Topic Detection and Tracking: event-based information organization
Gespeichert in:
| Weitere Verfasser: | |
|---|---|
| Format: | Buch |
| Sprache: | English |
| Veröffentlicht: |
New York, NY
Springer US
2002
|
| Ausgabe: | 1st ed. 2002 |
| Schriftenreihe: | The Information Retrieval Series
12 |
| Schlagworte: | |
| Online-Zugang: | Inhaltsverzeichnis |
| Beschreibung: | XI, 266 Seiten |
| ISBN: | 9781461509332 |
Internformat
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Datensatz im Suchindex
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| adam_text | Contents Preface 1 Introduction to Topic Detection and Tracking James Allan 1 Introduction 2 TDT tasks 3 History of TDT 4 TDT 1999 and TDT 2000 5 The Future of TDT 2 Topic Detection and Tracking Evaluation Overview Jonathan G. Fiscus and George R. Doddington 1 Introduction 2 TDT Definitions:Stories, Events, and Topics 3 TDT Corpora 4 Evaluation Methodology 5 Task Definitions 6 Summary 3 Corpora for Topic Detection and Tracking Christopher Cieri, Stephanie Strassel, David Graff, Nii Martey, Kara Rennert, and Mark Liberman 1 Introduction 2 Overview of TDT Corpus Development 3 Collection of Raw Data 4 Transcription 5 Story Segmentation 6 Topic Definition 7 Topic Annotation 8 Corpus Formats 9 Some Properties of the Corpus 10 Conclusion ix 1 1 3 7 10 13 17 17 18 19 20 25 30 33 33 35 36 38 39 42 45 54 61 64
TOPIC DETECTION AND TRACKING 4 Probabilistic Approaches to Topic Detection and Tim Leek, Richard Schwartz, and Srinivasa Sista 1 Introduction 2 Core TDT Technologies 3 Corpus Processing 4 Tracking 5 Detection 6 Crosslingual TDT 7 Conclusions and Future Work 8 Acknowledgments 67 68 75 75 77 80 81 82 5 Multi-strategy Learning for TDT Yiming Yang, Jaime Carbonell, Ralf Brown, John Lafferty, Thomas Pierce, and Thomas Ault 1 Introduction 2 Segmentation 3 Topic and Event Tracking 4 Topic Detection 5 First Story Detection 6 Story Link Detection 7 Multilingual TDT 8 Concluding Remarks 85 87 88 96 99 101 107 111 6 Statistical Models of Topical Content J.P. Yamron, L Gillick, P van Mulbregt, and S. Knecht 1 Introduction 2 Models of Story Generation 3 Tracking Systems 4 Detection System 5 Summary 115 117 120 128 132 7 Segmentation and Detection at IBM S. Dharanipragada, Μ. Franz, J.S. McCarley, T. Ward, and W.-J. Zhu 1 Story Segmentation 2 Topic Detection 3 Acknowledgements 135 142 147 A Cluster-Based Approach to Broadcast News David Eichmann and Padmini Srinivasan 1 Introduction 2 Segmentation 3 Detection 4 Tracking 5 Acknowledgements 149 149 152 154 163 173
Contents 9 Signal Boosting for Translingual Topic Tracking Gina-Anne Levow and Douglas W Oard 1 Introduction 2 The Signal-to-Noise Perspective 3 Topic Tracking System Architecture 4 Contrastive Conditions 5 Conclusions and Future Work 6 Acknowledgments 10 Explorations Within Topic Tracking and Detection James Allan, Victor Lavrenko, and Russell Swan 1 Introduction 2 Basic System 3 Tracking 4 Cluster Detection 5 First Story Detection 6 Link Detection 7 Bounds on Effectiveness 8 Automatic Timeline Generation 9 Conclusions 11 Towards a “Universal Dictionary” for Multi-Language IR Applications J. Michael Schultz and Mark К Liberman 1 Introduction 2 Our TDT tracking algorithm 3 The “Universal Dictionary” experiment 4 Conclusions and Directions for Future Work vii 175 176 177 178 184 191 194 197 197 198 203 205 208 208 216 219 222 225 225 229 236 239 12 An NLP IR Approach to Topic Detection Hsin-Hsi Chen and Lun-Wei Ku 1 Introduction 2 General System Framework 3 Representation of News Stories and Topics 4 Similarity and Interpretation of a Two-threshold Method 5 Multilingual Topic Detection 6 Development Experiments 7 Evaluation 8 Discussion 9 Concluding Remarks and Future Works 243 245 246 248 250 256 259 261 262 Index 265 243
