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  • Berlin, Heidelberg : Springer Berlin Heidelberg  (6)
  • Dordrecht : Springer Netherlands  (5)
  • Computer science  (11)
  • Computer Science  (10)
  • Ethnology  (1)
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  • 1
    ISBN: 9783662540336
    Language: English
    Pages: 1 Online-Ressource (xii, 261 Seiten)
    Series Statement: The Frontiers Collection
    Parallel Title: Erscheint auch als The technological singularity
    Parallel Title: Print version Callaghan, Victor The Technological Singularity : Managing the Journey
    DDC: 100
    RVK:
    Keywords: Computer science ; Electronic books ; Einzigkeit ; Technischer Fortschritt ; Wissenschaftsethik ; Künstliche Intelligenz ; Risikomanagement
    Abstract: Foreword -- References -- Acknowledgements -- Contents -- 1 Introduction to the Technological Singularity -- 1.1 Why the "Singularity" Is Important -- 1.2 Superintelligence, Superpowers -- 1.3 Danger, Danger! -- 1.4 Uncertainties and Safety -- References -- Risks of, and Responses to, the Journey to the Singularity -- 2 Risks of the Journey to the Singularity -- 2.1 Introduction -- 2.2 Catastrophic AGI Risk -- 2.2.1 Most Tasks Will Be Automated -- 2.2.2 AGIs Might Harm Humans -- 2.2.3 AGIs May Become Powerful Quickly -- 2.2.3.1 Hardware Overhang -- 2.2.3.2 Speed Explosion -- 2.2.3.3 Intelligence Explosion -- References -- 3 Responses to the Journey to the Singularity -- 3.1 Introduction -- 3.2 Post-Superintelligence Responses -- 3.3 Societal Proposals -- 3.3.1 Do Nothing -- 3.3.1.1 AI Is Too Distant to Be Worth Our Attention -- 3.3.1.2 Little Risk, no Action Needed -- 3.3.1.3 Let Them Kill Us -- 3.3.1.4 "Do Nothing" Proposals-Our View -- 3.3.2 Integrate with Society -- 3.3.2.1 Legal and Economic Controls -- 3.3.2.2 Foster Positive Values -- 3.3.2.3 "Integrate with Society" Proposals-Our View -- 3.3.3 Regulate Research -- 3.3.3.1 Review Boards -- 3.3.3.2 Encourage Research into Safe AGI -- 3.3.3.3 Differential Technological Progress -- 3.3.3.4 International Mass Surveillance -- 3.3.3.5 "Regulate Research" Proposals-Our View -- 3.3.4 Enhance Human Capabilities -- 3.3.4.1 Would We Remain Human? -- 3.3.4.2 Would Evolutionary Pressures Change Us? -- 3.3.4.3 Would Uploading Help? -- 3.3.4.4 "Enhance Human Capabilities" Proposals-Our View -- 3.3.5 Relinquish Technology -- 3.3.5.1 Outlaw AGI -- 3.3.5.2 Restrict Hardware -- 3.3.5.3 "Relinquish Technology" Proposals-Our View -- 3.4 External AGI Constraints -- 3.4.1 AGI Confinement -- 3.4.1.1 Safe Questions -- 3.4.1.2 Virtual Worlds -- 3.4.1.3 Resetting the AGI -- 3.4.1.4 Checks and Balances
    Abstract: 3.4.1.5 "AI Confinement" Proposals-Our View -- 3.4.2 AGI Enforcement -- 3.4.2.1 "AGI Enforcement" Proposals-Our View -- 3.5 Internal Constraints -- 3.5.1 Oracle AI -- 3.5.1.1 Oracles Are Likely to Be Released -- 3.5.1.2 Oracles Will Become Authorities -- 3.5.1.3 "Oracle AI" Proposals-Our View -- 3.5.2 Top-Down Safe AGI -- 3.5.2.1 Three Laws -- 3.5.2.2 Categorical Imperative -- 3.5.2.3 Principle of Voluntary Joyous Growth -- 3.5.2.4 Utilitarianism -- 3.5.2.5 Value Learning -- 3.5.2.6 Approval-Directed Agents -- 3.5.2.7 "Top-Down Safe AGI" Proposals-Our View -- 3.5.3 Bottom-up and Hybrid Safe AGI -- 3.5.3.1 Evolutionary Invariants -- 3.5.3.2 Evolved Morality -- 3.5.3.3 Reinforcement Learning -- 3.5.3.4 Human-like AGI -- 3.5.3.5 "Bottom-up and Hybrid Safe AGI" Proposals-Our View -- 3.5.4 AGI Nanny -- 3.5.4.1 "AGI Nanny" Proposals-Our View -- 3.5.5 Motivational Scaffolding -- 3.5.6 Formal Verification -- 3.5.6.1 "Formal Verification" Proposals-Our View -- 3.5.7 Motivational Weaknesses -- 3.5.7.1 High Discount Rates -- 3.5.7.2 Easily Satiable Goals -- 3.5.7.3 Calculated Indifference -- 3.5.7.4 Programmed Restrictions -- 3.5.7.5 Legal Machine Language -- 3.5.7.6 "Motivational Weaknesses" Proposals-Our View -- 3.6 Conclusion -- Acknowledgementss -- References -- Managing the Singularity Journey -- 4 How Change Agencies Can Affect Our Path Towards a Singularity -- 4.1 Introduction -- 4.2 Pre-singularity: The Dynamic Process of Technological Change -- 4.2.1 Paradigm Shifts -- 4.2.2 Technological Change and Innovation Adoption -- 4.2.3 The Change Agency Perspective -- 4.2.3.1 Business Organisations as Agents of Change in Innovation Practice -- 4.2.3.2 Social Networks as Agents of Change -- 4.2.3.3 The Influence of Entrepreneurs as Agents of Change -- 4.2.3.4 Nation States as Agents of Change -- 4.3 Key Drivers of Technology Research and Their Impact
