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Multilingual information retrieval: from research to practice

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Bibliographic Details
Main Authors:	Peters, Carol (Author), Braschler, Martin (Author), Clough, Paul (Author)
Format:	Book
Language:	English
Published:	Berlin ; Heidelberg Springer 2012
Subjects:	Abfrage Information-Retrieval-System Zugriff Mehrsprachigkeit
Links:	http://deposit.dnb.de/cgi-bin/dokserv?id=3857250&prov=M&dok_var=1&dok_ext=htm http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=024772048&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA
Item Description:	Literaturangaben
Physical Description:	XVII, 217 S. Ill., graph. Darst. 24 cm
ISBN:	9783642230073 9783642230080 3642230075

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Record in the Search Index

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adam_text	IMAGE 1 CONTENTS 1 INTRODUCTION 1 1.1 THE GROWTH OF THE DIGITAL UNIVERSE 1 1.2 THE TERMINOLOGY 5 1.3 A BRIEF HISTORY 5 1.3.1 ENABLING TECHNOLOGIES AND STANDARDS 6 1.3.2 PUBLICLY-FUNDED RESEARCH INITIATIVES 7 1.3.3 CONFERENCES AND EVALUATION CAMPAIGNS 9 1.3.4 COMMERCIAL PRODUCTS 10 1.4 THE CURRENT RESEARCH CHALLENGES 13 REFERENCES 15 2 WITHIN-LANGUAGE INFORMATION RETRIEVAL 17 2.1 INTRODUCTION 17 2.2 THE RETRIEVAL PROBLEM AND ITS CONSEQUENCES 20 2.3 IMPLEMENTATION OF A WITHIN-LANGUAGE INFORMATION RETRIEVAL SYSTEM 22 2.4 INDEXING PHASE 24 2.4.1 PRE-PROCESSING (STEP 1) 25 2.4.2 LANGUAGE IDENTIFICATION (STEP 2) 26 2.4.3 DOCUMENT FORMATION (STEP 3) 27 2.4.4 SEGMENTATION, TOKENISATION, PARSING (STEP 4) 28 2.4.5 FEATURE NORMALISATION (STEP 5) 31 2.4.6 ENRICHMENT (STEP 6) 35 2.5 MATCHING PHASE 36 2.5.1 BAG OF WORDS PARADIGM 36 2.5.2 INVERTED INDEX 38 2.5.3 BASIC MATCHING ALGORITHM 39 2.5.4 VECTOR SPACE MODEL 41 2.5.5 THE TF.IDF-COSINE WEIGHTING SCHEME 43 2.5.6 RELEVANCE FEEDBACK 46 BIBLIOGRAFISCHE INFORMATIONEN HTTP://D-NB.INFO/1013760182 DIGITALISIERT DURCH IMAGE 2 XVI CONTENTS 2.5.7 PROBABILISTIC WEIGHTING SCHEMES 48 2.5.8 RANKING USING LANGUAGE MODELS 50 2.5.9 OFF-PAGE INFORMATION: PAGE RANK 51 2.6 SUMMARY AND FUTURE DIRECTIONS 52 2.7 SUGGESTED READING 53 REFERENCES 54 3 CROSS-LANGUAGE INFORMATION RETRIEVAL 57 3.1 INTRODUCTION 57 3.2 IMPLEMENTATION OF CROSS-LANGUAGE INFORMATION RETRIEVAL 58 3.2.1 QUERY TRANSLATION AND DOCUMENT TRANSLATION 58 3.2.2 NO TRANSLATION 59 3.2.3 DIFFERENT TYPES OF TRANSLATION RESOURCES 60 3.2.4 TERM AMBIGUITY 61 3.3 TRANSLATION APPROACHES FOR CROSS-LANGUAGE INFORMATION RETRIEVAL 62 3.3.1 MACHINE-READABLE DICTIONARIES 62 3.3.2 STATISTICAL APPROACHES 65 3.3.3 PRE-TRANSLATION AND POST-TRANSLATION QUERY EXPANSION 69 3.3.4 MACHINE TRANSLATION 71 3.3.5 COMBINATION APPROACHES 71 3.4 HANDLING MANY LANGUAGES 73 3.4.1 CLIRFLOWS 73 3.4.2 MERGING ACROSS LANGUAGES 77 3.4.3 DOCUMENT TRANSLATION 79 3.4.4 INDIRECT TRANSLATION 79 3.5 SUMMARY AND FUTURE DIRECTIONS 80 3.6 SUGGESTED READING 82 REFERENCES 83 4 INTERACTION AND USER INTERFACES 85 4. 1 INFORMATION SEEKING AND USER INTERACTION 85 4.2 USERS INFORMATION NEEDS AND SEARCH TASKS 89 4.3 USERS LANGUAGE SKILLS AND CULTURAL DIFFERENCES 92 4.4 SUPPORTING MULTILINGUAL USER INTERACTION 94 4.4.1 QUERY FORMULATION AND TRANSLATION 95 4.4.2 DOCUMENT SELECTION AND EXAMINATION 102 4.4.3 QUERY REFORMULATION 108 4.4.4 BROWSING AND VISUALISATION 109 4.5 DESIGNING MULTILINGUAL SEARCH USER INTERFACES 114 4.5.1 USER-CENTRED DESIGN 116 4.5.2 INTERNATIONALISATION AND LOCALISATION 118 4.5.3 CASE STUDY: CLIR IN GOOGLE S WEB SEARCH 121 4.6 SUMMARY AND FUTURE DIRECTIONS 123 4.7 SUGGESTED READING 124 REFERENCES 125 IMAGE 3 CONTENTS XVII 5 EVALUATION FOR MULTILINGUAL INFORMATION RETRIEVAL