|
| adam_txt |
Contents Preface 1 Introduction to Topic Detection and Tracking James Allan 1 Introduction 2 TDT tasks 3 History of TDT 4 TDT 1999 and TDT 2000 5 The Future of TDT 2 Topic Detection and Tracking Evaluation Overview Jonathan G. Fiscus and George R. Doddington 1 Introduction 2 TDT Definitions:Stories, Events, and Topics 3 TDT Corpora 4 Evaluation Methodology 5 Task Definitions 6 Summary 3 Corpora for Topic Detection and Tracking Christopher Cieri, Stephanie Strassel, David Graff, Nii Martey, Kara Rennert, and Mark Liberman 1 Introduction 2 Overview of TDT Corpus Development 3 Collection of Raw Data 4 Transcription 5 Story Segmentation 6 Topic Definition 7 Topic Annotation 8 Corpus Formats 9 Some Properties of the Corpus 10 Conclusion ix 1 1 3 7 10 13 17 17 18 19 20 25 30 33 33 35 36 38 39 42 45 54 61 64
TOPIC DETECTION AND TRACKING 4 Probabilistic Approaches to Topic Detection and Tim Leek, Richard Schwartz, and Srinivasa Sista 1 Introduction 2 Core TDT Technologies 3 Corpus Processing 4 Tracking 5 Detection 6 Crosslingual TDT 7 Conclusions and Future Work 8 Acknowledgments 67 68 75 75 77 80 81 82 5 Multi-strategy Learning for TDT Yiming Yang, Jaime Carbonell, Ralf Brown, John Lafferty, Thomas Pierce, and Thomas Ault 1 Introduction 2 Segmentation 3 Topic and Event Tracking 4 Topic Detection 5 First Story Detection 6 Story Link Detection 7 Multilingual TDT 8 Concluding Remarks 85 87 88 96 99 101 107 111 6 Statistical Models of Topical Content J.P. Yamron, L Gillick, P van Mulbregt, and S. Knecht 1 Introduction 2 Models of Story Generation 3 Tracking Systems 4 Detection System 5 Summary 115 117 120 128 132 7 Segmentation and Detection at IBM S. Dharanipragada, Μ. Franz, J.S. McCarley, T. Ward, and W.-J. Zhu 1 Story Segmentation 2 Topic Detection 3 Acknowledgements 135 142 147 A Cluster-Based Approach to Broadcast News David Eichmann and Padmini Srinivasan 1 Introduction 2 Segmentation 3 Detection 4 Tracking 5 Acknowledgements 149 149 152 154 163 173
Contents 9 Signal Boosting for Translingual Topic Tracking Gina-Anne Levow and Douglas W Oard 1 Introduction 2 The Signal-to-Noise Perspective 3 Topic Tracking System Architecture 4 Contrastive Conditions 5 Conclusions and Future Work 6 Acknowledgments 10 Explorations Within Topic Tracking and Detection James Allan, Victor Lavrenko, and Russell Swan 1 Introduction 2 Basic System 3 Tracking 4 Cluster Detection 5 First Story Detection 6 Link Detection 7 Bounds on Effectiveness 8 Automatic Timeline Generation 9 Conclusions 11 Towards a “Universal Dictionary” for Multi-Language IR Applications J. Michael Schultz and Mark К Liberman 1 Introduction 2 Our TDT tracking algorithm 3 The “Universal Dictionary” experiment 4 Conclusions and Directions for Future Work vii 175 176 177 178 184 191 194 197 197 198 203 205 208 208 216 219 222 225 225 229 236 239 12 An NLP IR Approach to Topic Detection Hsin-Hsi Chen and Lun-Wei Ku 1 Introduction 2 General System Framework 3 Representation of News Stories and Topics 4 Similarity and Interpretation of a Two-threshold Method 5 Multilingual Topic Detection 6 Development Experiments 7 Evaluation 8 Discussion 9 Concluding Remarks and Future Works 243 245 246 248 250 256 259 261 262 Index 265 243 |
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| author2 | Allan, James |
| author2_role | edt |
| author2_variant | j a ja |
| author_facet | Allan, James |
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| dewey-full | 025.04 |
| dewey-hundreds | 000 - Computer science, information, general works |
