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Information storage and retrieval systems : theory and implementation 2nd ed

Information storage and retrieval systems : theory and implementation 2nd ed (1회 대출)

자료유형
단행본
개인저자
Kowalski, Gerald, 1945- Maybury, Mark T. Kowalski, Gerald , 1945-.
서명 / 저자사항
Information storage and retrieval systems : theory and implementation / by Gerald Kowalski, Mark T. Maybury.
판사항
2nd ed.
발행사항
Boston, MA :   Kluwer Academic,   c2000.  
형태사항
xiii, 318 p. : ill. ; 24 cm.
총서사항
Kluwer international series on information retrieval ; INRE 8
ISBN
0792379241 (alk. paper)
일반주기
Rev. ed. of: Information retrieval systems. c1997.  
서지주기
Includes bibliographical references and index.
일반주제명
Database management. Information storage and retrieval systems.
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020 ▼a 0792379241 (alk. paper)
040 ▼a DLC ▼c DLC ▼d UKM ▼d OHX ▼d 211009
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100 1 ▼a Kowalski, Gerald, ▼d 1945-
245 1 0 ▼a Information storage and retrieval systems : ▼b theory and implementation / ▼c by Gerald Kowalski, Mark T. Maybury.
250 ▼a 2nd ed.
260 ▼a Boston, MA : ▼b Kluwer Academic, ▼c c2000.
300 ▼a xiii, 318 p. : ▼b ill. ; ▼c 24 cm.
440 0 ▼a Kluwer international series on information retrieval ; ▼v INRE 8
500 ▼a Rev. ed. of: Information retrieval systems. c1997.
504 ▼a Includes bibliographical references and index.
650 0 ▼a Database management.
650 0 ▼a Information storage and retrieval systems.
700 1 ▼a Maybury, Mark T.
700 1 ▼a Kowalski, Gerald , ▼d 1945-. ▼t Information retrieval systems.

No. 소장처 청구기호 등록번호 도서상태 반납예정일 예약 서비스
No. 1 소장처 중앙도서관/서고6층/ 청구기호 005.74068 K88i2 등록번호 111187826 도서상태 대출가능 반납예정일 예약 서비스 B M
No. 2 소장처 세종학술정보원/과학기술실/ 청구기호 005.74068 K88i2 등록번호 151101623 도서상태 대출가능 반납예정일 예약 서비스
No. 소장처 청구기호 등록번호 도서상태 반납예정일 예약 서비스
No. 1 소장처 중앙도서관/서고6층/ 청구기호 005.74068 K88i2 등록번호 111187826 도서상태 대출가능 반납예정일 예약 서비스 B M
No. 소장처 청구기호 등록번호 도서상태 반납예정일 예약 서비스
No. 1 소장처 세종학술정보원/과학기술실/ 청구기호 005.74068 K88i2 등록번호 151101623 도서상태 대출가능 반납예정일 예약 서비스