SYSTEMS 129 5.1 INTRODUCTION 129 5.2 SYSTEM-ORIENTED EVALUATION 130 5.2.1 THE CRANFIELD TRADITION 131 5.2.2 EVALUATION CAMPAIGNS 132 5.2.3 BUILDING A TEST COLLECTION 133 5.2.4 PROMOTING RESEARCH INTO MULTILINGUAL AND MULTIMEDIA SYSTEM DEVELOPMENT VIA EVALUATION 141 5.2.5 ALTERNATIVE METHODOLOGIES FOR TEST COLLECTION CONSTRUCTION 143 5.2.6 PERFORMANCE MEASURES 145 5.2.7 STATISTICAL SIGNIFICANCE TESTING 154 5.2.8 SYSTEM EFFECTIVENESS AND USER SATISFACTION 155 5.3 USER-ORIENTED EVALUATION 156 5.3.1 EXPERIMENTAL DESIGN 157 5.3.2 EVALUATING INTERACTIVE CLIR SYSTEMS AT CLEF 159 5.3.3 ALTERNATIVE PERFORMANCE MEASURES 160 5.4 EVALUATING YOUR OWN SYSTEM 161 5.5 SUMMARY AND FUTURE DIRECTIONS 164 5.6 SUGGESTED READING 165 REFERENCES 166 6 APPLICATIONS OF MULTILINGUAL INFORMATION ACCESS 171 6.1 INTRODUCTION 171 6.2 BEYOND MULTILINGUAL TEXTUAL DOCUMENT RETRIEVAL 172 6.2.1 IMAGE RETRIEVAL 173 6.2.2 SPEECH RETRIEVAL 177 6.2.3 VIDEO RETRIEVAL 180 6.2.4 QUESTION ANSWERING 183 6.3 MULTILINGUAL INFORMATION ACCESS IN PRACTICE 188 6.3.1 WEBSEARCH 189 6.3.2 DIGITAL LIBRARIES AND CULTURAL HERITAGE 191 6.3.3 MEDICINE AND HEALTHCARE 195 6.3.4 GOVERNMENT AND LAW 196 6.3.5 BUSINESS AND COMMERCE 199 6.4 SUMMING UP 201 REFERENCES 202 GLOSSARY OF ACRONYMS 209 INDEX 213
any_adam_object	1
author	Peters, Carol Braschler, Martin Clough, Paul
author_facet	Peters, Carol Braschler, Martin Clough, Paul
author_role	aut aut aut
author_sort	Peters, Carol
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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
dewey-search	025.04
dewey-sort	225.04
dewey-tens	020 - Library and information sciences
discipline	Allgemeines Informatik
format	Book
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isbn	9783642230073 9783642230080 3642230075
language	English
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physical	XVII, 217 S. Ill., graph. Darst. 24 cm
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publisher	Springer
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spellingShingle	Peters, Carol Braschler, Martin Clough, Paul Multilingual information retrieval from research to practice Abfrage (DE-588)4198788-3 gnd Information-Retrieval-System (DE-588)4670557-0 gnd Zugriff (DE-588)4127320-5 gnd Mehrsprachigkeit (DE-588)4038403-2 gnd
subject_GND	(DE-588)4198788-3 (DE-588)4670557-0 (DE-588)4127320-5 (DE-588)4038403-2
title	Multilingual information retrieval from research to practice
title_auth	Multilingual information retrieval from research to practice
title_exact_search	Multilingual information retrieval from research to practice
title_full	Multilingual information retrieval from research to practice Carol Peters ; Martin Braschler ; Paul Clough
title_fullStr	Multilingual information retrieval from research to practice Carol Peters ; Martin Braschler ; Paul Clough
title_full_unstemmed	Multilingual information retrieval from research to practice Carol Peters ; Martin Braschler ; Paul Clough
title_short	Multilingual information retrieval
title_sort	multilingual information retrieval from research to practice
title_sub	from research to practice
topic	Abfrage (DE-588)4198788-3 gnd Information-Retrieval-System (DE-588)4670557-0 gnd Zugriff (DE-588)4127320-5 gnd Mehrsprachigkeit (DE-588)4038403-2 gnd
topic_facet	Abfrage Information-Retrieval-System Zugriff Mehrsprachigkeit
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work_keys_str_mv	AT peterscarol multilingualinformationretrievalfromresearchtopractice AT braschlermartin multilingualinformationretrievalfromresearchtopractice AT cloughpaul multilingualinformationretrievalfromresearchtopractice

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