Plan, Activity, and Intent Recognition

Plan, Activity, and Intent Recognition

by Christopher GeibRobert P. Goldman Gita Sukthankar and others
Epub (Kobo), Epub (Adobe)
Publication Date: 03/03/2014

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Plan recognition, activity recognition, and intent recognition together combine and unify techniques from user modeling, machine vision, intelligent user interfaces, human/computer interaction, autonomous and multi-agent systems, natural language understanding, and machine learning. Plan, Activity, and Intent Recognition explains the crucial role of these techniques in a wide variety of applications including: - personal agent assistants - computer and network security - opponent modeling in games and simulation systems - coordination in robots and software agents - web e-commerce and collaborative filtering - dialog modeling - video surveillance - smart homes In this book, follow the history of this research area and witness exciting new developments in the field made possible by improved sensors, increased computational power, and new application areas. - Combines basic theory on algorithms for plan/activity recognition along with results from recent workshops and seminars - Explains how to interpret and recognize plans and activities from sensor data - Provides valuable background knowledge and assembles key concepts into one guide for researchers or students studying these disciplines

ISBN:
9780124017108
9780124017108
Category:
Artificial intelligence
Format:
Epub (Kobo), Epub (Adobe)
Publication Date:
03-03-2014
Language:
English
Publisher:
Morgan Kaufmann
Robert P. Goldman

Robert P. Goldman is the William and Catherine Magistretti Distinguished Professor of Sanskrit and Indian Studies at the University of California, Berkeley, and general editor of the Ramayana Translation Project.

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