it gives instructions
- It should at least be as accurate as a scientific theory where it gives predictions
If not, then there is no reason to think that its inspiration is anything different than any other type of inspiration.

A Null hypothesis is any hypothesis that is evaluated for its ability to explain a given set of data. If the hypothesis is not sufficient to explain the data, then there is reason to pursue an alternate hypothesis. While it is not without it criticisms, particularly compared to Bayesian Inference(10), it is a useful heuristic to form an initial opinion about an idea about its probability or plausibility, or to get a "feeling" about something.

In the coming weeks, I intend to show that if we posit a null hypothesis about the Bible and we evaluate the quality of data and information in the Bible, the hypothesis that humans alone were sufficient to create the Bible is supported very well by the Data which effectively refutes the hypothesis posited in 2 Timothy 3:16.

REFERENCES
1. Wikipedia, "Data Management"
2. Information Quality at MIT
3. Anchoring Data Quality Dimensions in Ontological Foundations
4. DMReview, Data Management Review
5. IQ-1 Certificate Program
6. Wikipedia, 2003 Invasion of Iraq
7. How Accurate Is The Bible?
8. Datalever.com
9. Wikipedia, Tanakh
10. Wikipedia, Null Hypothesis
11. Beyond Accuracy: What Data Quality Means To Consumers
12. IQ Benchmarks

Just For Fun
Tomorrows History, A snapshot of whats going on in the world today.
- Jacob Zuma of South Africa still a mystery
- Pirates Seize Tanker Off African Coast
- Kim Jong-il Health: Still A Puzzle
- Three Jewish rioters hurt, Arab home set ablaze in latest Acre ...
- Terrorist Suicide attacks a growing threat in Pakistan
- Bomb in Pakistan capital, air strikes on militants
- How Malaysia's PM fell from grace
- Sri Lankan troops kill 18 rebels
- Bush to sign landmark US-India nuclear legislation
- Will the Afghan Taleban join peace talks?
- Japan objects to US N Korea move
- IMF chief hails 'first' global coordination on financial crisis
- The global economy players: Which organization does what?
- McCain supporters face uphill climb in blue Jersey
- Maine now on McCain radar
- McCain inches closer in Saturday's Gallup
- Concern in GOP After Rough Week for McCain
- Florida Republicans cast blame as McCain trails in polls
- On the trail to the White House
- Obama Thanks McCain for Urging Supporters to be Respectful
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Overview of IDQ Deficiencies Which Are Evident In Scripture

The originators of scripture had a remarkable lack of insight when creating scripture considering it was revealed to them by God. Apparently God didn't reveal to them some fundamental principles in ensuring they were creating quality information and data that would stand the test of time and generations.


This article introduces Information and Data Quality design deficiencies which will be elaborated on with scriptural examples in follow on articles and will serve as quick reference for them. It is part four of a series on applying IDQ principles to cross-checking the authority and trustworthiness of the Bible. Links to the preceding articles follow.
1. How Accurate is the Bible?
2. Applying Data and Information Quality Principles To The Bible
3. Applying IDQ Principles of Research To The Bible

What are Design Deficiencies?
As the saying goes "Do it right the first time" many industries recognize and practice the principle of ensuring quality early in the production cycle to avoid problems later in the cycle or in the market(27). As a marksman knows when taking aim, a tiny deviation from the target at the source can lead to large deviation at the target. By not ensuring data integrity and quality at the creation of scripture, many problems have manifested themselves and continue to appear as the scripture gets older. Metaphors do not retain their integrity in meaning over thousands of years. Some of the problems have led to persecution for heresy, divisions in the church and division of the Churches into denomintations until there are tens of thousands of variations of Christianity in existence. For example, they may all agree that Jesus died on the Cross, but they don’t all agree on his nature.

With these kinds of problems it is no wonder why after close to 2000 years, Christianity has only a 33% mind share while all other religions together total 66%(28). Its not that people are evil so they don't believe, it is that there are no compelling reasons to believe in Jesus. Comparing all these religions to some other philosophical ideas that were developing in parallel about the same time, Mathematics has become ubiquitous while the various religions are still languishing under the weight of implausibility(26).

The originators of scripture had a remarkable lack of insight when creating scripture considering it was revealed to them by God. Apparently God didn't reveal to them some fundamental principles in ensuring they were creating quality information and data that would stand the test of time and generations. And furthermore God had a choice in who he revealed scripture to. Using the law of large numbers, he would have been able to analyze and consider any number of millions of starting points for his desired outcome to include the one person that would start a path of reliable transmission of the data from person to person(29). He, like no one else, had the ability to choose the one in ten million starting point that would have gotten the scripture to this point uncorrupted.

