Plan, Activity, and Intent Recognition: Theory and Practice
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AlbakiReads Editorial A cross-disciplinary map of recognition systems in AI
A cross-disciplinary map of recognition systems in AI
Plan, Activity, and Intent Recognition brings together three closely related AI tasks: inferring actions, plans, and intentions from available signals. It places the field at the intersection of user modeling, machine vision, natural-language understanding, human-computer interaction, machine learning, and autonomous or multi-agent systems. The book connects that technical foundation to practical domains including personal assistants, security, game and simulation opponent modeling, robot and software-agent coordination, e-commerce, dialogue systems, video surveillance, and smart homes. Its historical coverage also frames newer developments in relation to improved sensors, greater computing power, and expanding application areas.
Good fit for readers who enjoy
- Computer science readers studying artificial intelligence and machine learning
- Researchers interested in activity, plan, or intent recognition across multiple AI subfields
- Practitioners exploring recognition technologies for agents, security, robotics, or interactive systems
Themes
Artificial intelligencePlan and activity recognitionIntent inferenceMachine learningAutonomous agents
Based on publisher information and book metadata.
Book Overview Plan recognition, activity recognition, and intent recognition together combine and unify techniques from user modeling, machine vision, ...
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.
Book Details Format: Paperback | Pages: 424 | Language: English | Publisher: MORGAN KAUFMANN PUBL INC | ISBN: 0123985323
FormatPaperback
Pages424
LanguageEnglish
ISBN0123985323
EAN9780123985323
PublisherMORGAN KAUFMANN PUBL INC
Publication Date2014-02-24
Edition1
AccessoriesNo Accessory
ConditionNew
Product TypeQUALITY PAPERBACK BOOKS
Weight1.85 Pounds
Length9.1 Inches
Width7.5 Inches
Height0.9 Inches
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