Ontologies and adaptivity in dialogue for question answering /:
Question answering (QA) has become one of the fastest growing topics in computational linguistics and information access. To advance research in the area of dialogue-based question answering, we propose a combination of methods from different scientific fields (i.e., Information Retrieval, Dialogue...
Saved in:
| Main Author: | |
|---|---|
| Format: | Electronic eBook |
| Language: | English |
| Published: |
Heidelberg :
AKA : IOS Press,
[2010]
|
| Series: | Studies on the Semantic Web.
|
| Subjects: | |
| Online Access: | DE-862 DE-863 |
| Summary: | Question answering (QA) has become one of the fastest growing topics in computational linguistics and information access. To advance research in the area of dialogue-based question answering, we propose a combination of methods from different scientific fields (i.e., Information Retrieval, Dialogue Systems, Semantic Web, and Machine Learning). This book sheds light on adaptable dialogue-based question answering. We demonstrate the technical and computational feasibility of the proposed ideas, the introspective methods in particular, by beginning with an extensive introduction to the dialogical. |
| Physical Description: | 1 online resource (xi, 410 pages) : illustrations (some color) |
| Bibliography: | Includes bibliographical references (pages 377-410). |
| ISBN: | 9781614993384 1614993386 1306284791 9781306284790 |
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| 505 | 0 | |a Title Page; Contents; Preface; Prologue; Part I. Introduction and Scientific Background; Chapter 1. Introduction; Motivation -- Why this book?; Who should read this book?; SmartWeb System; Roadmap; Chapter 2. Scientific Background; Natural Language Processing; Dialogue Systems; Information Retrieval; Question Answering; Ontologies; Metacognition and Introspection; Machine Learning; Standards; Related Systems; Summary; Part II. Ontologies and Dialogue-Based QA; Chapter 3. Ontology-Based Dialogue Processing; Integration Framework; Semantic Web Knowledge Structures | |
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| contents | Title Page; Contents; Preface; Prologue; Part I. Introduction and Scientific Background; Chapter 1. Introduction; Motivation -- Why this book?; Who should read this book?; SmartWeb System; Roadmap; Chapter 2. Scientific Background; Natural Language Processing; Dialogue Systems; Information Retrieval; Question Answering; Ontologies; Metacognition and Introspection; Machine Learning; Standards; Related Systems; Summary; Part II. Ontologies and Dialogue-Based QA; Chapter 3. Ontology-Based Dialogue Processing; Integration Framework; Semantic Web Knowledge Structures A Pattern Language for Interaction Design Related Research; Summary; Chapter 4. Dialogue Management; Dialogue Constraints; Reaction and Presentation Manager; Summary; Part III. Introspection and Dialogue Adaptation; Chapter 5. Introspective Mechanism; Metadata Management; Introspective Control; Learner Pool; Verification of Introspective Methods; Summary; Chapter 6. Adaptable Dialogue Management; Dimensions of Adaptivity; Complex Decision Making Process; Dialogue Information State; Related Research; Summary; Chapter 7. Evaluation; Evaluation Methodology; Evaluation Types; Data Characteristics Evaluation Measures Data Sets and the Groundwork hypothesis; Introspection and the Mining hypothesis; Introspection and the Adaptation hypothesis; Introspection and the Feedback hypothesis; Dialogue Level Integration; Summary; Chapter 8. Further Applications; Application Potentials; Semantic Mediation in THESEUS; Prototype Integration; Semantic Navigation; Summary; Epilogue; Bibliography |
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| series2 | Studies on the Semantic Web |
| spelling | Sonntag, Daniel, author. Ontologies and adaptivity in dialogue for question answering / Daniel Sonntag. Heidelberg : AKA : IOS Press, [2010] ©2010 1 online resource (xi, 410 pages) : illustrations (some color) text txt rdacontent computer c rdamedia online resource cr rdacarrier Studies on the Semantic Web Includes bibliographical references (pages 377-410). Print version record. Title Page; Contents; Preface; Prologue; Part I. Introduction and Scientific Background; Chapter 1. Introduction; Motivation -- Why this book?; Who should read this book?; SmartWeb System; Roadmap; Chapter 2. Scientific Background; Natural Language Processing; Dialogue Systems; Information Retrieval; Question Answering; Ontologies; Metacognition and Introspection; Machine Learning; Standards; Related Systems; Summary; Part II. Ontologies and Dialogue-Based QA; Chapter 3. Ontology-Based Dialogue Processing; Integration Framework; Semantic Web Knowledge Structures A Pattern Language for Interaction Design Related Research; Summary; Chapter 4. Dialogue Management; Dialogue Constraints; Reaction and Presentation Manager; Summary; Part III. Introspection and Dialogue Adaptation; Chapter 5. Introspective Mechanism; Metadata Management; Introspective Control; Learner Pool; Verification of Introspective Methods; Summary; Chapter 6. Adaptable Dialogue Management; Dimensions of Adaptivity; Complex Decision Making Process; Dialogue Information State; Related Research; Summary; Chapter 7. Evaluation; Evaluation Methodology; Evaluation