Overview of Proper Representation and Design Deficiencies
Some fundamental deficiencies in data design and creation have been identified in the field of Information and Data Quality through research and trial and error(3). Each of them will be defined in this overview and then how they relate to scripture will be elaborated on separately in follow on articles.
They are as follows.
- Incomplete representation
- Ambiguous representation
- Meaningless representation
- Garbling by mapping to a meaningless state
- Garbling by mapping to a wrong state

Proper representation
In order for an Information System (IS) to accurately represent real world events, each of the datum in the Information System must "map" to real world states. Each real word state must be accounted for in the information system. Having more than one instance of a Real World state (a record) is appropriate if it represents an aspect of the Real World state that hasn't been previously accounted for. To have more than one instance of a record of the same Real World state doesn't add any significant value, but a record of the same Real World state that has related data, in another context for example, adds value if it doesn't lead to a meaningless Real World state such as a contradiction. For example, having two instances of the same story do not add any value unless one of the stories has different information in it which does not contradict the other. Figure 1 illustrates this point by showing three instances of data represented by spheres in the column labeled RW (Real World) and four instances of Data in the D column. Each Real World state is represented by a datum in the information system with one instance of a Real World state being represented by two instances of data in the Information System.

Figure 1.



Incomplete representation
If the Information System is missing some information about the real world, then the information system cannot accurately represent the state of the real world for which it was intended. This is termed as "incompleteness". Figure 2 illustrates this point by showing three instances of data represented by spheres in the column labeled RW (Real World) and two instances of Data in the D column. One instance of a Real World state is not represented by the Data in column D.

Figure 2





Ambiguous representation
While it is permissible to use to a multiple datum to represent one real world state, it is not permissible to use one datum to represent two real world states. If multiple Real World states are represented by one datum there is not enough information with which to accurately represent either Real World state. This situation is called "Ambiguity". It is similar to incomplete representation because it can be considered an instance of missing information, even though one datum could incompletely represent two instances of a Real World state because it is not specific enough. It is analogous to using the term "she" in a conversation when discussing an event concerning multiple women. By not specifying which "she" is being referenced, the details of the event become unclear because the "she" being referred to is ambiguous.

Figure 3 illustrates this point by showing three instances of data represented by spheres in the column labeled RW (Real World) and two instances of Data in the D column. One instance of a Real World state is not represented by the Data in column D but instead, two instances of Real World states are represented by one instance of an information state.

Figure 3





Meaningless representation
When the information system contains superfluous information then it can lead to a situation where the Information System does not accurately represent (map back to) a real world state. For example this can occur by the use of too many descriptive terms, undefined terms or some minor addition to the story intended as an elaboration. To say that in a battle some person or group chose a brilliant strategy and exhibited exceptional strength or bravery may mean that an unintended desperate situation has been incorrectly represented and will be incorrectly interpreted. This situation happens often in television, movies and songs about historical events such as the Spartan battle with the Persians at Thermopylae depicted in the movie "300" or Egyptian Hieroglyphs documenting events in the lives of pharoahs.

Figure 4 illustrates this point by showing two instances of data represented by spheres in the column labeled RW (Real World) and three instances of Data in the D column. One instance of an information state is not represented by or does not map back to a real world state .

Figure 4





Operation Deficiencies - Garbling:
Meaningless State
In human terms, garbling occurs at the point of "consumption" or reading and interpretation. In Information Systems, it occurs at operation time or when the database is being accessed. Garbling occurs when a Real World state is incorrectly mapped to a wrong state in the Information System. There are two cases in which this occurs. If a meaningless state exists, then Real World mapping will be to a meaningless state, or the mapping might be to a meaningful but incorrect information state. This can occur as a result of inaccurate data entry or omissions of real world states at the creation or origin of the data. Analogous examples of this type of garbling are legends, folktales and the "Artistic License" of the author or originator.

Figure 5 illustrates this point by showing two instances of data represented by spheres in the column labeled RW (Real World) and three instances of Data in the D column. One instance of an information state is not represented by or does not map back to a real world state and a Real World state in incorrectly interpreted as being represented by the superfluous datum.

Figure 5






Map to a wrong state
Figure 6 illustrates this phenomena by showing two instances of data represented by spheres in the column labeled RW (Real World) and three instances of Data in the D column. One instance of an information state is not represented by or does not map back to a real world state and a Real World state in incorrectly interpreted as being represented by a valid however incorrect or unintended information state.

Figure 6





In successive articles I will explore each IDQ design deficiency and give a biblical example.

