Information storage and retrieval systems: theory and implementation
Saved in:
| Main Authors: | , |
|---|---|
| Format: | Book |
| Language: | English |
| Published: |
Boston [u.a.]
Kluwer Academic Publ.
2000
|
| Edition: | 2. ed. |
| Series: | The Kluwer international series on information retrieval
8 |
| Subjects: | |
| Online Access: | Inhaltsverzeichnis |
| Physical Description: | XIII, 318 S. |
| ISBN: | 0792379241 |
Staff View
MARC
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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 CannedQuery 43
2.3.4 Multimedia 43
2.4 Z39.50 and WA1S 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
VÜ
3.2 Indexing Process 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 Classesof Automatic Indexing 105
5.2 Statistical Indexing 108
5.2.1 Probabilistic Weighting 108
5.2.2 Vector Weighting 1"
5.2.2.1 Simple Term Frequency Algorithm 113
5.2.2.2 Inverse Document Frequency 116
5.2.2.3 Signal Weighting H7
5.2.2.4 Discrimination Value '19
5.2.2.5 Problems With Weighting Scheines 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 '25
5.3.2 Natural Language Processing '28
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
VÜi
6.2.1 Manual Clustenng 144
6.2.2 Automatic Term Clustering 145
6.2.2.1 Complete Term Relation 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 Hierarchyof 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 Searchingthe 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
8.2.1 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
ix
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
x |
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| ctrlnum | (OCoLC)247572935 (DE-599)BVBBV014067503 |
| dewey-full | 005.74068 |
| dewey-hundreds | 000 - Computer science, information, general works |
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| dewey-tens | 000 - Computer science, information, general works |
| discipline | Informatik |
| edition | 2. ed. |
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| id | DE-604.BV014067503 |
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| indexdate | 2024-07-20T05:29:43Z |
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| isbn | 0792379241 |
| language | English |
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| physical | XIII, 318 S. |
| publishDate | 2000 |
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| publisher | Kluwer Academic Publ. |
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| series | The Kluwer international series on information retrieval |
| series2 | The Kluwer international series on information retrieval |
| spelling | Kowalski, Gerald Verfasser aut Information storage and retrieval systems theory and implementation by Gerald J. Kowalski ; Mark T. Maybury 2. ed. Boston [u.a.] Kluwer Academic Publ. 2000 XIII, 318 S. txt rdacontent n rdamedia nc rdacarrier The Kluwer international series on information retrieval 8 Database management Information retrieval Information-Retrieval-System (DE-588)4670557-0 gnd rswk-swf Information-Retrieval-System (DE-588)4670557-0 s DE-604 Maybury, Mark T. Verfasser aut The Kluwer international series on information retrieval 8 (DE-604)BV011555884 8 HBZ Datenaustausch application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=009634200&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
| spellingShingle | Kowalski, Gerald Maybury, Mark T. Information storage and retrieval systems theory and implementation The Kluwer international series on information retrieval Database management Information retrieval Information-Retrieval-System (DE-588)4670557-0 gnd |
| subject_GND | (DE-588)4670557-0 |
| title | Information storage and retrieval systems theory and implementation |
| title_auth | Information storage and retrieval systems theory and implementation |
| title_exact_search | Information storage and retrieval systems theory and implementation |
| title_full | Information storage and retrieval systems theory and implementation by Gerald J. Kowalski ; Mark T. Maybury |
| title_fullStr | Information storage and retrieval systems theory and implementation by Gerald J. Kowalski ; Mark T. Maybury |
| title_full_unstemmed | Information storage and retrieval systems theory and implementation by Gerald J. Kowalski ; Mark T. Maybury |
| title_short | Information storage and retrieval systems |
| title_sort | information storage and retrieval systems theory and implementation |
| title_sub | theory and implementation |
| topic | Database management Information retrieval Information-Retrieval-System (DE-588)4670557-0 gnd |
| topic_facet | Database management Information retrieval Information-Retrieval-System |
| url | http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=009634200&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |
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