Language modeling for information retrieval:
Saved in:
| Other Authors: | |
|---|---|
| Format: | Book |
| Language: | English |
| Published: |
Dordrecht [u.a.]
Kluwer
2003
|
| Series: | Kluwer international series on information retrieval
13 |
| Subjects: | |
| Online Access: | Inhaltsverzeichnis |
| Physical Description: | XIII, 245 S. graph. Darst. |
| ISBN: | 1402012160 |
Staff View
MARC
| LEADER | 00000nam a2200000 cb4500 | ||
|---|---|---|---|
| 001 | BV026472860 | ||
| 003 | DE-604 | ||
| 005 | 20110228 | ||
| 007 | t | ||
| 008 | 110326s2003 d||| |||| 00||| eng d | ||
| 010 | |a 2003047402 | ||
| 020 | |a 1402012160 |9 1-402-01216-0 | ||
| 035 | |a (OCoLC)249631303 | ||
| 035 | |a (DE-599)BVBBV026472860 | ||
| 040 | |a DE-604 |b ger |e rakwb | ||
| 041 | 0 | |a eng | |
| 049 | |a DE-188 | ||
| 082 | 0 | |a 025.04 | |
| 245 | 1 | 0 | |a Language modeling for information retrieval |c ed. by W. Bruce Croft ... |
| 264 | 1 | |a Dordrecht [u.a.] |b Kluwer |c 2003 | |
| 300 | |a XIII, 245 S. |b graph. Darst. | ||
| 336 | |b txt |2 rdacontent | ||
| 337 | |b n |2 rdamedia | ||
| 338 | |b nc |2 rdacarrier | ||
| 490 | 1 | |a Kluwer international series on information retrieval |v 13 | |
| 650 | 0 | 7 | |a Computerlinguistik |0 (DE-588)4035843-4 |2 gnd |9 rswk-swf |
| 650 | 0 | 7 | |a Information Retrieval |0 (DE-588)4072803-1 |2 gnd |9 rswk-swf |
| 650 | 0 | 7 | |a Sprache |0 (DE-588)4056449-6 |2 gnd |9 rswk-swf |
| 655 | 7 | |0 (DE-588)1071861417 |a Konferenzschrift |y 2001 |z Pittsburgh, Pa. |2 gnd-content | |
| 689 | 0 | 0 | |a Information Retrieval |0 (DE-588)4072803-1 |D s |
| 689 | 0 | 1 | |a Sprache |0 (DE-588)4056449-6 |D s |
| 689 | 0 | 2 | |a Computerlinguistik |0 (DE-588)4035843-4 |D s |
| 689 | 0 | |5 DE-188 | |
| 700 | 1 | |a Croft, W. Bruce |d 1952- |0 (DE-588)137756658 |4 edt | |
| 830 | 0 | |a Kluwer international series on information retrieval |v 13 |w (DE-604)BV011555884 |9 13 | |
| 856 | 4 | 2 | |m HEBIS Datenaustausch |q application/pdf |u http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=022042235&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |3 Inhaltsverzeichnis |
| 999 | |a oai:aleph.bib-bvb.de:BVB01-022042235 | ||
Record in the Search Index
| _version_ | 1804145047515430912 |
|---|---|
| adam_text | IMAGE 1
LANGUAGE MODELING FOR INFORMATION RETRIEVAL
EDITED BY
W. BRUCE CROFT UNIVERSITY OF MASSACHUSETTS, AMHERST U.S.A.
AND
JOHN LAFFERTY CARNIEGE MELLON UNIVERSITY, PITTSBURGH, U.S.A.
KLUWER ACADEMIC PUBLISHERS DORDRECHT / BOSTON / LONDON
2008 AGI-INFORMATION MANAGEMENT CONSULTANTS MAY BE USED FOR PERSONAL
PURPORSES ONLY OR BY LIBRARIES ASSOCIATED TO DANDELON.COM NETWORK.
