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Introduction to Modern Information Retrieval
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29 September 2017

COMPUTERS / System Administration / Storage & Retrieval, Information retrieval and access, LANGUAGE ARTS & DISCIPLINES / Library & Information Science / General, Information retrieval
"For this third edition of a text for undergraduate and graduate students of library and information science, Chowdhury ... incorporates changes in the field since 2004 and provides a new chapter on citation indexing. The book is written from a relatively non-technical perspective, covering the spectrum of information storage and retrieval in a way that's relevant to an international readership."
1. Basic concepts of information retrieval systems
- Introduction
- Features of an information retrieval system
- Elements of an information retrieval system
- Kinds of information retrieval systems
- Design issues
- Discussion
- References
2. Database technology
- Introduction
- Data
- The database
- Kinds of databases
- Database technology
- The development of databases in an information retrieval environment
- Discussion
- References
3. Bibliographic formats
- Introduction
- Bibliographic records
- ISO 2709: Format for bibliographic information interchange
- MARC format
- UNIMARC format
- The Common Communication Format
- Discussion
- References
4. Cataloguing and metadata
- Introduction
- Cataloguing
- Metadata
- Discussion
- References
5. Subject analysis and representation
- Introduction
- Classification
- Types of bibliographic classification schemes
- Major library classification schemes
- Classification of electronic resources
- Subject analysis
- Manual indexing
- Theory of indexing
- Discussion
- References
6. 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
7. Vocabulary control
- Introduction
- Controlled vs natural indexing
- Vocabulary control tools
- Thesauri
- Criteria for evaluating a thesaurus
- Use of thesauri in online information retrieval
- Discussion
- References
8. Abstracts and abstracting
- Introduction
- 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
- Discussion
- 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
- Discussion
- References
13. Evaluation of information retrieval systems
- Introduction
- The purpose of evaluation
- Evaluation criteria
- The steps of evaluation
- Discussion
- References
14. Evaluation experiments
- Introduction
- The Cranfield tests
- MEDLARS
- The SMART retrieval experiment
- The STAIRS project
- Limitations of early evaluation studies
- TREC
- Discussion
- References
15. Online and CD-ROM information retrieval
- Introduction
- Online searching
- CD-ROM databases
- Discussion
- References
16. Multimedia information retrieval
- Introduction
- Multimedia information retrieval systems
- Standards
- Discussion
- 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
- Web information retrieval: issues and challenges
- Access to information on the web: the tools
- Economic aspects of web information and search engines
- Deciding which pages to return
- Search engine optimization
- Web information retrieval: evaluation studies
- Information seeking on the web
- Discussion
- References
19. Natural language processing and information retrieval
- Introduction
- Natural language understanding
- Syntactic analysis
- Semantic analysis
- Pragmatic knowledge
- Discussion
- References
20. Natural language processing applications in information retrieval
- Introduction
- Cross-language information retrieval
- Machine translation
- Question answering systems
- Text mining
- Information extraction
- Discussion
- References
21. Citation analysis and information retrieval
- Introduction
- Bibliometrics, scientometrics and webometrics
- Citation indexes and information retrieval
- Discussion
- References
22. Information retrieval in digital libraries
- Introduction
- Information resources in digital libraries
- The basic design of a digital library
- Interoperability
- Common features of digital libraries
- Information retrieval features of selected digital libraries
- Problems and prospects
- Discussion
- 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
- Evaluation of natural language processing systems
- Machine translation
- Conclusions
- References