Introduction modern information retrieval

By: Chowdhury, G.GMaterial type: TextTextPublication details: London : Facet Publishing , 2004Edition: 2nd edDescription: 474 p. illISBN: 9781856044806 (pb)DDC classification: 025.524
Contents:
Basic concepts of Information retrieval systems Introduction Purpose Functions Components Kinds of information retrieval systems Design issues Design phases References Database technology Introduction Data The database Records and fields Properties of databases Kinds of databases Database technoiogy The deveiopment of databases in an information retrievai environment Discussion References Bibliographic formats introduction Bibiiographic records Integrated database approach ISO 2709: Format for Bibliographic Information Interchange MARC format UNIMARC format The Common Communication Format Discussion References Cataloguing and metadata Introduction Cataloguing Metadata Summary References Subject analysis and representation Introduction Classification Bibliographic Classification Classification of internet resources Subject analysis Subject indexing Exhaustivity and specificity Manual indexing Pre-coordinate indexing systems Post-coordinate indexing systems Problems of manual indexing Theory of indexing Discussion References Automatic Indexing and file organization Introduction The process of indexing Automatic classification Index file organization Inverted file Sequential access Alternative text retrieval structures Discussion References Vocabulary control Introduction Controlled vs natural indexing Vocabulary control tools Guidelines for developing a thesaurus Criteria for evaluating a thesaurus Use of thesauri in online information retrieval References 8 Abstracts and abstracting Abstracts Types of abstract Qualities of abstracts Uses of abstracts The art of abstracting Automatic abstracting Recent works on text summarization Discussion References 9 Searching and retrieval introduction The search strategy and its prerequisites The pre-search interview The searching process Retrieval models Alternative information retrieval models Search facilities offered by most text retrieval systems Discussion References 10 Users of information retrieval Introduction Users and their nature Types of information needs Information needs in different areas of activity Information seeking behaviour of users What we need to know about users User studies Possible sources of information about users References 11 User-centred models of information retrieval Introduction Information seeking Human information behaviour models User-centred information search models Discussion References 12 User interfaces Introduction The four-phase framework for interface design Information seeking and user interfaces User interfaces and visualization User interfaces of some information retrieval systems References 13 Evaluation of Information retrieval systems Introduction The purpose of evaluation Evaluation criteria The steps of evaluation New retrieval parameters References 14 Evaluation experiments introduction The Cranfield tests MEDLARS The SMART retrieval experiment The STAIRS project Limitations of early evaluation studies TREC References 15 Online and CD-ROM information retrieval Introduction Online searching CD-ROM databases Summary References 16 Multimedia information retrieval Introduction Multimedia information retrieval Standards Summary References 17 Hypertext and markup languages Introduction Hypertext Markup languages Discussion References 18 Web information retrieval Introduction Traditional vs web information retrieval Web information: volume and growth Access to information on the web: the tools Web information retrieval: evaluation studies References 19 Intelligent information retrieval introduction intelligent retrieval systems Artificial intelligence Expert systems Kinds of expert systems Components of expert systems Historical development of expert systems Development methodology and approaches Knowledge elicitation and representation methods inference strategies End-user modelling and interfaces Development tools Expert systems for library and information services Discussion References 20 Natural language processing and information retrieval Introduction Natural language understanding Syntactic analysis Semantic analysis Pragmatic knowledge References 21 Natural language processing systems Introduction Literature on natural language processing systems Natural language text processing systems Natural language user interfaces Internet, web and digital library applications of natural language processing systems Machine translation and cross-language information retrieval Summary References 22 Information retrieval in digital libraries Introduction Information resources in digital libraries The basic design of a digital library Interoperability Information retrieval features of selected digital libraries Common features of information retrieval in digital libraries Special IR features in DLs Problems and prospects Summary References 23 Trends in information retrieval Introduction Evaluation of information retrieval systems Developments related to the input subsystem Searching and retrieval User studies and user modelling User interfaces Information retrieval standards and protocols Information retrieval in the context of web and digital libraries Intelligent information retrieval Evaluation of natural language processing systems Machine translation Conclusions References