IMAGE 2
CONTENTS
PREFACE IX
CONTRIBUTING AUTHORS XI
1 PROBABILISTIC RELEVANCE MODELS BASED ON DOCUMENT AND QUERY GENERATION
I JOHN LAFFERTY, CHENGXIANG ZHAI 1 INTRODUCTION 1
2 GENERATIVE RELEVANCE MODELS 2
3 DISCUSSION 6
4 HISTORICAL NOTES 9
2 RELEVANCE MODELS IN INFORMATION RETRIEVAL 11
VICTOR LAVRENKO AND W. BRUCE CROFT 1 INTRODUCTION 11
2 RELEVANCE MODELS 15
3 ESTIMATING A RELEVANCE MODEL 18
4 EXPERIMENTAL RESULTS 31
5 CONCLUSIONS 51
6 ACKNOWLEDGMENTS 54
3 *
LANGUAGE MODELING AND RELEVANCE 57
KAREN SPARCK JONES, STEPHEN ROBERTSON, DJOERD HIEMSTRA AND HUGO ZARAGPZA
1 INTRODUCTION 58
2 RELEVANCE IN LM 59
3 A POSSIBLE LM APPROACH: PARSIMONIOUS MODELS 65
4 CONCLUDING COMMENT . 70
4 CONTRIBUTIONS OF LANGUAGE MODELING TO THE THEORY AND PRACTICE OF IR 73
WARREN R. GREIFF AND WILLIAM T. MORGAN 1 INTRODUCTION 73
2 WHAT IS LANGUAGE MODELING IN IR 76
3 SIMULATION STUDIES OF VARIANCE REDUCTION 81
4 CONTINUED EXPLORATION 89
IMAGE 3
VI LANGUAGE MODELING FOR INFORMATION RETRIEVAL
5 LANGUAGE MODELS FOR TOPIC TRACKING 95
WESSEL KRAAIJ AND MARTIJN SPITTERS 1 INTRODUCTION 95
2 LANGUAGE MODELS FOR IR TASKS 96
3 EXPERIMENTS 107
4 DISCUSSION 116
5 CONCLUSIONS 120
A PROBABILISTIC APPROACH TO TERM TRANSLATION FOR CROSS-LINGUAL RETRIEVAL
125 JINXI XU AND RALPH WEISCHEDEL 1 INTRODUCTION 125
2 A PROBABILISTIC MODEL FOR CLIR 127
3 ESTIMATING TERM TRANSLATION PROBABILITIES 129
4 RELATED WORK 130
5 TEST COLLECTIONS 131
6 COMPARING CLIR WITH MONOLINGUAL BASELINE 132
7 COMPARING PROBABILISTIC AND STRUCTURAL TRANSLATIONS 132
8 COMPARING PROBABILISTIC TRANSLATION AND MT 134
9 MEASURING CLIR PERFORMANCE AS A FUNCTION OF RESOURCE SIZES 135 10
REDUCING THE TRANSLATION COST OF CREATING A PARALLEL CORPUS 137 11
CONCLUSIONS 139
7 J
USING COMPRESSIORT^BASED LANGUAGE MODELS FOR TEXT CATEGORIZATION 141
WILLIAM J. TEAHAN AND DAVID J. HARPER 1 BACKGROUND 142
2 COMPRESSION MODELS 143
- 3 BAYES CLASSIFIERS 144
4 PPM-BASED LANGUAGE MODELS 146
5 EXPERIMENTAL RESULTS 147
6 DISCUSSION 160
APPLICATIONS OF SCORE DISTRIBUTIONS IN INFORMATION RETRIEVAL 167
R. MANMATHA 1 INTRODUCTION 167
2 RELATED WORK 169
3 MODELING SCORE DISTRIBUTIONS OF SEARCH ENGINES 171
4 COMBINING SEARCH ENGINES INDEXING THE SAME DATABASE 178
5 APPLICATIONS TO FILTERING AND TOPIC DETECTION AND TRACKING 183 6
COMBINING SEARCH ENGINES INDEXING DIFFERENT DATABASES OR DIFFER- ENT
LANGUAGES 185
7 CONCLUSION 186
8 ACKNOWLEDGEMENTS 186
9 AN UNBIASED GENERATIVE MODEL FOR SETTING DISSEMINATION THRESHOLDS 189
YI ZHANG AND JAMIE CALLAN 1 INTRODUCTION 189
2 GENERATIVE MODELS OF DISSEMINATION THRESHOLDS 191
3 THE NON-RANDOM SAMPLING PROBLEM & SOLUTION 196
4 EXPERIMENTAL METHODOLOGY 201
IMAGE 4
CONTENTS VII
5 EXPERIMENTAL RESULTS 204
6 CONCLUSION 213
10 LANGUAGE MODELING EXPERIMENTS IN NON-EXTRACTIVE SUMMARIZATION 219
VIBHU 0. MITTAL, MICHAEL J. WITBROCK 1 INTRODUCTION 220
2 RELATED WORK 221
3 STATISTICAL MODELS OF GISTING 223
4 TRAINING THE MODELS 226
5 OUTPUT AND EVALUATION 231
6 CONCLUSION 241
INDEX 245
|
| any_adam_object | 1 |
| author2 | Croft, W. Bruce 1952- |
| author2_role | edt |
| author2_variant | w b c wb wbc |
| author_GND | (DE-588)137756658 |
| author_facet | Croft, W. Bruce 1952- |
| building | Verbundindex |
| bvnumber | BV026472860 |
| ctrlnum | (OCoLC)249631303 (DE-599)BVBBV026472860 |
| dewey-full | 025.04 |
| dewey-hundreds | 000 - Computer science, information, general works |
| dewey-ones | 025 - Operations of libraries and archives |
| dewey-raw | 025.04 |
| dewey-search | 025.04 |
| dewey-sort | 225.04 |
| dewey-tens | 020 - Library and information sciences |
| discipline | Allgemeines |
| format | Book |