| dewey-ones | 025 - Operations of libraries and archives |
| dewey-raw | 025.04 |
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| dewey-tens | 020 - Library and information sciences |
| discipline | Allgemeines Informatik |
| discipline_str_mv | Allgemeines Informatik |
| edition | 1st ed. 2002 |
| format | Book |
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| id | DE-604.BV048510788 |
| illustrated | Not Illustrated |
| index_date | 2024-07-03T20:47:36Z |
| indexdate | 2024-07-10T09:40:07Z |
| institution | BVB |
| isbn | 9781461509332 |
| language | English |
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| spelling | Topic Detection and Tracking event-based information organization edited by James Allan 1st ed. 2002 New York, NY Springer US 2002 XI, 266 Seiten txt rdacontent n rdamedia nc rdacarrier The Information Retrieval Series 12 Information Storage and Retrieval Artificial Intelligence Information storage and retrieval Artificial intelligence Wissensorganisation (DE-588)4205605-6 gnd rswk-swf Information Retrieval (DE-588)4072803-1 gnd rswk-swf Wissensmanagement (DE-588)4561842-2 gnd rswk-swf Information Retrieval (DE-588)4072803-1 s Wissensorganisation (DE-588)4205605-6 s Wissensmanagement (DE-588)4561842-2 s DE-604 Allan, James edt Erscheint auch als Druck-Ausgabe 9780792376644 Erscheint auch als Druck-Ausgabe 9781461353119 Erscheint auch als Druck-Ausgabe 9781461509349 Erscheint auch als Online-Ausgabe 978-1-4615-0933-2 The Information Retrieval Series 12 (DE-604)BV024629453 12 Digitalisierung UB Passau - ADAM Catalogue Enrichment application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=033887835&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
| spellingShingle | Topic Detection and Tracking event-based information organization The Information Retrieval Series Information Storage and Retrieval Artificial Intelligence Information storage and retrieval Artificial intelligence Wissensorganisation (DE-588)4205605-6 gnd Information Retrieval (DE-588)4072803-1 gnd Wissensmanagement (DE-588)4561842-2 gnd |
| subject_GND | (DE-588)4205605-6 (DE-588)4072803-1 (DE-588)4561842-2 |
| title | Topic Detection and Tracking event-based information organization |
| title_auth | Topic Detection and Tracking event-based information organization |
| title_exact_search | Topic Detection and Tracking event-based information organization |
| title_exact_search_txtP | Topic Detection and Tracking event-based information organization |
| title_full | Topic Detection and Tracking event-based information organization edited by James Allan |
| title_fullStr | Topic Detection and Tracking event-based information organization edited by James Allan |
| title_full_unstemmed | Topic Detection and Tracking event-based information organization edited by James Allan |
| title_short | Topic Detection and Tracking |
| title_sort | topic detection and tracking event based information organization |
| title_sub | event-based information organization |
| topic | Information Storage and Retrieval Artificial Intelligence Information storage and retrieval Artificial intelligence Wissensorganisation (DE-588)4205605-6 gnd Information Retrieval (DE-588)4072803-1 gnd Wissensmanagement (DE-588)4561842-2 gnd |
| topic_facet | Information Storage and Retrieval Artificial Intelligence Information storage and retrieval Artificial intelligence Wissensorganisation Information Retrieval Wissensmanagement |
| url | http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=033887835&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |
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