Format:
Online-Ressource (XVI, 359 p. Also available online, digital)
ISBN:
9783540723486
Series Statement:
Lecture Notes in Computer Science 4451
Content:
Foundations of Human Computing -- Foundations of Human Computing: Facial Expression and Emotion -- Instinctive Computing -- Sensing Humans for Human Computing -- Human Computing and Machine Understanding of Human Behavior: A Survey -- Audio-Visual Spontaneous Emotion Recognition -- Modeling Naturalistic Affective States Via Facial, Vocal, and Bodily Expressions Recognition -- Emotion and Reinforcement: Affective Facial Expressions Facilitate Robot Learning -- Trajectory-Based Representation of Human Actions -- Modelling the Communication Atmosphere: A Human Centered Multimedia Approach to Evaluate Communicative Situations -- Modeling Influence Between Experts -- Anthropocentric Interaction Models for Human Computing -- Social Intelligence Design and Human Computing -- Feedback Loops in Communication and Human Computing -- Evaluating the Future of HCI: Challenges for the Evaluation of Emerging Applications -- Gaze-X: Adaptive, Affective, Multimodal Interface for Single-User Office Scenarios -- SmartWeb Handheld — Multimodal Interaction with Ontological Knowledge Bases and Semantic Web Services -- A Learning-Based High-Level Human Computer Interface for Face Modeling and Animation -- Challenges for Virtual Humans in Human Computing -- Affect Detection and an Automated Improvisational AI Actor in E-Drama.
Content:
This volume in the Lecture Notes of Artificial Intelligence represents the first book on human computing. We introduced the notion of human computing in 2006 and organized two events that were meant to explain this notion and the research conducted worldwide in the context of this notion. The first of these events was a Special Session on Human Computing that took place during the Eighth International ACM Conference on Multimodal Interfaces (ICMI 2006), held in Banff, Canada, on November 3, 2006. The theme of the conference was multimodal collaboration and our Special Session on Human Computing was a natural extension of the discussion on this theme. We are grateful to the organizers of ICMI 2006 for supporting our efforts to organize this Special Session during the conference. The second event in question was a Workshop on AI for Human Computing organized in conjunction with the 20th International Joint Conference on Artificial Intelligence (IJCAI 2007), held in Hyderabad (India), on January 6, 2007. The main theme of IJCAI 2007 was AI and its benefits to society. Our workshop presented a vision of the future of computing technology in which AI, in particular machine learning and agent technology, plays an essential role. We want to thank the organizers of IJCAI 2007 for their support in the organization of the Workshop on AI for Human Computing.
Note:
Includes bibliographical references and index
,
Proceedings of the 8th International Conference on Multimodal Interfaces and the 20th International Joint Conference on Artificial Intelligence
,
""Title page""; ""Preface""; ""Organization""; ""Table of Contents""; ""Foundations of Human Computing: Facial Expression and Emotion""; ""Introduction""; ""Approaches to Measurement""; ""Message Judgment""; ""Sign Measurement""; ""Automatic Measurement""; ""Reliability of Meta-Data""; ""Concurrent Validity for Continuous Measurement""; ""Dynamics""; ""Individual Differences""; ""Interpersonal Regulation""; ""Conclusion""; ""References""; ""Instinctive Computing""; ""Introduction""; ""The Bottom-Up Approaches""; ""Building Blocks of Instinctive Computing""; ""Virtual Forage""
,
""Information Foraging""""Virtual Food-Chains""; ""Near-Field Interactions""; ""Vigilance of Vulnerability""; ""Human-Like Sensors""; ""Multi-resolution Sensing""; ""Tongue Inspection""; ""Reproductive Aesthetics""; ""Sexuality""; ""Detecting Human Body Features""; ""Privacy Algorithm""; ""Human Computing and Machine Understanding of Human Behavior: A Survey""; ""Introduction""; ""Issues in Modeling Human Behavior""; ""What Is Communicated?""; ""How the Information Is Passed on?""; ""In Which Context Is the Information Passed on?""; ""Can Computer Systems Understand Human Behavior?""
,
""Human Sensing""""Context Sensing""; ""Understanding Human Behavior""; ""Guidelines for Future Research Efforts in the Field""; ""Conclusions""; ""References""; ""Audio-Visual Spontaneous Emotion Recognition""; ""Introduction""; ""Related Work""; ""Data of Adult Attachment Interview""; ""Facial Expressions""; ""3D Face Tracker""; ""Locality Preserving Projection""; ""Vocal Expressions""; ""Adaboost Multi-stream Hidden Markov Model""; ""Learning Algorithm""; ""Classification Algorithm""; ""Experimental Results""; ""Facial Expression Analysis on Locality Preserving Subspace""
,
""Prosody Expression Analysis""""Audio-Visual Fusion""; ""Conclusion""; ""References""; ""Modeling Naturalistic Affective States Via Facial, Vocal, and Bodily Expressions Recognition""; ""Introduction""; ""Induction of Natural Emotions � Data Collection""; ""Extraction of Facial Features""; ""Face Detection and Pose Estimation""; ""Automatic Facial Feature Detection and Boundary Extraction""; ""Final Masks Generation and Confidence Estimation""; ""From FP to FAP Estimation""; ""Hand Gesture Analysis""; ""Extraction of Acoustic Features""; ""Fusion of Visual and Acoustic Features""
,
""Conclusions � Future Work""""References""; ""Emotion and Reinforcement: Affective Facial Expressions Facilitate Robot Learning""; ""Introduction""; ""Affect as Reinforcement""; ""Chapter Layout""; ""Interactive Robot Learning""; ""Learning by Example""; ""Learning by Feedback""; ""Learning by Guidance""; ""Affect Influences Learning""; ""Emotion and Affect""; ""Emotional Influences""; ""Socially Communicated Affect""; ""EARL: A Computational Framework to Study the Relation Between Emotion, Adaptation and Reinforcement Learning""; ""Emotional Expressions as Reinforcement Signal""
,
""Method""
Additional Edition:
ISBN 9783540723462
Additional Edition:
Buchausg. u.d.T. Artifical intelligence for human computing Berlin : Springer, 2007 ISBN 3540723463
Additional Edition:
ISBN 9783540723462
Language:
English
Subjects:
Computer Science
Keywords:
Mensch-Maschine-Kommunikation
;
Affective Computing
;
Mensch-Maschine-Kommunikation
;
Interpersonale Kompetenz
;
Künstliche Intelligenz
;
Benutzeroberfläche
;
Multimodales System
;
Affective Computing
;
Bilderkennung
;
Benutzerorientierung
;
Mensch-Maschine-Kommunikation
;
Affective Computing
;
Interpersonale Kompetenz
;
Künstliche Intelligenz
;
Benutzeroberfläche
;
Multimodales System
;
Bilderkennung
;
Benutzerorientierung
;
Konferenzschrift
DOI:
10.1007/978-3-540-72348-6
URL:
Volltext
(lizenzpflichtig)
URL:
Volltext
(lizenzpflichtig)
Bookmarklink