Data Mining for Social Robotics

Toward Autonomously Social Robots

AvYasser Mohammad,Toyoaki Nishida

Inbunden, Engelska, 2016

Del i serien Advanced Information and Knowledge Processing

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Beskrivning

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.

Produktinformation

Utgivningsdatum:2016-02-10
Mått:155 x 235 x 24 mm
Vikt:676 g
Format:Inbunden
Språk:Engelska
Serie:Advanced Information and Knowledge Processing
Antal sidor:328
Upplaga:16001
Förlag:Springer International Publishing AG
ISBN:9783319252308

Utforska kategorier

Databaser inom Data och IT
Artificiell intelligens inom Data och IT

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. ... It's 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.