Plan, Activity and Intent Recognition: Theory and Practice

Abstract

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.