    Abstract: 4.4 The Anti-singularity Postulate -- 4.5 Conclusions -- References -- 5 Agent Foundations for Aligning Machine Intelligence with Human Interests: A Technical Research Agenda -- 5.1 Introduction -- 5.1.1 Why These Problems? -- 5.2 Highly Reliable Agent Designs -- 5.2.1 Realistic World-Models -- 5.2.2 Decision Theory -- 5.2.3 Logical Uncertainty -- 5.2.4 Vingean Reflection -- 5.3 Error-Tolerant Agent Designs -- 5.4 Value Specification -- 5.5 Discussion -- 5.5.1 Toward a Formal Understanding of the Problem -- 5.5.2 Why Start Now? -- References -- 6 Risk Analysis and Risk Management for the Artificial Superintelligence Research and Development Process -- 6.1 Introduction -- 6.2 Key ASI R&D Risk and Decision Issues -- 6.3 Risk Analysis Methods -- 6.3.1 Fault Trees -- 6.3.2 Event Trees -- 6.3.3 Estimating Parameters for Fault Trees and Event Trees -- 6.3.4 Elicitation of Expert Judgment -- 6.3.5 Aggregation of Data Sources -- 6.4 Risk Management Decision Analysis Methods -- 6.5 Evaluating Opportunities for Future Research -- 6.6 Concluding Thoughts -- Acknowledgements -- References -- 7 Diminishing Returns and Recursive Self Improving Artificial Intelligence -- 7.1 Introduction -- 7.2 Self-improvement -- 7.2.1 Evolutionary Algorithms -- 7.2.2 Learning Algorithms -- 7.3 Limits of Recursively Improving Intelligent Algorithms -- 7.3.1 Software Improvements -- 7.3.2 Hardware Improvements -- 7.4 The Takeaway -- References -- 8 Energy, Complexity, and the Singularity -- 8.1 A Contradiction -- 8.2 Challenges -- 8.2.1 Climate Change -- 8.2.2 Biodiversity and Ecosystem Services -- 8.2.3 Energy-or, Where's My Jetsons Car? -- 8.2.4 The Troubles with Science -- 8.3 Energy and Complexity -- 8.4 Exponentials and Feedbacks -- 8.5 Ingenuity, not Data Processing -- 8.6 In Summary -- Acknowledgements -- References
    Abstract: 9 Computer Simulations as a Technological Singularity in the Empirical Sciences -- 9.1 Introduction -- 9.2 The Anthropocentric Predicament -- 9.3 The Reliability of Computer Simulations -- 9.3.1 Verification and Validation Methods -- 9.4 Final Words -- References -- 10 Can the Singularity Be Patented? (And Other IP Conundrums for Converging Technologies) -- 10.1 Introduction -- 10.2 A Singular Promise -- 10.3 Intellectual Property -- 10.3.1 Some General IP Problems in Converging Technologies -- 10.3.2 Some Gaps in IP Relating to the Singularity -- 10.4 Limits to Ownership and Other Monopolies -- 10.5 Owning the Singularity -- 10.6 Ethics, Patents and Artificial Agents -- 10.7 The Open Alternative -- References -- 11 The Emotional Nature of Post-Cognitive Singularities -- 11.1 Technological Singularity: Key Concepts -- 11.1.1 Tools and Methods -- 11.1.2 Singularity: Main Hypotheses -- 11.1.3 Implications of Post-singularity Entities with Advanced, Meta-cognitive Intelligence Ruled by Para-emotions -- 11.2 Post-cognitive Singularity Entities and their Physical Nature -- 11.2.1 Being a Singularity Entity -- 11.2.1.1 Super-intelligent Entities -- 11.2.1.2 Transhumans -- 11.2.2 Post Singularity Entities as Living Systems? -- 11.3 Para-emotional Systems -- 11.4 Conclusions -- Acknowledgements -- References -- 12 A Psychoanalytic Approach to the Singularity: Why We Cannot Do Without Auxiliary Constructions -- 12.1 Introduction -- 12.2 AI and Intelligence -- 12.3 Consciousness -- 12.4 Reason and Emotion -- 12.5 Psychoanalysis -- 12.6 Conclusion -- References -- Reflections on the Journey -- 13 Reflections on the Singularity Journey -- 13.1 Introduction -- 13.2 Eliezer Yudkowsky -- 13.2.1 The Event Horizon -- 13.2.2 Accelerating Change -- 13.2.3 The Intelligence Explosion -- 13.2.4 MIRI and LessWrong -- 13.3 Scott Aaronson -- 13.4 Stuart Armstrong
