Information retrieval: algorithms and heuristics
Saved in:
| Main Authors: | , |
|---|---|
| Format: | Book |
| Language: | English |
| Published: |
Dordrecht [u.a.]
Springer
2004
|
| Edition: | 2. ed. |
| Series: | The Kluwer international series on information retrieval
15 |
| Subjects: | |
| Online Access: | Inhaltsverzeichnis |
| Physical Description: | XVII, 332 S. Ill. |
| ISBN: | 1402030037 1402030045 |
Staff View
MARC
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Record in the Search Index
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| adam_text | Contents
Dedication
List of Figures
Preface
Acknowledgments
1.
INTRODUCTION
2.
RETRIEVAL STRATEGIES
2.1
Vector Space Model
2.2
Probabilistic Retrieval Strategies
2.3
Language Models
2.4
Inference Networks
2.5
Extended Boolean Retrieval
2.6
Latent Semantic Indexing
2.7
Neural Networks
2.8
Genetic Algorithms
2.9
Fuzzy Set Retrieval
2.10
Summary
2.11
Exercises
3.
RETRIEVAL UTILITIES
3.1
Relevance Feedback
3.2
Clustering
3.3
Passage-based Retrieval
3.4
N-grams
3.5
Regression Analysis
V
xi
XV
xix
11
21
45
57
67
70
74
80
84
90
91
93
94
105
113
115
119
Vlil
INFORMATION
RETRIEVAL-ALGORITHMS AND HEURISTICS
3.6
Thesauri
122
3.7
Semantic Networks
132
3.8
Parsing
139
3.9
Summary
146
3.10
Exercises
146
4.
CROSS-LANGUAGE INFORMATION RETRIEVAL
149
4.1
Introduction
149
4.2
Crossing the Language Barrier
151
4.3
Cross-Language Retrieval Strategies
157
4.4
Cross Language Utilities
170
4.5
Summary
178
4.6
Exercises
179
5.
EFFICIENCY
181
5.1
Inverted Index
182
5.2
Query Processing
195
5.3
Signature Files
199
5.4
Duplicate Document Detection
203
5.5
Summary
208
5.6
Exercises
209
6.
INTEGRATING STRUCTURED DATA AND TEXT
211
6.1
Review of the Relational Model
215
6.2
A Historical Progression
222
6.3
Information Retrieval as a Relational Application
228
6.4
Semi-Structured Search using a Relational Schema
245
6.5
Multi-dimensional Data Model
250
6.6
Mediators
250
6.7
Summary
253
6.8
Exercises
254
7.
PARALLEL INFORMATION RETRIEVAL
257
7.1
Parallel Text Scanning
258
7.2
Parallel Indexing
263
7.3
Clustering and Classification
270
7.4
Large Parallel Systems
271
Contents ix
7.5
Summary
272
7.6
Exercises
274
8.
DISTRIBUTED INFORMATION RETRIEVAL
275
8.1
A Theoretical Model of Distributed Retrieval
276
8.2
Web Search
281
8.3
Result Fusion
284
8.4
Peer-to-Peer Information Systems
286
8.5
Other Architectures
289
8.6
Summary
290
8.7
Exercises
290
9.
SUMMARY AND FUTURE DIRECTIONS
291
References
299
Index
331
|
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| discipline | Informatik |
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| isbn | 1402030037 1402030045 |
| language | English |
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| series | The Kluwer international series on information retrieval |
| series2 | The Kluwer international series on information retrieval |
| spelling | Grossman, David A. Verfasser aut Information retrieval algorithms and heuristics by David A. Grossman and Ophir Frieder 2. ed. Dordrecht [u.a.] Springer 2004 XVII, 332 S. Ill. txt rdacontent n rdamedia nc rdacarrier The Kluwer international series on information retrieval 15 Algoritmen gtt Information storage and retrieval gtt Systèmes d'information Information storage and retrieval systems Information Retrieval (DE-588)4072803-1 gnd rswk-swf Information Retrieval (DE-588)4072803-1 s DE-604 Frieder, Ophir Verfasser (DE-588)1034931938 aut The Kluwer international series on information retrieval 15 (DE-604)BV011555884 15 Digitalisierung UB Regensburg application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=012920427&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
| spellingShingle | Grossman, David A. Frieder, Ophir Information retrieval algorithms and heuristics The Kluwer international series on information retrieval Algoritmen gtt Information storage and retrieval gtt Systèmes d'information Information storage and retrieval systems Information Retrieval (DE-588)4072803-1 gnd |
| subject_GND | (DE-588)4072803-1 |
| title | Information retrieval algorithms and heuristics |
| title_auth | Information retrieval algorithms and heuristics |
| title_exact_search | Information retrieval algorithms and heuristics |
| title_full | Information retrieval algorithms and heuristics by David A. Grossman and Ophir Frieder |
| title_fullStr | Information retrieval algorithms and heuristics by David A. Grossman and Ophir Frieder |
| title_full_unstemmed | Information retrieval algorithms and heuristics by David A. Grossman and Ophir Frieder |
| title_short | Information retrieval |
| title_sort | information retrieval algorithms and heuristics |
| title_sub | algorithms and heuristics |
| topic | Algoritmen gtt Information storage and retrieval gtt Systèmes d'information Information storage and retrieval systems Information Retrieval (DE-588)4072803-1 gnd |
| topic_facet | Algoritmen Information storage and retrieval Systèmes d'information Information storage and retrieval systems Information Retrieval |
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