Types; Data Characteristics Evaluation Measures Data Sets and the Groundwork hypothesis; Introspection and the Mining hypothesis; Introspection and the Adaptation hypothesis; Introspection and the Feedback hypothesis; Dialogue Level Integration; Summary; Chapter 8. Further Applications; Application Potentials; Semantic Mediation in THESEUS; Prototype Integration; Semantic Navigation; Summary; Epilogue; Bibliography Question answering (QA) has become one of the fastest growing topics in computational linguistics and information access. To advance research in the area of dialogue-based question answering, we propose a combination of methods from different scientific fields (i.e., Information Retrieval, Dialogue Systems, Semantic Web, and Machine Learning). This book sheds light on adaptable dialogue-based question answering. We demonstrate the technical and computational feasibility of the proposed ideas, the introspective methods in particular, by beginning with an extensive introduction to the dialogical. Semantic Web. http://id.loc.gov/authorities/subjects/sh2002000569 Dialogue analysis. http://id.loc.gov/authorities/subjects/sh94003592 Ontology. http://id.loc.gov/authorities/subjects/sh85094833 Web sémantique. Analyse du dialogue. Ontologie. ontology (metaphysics) aat LANGUAGE ARTS & DISCIPLINES Linguistics Historical & Comparative. bisacsh Dialogue analysis fast Ontology fast Semantic Web fast Print version: Sonntag, Daniel. Ontologies and adaptivity in dialogue for question answering 9783898386234 (DLC) 2010293759 (OCoLC)489011722 Studies on the Semantic Web. http://id.loc.gov/authorities/names/no2009156151 |
| spellingShingle | Sonntag, Daniel Ontologies and adaptivity in dialogue for question answering / Studies on the Semantic Web. Title Page; Contents; Preface; Prologue; Part I. Introduction and Scientific Background; Chapter 1. Introduction; Motivation -- Why this book?; Who should read this book?; SmartWeb System; Roadmap; Chapter 2. Scientific Background; Natural Language Processing; Dialogue Systems; Information Retrieval; Question Answering; Ontologies; Metacognition and Introspection; Machine Learning; Standards; Related Systems; Summary; Part II. Ontologies and Dialogue-Based QA; Chapter 3. Ontology-Based Dialogue Processing; Integration Framework; Semantic Web Knowledge Structures A Pattern Language for Interaction Design Related Research; Summary; Chapter 4. Dialogue Management; Dialogue Constraints; Reaction and Presentation Manager; Summary; Part III. Introspection and Dialogue Adaptation; Chapter 5. Introspective Mechanism; Metadata Management; Introspective Control; Learner Pool; Verification of Introspective Methods; Summary; Chapter 6. Adaptable Dialogue Management; Dimensions of Adaptivity; Complex Decision Making Process; Dialogue Information State; Related Research; Summary; Chapter 7. Evaluation; Evaluation Methodology; Evaluation Types; Data Characteristics Evaluation Measures Data Sets and the Groundwork hypothesis; Introspection and the Mining hypothesis; Introspection and the Adaptation hypothesis; Introspection and the Feedback hypothesis; Dialogue Level Integration; Summary; Chapter 8. Further Applications; Application Potentials; Semantic Mediation in THESEUS; Prototype Integration; Semantic Navigation; Summary; Epilogue; Bibliography Semantic Web. http://id.loc.gov/authorities/subjects/sh2002000569 Dialogue analysis. http://id.loc.gov/authorities/subjects/sh94003592 Ontology. http://id.loc.gov/authorities/subjects/sh85094833 Web sémantique. Analyse du dialogue. Ontologie. ontology (metaphysics) aat LANGUAGE ARTS & DISCIPLINES Linguistics Historical & Comparative. bisacsh Dialogue analysis fast Ontology fast Semantic Web fast |
| subject_GND | http://id.loc.gov/authorities/subjects/sh2002000569 http://id.loc.gov/authorities/subjects/sh94003592 http://id.loc.gov/authorities/subjects/sh85094833 |
| title | Ontologies and adaptivity in dialogue for question answering / |
| title_auth | Ontologies and adaptivity in dialogue for question answering / |
| title_exact_search | Ontologies and adaptivity in dialogue for question answering / |
| title_full | Ontologies and adaptivity in dialogue for question answering / Daniel Sonntag. |
| title_fullStr | Ontologies and adaptivity in dialogue for question answering / Daniel Sonntag. |
| title_full_unstemmed | Ontologies and adaptivity in dialogue for question answering / Daniel Sonntag. |
| title_short | Ontologies and adaptivity in dialogue for question answering / |
| title_sort | ontologies and adaptivity in dialogue for question answering |
| topic | Semantic Web. http://id.loc.gov/authorities/subjects/sh2002000569 Dialogue analysis. http://id.loc.gov/authorities/subjects/sh94003592 Ontology. http://id.loc.gov/authorities/subjects/sh85094833 Web sémantique. Analyse du dialogue. Ontologie. ontology (metaphysics) aat LANGUAGE ARTS & DISCIPLINES Linguistics Historical & Comparative. bisacsh Dialogue analysis fast Ontology fast Semantic Web fast |
| topic_facet | Semantic Web. Dialogue analysis. Ontology. Web sémantique. Analyse du dialogue. Ontologie. ontology (metaphysics) LANGUAGE ARTS & DISCIPLINES Linguistics Historical & Comparative. Dialogue analysis Ontology Semantic Web |
| work_keys_str_mv | AT sonntagdaniel ontologiesandadaptivityindialogueforquestionanswering |