| fullrecord | <?xml version="1.0" encoding="UTF-8"?><collection xmlns="http://www.loc.gov/MARC21/slim"><record><leader>01684nam a2200409 cb4500</leader><controlfield tag="001">BV026472860</controlfield><controlfield tag="003">DE-604</controlfield><controlfield tag="005">20110228 </controlfield><controlfield tag="007">t</controlfield><controlfield tag="008">110326s2003 d||| |||| 00||| eng d</controlfield><datafield tag="010" ind1=" " ind2=" "><subfield code="a">2003047402</subfield></datafield><datafield tag="020" ind1=" " ind2=" "><subfield code="a">1402012160</subfield><subfield code="9">1-402-01216-0</subfield></datafield><datafield tag="035" ind1=" " ind2=" "><subfield code="a">(OCoLC)249631303</subfield></datafield><datafield tag="035" ind1=" " ind2=" "><subfield code="a">(DE-599)BVBBV026472860</subfield></datafield><datafield tag="040" ind1=" " ind2=" "><subfield code="a">DE-604</subfield><subfield code="b">ger</subfield><subfield code="e">rakwb</subfield></datafield><datafield tag="041" ind1="0" ind2=" "><subfield code="a">eng</subfield></datafield><datafield tag="049" ind1=" " ind2=" "><subfield code="a">DE-188</subfield></datafield><datafield tag="082" ind1="0" ind2=" "><subfield code="a">025.04</subfield></datafield><datafield tag="245" ind1="1" ind2="0"><subfield code="a">Language modeling for information retrieval</subfield><subfield code="c">ed. by W. Bruce Croft ...</subfield></datafield><datafield tag="264" ind1=" " ind2="1"><subfield code="a">Dordrecht [u.a.]</subfield><subfield code="b">Kluwer</subfield><subfield code="c">2003</subfield></datafield><datafield tag="300" ind1=" " ind2=" "><subfield code="a">XIII, 245 S.</subfield><subfield code="b">graph. Darst.</subfield></datafield><datafield tag="336" ind1=" " ind2=" "><subfield code="b">txt</subfield><subfield code="2">rdacontent</subfield></datafield><datafield tag="337" ind1=" " ind2=" "><subfield code="b">n</subfield><subfield code="2">rdamedia</subfield></datafield><datafield tag="338" ind1=" " ind2=" "><subfield code="b">nc</subfield><subfield code="2">rdacarrier</subfield></datafield><datafield tag="490" ind1="1" ind2=" "><subfield code="a">Kluwer international series on information retrieval</subfield><subfield code="v">13</subfield></datafield><datafield tag="650" ind1="0" ind2="7"><subfield code="a">Computerlinguistik</subfield><subfield code="0">(DE-588)4035843-4</subfield><subfield code="2">gnd</subfield><subfield code="9">rswk-swf</subfield></datafield><datafield tag="650" ind1="0" ind2="7"><subfield code="a">Information Retrieval</subfield><subfield code="0">(DE-588)4072803-1</subfield><subfield code="2">gnd</subfield><subfield code="9">rswk-swf</subfield></datafield><datafield tag="650" ind1="0" ind2="7"><subfield code="a">Sprache</subfield><subfield code="0">(DE-588)4056449-6</subfield><subfield code="2">gnd</subfield><subfield code="9">rswk-swf</subfield></datafield><datafield tag="655" ind1=" " ind2="7"><subfield code="0">(DE-588)1071861417</subfield><subfield code="a">Konferenzschrift</subfield><subfield code="y">2001</subfield><subfield code="z">Pittsburgh, Pa.</subfield><subfield code="2">gnd-content</subfield></datafield><datafield tag="689" ind1="0" ind2="0"><subfield code="a">Information Retrieval</subfield><subfield code="0">(DE-588)4072803-1</subfield><subfield code="D">s</subfield></datafield><datafield tag="689" ind1="0" ind2="1"><subfield code="a">Sprache</subfield><subfield code="0">(DE-588)4056449-6</subfield><subfield code="D">s</subfield></datafield><datafield tag="689" ind1="0" ind2="2"><subfield code="a">Computerlinguistik</subfield><subfield code="0">(DE-588)4035843-4</subfield><subfield code="D">s</subfield></datafield><datafield tag="689" ind1="0" ind2=" "><subfield code="5">DE-188</subfield></datafield><datafield tag="700" ind1="1" ind2=" "><subfield code="a">Croft, W. Bruce</subfield><subfield code="d">1952-</subfield><subfield code="0">(DE-588)137756658</subfield><subfield