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9.613 Using Information Technology1 Class 4 Management of Data, Information and Knowledge Asper School of Business 9.613 Using Information Technology Part-Time MBA, December 2001 Instructor: Bob Travica
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9.613 Using Information Technology2 Data, Information, Knowledge Outline Data, Information, Knowledge - MIS Focus Technology for Managing Data/Information Managing Information - Life Cycle Metaphor Technology for Information Management Knowledge Management--separate slides
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9.613 Using Information Technology3 Data, Information, Knowledge - Relationships Data InformationKnowledge Size, Complexity, Management Cost): lowhigh Data Information Knowledge More
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9.613 Using Information Technology4 Data refers to sets of symbols (textual, visual, audio) that may have some generic meaning or no meaning. (e.g., “bob” vs “cpc”; “client”) Information refers to data with specific meaning. Usually implies putting data in some context (sentence, other data). (e.g., “bob is my friend”, “bob not meaning beans in a Slavic language”; “cpc is encrypted ‘bob’ ”; “client device sends requests to the server; database record)
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9.613 Using Information Technology5 Knowledge refers to interconnected information that signifies what is/will be, why is/will be, and how to do. Or, WHAT: semantics (definition), taxonomy (classification), episodic (description), ontology (all of this and analysis/synthesis) & HOW: procedural knowledge--how to do.
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9.613 Using Information Technology6 Relationships between data, information and knowledge For example, - data provides building blocks for information and information does so for knowledge; - knowledge facilitates creation of information from data; - new data changes information, new information changes knowledge Fuzzy boundaries between information and knowledge
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9.613 Using Information Technology7 1960 Data - storage IT critical Information - use of info for decision making; improved DBMS, MIS, DSS Knowledge 199019801970 Data, Information, Knowledge - MIS Focus Evolution In MIS, these 3 usually called information resources Point of confusion (!): “information” used in broader sense to include all 3
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9.613 Using Information Technology8 Information Resources - some modern issues More vs. less structured information (records vs. documents) Hypertext-based structures as pattern of linked data/info Data about data -- metadata or information/knowledge (data dictionary; data definitions in DBMS; tags in markup languages)
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9.613 Using Information Technology9 Technology for Managing Data/Information Paper Files Electronic (“Flat”) Files DBMS time Technology DBMS models (hierarchical, network, relational, object) Challenges of multimedia data
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9.613 Using Information Technology10 Newer Database Developments Data Warehousing Data Mining Online Analytical Processing (OLAP) Grayish area: borderline between information and knowledge?
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9.613 Using Information Technology11 Managing Information - Life Cycle Metaphor Collect, Create Discard (after x cycles) Filter Organize Store Transfer, Share Retrieve Use Update Knowledge management uses similar cycle
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9.613 Using Information Technology12 Technology for Information Management Information filtering (reduce size - increase relevance) Databases (organize, store, retrieve) Management Information Systems Decision support systems (knowledge implications) Communication (transfer, create) Groupware (create, store, share)
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9.613 Using Information Technology13 Knowledge Management Note: Check the other set of slides.
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