    Abstract: 13.5 Too Far in the Future -- 13.6 Scott Siskind -- 13.6.1 Wireheading -- 13.6.2 Work on AI Safety Now -- 14 Singularity Blog Insights -- 14.1 Three Major Singularity Schools -- 14.2 AI Timeline Predictions: Are We Getting Better? -- 14.3 No Time Like the Present for AI Safety Work -- 14.4 The Singularity Is Far -- Appendix -- The Coming Technological Singularity: How to Survive in the Post-human Era (reprint) -- References -- References -- Titles in this Series
    URL: Volltext  (lizenzpflichtig)
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  • 2
    Online Resource
    Online Resource
    Berlin, Heidelberg : Springer Berlin Heidelberg
    ISBN: 9783642453588
    Language: English
    Pages: Online-Ressource (XXIV, 459 p. 61 illus., 23 illus. in color, online resource)
    Series Statement: Theory and Applications of Natural Language Processing
    Series Statement: SpringerLink
    Series Statement: Bücher
    Parallel Title: Druckausg. Natural language processing of semitic languages
    RVK:
    Keywords: Computer science ; Computer Science ; Translators (Computer programs) ; Computational linguistics ; Computer science ; Translators (Computer programs) ; Computational linguistics ; Aufsatzsammlung ; Semitische Sprachen ; Natürliche Sprache
    Abstract: Part I Natural Language Processing Core-Technologies -- 1.Linguistic Introduction: The Orthography, Morphology and Syntax of Semitic Languages. R.Fabri, M.Gasser, N. Habash, G. Kiraz and S.Wintner -- 2.Morphological Processing of Semitic Languages. S.Wintner -- 3.Syntax and Parsing of Semitic Languages. R. Tsarfaty -- 4.Semantic Processing of Semitic Languages. M. Diab and Y.Marton -- 5.Language Modeling. I. Heintz -- Part II Natural Language Processing Applications -- 6.Statistical Machine Translation. H. Hassan and K.Darwish -- 7.Named Entity Recognition. B.Mohit -- 8.Anaphora Resolution. K.M. Seddik and A. Farghaly -- 9.Relation Extraction. V. Castelli and I. Zitouni -- 10.Information Retrieval. K. Darwish -- 11.Question Answering. Y. Benajiba, P. Rosso, L. Abouenour, O. Trigui, K.Bouzoubaa and L.H. Belguith -- 12.Automatic Summarization -- L.H. Belguith, M. Ellouze, M.H. Maaloul, M. Jaoua, F. Kallel Jaoua and P. Blache -- 13.Automatic Speech Recognition. H. Soltau, G. Saon, L. Mangu, H-K.Kuo, B.Kingsbury, S. Chu and F. Biadsy
    Abstract: Research in Natural Language Processing (NLP) has rapidly advanced in recent years, resulting in exciting algorithms for sophisticated processing of text and speech in various languages. Much of this work focuses on English; in this book we address another group of interesting and challenging languages for NLP research: the Semitic languages. The Semitic group of languages includes Arabic (206 million native speakers), Amharic (27 million), Hebrew (7 million), Tigrinya (6.7 million), Syriac (1 million) and Maltese (419 thousand). Semitic languages exhibit unique morphological processes, challenging syntactic constructions, and various other phenomena that are less prevalent in other natural languages. These challenges call for unique solutions, many of which are described in this book. The 13 chapters presented in this book bring together leading scientists from several universities and research institutes worldwide. While this book devotes some attention to cutting-edge algorithms and techniques, its primary purpose is a thorough explication of best practices in the field. Furthermore, every chapter describes how the techniques discussed apply to Semitic languages. The book covers both statistical approaches to NLP, which are dominant across various applications nowadays, and the more traditional, rule-based approaches, that were proven useful for several other application domains. We hope that this book will provide a "one-stop-shop'' for all the requisite background and practical advice when building NLP applications for Semitic languages
    Description / Table of Contents: Preface; Acknowledgments; Technical Review Committee; Contents; About the Editor; Part I Natural Language Processing Core-Technologies; Chapter1 Linguistic Introduction: The Orthography, Morphology and Syntax of Semitic Languages; 1.1 Introduction; 1.2 Amharic; 1.2.1 Orthography; 1.2.2 Derivational Morphology; Lexicon; Root and Pattern Processes; Other Derivational Processes; 1.2.3 Inflectional Morphology; Verbs; Nominals; 1.2.4 Basic Syntactic Structure; Noun Phrases; Clauses; 1.3 Arabic; 1.3.1 Orthography; Arabic Script; Arabic Spelling; 1.3.2 Morphology; Templatic Morphology