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General Books General Books Central Library, Sikkim University
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025.524 CHO/I (Browse shelf(Opens below)) Available P10145
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Basic concepts of Information retrieval systems
Introduction
Purpose
Functions
Components
Kinds of information retrieval systems
Design issues
Design phases
References
Database technology
Introduction
Data
The database
Records and fields
Properties of databases
Kinds of databases
Database technoiogy
The deveiopment of databases in an information
retrievai environment
Discussion
References
Bibliographic formats
introduction
Bibiiographic records
Integrated database approach
ISO 2709: Format for Bibliographic Information Interchange
MARC format
UNIMARC format
The Common Communication Format
Discussion
References
Cataloguing and metadata
Introduction
Cataloguing
Metadata
Summary
References
Subject analysis and representation
Introduction
Classification
Bibliographic Classification
Classification of internet resources
Subject analysis
Subject indexing
Exhaustivity and specificity
Manual indexing
Pre-coordinate indexing systems
Post-coordinate indexing systems
Problems of manual indexing
Theory of indexing
Discussion
References
Automatic Indexing and file organization
Introduction
The process of indexing
Automatic classification
Index file organization
Inverted file
Sequential access
Alternative text retrieval structures
Discussion
References
Vocabulary control
Introduction
Controlled vs natural indexing
Vocabulary control tools
Guidelines for developing a thesaurus
Criteria for evaluating a thesaurus
Use of thesauri in online information retrieval
References
8 Abstracts and abstracting
Abstracts
Types of abstract
Qualities of abstracts
Uses of abstracts
The art of abstracting
Automatic abstracting
Recent works on text summarization
Discussion
References
9 Searching and retrieval
introduction
The search strategy and its prerequisites
The pre-search interview
The searching process
Retrieval models
Alternative information retrieval models
Search facilities offered by most text retrieval systems
Discussion
References
10 Users of information retrieval
Introduction
Users and their nature
Types of information needs
Information needs in different areas of activity
Information seeking behaviour of users
What we need to know about users
User studies
Possible sources of information about users
References
11 User-centred models of information retrieval
Introduction
Information seeking
Human information behaviour models
User-centred information search models
Discussion
References
12 User interfaces
Introduction
The four-phase framework for interface design
Information seeking and user interfaces
User interfaces and visualization
User interfaces of some information retrieval systems
References
13 Evaluation of Information retrieval systems
Introduction
The purpose of evaluation
Evaluation criteria
The steps of evaluation
New retrieval parameters
References
14 Evaluation experiments
introduction
The Cranfield tests
MEDLARS
The SMART retrieval experiment
The STAIRS project
Limitations of early evaluation studies
TREC
References
15 Online and CD-ROM information retrieval
Introduction
Online searching
CD-ROM databases
Summary
References
16 Multimedia information retrieval
Introduction
Multimedia information retrieval
Standards
Summary
References
17 Hypertext and markup languages
Introduction
Hypertext
Markup languages
Discussion
References
18 Web information retrieval
Introduction
Traditional vs web information retrieval
Web information: volume and growth
Access to information on the web: the tools
Web information retrieval: evaluation studies
References
19 Intelligent information retrieval
introduction
intelligent retrieval systems
Artificial intelligence
Expert systems
Kinds of expert systems
Components of expert systems
Historical development of expert systems
Development methodology and approaches
Knowledge elicitation and representation
methods
inference strategies
End-user modelling and interfaces
Development tools
Expert systems for library and information services
Discussion
References
20 Natural language processing and information
retrieval
Introduction
Natural language understanding
Syntactic analysis
Semantic analysis
Pragmatic knowledge
References
21 Natural language processing systems
Introduction
Literature on natural language processing systems
Natural language text processing systems
Natural language user interfaces
Internet, web and digital library applications of natural
language processing systems
Machine translation and cross-language information
retrieval
Summary
References
22 Information retrieval in digital libraries
Introduction
Information resources in digital libraries
The basic design of a digital library
Interoperability
Information retrieval features of selected digital libraries
Common features of information retrieval in digital libraries
Special IR features in DLs
Problems and prospects
Summary
References
23 Trends in information retrieval
Introduction
Evaluation of information retrieval systems
Developments related to the input subsystem
Searching and retrieval
User studies and user modelling
User interfaces
Information retrieval standards and protocols
Information retrieval in the context of web and
digital libraries
Intelligent information retrieval
Evaluation of natural language processing systems
Machine translation
Conclusions
References

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