Verfügbarkeit: E-Librarian Service | Technische Universität München

E-Librarian Service: user-friendly semantic search in digital libraries

Gespeichert in:

Bibliographische Detailangaben
Beteiligte Personen:	Linckels, Serge 1971- (VerfasserIn), Meinel, Christoph 1954- (VerfasserIn)
Format:	Buch
Sprache:	Englisch
Veröffentlicht:	Berlin [u.a.] Springer 2011
Schriftenreihe:	X.media.publishing
Schlagwörter:	Information Retrieval Suchmaschine Benutzerorientierung Semantic Web Ontologie > Wissensverarbeitung Suchverfahren Elektronische Bibliothek Natürlichsprachiges System Abfrageverarbeitung
Links:	http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=021116446&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA
Umfang:	XV, 212 S. Ill., graph. Darst. 235 mm x 155 mm
ISBN:	9783642177422 9783642177439 9783642267758

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Datensatz im Suchindex

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adam_text	Contents 1 Introduction to Е -Librarian Services . 1 1.1 Prom Ancient to Digital Libraries . 1 1.2 Prom Searching to Finding . 4 1.2.1 Searching the Web . 4 1.2.2 Searching Multimedia Knowledge Bases . 6 1.2.3 Exploratory Search . 6 1.3 Е -Librarian Services . 7 1.3.1 Overview . 7 1.3.2 Early Question-Answering Systems . 8 1.3.3 Natural Language Interface . 8 1.3.4 No Library without a Librarian . 9 1.3.5 Characteristics of an Е -Librarian Service . 10 1.4 Overview and Organization of the Book . 11 Part I Key Technologies of Е -Librarian Services 2 Semantic Web and Ontologies . 15 2.1 What is the Semantic Web? . 15 2.1.1 The Vision of the Semantic Web . 15 2.1.2 Semantic Web vs. Web n.O . 16 2.1.3 Three Principles Ruling the Semantic Web . 17 2.1.4 Architecture . 17 2.2 Ontologies . 18 2.2.1 Ontology Structure . 18 2.2.2 Upper- and Domain Ontologies . 20 2.2.3 Linked Data . 21 2.2.4 Expressivity of Ontologies . 23 2.3 XML Extensible Markup Language . 24 2.3.1 XML: Elements, Attributes and Values . 25 2.3.2 Namespaces and Qualified Names . 26 XII Contents 2.3.3 XML Schema. 26 2.3.4 Complete Example . 27 2.3.5 Limitations of XML . 30 2.4 RDF - Resource Description Framework . 30 2.4.1 RDF Triples and Serialization . 30 2.4.2 RDF Schema . 32 2.4.3 Complete Example . 33 2.4.4 Limitations of RDF . 35 2.5 OWL 1 and OWL 2 - Web Ontology Language . 36 2.5.1 Instances, Classes and Restrictions in OWL . 37 2.5.2 Complete Example . 38 2.5.3 From OWL 1 to OWL 2. 40 2.5.4 SPARQL, the Query Language . 41 3 Description Logics and Reasoning . 43 3.1 DL - Description Logics . 43 3.1.1 Concept Descriptions . 43 3.1.2 DL Languages . 44 3.1.3 Equivalences between OWL and DL . 45 3.2 DL Knowledge Base . 46 3.2.1 Terminologies (TBox) . 46 3.2.2 World Descriptions (ABox) . 48 3.3 Interpretations . 48 3.3.1 Interpreting Individuals, Concepts, and Roles . 48 3.3.2 Modeling the Real World . 49 3.4 Inferences . 51 3.4.1 Standard Inferences . 52 3.4.2 Non-Standard Inferences . 55 4 Natural Language Processing . 61 4.1 Overview and Challenges . 61 4.1.1 Syntax, Semantics and Pragmatics . 61 4.1.2 Difficulties of NLP . 62 4.1.3 Zipf's law . 63 4.2 Dealing with Single Words . 63 4.2.1 Tokenization and Tagging . 63 4.2.2 Morphology . 65 4.2.3 Building Words over an Alphabet . 66 4.2.4 Operations over Words . 66 4.3 Semantic Knowledge Sources . 67 4.3.1 Semantic relations . 67 4.3.2 Semantic resources . 68 4.4 Dealing with Sentences . 69 4.4.1 Phrase Types . 69 4.4.2 Phrase Structure . 70 Contents XIII 4.4.3 Grammar . 71 4.4.4 Formal languages . 72 4.4.5 Phrase structure ambiguities . 72 4.4.6 Alternative parsing techniques . 74 4.5 Multi-Language . 75 4.6 Semantic Interpretation . 77 Information Retrieval . 81 5.1 Retrieval Process . 81 5.2 Document Indexation and Weighting . 82 5.2.1 Index of terms . 82 5.2.2 Weighting . 84 5.3 Retrieval Models . 86 5.3.1 Boolean Model . 87 5.3.2 Vector Model . 88 5.3.3 Probabilistic Model . 90 5.3.4 Page Rank . 92 5.3.5 Semantic Distance . 94 5.3.6 Other Models . 96 5.4 Retrieval Evaluation . 97 5.4.1 Precision, Recall, and Accuracy . 