    Description / Table of Contents: Concatenative MorphologyDerivational Morphology; Inflectional Morphology; Form-Function Independence; Dialectal Arabic Morphology; Morphological Ambiguity; 1.3.3 Basic Syntactic Structure; Morphology and Syntax; Sentence Structure; Nominal Phrase Structure; Relative Clauses; Arabic Dialect Syntax; 1.4 Hebrew; 1.4.1 Orthography; 1.4.2 Derivational Morphology; Root and Pattern Processes; Other Derivational Processes; 1.4.3 Inflectional Morphology; Verbs; Nominals; Other Closed-Class Items; 1.4.4 Morphological Ambiguity; 1.4.5 Basic Syntactic Structure; 1.5 Maltese; 1.5.1 Orthography
    Description / Table of Contents: 1.5.2 Derivational MorphologyMixed Root-Based and Stem-Based Morphology; 1.5.3 Inflectional Morphology; Verbs; Nominals; Other Closed Class Items; 1.5.4 Basic Syntactic Structure; 1.6 Syriac; 1.6.1 Orthography; 1.6.2 Derivational Morphology; 1.6.3 Inflectional Morphology; 1.6.4 Syntax; 1.7 Contrastive Analysis; 1.7.1 Orthography; 1.7.2 Phonology; 1.7.3 Morphology; 1.7.4 Syntax; 1.7.5 Lexicon; 1.8 Conclusion; References; Chapter2 Morphological Processing of Semitic Languages; 2.1 Introduction; 2.2 Basic Notions; 2.3 The Challenges of Morphological Processing
    Description / Table of Contents: 2.4 Computational Approaches to Morphology2.4.1 Two-Level Morphology; 2.4.2 Multi-tape Automata; 2.4.3 The Xerox Approach; 2.4.4 Registered Automata; 2.4.5 Analysis by Generation; 2.4.6 Functional Morphology; 2.5 Morphological Analysis and Generation of Semitic Languages; 2.5.1 Amharic; 2.5.2 Arabic; 2.5.3 Hebrew; 2.5.4 Other Languages; 2.5.5 Related Applications; 2.6 Morphological Disambiguation of Semitic Languages; 2.7 Future Directions; References; Chapter3 Syntax and Parsing of Semitic Languages; 3.1 Introduction; 3.1.1 Parsing Systems; Syntactic Analysis; Models and Algorithms
    Description / Table of Contents: 3.1.2 Semitic LanguagesScript and Orthography; Morphology; Syntax; 3.1.3 The Main Challenges; The Architectural Challenge; The Modeling Challenge; The Lexical Challenge; 3.1.4 Summary and Conclusion; 3.2 Case Study: Generative Probabilistic Parsing; 3.2.1 Formal Preliminaries; Probabilistic Grammars; Training; Decoding; Evaluation; 3.2.2 An Architecture for Parsing Semitic Languages; Preliminaries; Joint Probabilistic Modeling; Lattice-Based Decoding; Evaluation; Summary and Conclusion; 3.2.3 The Syntactic Model; PCFG Refinements; Constrained Parsing; Discriminative Approaches
    Description / Table of Contents: 3.2.4 The Lexical Model
    Note: Description based upon print version of record
    URL: Cover
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  • 3
    Online Resource
    Online Resource
    Dordrecht : Springer Netherlands
    ISBN: 1280798882 , 9789400739109 , 9781280798887
    Language: English
    Pages: Online-Ressource
    Edition: Online-Ausg. Springer eBook Collection. Humanities, Social Science and Law Electronic reproduction; Available via World Wide Web
    DDC: 306.43
    RVK:
    Keywords: Social sciences ; Computer science
    Abstract: Pui-lam Law
    Abstract: The fast diffusion of information and communication technologies (ICTs) in China has brought forth new forms of connection among the Chinese and has changed their social lives. Virtual networks have been developed and in turn have led to the formation of networks in the actual world. This collection explores the resultant complications in the relationship between virtual, actual, and local interactions. It discusses various aspects of the implications of the new connectivities on these three types of interactions in China. The topics examined include: the possibility of the development of civil society in China, the implications for the migrant workers in the south, the challenge posed to the traditional social order, and the relationship between the new connectivities and the Chinese social context.