REFERENCES AND FURTHER READING
1. Wikipedia, "Data Management"
2. Information Quality at MIT
3. Anchoring Data Quality Dimensions in Ontological Foundations
4. DMReview, Data Management Review
5. IQ-1 Certificate Program
6. Wikipedia, 2003 Invasion of Iraq
7. How Accurate Is The Bible?
8. Datalever.com
9. Wikipedia, Tanakh
10. Null Hypothesis
11. Beyond Accuracy: What Data Quality Means To Consumers
12. IQ Benchmarks
13. Reasonable Doubt About Adaption Theory
14. IQ Trainwrecks
15. Robert Harris' VirtualSalt
16. Data Quality Assessment
17. Cornell University Library
18. Guidelines for Ensuring and Maximizing the Quality, Objectivity, Utility and Integrity of Information Disseminated by Federal Agnecies
19. East Tennesee State University Researchers Toolbox
20. George Mason Univeristy
21. McGraw-Hill Higher Education, Evaluating Internet Resources
22. The Virtual Chase, Criteria for Quality in Information--Checklist
23. Know Your Bible
24. Wikipedia, Authors of The Bible
25. Ancient HistoriansPart 1, Part 2
26. Wikipedia, History of Mathematics
27. Data Quality Requirements Analysis and Modeling
28. Major Religions of the World Ranked by Number of Adherents
29. Making Sense of Probability
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Monday, November 10, 2008

Overview of IDQ Deficiencies Which Are Evident In Scripture

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The originators of scripture had a remarkable lack of insight when creating scripture considering it was revealed to them by God. Apparently God didn't reveal to them some fundamental principles in ensuring they were creating quality information and data that would stand the test of time and generations.

This article introduces Information and Data Quality design deficiencies which will be elaborated on with scriptural examples in follow on articles and will serve as quick reference for them. It is part four of a series on applying IDQ priniciples to cross-checking the authority and trustworthiness of the Bible. Links to the preceding articles follow.
1. How Accurate is the Bible?
2. Applying Data and Information Quality Principles To The Bible
3. Applying IDQ Principles of Research To The Bible

What are Design Deficiencies?
As the saying goes "Do it right the first time" many industries recognize and practice the principle of ensuring quality early in the production cycle to avoid problems later in the cycle or in the market(27). As a marksman knows when taking aim, a tiny deviation from the target at the source can lead to large deviation at the target. By not ensuring data integrity and quality at the creation of scripture, many problems have manifested themselves and continue to appear as the scripture gets older. Metaphors do not retain their integrity in meaning over thousands of years. Some of the problems have led to persecution for heresy, divisions in the church and division of the Churches into denomintations until there are tens of thousands of variations of Christianity in existence. For example, they may all agree that Jesus died on the Cross, but they don’t all agree on his nature.

With these kinds of problems it is no wonder why after close to 2000 years, Christianity has only a 33% mind share while all other religions together total 66%(28). Its not that people are evil so they don't believe, it is that there are no compelling reasons to believe in Jesus. Comparing all these religions to some other philosophical ideas that were developing in parallel about the same time, Mathematics has become ubiquitous while the various religions are still languishing under the weight of implausibility(26).

The originators of scripture had a remarkable lack of insight when creating scripture considering it was revealed to them by God. Apparently God didn't reveal to them some fundamental principles in ensuring they were creating quality information and data that would stand the test of time and generations. And furthermore God had a choice in who he revealed scripture to. Using the law of large numbers, he would have been able to analyze and consider any number of millions of starting points for his desired outcome to include the one person that would start a path of reliable transmission of the data from person to person(29). He, like no one else, had the ability to choose the one in ten million starting point that would have gotten the scripture to this point uncorrupted.

Overview of Proper Representation and Design Deficiencies
Some fundamental deficiencies in data design and creation have been identified in the field of Information and Data Quality through research and trial and error(3). Each of them will be defined in this overview and then how they relate to scripture will be elaborated on separately in follow on articles.
They are as follows.
- Incomplete representation
- Ambiguous representation
- Meaningless representation
- Garbling by mapping to a meaningless state
- Garbling by mapping to a wrong state

Proper representation
In order for an Information System (IS) to accurately represent real world events, each of the datum in the Information System must "map" to real world states. Each real word state must be accounted for in the information system. Having more than one instance of a state (a record) is appropriate if it represents an aspect of the state that hasn't been previously accounted for. To have more than one instance of a record of the same state doesn't add any significant value, but a record of the same state that has related data, in another context for example, adds value if it doesn't lead to a meaningless state. For example, having two instances of the same story do not add any value unless one of the stories has information in it which does not contradict the other. Figure 1 illustrates this point by showing three instances of data represented by spheres in the column labeled RW (Real World) and four instances of Data in the D column. Each Real World state is represented by a datum in the information system with one instance of a Real World state being represented by two instances of data in the Information System.