code="4">edt</subfield></datafield><datafield tag="830" ind1=" " ind2="0"><subfield code="a">Kluwer international series on information retrieval</subfield><subfield code="v">13</subfield><subfield code="w">(DE-604)BV011555884</subfield><subfield code="9">13</subfield></datafield><datafield tag="856" ind1="4" ind2="2"><subfield code="m">HEBIS Datenaustausch</subfield><subfield code="q">application/pdf</subfield><subfield code="u">http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=022042235&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA</subfield><subfield code="3">Inhaltsverzeichnis</subfield></datafield><datafield tag="999" ind1=" " ind2=" "><subfield code="a">oai:aleph.bib-bvb.de:BVB01-022042235</subfield></datafield></record></collection> |
| genre | (DE-588)1071861417 Konferenzschrift 2001 Pittsburgh, Pa. gnd-content |
| genre_facet | Konferenzschrift 2001 Pittsburgh, Pa. |
| id | DE-604.BV026472860 |
| illustrated | Illustrated |
| indexdate | 2024-07-09T23:13:14Z |
| institution | BVB |
| isbn | 1402012160 |
| language | English |
| lccn | 2003047402 |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-022042235 |
| oclc_num | 249631303 |
| open_access_boolean | |
| owner | DE-188 |
| owner_facet | DE-188 |
| physical | XIII, 245 S. graph. Darst. |
| publishDate | 2003 |
| publishDateSearch | 2003 |
| publishDateSort | 2003 |
| publisher | Kluwer |
| record_format | marc |
| series | Kluwer international series on information retrieval |
| series2 | Kluwer international series on information retrieval |
| spelling | Language modeling for information retrieval ed. by W. Bruce Croft ... Dordrecht [u.a.] Kluwer 2003 XIII, 245 S. graph. Darst. txt rdacontent n rdamedia nc rdacarrier Kluwer international series on information retrieval 13 Computerlinguistik (DE-588)4035843-4 gnd rswk-swf Information Retrieval (DE-588)4072803-1 gnd rswk-swf Sprache (DE-588)4056449-6 gnd rswk-swf (DE-588)1071861417 Konferenzschrift 2001 Pittsburgh, Pa. gnd-content Information Retrieval (DE-588)4072803-1 s Sprache (DE-588)4056449-6 s Computerlinguistik (DE-588)4035843-4 s DE-188 Croft, W. Bruce 1952- (DE-588)137756658 edt Kluwer international series on information retrieval 13 (DE-604)BV011555884 13 HEBIS Datenaustausch application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=022042235&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
| spellingShingle | Language modeling for information retrieval Kluwer international series on information retrieval Computerlinguistik (DE-588)4035843-4 gnd Information Retrieval (DE-588)4072803-1 gnd Sprache (DE-588)4056449-6 gnd |
| subject_GND | (DE-588)4035843-4 (DE-588)4072803-1 (DE-588)4056449-6 (DE-588)1071861417 |
| title | Language modeling for information retrieval |
| title_auth | Language modeling for information retrieval |
| title_exact_search | Language modeling for information retrieval |
| title_full | Language modeling for information retrieval ed. by W. Bruce Croft ... |
| title_fullStr | Language modeling for information retrieval ed. by W. Bruce Croft ... |
| title_full_unstemmed | Language modeling for information retrieval ed. by W. Bruce Croft ... |
| title_short | Language modeling for information retrieval |
| title_sort | language modeling for information retrieval |
| topic | Computerlinguistik (DE-588)4035843-4 gnd Information Retrieval (DE-588)4072803-1 gnd Sprache (DE-588)4056449-6 gnd |
| topic_facet | Computerlinguistik Information Retrieval Sprache Konferenzschrift 2001 Pittsburgh, Pa. |
| url | http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=022042235&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |
| volume_link | (DE-604)BV011555884 |
| work_keys_str_mv | AT croftwbruce languagemodelingforinformationretrieval |