    Description / Table of Contents: New Connectivities in China; Acknowledgments; Contents; Notes on Contributors; Introduction; The Internet Communication and the Issue of Civil Society; Studies on Mobile Phone Uses in Beijing; The ICTs and Migrant Workers in Southern China; New Network and New Identification; New Connectivities and Chinese Social Context; Part I: The Internet Communication and the Issue of Civil Society; Chapter 1: NPOs in China: Some Issues Concerning Internet Communication; 1 NPOs and the Attributes of the Internet; 2 Internet Users and Internet Communication in China
    Description / Table of Contents: 3 The NPOs and Internet Communication in China4 Concluding Comments; References; Chapter 2: Dot the "I's" and Cross the "T's": A Sociological Interpretation of Chinese Cyberspace and the Qianyuan Grace Wang Incident; 1 Introduction; 2 A Brief Description of the Grace Wang Incident; 3 The Will to the Internet; 4 Cyberspace as Chinese Family System; 5 Conclusion; References; Chapter 3: Rage and Reflection: Chinese Nationalism Online Between Emotional Venting and Measured Opinion; 1 Introduction; 2 Angry Young Nationalists; 3 'Reasonable Nationalism'
    Description / Table of Contents: 4 China Is Unhappy - And the World Should Take NoticeReferences; Part II: Studies on Mobile Phone Uses in Beijing; Chapter 4: Beijing Calling… Mobile Communication in Contemporary China; 1 Modernization and the Social Effects of New Media in China; 2 Aim and Method; 3 Results; 4 Conclusion; References; Chapter 5: The "Mobile" Face of Contemporary China; 1 China's Position at the Crossroads of Industrialization, Technology, and Modernity; 2 Aim and Method; 3 Results; 4 Conclusion; References; Chapter 6: A Preliminary Study on the Mobile Phone Use of Migrant Workers in Beijing; 1 Introduction
    Description / Table of Contents: 2 Alienation in Real Life3 Migrant Worker's Responses and Mobile Phone Use; 3.1 Feigned Presence; 3.2 Concern in Absence; 3.3 Mobile Phones and Jianghu Relations; 3.4 Increased Choices and Decreased Stability in Romantic Relations; 4 Conclusion; References; Part III: The ICTs and Migrant Workers in Southern China; Chapter 7: Mobile Cultures of Migrant Workers in Southern China: Informal Literacies in the Negotiation of (New) Social Relations of the New Working Women; 1 Introduction; 1.1 Rural-to-Urban Migration: An Individuating Project Driven by the Desire for an Urban Middle-Class Life
    Description / Table of Contents: 1.2 Popularity of Mobile Phones and Text Messaging: Markers of Membership in Modern Communities2 The Present Study; 3 Findings; 3.1 The Creative SMS Literacies of Migrant Workers: Mobilizing Limited Linguistic Resources to Craft Out Arty Messages; 3.1.1 Emerging SMS Literacies Among Workers with Limited Formal Literacy Skills; 3.1.2 SMS Literacies in the Negotiation of (New) Gender Relations; 3.2 Seeking and Constructing Virtual Romance Through SMS Literacy Practices; 3.2.1 Acquiring Social Capital: Making Oneself Attractive in the Virtual Space
    Description / Table of Contents: 3.2.2 Fantasies Woven Around Romantic and Ambivalent Relations
    Note: Description based upon print version of record , Electronic reproduction; Available via World Wide Web
    URL: Cover
    URL: Cover
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  • 4
    Online Resource
    Online Resource
    Berlin, Heidelberg : Springer Berlin Heidelberg | Cham : Springer International Publishing AG
    ISBN: 9783642190506 , 3642190502
    Language: English
    Pages: 1 Online-Ressource (800 Seiten) , 105 illus., 58 illus. in color.