컨텐츠정보

목차


CONTENTS
Preface = xi
1 Introduction to Information Retrieval Systems = 1
 1.1 Definition of Information Retrieval System = 2
 1.2 Objectives of Information Retrieval Systems = 4
 1.3 Functional Overview = 10
  1.3.1 Item Normalization = 10
  1.3.2 Selective Dissemination of Information = 16
  1.3.3 Document Database Search = 18
  1.3.4 Index Database Search = 18
  1.3.5 Multimedia Database Search = 20
 1.4 Relationship to Database Management Systems = 20
 1.5 Digital Libraries and Data Warehouses = 21
 1.6 Summary = 24
2 Information Retrieval System Capabilities = 27
 2.1 Search Capabilities = 28
  2.1.1 Boolean Logic = 29
  2.1.2 Proximity = 30
  2.1.3 Contiguous Word Phrases = 31
  2.1.4 Fuzzy Searches = 32
  2.1.5 Term Masking = 32
  2.1.6 Numeric and Date Ranges = 33
  2.1.7 Concept and Thesaurus Expansions = 34
  2.1.8 Natural Language Queries = 36
  2.1.9 Multimedia Queries = 37
 2.2 Browse Capabilities = 38
  2.2.1 Ranking = 38
  2.2.2 Zoning = 40
  2.2.3 Highlighting = 40
 2.3 Miscellaneous Capabilities = 41
  2.3.1 Vocabulary Browse = 41
  2.3.2 Iterative Search and Search History Log = 42
  2.3.3 Canned Query = 43
  2.3.4 Multimedia = 43
 2.4 Z39.50 and WAIS Standards = 44
 2.5 Summary = 47
3. Cataloging and Indexing = 51
 3.1 History and Objectives of Indexing = 52
  3.1.1 History = 52
  3.1.2 Objectives = 54
 3.2 Indexing Proccss = 56
  3.2.1 Scope of Indexing = 57
  3.2.2 Precoordination and Linkages = 58
 3.3 Automatic Indexing = 58
  3.3.1 Indexing by Term = 61
  3.3.2 Indexing by Concept = 63
  3.3.3 Multimedia Indexing = 64
 3.4 Information Extraction = 65
 3.5 Summary = 68
4. Data Structure = 71
 4.1 Introduction to Data Structure = 72
 4.2 Stemming Algorithms = 73
  4 2.1 Introduction to the Stemming Process = 74
  4.2.2 Porter Stemming Algorithm = 75
  4.2.3 Dictionary Look-up Stemmers = 77
  4.2.4 Successor Stemmers = 78
  4.2.5 Conclusions = 80
 4.3 Inverted File Structure = 82
 4.4 N-Gram Data Structures = 85
  4.4.1 History = 86
  4.4.2 N-Gram Data Structure = 87
 4.5 PAT Data Structure = 88
 4.6 Signature File Structure = 93
 4.7 Hypertext and XML Data Structures = 94
  4.7.1 Definition of Hypertext Structure = 95
  4.7.2 Hypertext History = 97
  4.7.3 XML = 98
 4.8 Hidden Markov Models = 99
 4.9 Summary = 102
5. Automatic Indexing = 105
 5.1 Classes of Automatic Indexing = 105
 5.2 Statistical Indexing = 108
  5.2.1 Probabilistic Weighting = 108
  5.2.2 Vector Weighting = 111
   5.2.2.1 Simple Term Frequency Algorithm = 113
   5.2.2.2 Inverse Document Frequency = 116
   5.2.2.3 Signal Weighting = 117
   5.2.2.4 Discrimination Value = 119
   5.2.2.5 Problems With Weighting Schemes = 120
   5.2.2.6 Problems With the Vector Model = 121
  5.2.3 Bayesian Model = 122
 5.3 Natural Language = 123
  5.3.1 Index Phrase Generation = 125
  5.3.2 Natural Language Processing = 128
 5.4 Concept Indexing = 130
 5.5 Hypertext Linkages = 132
 5.6 Summary = 135
6. Document and Term Clustering = 139
 6.1 Introduction to Clustering = 140
 6.2 Thesaurus Generation = 143
  6.2.1 Manual Clustering = 144
  6.2.2 Automatic Term Clustering = 145
   6.2.2.1 Complete Term Method = 146
   6.2.2.2 Clustering Using Existing Clusters = 151
   6.2.2.3 One Pass,Assignments = 153
 6.3 Item Clustering = 154
 6.4 Hierarchy of Clusters = 156
 6.5 Summary = 160
7. User Search Techniques = 165
 7.1 Search Statements and Binding = 166
 7.2 Similarity Measures and Ranking = 167
  7.2.1 Similarity Measures = 168
  7.2.2 Hidden Markov Model Techniques = 173
  7.2.3 Ranking Algorithms = 174
 7.3 Relevance Feedback = 175
 7.4 Selective Dissemination of Information Search = 179
 7.5 Weighted Searches of Boolean Systems = 186
 7.6 Searching the INTERNET and Hypertext = 191
 7.7 Summary = 194
8. Information Visualization = 199
 8.1 Introduction to Information Visualization = 200
 8.2 Cognition and Perception = 203
  8.2.l Background = 203
  8.2.2 Aspects of Visualization Process = 204
 8.3 Information Visualization Technologies = 208
 8.4 Summary = 218
9. Text Search Algorithms = 221
 9.1 Introduction to Text Search Techniques = 221
 9.2 Software Text Search Algorithms = 225
 9.3 Hardware Text Search Systems = 233
 9.4 Summary = 238
10. Multimedia Information Retrieval = 241
 10.1 Spoken Language Audio Retrieval = 242
 10.2 Non-Speech Audio Retrieval = 244
 10.3 Graph Retrieval = 245
 10.4 Imagery Retrieval = 246
 10.5 Video Retrieval = 249
 10.6 Summary = 255
11. Information System Evaluation = 257
 11.1 Introduction to Information System Evaluation = 257
 11.2 Measures Used in System Evaluations = 260
 11.3 Measurement Example - TREC Results = 267
 11.4 Summary = 278
References = 281
Subject Index = 313


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