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Information Retrieval Transfer Cycle Dania Bilal IS 530 Fall 2007
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Information Retrieval System A set of components that interact to provide feedback Comprised of interlinked entities Agency that creates the databases People Documents
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Interlinked Entities Agency Documents People
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IR Information Transfer Inputs Processes Objectives of the System Outputs
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The IR Cycle Documents are analyzed, translated, indexed, and stored. Documents are organized Cataloging (description/representation of docs.) Subject indexing
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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
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The IR Cycle Language of the system (controlled vocabulary) List of subject headings (Pre-coordinate) Thesauri (Pre-coordinate) Classification scheme
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The IR Cycle Documents are represented by other entities Author(s) Date of publication Language Identifiers Entities may become access points
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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
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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
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The IR Cycle Output A set of records found and deemed relevant to a user query User judgment of retrieval
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User Judgment Relevance to information need Relevance ranking by IR system Relevance vs. pertinence
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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)
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Document-Based IRs Analysis of user query (done by system) Match of user query with relevant documents Delivery of documents (output)
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The IR Cycle
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Information Seeking Process of finding information to fill a knowledge gap User requests Known item searches Unknown item searches Subject searches
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Discussion How does the IR transfer cycle in databases varies from the cycle in Web search engines?
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Search Logic Overview Boolean logic Search parameters Phrase Proximity Use of specific fields to search Nesting
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