    Edition: 1st ed. 2011
    Series Statement: Security and Cryptology 6545
    Parallel Title: Erscheint auch als Digital Privacy
    DDC: 303.4834
    RVK:
    Keywords: Identitätsverwaltung ; Privatsphäre ; Benutzerorientierung ; Trusted Computing ; Anonymisierung ; Systemplattform ; Computers and civilization ; Electronic data processing Management ; Application software ; Computer science ; Information technology Management ; Cryptography ; Data encryption (Computer science) ; Computers and Society ; IT Operations ; Computer and Information Systems Applications ; Models of Computation ; Computer Application in Administrative Data Processing ; Cryptology ; Aufsatzsammlung
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  • 5
    ISBN: 9789048191789
    Language: English
    Pages: Online-Ressource (XIV, 362p, digital)
    Series Statement: Text, Speech and Language Technology 42
    Series Statement: SpringerLink
    Series Statement: Bücher
    Parallel Title: Buchausg. u.d.T. Genres on the Web
    RVK:
    RVK:
    Keywords: Computer science ; Computer Science ; Translators (Computer programs) ; Computational linguistics ; Computational linguistics ; Computer science ; Translators (Computer programs) ; Maschinelle Übersetzung
    Abstract: The volume “Genres on the Web” has been designed for a wide audience, from the expert to the novice. It is a required book for scholars, researchers and students who want to become acquainted with the latest theoretical, empirical and computational advances in the expanding field of web genre research. The study of web genre is an overarching and interdisciplinary novel area of research that spans from corpus linguistics, computational linguistics, NLP, and text-technology, to web mining, webometrics, social network analysis and information studies. This book gives readers a thorough grounding in the latest research on web genres and emerging document types. The book covers a wide range of web-genre focussed subjects, such as: • The identification of the sources of web genres • Automatic web genre identification • The presentation of structure-oriented models • Empirical case studies One of the driving forces behind genre research is the idea of a genre-sensitive information system, which incorporates genre cues complementing the current keyword-based search and retrieval applications
    URL: Cover
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  • 6
    Online Resource
    Online Resource
    Dordrecht : Springer Netherlands
    ISBN: 9789048131297 , 9789048131280
    Language: English
    Pages: Online-Ressource (X, 276p, digital)
    Series Statement: SpringerLink
    Series Statement: Bücher
    Parallel Title: Druckausg. u.d.T. Pittermann, Johannes, 1977 - Handling emotions in human-computer dialogues
    DDC: 006.454
    RVK:
    Keywords: Information systems ; Multimedia systems ; Computer science ; Computational linguistics ; Linguistics ; Computational linguistics ; Computer science ; Information systems ; Linguistics ; Multimedia systems ; Automatic speech recognition ; Human-computer interaction ; Emotions ; Computer simulation ; Mensch-Maschine-Kommunikation ; Automatische Spracherkennung ; Gefühl ; Computersimulation ; Mensch-Maschine-Kommunikation ; Automatische Spracherkennung ; Gefühl ; Computersimulation
    Abstract: As computer technology develops, spoken dialogue is becoming ever-more important when interacting with a wide variety of technological devices, including Personal Digital Assistants, tablet PCs, and mobile phones. Using speech leads to more natural and user-friendly interfaces. More specifically, the authors of this volume contend that the experience of talking to our computerized gadgets may be greatly improved by dynamically adapting the system's dialogue interaction style to the user's profile and emotional status. In this book, a novel approach that combines speech-based emotion recognition with adaptive human-computer dialogue modeling is described. With the robust recognition of emotions from speech signals as their goal, the authors analyze the effectiveness of using a plain emotion recognizer, a speech-emotion recognizer combining speech and emotion recognition, and multiple speech-emotion recognizers at the same time. The semi-stochastic dialogue model employed relates user emotion management to the corresponding dialogue interaction history and allows the device to adapt itself to the context, including altering the stylistic realization of its speech. This comprehensive volume begins by introducing spoken language dialogue systems and providing an overview of human emotions, theories, categorization and emotional speech. It moves on to cover the adaptive semi-stochastic dialogue model and the basic concepts of speech-emotion recognition. Finally, the authors show how speech-emotion recognizers can be optimized, and how an adaptive dialogue manager can be implemented. The book, with its novel methods to perform robust speech-based emotion recognition at low complexity, will be of interest to a variety of readers involved in human-computer interaction.
