Data Mining for Social Robotics (inbunden)
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Format
Inbunden (Hardback)
Språk
Engelska
Antal sidor
328
Utgivningsdatum
2016-02-10
Upplaga
1st ed. 2015
Förlag
Springer International Publishing AG
Medarbetare
Nishida, Toyoaki
Illustratör/Fotograf
10 schwarz-weiße Tabellen 40 schwarz-weiße und 20 farbige Abbildungen Bibliographie
Illustrationer
74 Illustrations, color; XII, 328 p. 74 illus. in color.
Dimensioner
234 x 156 x 21 mm
Vikt
654 g
Antal komponenter
1
Komponenter
1 Hardback
ISBN
9783319252308

Data Mining for Social Robotics

Toward Autonomously Social Robots

av Yasser Mohammad, Toyoaki Nishida
Inbunden,  Engelska, 2016-02-10
1505
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This book explores an approach to social robotics based solely on autonomous unsupervised techniques and positions it within a structured exposition of related research in psychology, neuroscience, HRI, and data mining. The authors present an autonomous and developmental approach that allows the robot to learn interactive behavior by imitating humans using algorithms from time-series analysis and machine learning. The first part provides a comprehensive and structured introduction to time-series analysis, change point discovery, motif discovery and causality analysis focusing on possible applicability to HRI problems. Detailed explanations of all the algorithms involved are provided with open-source implementations in MATLAB enabling the reader to experiment with them. Imitation and simulation are the key technologies used to attain social behavior autonomously in the proposed approach. Part two gives the reader a wide overview of research in these areas in psychology, and ethology. Based on this background, the authors discuss approaches to endow robots with the ability to autonomously learn how to be social. Data Mining for Social Robots will be essential reading for graduate students and practitioners interested in social and developmental robotics.
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Yasser Mohammad, Toyoaki Nishida

Recensioner i media

This comprehensive work focuses on human-robot interaction (HRI) using data mining and time series analysis. In general, this book includes rich knowledge in social robot study using data mining tools. Its a nice book for graduate students and practitioners to dive deeper into HRI. Personally, this book led me to rethink the learning processes and interaction manners of humans, which is a rather interesting journey. (Feng Yu, Computing Reviews, March, 2017)

Innehållsförteckning

Preface.- Introduction.- Part I: Time Series Mining.- Mining Time-Series Data.- Change Point Discovery.- Motif Discovery.- Causality Analysis.- Part II: Autonomously Social Robots.- Introduction to Social Robotics.- Imitation and Social Robotics.- Theoretical Foundations.- The Embodied Interactive Control Architecture.- Interacting Naturally.- Interaction Learning through Imitation.- Fluid Imitation.- Learning through Demonstration.- Conclusion.- Index.

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