Figure 1.




Incomplete representation
If the Information System is missing some information about the real world, then the information system cannot accurately represent the state of the real world for which it was intended. This is termed as "incompleteness". Figure 2 illustrates this point by showing three instances of data represented by spheres in the column labeled RW (Real World) and two instances of Data in the D column. One instance of a Real World state is not represented by the Data in column D.

Figure 2






Ambiguous representation
While it is permissible to use to a multiple datum to represent one real world state, it is not permissible to use one datum to represent two real world states. If multiple Real World states are represented by one datum there is not enough information with which to accurately represent either Real World state. This situation is called "Ambiguity". It is similar to incomplete representation because it can be considered an instance of missing information, even though one datum could incompletely represent two instances of a Real World state because it is not specific enough. It is analogous to using the term "she" in a conversation when discussing an event concerning multiple women. By not specifying which "she" is being referenced, the details of the event become unclear because the "she" being referred to is ambiguous.

Figure 3 illustrates this point by showing three instances of data represented by spheres in the column labeled RW (Real World) and two instances of Data in the D column. One instance of a Real World state is not represented by the Data in column D but instead, two instances of Real World states are represented by one instance of an information state.

Figure 3






Meaningless representation
When the information system contains superfluous information then it can lead to a situation where the Information System does not accurately represent (map back to) a real world state. For example this can occur by the use of too many descriptive terms, undefined terms or some minor addition to the story intended as an elaboration. To say that in a battle some person or group chose a brilliant strategy and exhibited exceptional strength or bravery may mean that an unintended desperate situation has been incorrectly represented and will be incorrectly interpreted. This situation happens often in television, movies and songs about historical events such as the Spartan battle with the Persians at Thermopylae depicted in the movie "300" or Egyptian Hieroglyphs documenting events in the lives of pharoahs.

Figure 4 illustrates this point by showing two instances of data represented by spheres in the column labeled RW (Real World) and three instances of Data in the D column. One instance of an information state is not represented by or does not map back to a real world state .

Figure 4






Operation Deficiencies - Garbling:
Meaningless State
In human terms, garbling occurs at the point of "consumption" or reading and interpretation. In Information Systems, it occurs at operation time or when the database is being accessed. Garbling occurs when a Real World state is incorrectly mapped to a wrong state in the Information System. There are two cases in which this occurs. If a meaningless state exists, then Real World mapping will be to a meaningless state, or the mapping might be to a meaningful but incorrect information state. This can occur as a result of inaccurate data entry or omissions of real world states at the creation or origin of the data. Analogous examples of this type of garbling are legends, folktales and the "Artistic License" of the author or originator.

Figure 5 illustrates this point by showing two instances of data represented by spheres in the column labeled RW (Real World) and three instances of Data in the D column. One instance of an information state is not represented by or does not map back to a real world state and a Real World state in incorrectly interpreted as being represented by the superfluous datum.

Figure 5







Map to a wrong state
Figure 5 illustrates this phenomena by showing two instances of data represented by spheres in the column labeled RW (Real World) and three instances of Data in the D column. One instance of an information state is not represented by or does not map back to a real world state and a Real World state in incorrectly interpreted as being represented by a valid however incorrect or unintended information state.

Figure 6






In successive articles I will explore each IDQ design deficiency and give a biblical example.

REFERENCES AND FURTHER READING
1. Wikipedia, "Data Management"
2. Information Quality at MIT
3. Anchoring Data Quality Dimensions in Ontological Foundations
4. DMReview, Data Management Review
5. IQ-1 Certificate Program
6. Wikipedia, 2003 Invasion of Iraq
7. How Accurate Is The Bible?
8. Datalever.com
9. Wikipedia, Tanakh
10. Null Hypothesis
11. Beyond Accuracy: What Data Quality Means To Consumers
12. IQ Benchmarks
13. Reasonable Doubt About Adaption Theory
14. IQ Trainwrecks
15. Robert Harris' VirtualSalt
16. Data Quality Assessment
17. Cornell University Library
18. Guidelines for Ensuring and Maximizing the Quality, Objectivity, Utility and Integrity of Information Disseminated by Federal Agnecies
19. East Tennesee State University Researchers Toolbox
20. George Mason Univeristy
21. McGraw-Hill Higher Education, Evaluating Internet Resources
22. The Virtual Chase, Criteria for Quality in Information--Checklist
23. Know Your Bible
24. Wikipedia, Authors of The Bible
25. Ancient HistoriansPart 1, Part 2
26. Wikipedia, History of Mathematics
27. Data Quality Requirements Analysis and Modeling
28. Major Religions of the World Ranked by Number of Adherents
29. Making Sense of Probability
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