    Description / Table of Contents: Handling Emotions in Human-Computer Dialogues; Preface; Contents; 1 Introduction; 1.1 Spoken Language Dialogue Systems; 1.1.1 Automatic Speech Recognition; 1.1.2 Natural Language Understanding; 1.1.3 Dialogue Management; 1.1.4 Text Generation; 1.1.5 Text-to-Speech; 1.2 Enhancing a Spoken Language Dialogue System; 1.3 Challenges in Dialogue Management Development; 1.4 Issues in User Modeling; 1.5 Evaluation of Dialogue Systems; 1.6 Summary of Contributions; 2 Human Emotions; 2.1 Definition of Emotion; 2.2 Theories of Emotion and Categorization; 2.3 Emotional Labeling
    Description / Table of Contents: 2.4 Emotional Speech Databases/Corpora2.5 Discussion; 3 Adaptive Human-Computer Dialogue; 3.1 Background and Related Research; 3.1.1 Adaptive Dialogue Management; 3.1.2 Stochastic Approaches to Dialogue Modeling; 3.1.3 Emotions in Dialogue Systems; 3.2 User-State and Situation Management; 3.3 Dialogue Strategies and Control Parameters; 3.4 Integrating Speech Recognizer Confidence Measures into Adaptive Dialogue Management; 3.5 Integrating Emotions into Adaptive Dialogue Management; 3.6 A Semi-Stochastic Dialogue Model; 3.7 A Semi-Stochastic Emotional Model
    Description / Table of Contents: 3.8 A Semi-Stochastic Combined Emotional Dialogue Model3.9 Extending the Semi-Stochastic Combined Emotional Dialogue Model; 3.10 Discussion; 4 Hybrid Approach to Speech-Emotion Recognition; 4.1 Signal Processing; 4.1.1 Preprocessing; 4.1.2 Linear Prediction; 4.1.3 Mel-Frequency Cepstral Coefficients; 4.1.4 Prosodic and Acoustic Features; 4.2 Classifiers for Emotion Recognition; 4.2.1 Hidden Markov Models; 4.2.2 Artificial Neural Networks; 4.3 Existing Approaches to Emotion Recognition; 4.4 HMM-Based Speech Recognition; 4.5 HMM-Based Emotion Recognition
    Description / Table of Contents: 4.6 Combined Speech and Emotion Recognition4.7 Emotion Recognition by Linguistic Analysis; 4.8 Discussion; 5 Implementation; 5.1 Emotion Recognizer Optimizations; 5.1.1 Plain Emotion Recognition; 5.1.2 Speech-Emotion Recognition; 5.2 Using Multiple (Speech-)Emotion Recognizers; 5.2.1 ROVER for Emotion Recognition; 5.2.2 ROVER for Speech-Emotion Recognition; 5.3 Implementation of Our Dialogue Manager; 5.4 Discussion; 6 Evaluation; 6.1 Description of Dialogue System Evaluation Paradigms; 6.2 Speech Data Used for the Emotion Recognizer Evaluation; 6.3 Performance of Our Emotion Recognizer
    Description / Table of Contents: 6.3.1 Plain Emotion Recognition6.3.2 Speech-Emotion Recognition; 6.3.3 Combining Multiple Speech-Emotion Recognizers; 6.3.4 Emotion Recognition by Linguistic Analysis; 6.4 Evaluation of Our Dialogue Manager; 6.5 Discussion; 7 Conclusion and Future Directions; A Emotional Speech Databases; B Used Abbreviations; References; Index;
    Note: Includes bibliographical references and index
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  • 7
    ISBN: 9783540457718 , 3540457712 , 3540457690 , 3540830898
    Language: English
    Pages: 1 Online-Ressource (VIII, 240 Seiten)
    Edition: 1st edition 2006
    Series Statement: Lecture Notes in Artificial Intelligence 4211
    Parallel Title: Erscheint auch als Symbol Grounding and Beyond
    DDC: 306.44
    RVK:
    Keywords: Computerlinguistik ; Sociolinguistics ; Artificial intelligence ; Computer simulation ; Computer science ; Natural language processing (Computer science) ; Social sciences Data processing ; Sociolinguistics ; Artificial Intelligence ; Computer Modelling ; Theory of Computation ; Natural Language Processing (NLP) ; Computer Application in Social and Behavioral Sciences ; Konferenzschrift 2006
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  • 8
    Online Resource
    Online Resource
    Berlin, Heidelberg : Springer Berlin Heidelberg | Cham : Springer International Publishing AG
    ISBN: 9783540316138 , 3540316132 , 3540307079 , 3540818464
    Language: English
    Pages: 1 Online-Ressource (X, 315 Seiten)
    Edition: 1st ed. 2005
    Series Statement: Lecture Notes in Artificial Intelligence 3413
    Parallel Title: Erscheint auch als Socionics
    DDC: 301
    RVK:
    Keywords: Sozionik ; Verteilte künstliche Intelligenz ; Künstliche Gesellschaft ; Komplexes System ; Soziales System ; Selbst organisierendes System ; Mehragentensystem ; Sociology ; Artificial intelligence ; Computer science ; Computers, Special purpose ; Social sciences Data processing ; Computers and civilization ; Sociology ; Artificial Intelligence ; Theory of Computation ; Special Purpose and Application-Based Systems ; Computer Application in Social and Behavioral Sciences ; Computers and Society ; Aufsatzsammlung
