Information retrieval systems: theory and implementation
Saved in:
| Main Author: | |
|---|---|
| Format: | Book |
| Language: | Undetermined |
| Published: |
Boston [u.a.]
Kluwer
1999
|
| Edition: | 3. pr. |
| Series: | The Kluwer international series on information retrieval
1 |
| Subjects: | |
| Online Access: | Inhaltsverzeichnis |
| Physical Description: | XIII, 282 S. graph. Darst. |
| ISBN: | 0792399269 |
Staff View
MARC
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| 264 | 1 | |a Boston [u.a.] |b Kluwer |c 1999 | |
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Record in the Search Index
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|---|---|
| adam_text | CONTENTS
Preface
xi
1
Introduction to
Infonnation Processing
Systems
1
1.1
Definition of Information Retrieval System
2
1.2
Objectives of Infonnation Retrieval Systems
3
1.3
Functional Overview
9
1.3.1
Item Normalization
9
1.3.2
Selective Dissemination of Infonnation IS
1.3.3
Document Database Search
16
1.3.4
Index Database Search
17
1.4
Relationship to Database Management System
18
1.5
Digital Libraries and Data Warehouses
19
1.6
Summary
21
2
Information Retrieval System Capabilities
25
2.1
Search Capabilities
26
2.1.1
Boolean Logic
27
2.1.2
Proximity
28
2.1.3
Contiguous Word Phrases
29
2.1.4
Fuzzy Searches
30
2.1.5
Term Masking
30
2.1.6
Numeric and Date Ranges
31
2.1.7
Concept and Thesaurus Expansions
32
2.1.8
Natural Language Queries
34
2.2
Browse Capabilities
35
2.1.1
Ranking
36
2.1.2
Zoning
37
2.1.3
Highlighting
37
2.3
Miscellaneous Capabilities
38
2.3.1
Vocabulary Browse
38
2.3.2
Iterative Search and Search History Logs
39
2.3.3
Canned Query
39
2.4
Standards
40
2.4.1
Z39.5OSlandardandWAIS
41
2.4.2
Architecture Standards
43
2.5
Suramary
44
3.
Cataloging and Indexing
47
3.1
History and Objectives of Indexing
48
3.1.1
History
48
3.1.2
Objectives
49
3.2
Indexing Process
52
3.2.1
Scope
of
Indexing 52
3.2.2
Precoadination
and Linkages
53
3.3
Automatic Indexing
54
3.3.1
Indexing by Term
57
3.3.2
Indexing
by Concept
59
3.4
Information
Extraction
60
3.5
Summary
63
4.
Data Structures
«
4.1
Introduction to Data Structure
65
4.2
Stemming Algorithms 67
4.1.1
Introduction to the Stemming Process
67
4.1.2
Porter Algorithm
69
4.1.3
Dictionary Look-up
Stemmers
71
4.1.4
Successor
Stemmers
72
4.1.5
Conclusions
74
4.3
Inverted
Rie
Structure
76
4.4
N-Gram Data Structure
79
4.4.1
History
80
4.4.2
N-Gram Architecture
81
4.5
PAT Data Structure
83
4.6
Signature File Structure
87
4.7
Hypertext Data Structure
88
4.7.1
Definition of Hypertext Structure
89
4.7.2
Hypertext History
91
4.8
Summary
92
5.
Automatic Indexing
95
5.1
Classes of Automatic Indexing
95
5.2
Statistical Indexing
98
5.2Л
Probabilistic Weighting
98
5.2.2
Vector Weighting
101
5.2.2.1
Simple Term Frequency Algorithm
103
5.2.2.2
Inverse Document Frequency
104
5.2.2.3
Signal Weighting
105
5.X2.4 Discrimination Value
107
5.2.25
Problems With Weighting Schemes
108
5.2.2.6
Problems With the Vectcr Model
109
5.2.3
Baysean Model
110
5.3
Natural Language 111
5.3.1
Index Phrase Generation
113
5.3.2
Nätural
Language Processing
116
5.4
Concept Indexing
118
5.5
Hypertext Linkages
120
5.6
Summary
122
6.