97 Part II Design and Utilization of Е -Librarian Services 6 Ontological Approach .103 6.1 Expert Systems .103 6.1.1 Classical Expert Systems .103 6.1.2 Ontology-Driven Expert Systems .105 6.2 Towards an Е -Librarian Service .106 6.2.1 Reasoning Capabilities of an Е -Librarian Service .106 6.2.2 Deploying an Ontology .107 6.2.3 Designing the Ontological Background .109 6.3 Semantic Annotation of the Knowledge Base .110 6.3.1 Computer-Assisted Creation of metadata . Ill 6.3.2 Automatic Generation of metadata .112 7 Design of the Natural Language Processing Module .117 7.1 Overview of the Semantic Interpretation .117 7.1.1 Logical Form .117 7.1.2 Processing of a User Question .118 7.2 NLP Pre-Processing .119 7.2.1 Domain Language .119 7.2.2 Lemmatization .119 7.2.3 Handling Spelling Errors .120 XIV Contents 7.3 Ontology Mapping .120 7.3.1 Domain Dictionary .121 7.3.2 Mapping of Words .121 7.3.3 Resolving Ambiguities .123 7.4 Generation of a DL-Concept Description .126 7.4.1 Without Syntactic Analysis .126 7.4.2 With Syntactic Analysis .127 7.4.3 How much NLP is Sufficient? .130 7.4.4 Optimization and Normal Form .130 7.5 General Limitations and Constraints .131 7.5.1 Role Quantifiers .131 7.5.2 Conjunction and Disjunction .132 7.5.3 Negation .134 7.5.4 Open-Ended and Closed-Ended Questions .135 7.5.5 Formulations .137 7.5.6 Others .138 7.6 Multiple-Language Feature .139 8 Designing the Multimedia Information Retrieval Module . . 141 8.1 Overview of the MIR Module .141 8.1.1 Knowledge Base and metadata .141 8.1.2 Retrieval Principle .143 8.1.3 The Concept Covering Problem .143 8.2 Identifying Covers .145 8.3 Computing the Best Covers .146 8.3.1 Miss and Rest .146 8.3.2 Size of a Concept Description .148 8.3.3 Best Covers .149 8.4 Ranking .150 8.5 Algorithm for the Retrieval Problem .151 8.6 User Feedback .152 8.6.1 Direct User Feedback .153 8.6.2 Collaborative Tagging and Social Networks .153 8.6.3 Diversification of User Feedback .154 9 Implementation .155 9.1 Architecture .155 9.1.1 Knowledge Layer .155 9.1.2 Inference Layer .156 9.1.3 Communication Layer .157 9.1.4 Presentation Layer .157 9.2 Development Details .158 9.2.1 Processing OWL and DL in Java .158 9.2.2 Client Front-End with Ajax Autocompleter.162 9.2.3 The SOAP Web Service Interface .163 Contents XV Part III Applications 10 Best practices .167 10.1 Computer History Expert System (CHESt) .167 10.1.1 Description .167 10.1.2 Experiment .169 10.2 Mathematics Expert System (MatES) .170 10.2.1 Description .170 10.2.2 Benchmark Test .171 10.2.3 Experiment .174 10.3 The Lecture Butler's E-Librarian Service .175 10.3.1 Description .175 10.3.2 Benchmark Tests .176 Part IV Appendix A XML Schema Primitive Datatypes .183 В Reasoning Algorithms .185 B.I Overview .185 B.2 Structural Subsumption .185 B.2.1 Example 1.186 B.2. 2 Example 2.186 С Brown Tag Set .187 D Part-of-Speech Taggers and Parsers .191 D.I POS Taggers .191 D.2 Parsers .192 E Probabilistic IR Model .193 E.I Probability Theory .193 E.2 Probabilistic Model .194 References .197 Index .205
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spellingShingle	Linckels, Serge 1971- Meinel, Christoph 1954- E-Librarian Service user-friendly semantic search in digital libraries Information Retrieval (DE-588)4072803-1 gnd Suchmaschine (DE-588)4423007-2 gnd Benutzerorientierung (DE-588)4391852-9 gnd Semantic Web (DE-588)4688372-1 gnd Ontologie Wissensverarbeitung (DE-588)4827894-4 gnd Suchverfahren (DE-588)4132315-4 gnd Elektronische Bibliothek (DE-588)4380940-6 gnd Natürlichsprachiges System (DE-588)4284757-6 gnd Abfrageverarbeitung (DE-588)4378490-2 gnd
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title	E-Librarian Service user-friendly semantic search in digital libraries
title_auth	E-Librarian Service user-friendly semantic search in digital libraries
title_exact_search	E-Librarian Service user-friendly semantic search in digital libraries
title_full	E-Librarian Service user-friendly semantic search in digital libraries Serge Linckels ; Christoph Meinel
title_fullStr	E-Librarian Service user-friendly semantic search in digital libraries Serge Linckels ; Christoph Meinel
title_full_unstemmed	E-Librarian Service user-friendly semantic search in digital libraries Serge Linckels ; Christoph Meinel
title_short	E-Librarian Service
title_sort	e librarian service user friendly semantic search in digital libraries
title_sub	user-friendly semantic search in digital libraries
topic	Information Retrieval (DE-588)4072803-1 gnd Suchmaschine (DE-588)4423007-2 gnd Benutzerorientierung (DE-588)4391852-9 gnd Semantic Web (DE-588)4688372-1 gnd Ontologie Wissensverarbeitung (DE-588)4827894-4 gnd Suchverfahren (DE-588)4132315-4 gnd Elektronische Bibliothek (DE-588)4380940-6 gnd Natürlichsprachiges System (DE-588)4284757-6 gnd Abfrageverarbeitung (DE-588)4378490-2 gnd
topic_facet	Information Retrieval Suchmaschine Benutzerorientierung Semantic Web Ontologie Wissensverarbeitung Suchverfahren Elektronische Bibliothek Natürlichsprachiges System Abfrageverarbeitung
url	http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=021116446&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA
work_keys_str_mv	AT linckelsserge elibrarianserviceuserfriendlysemanticsearchindigitallibraries AT meinelchristoph elibrarianserviceuserfriendlysemanticsearchindigitallibraries

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