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Information Retrieval Transfer Cycle

Information Retrieval Transfer Cycle. Dania Bilal IS 530 Fall 2007. Information Retrieval System. A set of components that interact to provide feedback Comprised of interlinked entities Agency that creates the databases People Documents. Interlinked Entities. Agency. People. Documents.

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Information Retrieval Transfer Cycle

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  1. Information Retrieval Transfer Cycle Dania Bilal IS 530 Fall 2007

  2. Information Retrieval System • A set of components that interact to provide feedback • Comprised of interlinked entities • Agency that creates the databases • People • Documents

  3. Interlinked Entities Agency People Documents

  4. IR Information Transfer • Inputs • Processes • Objectives of the System • Outputs

  5. The IR Cycle • Documents are analyzed, translated, indexed, and stored. • Documents are organized • Cataloging (description/representation of docs.) • Subject indexing

  6. The IR Cycle • Subject indexing a) Determination of subject content (conceptual analysis) b) Translation of content into language of the system (controlled vocabulary) c) Abstracting

  7. The IR Cycle • Language of the system (controlled vocabulary) • List of subject headings (Pre-coordinate) • Thesauri (Pre-coordinate) • Classification scheme

  8. The IR Cycle • Documents are represented by other entities • Author(s) • Date of publication • Language • Identifiers • Entities may become access points

  9. The IR Cycle • Documents are stored after indexing • Document representation is entered into the matching mechanism • A file of document surrogates is established • File becomes available for searching using a variety of entities/access points

  10. The IR Cycle • User Query • Analyzed for conceptual content • Translated into the language of the system (matched against controlled vocabulary and keywords) • Matched against document surrogates in the database

  11. The IR Cycle • Output • A set of records found and deemed relevant to a user query • User judgment of retrieval

  12. User Judgment • Relevance to information need • Relevance ranking by IR system • Relevance vs. pertinence

  13. Document-Based IRs • Input, output, and matching mechanisms • Selection of documents (done by indexers) • Analysis of documents (done by indexers) • Document organization and representation (done by indexers)

  14. Document-Based IRs • Analysis of user query (done by system) • Match of user query with relevant documents • Delivery of documents (output)

  15. The IR Cycle

  16. Information Seeking • Process of finding information to fill a knowledge gap • User requests • Known item searches • Unknown item searches  Subject searches

  17. Discussion • How does the IR transfer cycle in databases varies from the cycle in Web search engines?

  18. Search Logic Overview • Boolean logic • Search parameters • Phrase • Proximity • Use of specific fields to search • Nesting

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