Knowledge, Information and Data
January 13th, 2005
Introduction
I propose the following hierarchy: data — information — knowledge. Where items in one category are refined and filtered in the process of going to the next.
Short Quotes
Information is not knowledge. Knowledge is not wisdom. Wisdom is not truth. Truth is not beauty. Beauty is not love. Love is not music. Music is the best.
Source: Frank Zappa, Album: Joe’s Garage, Track: Packard Goose
Where is the wisdom we have lost in knowledge?
Where is the knowledge we have in information?
Source: T.S. Eliot Choruses from The Rock
Information and Knowledge
Information may be defined as data relating to states of the world and the state-contingent consequences that follow from events in the world that are either naturally or socially caused. The total set of data is closed in that there is a closed set of states and consequences.
….
…. Following the philosopher Dretske (1982), the tight coupling [between information and knowledge] may be expressed in the following way: information is a commodity that is capable of yielding knowledge; and knowledge is identified with information-produced (or sustained) belief. As this formulation makes clear, the line of causation is from information to knowledge. Knowledge is processed information. [emphasis added]
Fransman, Martin in dosi_ea_1998, p. 148-149
Taxonomy Software
December 26th, 2004
Is there a standard data format for taxonomies/classification systems. Should include a specification of text encoding (like LDIF but for taxonomies). If there is I would guess there will be open source implementations (and if not won’t be that hard to write one’s own).
Requirements:
-
Type of taxonmy:
- Enumerations (flat)
- Tree (single parent)
- Lattice (multiple parent)
- Identifiers. Support for at least 10 million possible elements in taxonomy. Optional: Identifiers should be portable across systems (i.e. you can plug different taxonomies together without recoding identifiers). This means probably want a GUID based id system). Required: basic int32 or int64 based identifiers.
Found So Far
- DELTA http://biodiversity.uno.edu/delta/. Seem to be primarily for standard tree taxonomies for animals and plants.
Written Myself
Two taxonomy systems with gui editors and serialization to xml. One in C# and the other in java. Major issue is non-stdness.
Wild Ideas
- Drupal has a pretty nice web-based gui for creating (and using) taxonomies. Could use that as a front end and then serialize to std text format from the drupal backend db