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  • 9
    ISBN: 9781402030758
    Language: English
    Pages: Online-Ressource (XXVIII, 403 p, digital)
    Edition: Springer eBook Collection. Humanities, Social Science and Law
    Series Statement: Text, Speech and Language Technology 28
    Series Statement: SpringerLink
    Series Statement: Bücher
    Parallel Title: Buchausg. u.d.T. Spoken multimodal human-computer dialogue in mobile environments
    RVK:
    RVK:
    Keywords: Linguistics ; Multimedia systems ; Computer science ; Translators (Computer programs) ; Computational linguistics ; Aufsatzsammlung ; Mensch ; Computer ; Dialog ; Mensch-Maschine-Kommunikation ; Mobile Computing
    Abstract: Issues in Multimodal Spoken Dialogue Systems and Components -- Multimodal Dialogue Systems -- Speech Recognition Technology in Multimodal/Ubiquitous Computing Environments -- A Robust Multimodal Speech Recognition Method using Optical Flow Analysis -- Feature Functions for Tree-Based Dialogue Course Management -- A Reasoning Component for Information-Seeking and Planning Dialogues -- A Model for Multimodal Dialogue System Output Applied to an Animated Talking Head -- System Architecture and Example Implemesntations -- Overview of System Architecture -- XISL: A Modality-Independent MMI Description Language -- A Path to Multimodal Data Services for Telecommunications -- Multimodal Spoken Dialogue with Wireless Devices -- The Smartkom Mobile Car Prototype System for Flexible Human-Machine Communication -- LARRI: A Language-Based Maintenance and Repair Assistant -- Evaluation and Usability -- Overview of Evaluation and Usability -- Evaluating Dialogue Strategies in Multimodal Dialogue Systems -- Enhancing the Usability of Multimodal Virtual Co-drivers -- Design, Implementation and Evaluation of the SENECA Spoken Language Dialogue System -- Segmenting Route Descriptions for Mobile Devices -- Effects of Prolonged Use on the Usability of a Multimodal Form-Filling Interface -- User Multitasking with Mobile Multimodal Systems -- Speech Convergence with Animated Personas
    Abstract: This book is based on publications from the ISCA Tutorial and Research Workshop on Multi-Modal Dialogue in Mobile Environments held at Kloster Irsee, Germany, in 2002. The workshop covered various aspects of devel- ment and evaluation of spoken multimodal dialogue systems and components with particular emphasis on mobile environments, and discussed the state-- the-art within this area. On the development side the major aspects addressed include speech recognition, dialogue management, multimodal output gene- tion, system architectures, full applications, and user interface issues. On the evaluation side primarily usability evaluation was addressed. A number of high quality papers from the workshop were selected to form the basis of this book. The volume is divided into three major parts which group together the ov- all aspects covered by the workshop. The selected papers have all been - tended, reviewed and improved after the workshop to form the backbone of the book. In addition, we have supplemented each of the three parts by an invited contribution intended to serve as an overview chapter
    URL: Cover
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  • 10
    ISBN: 9781402035913 , 1402035918 , 140203590X , 9048103843 , 9048169046
    Language: English
    Pages: 1 Online-Ressource (XV, 467 Seiten)
    Edition: 1st edition 2005
    Parallel Title: Erscheint auch als Communities and Technologies 2005
    DDC: 004
    RVK:
    Keywords: Informationsgesellschaft ; Social Media ; Technologiemanagement ; Gemeinschaft ; Computer science ; Application software ; Electronic commerce ; Industrial organization ; Social sciences ; Computer Science ; Computer and Information Systems Applications ; e-Commerce and e-Business ; Organization ; Society ; Konferenzschrift 2005
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  • 11
    ISBN: 9783540209232
    Language: English
    Pages: Online-Ressource
    Series Statement: Lecture Notes in Computer Science 2934
    Series Statement: SpringerLink
    Series Statement: Bücher
    Series Statement: Lecture notes in computer science
    Parallel Title: Buchausg. u.d.T. Regulated agent-based social systems
    DDC: 303.4834
    RVK:
    Keywords: Artificial intelligence ; Computer Communication Networks ; Computer science ; Computer simulation ; Social sciences_xData processing ; Computer Science ; Konferenzschrift 2002 ; Mehragentensystem ; Autonomer Agent ; Soziales System ; Selbst organisierendes System
    URL: Cover
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