Document and Term Clustering
125
6.1
Introduction to Clustering
126
6.2
Thesaurus Generation
129
6.2.1
Manual Clustering
129
6Л.2
Automatic Term Clustering
131
6.2.2.1
Compiete
Term Relation Method
131
6.2.2.2
Clustering
Using Easting Ousters
137
Viii
6.2.2.3
One Pass Assignments
139
6.3
Item Clustering
140
6.4
Hierarchy of Clusters
142
6.5
Summary 145
7.
User Search Techniques
149
7.1
Search Statements and Binding
150
7.2
Similarity Measures and Ranking
151
7.2.1
Similarity Measures
152
7.2.2
Ranking Algorithms
157
7.3
Relevance Feedback
158
7.4
Selective Dissemination of Information Search
162
7.5
Weighted Searches of Boolean Systems
169
7.6
Searching the Internet and Hypertext
174
7.7
Summary
177
8.
Information Visualization
ш
8.1
Introduction to Information Visualization
182
8.2
Cognition and Perception
185
8.2.1
Background
186
8.2.2
Aspects of Visualization Process
187
8.3
Information Visualization Technologies
190
8.4
Summary
200
9.
Text Search Algorithms
203
9.1
Introduction to Text Search Techniques
203
9.2
Software Text Search Algorithms
207
9.3
Hardware Text Search Systems
216
9.4
Summary
220
10.
Information
System Evaluation
223
10.1
Introduction to Information System Evaluation
224
10.2
Measures Used in System Evaluations
226
10.3
Measurement Example
-TREC
Results
233
10.4
Summary
244
References
247
Indexes
Author Index
273
Subject Index
277
ix
|
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| author | Kowalski, Gerald |
| author_facet | Kowalski, Gerald |
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| author_sort | Kowalski, Gerald |
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| bvnumber | BV014044136 |
| classification_rvk | ST 270 |
| ctrlnum | (OCoLC)633098099 (DE-599)BVBBV014044136 |
| discipline | Informatik |
| edition | 3. pr. |
| format | Book |
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| illustrated | Illustrated |
| indexdate | 2024-07-09T18:56:38Z |
| institution | BVB |
| isbn | 0792399269 |
| language | Undetermined |
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| physical | XIII, 282 S. graph. Darst. |
| publishDate | 1999 |
| publishDateSearch | 1999 |
| publishDateSort | 1999 |
| publisher | Kluwer |
| record_format | marc |
| series | The Kluwer international series on information retrieval |
| series2 | The Kluwer international series on information retrieval |
| spelling | Kowalski, Gerald Verfasser aut Information retrieval systems theory and implementation by Gerald Kowalski 3. pr. Boston [u.a.] Kluwer 1999 XIII, 282 S. graph. Darst. txt rdacontent n rdamedia nc rdacarrier The Kluwer international series on information retrieval 1 Information Retrieval (DE-588)4072803-1 gnd rswk-swf Information Retrieval (DE-588)4072803-1 s DE-604 The Kluwer international series on information retrieval 1 (DE-604)BV011555884 1 Digitalisierung UB Regensburg application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=009616959&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
| spellingShingle | Kowalski, Gerald Information retrieval systems theory and implementation The Kluwer international series on information retrieval Information Retrieval (DE-588)4072803-1 gnd |
| subject_GND | (DE-588)4072803-1 |
| title | Information retrieval systems theory and implementation |
| title_auth | Information retrieval systems theory and implementation |
| title_exact_search | Information retrieval systems theory and implementation |
| title_full | Information retrieval systems theory and implementation by Gerald Kowalski |
| title_fullStr | Information retrieval systems theory and implementation by Gerald Kowalski |
| title_full_unstemmed | Information retrieval systems theory and implementation by Gerald Kowalski |
| title_short | Information retrieval systems |
| title_sort | information retrieval systems theory and implementation |
| title_sub | theory and implementation |
| topic | Information Retrieval (DE-588)4072803-1 gnd |
| topic_facet | Information Retrieval |
| url | http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=009616959&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |
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