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 seminarsExplains how
to interpret and recognize plans and activities from sensor
dataProvides valuable background knowledge and assembles key
concepts into one guide for researchers or students studying these
disciplines"
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