Plan Activity And Intent Recognition

Author : Gita Sukthankar,Christopher Geib,Hung Hai Bui,David Pynadath,Robert P. Goldman
Publisher : Newnes
Page : 423 pages
File Size : 40,7 Mb
Release : 2014-03-03
Category : Computers
ISBN : 9780124017108

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Plan, Activity, and Intent Recognition by Gita Sukthankar,Christopher Geib,Hung Hai Bui,David Pynadath,Robert P. Goldman Pdf

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

Author : Anonim
Publisher : Unknown
Page : 385 pages
File Size : 53,7 Mb
Release : 2014
Category : Artificial intelligence
ISBN : OCLC:893039632

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Plan, Activity, and Intent Recognition by Anonim Pdf

Author : Gita Sukthankar,Christopher Geib,David Pynadath,Hung Bui
Publisher : Unknown
Page : 78 pages
File Size : 55,6 Mb
Release : 2010-07-11
Category : Electronic
ISBN : 1577354710

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Plan, Activity, and Intent Recognition by Gita Sukthankar,Christopher Geib,David Pynadath,Hung Bui Pdf

Author : Christopher Geib
Publisher : Morgan Kaufmann
Page : 385 pages
File Size : 55,9 Mb
Release : 2014
Category : Computers
ISBN : 0123985323

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Plan, Activity, and Intent Recognition by Christopher Geib Pdf

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

Author : Christopher Geib,David Pynadath
Publisher : Unknown
Page : 98 pages
File Size : 40,5 Mb
Release : 2007-09
Category : Electronic
ISBN : 1577353366

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Plan, Activity, and Intent Recognition by Christopher Geib,David Pynadath Pdf

Author : Peter Kiefer
Publisher : Springer Science & Business Media
Page : 181 pages
File Size : 43,8 Mb
Release : 2011-11-23
Category : Computers
ISBN : 9781461418542

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Mobile Intention Recognition by Peter Kiefer Pdf

Mobile Intention Recognition addresses problems of practical relevance for mobile system engineers: how can we make mobile assistance systems more intelligent? How can we model and recognize patterns of human behavior which span more than a limited spatial context? This text provides an overview on plan and intention recognition, ranging from the late 1970s to very recent approaches. This overview is unique as it discusses approaches with respect to the specificities of mobile intention recognition. This book covers problems from research on mobile assistance systems using methods from artificial intelligence and natural language processing. It thus addresses an extraordinary interdisciplinary audience.

Author : Gita Sukthankar,Hung Bui,Christopher W. Geib,David V. Pynadath
Publisher : Unknown
Page : 64 pages
File Size : 45,7 Mb
Release : 2011-08-07
Category : Electronic
ISBN : 1577355326

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Plan, Activity, and Intent Recognition by Gita Sukthankar,Hung Bui,Christopher W. Geib,David V. Pynadath Pdf

Author : Reuth Reuth Mirsky,Sarah Sarah Keren,Christopher Christopher Geib
Publisher : Springer Nature
Page : 100 pages
File Size : 44,9 Mb
Release : 2022-05-31
Category : Computers
ISBN : 9783031015892

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Introduction to Symbolic Plan and Goal Recognition by Reuth Reuth Mirsky,Sarah Sarah Keren,Christopher Christopher Geib Pdf

Plan recognition, activity recognition, and goal recognition all involve making inferences about other actors based on observations of their interactions with the environment and other agents. This synergistic area of research combines, unites, and makes use of techniques and research from a wide range of areas including user modeling, machine vision, automated planning, intelligent user interfaces, human-computer interaction, autonomous and multi-agent systems, natural language understanding, and machine learning. It plays a crucial role in a wide variety of applications including assistive technology, software assistants, computer and network security, human-robot collaboration, natural language processing, video games, and many more. This wide range of applications and disciplines has produced a wealth of ideas, models, tools, and results in the recognition literature. However, it has also contributed to fragmentation in the field, with researchers publishing relevant results in a wide spectrum of journals and conferences. This book seeks to address this fragmentation by providing a high-level introduction and historical overview of the plan and goal recognition literature. It provides a description of the core elements that comprise these recognition problems and practical advice for modeling them. In particular, we define and distinguish the different recognition tasks. We formalize the major approaches to modeling these problems using a single motivating example. Finally, we describe a number of state-of-the-art systems and their extensions, future challenges, and some potential applications.

Author : Karen Haigh,Julia Andrusenko
Publisher : Artech House
Page : 288 pages
File Size : 45,6 Mb
Release : 2021-07-31
Category : Technology & Engineering
ISBN : 9781630818128

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Cognitive Electronic Warfare: An Artificial Intelligence Approach by Karen Haigh,Julia Andrusenko Pdf

This comprehensive book gives an overview of how cognitive systems and artificial intelligence (AI) can be used in electronic warfare (EW). Readers will learn how EW systems respond more quickly and effectively to battlefield conditions where sophisticated radars and spectrum congestion put a high priority on EW systems that can characterize and classify novel waveforms, discern intent, and devise and test countermeasures. Specific techniques are covered for optimizing a cognitive EW system as well as evaluating its ability to learn new information in real time. The book presents AI for electronic support (ES), including characterization, classification, patterns of life, and intent recognition. Optimization techniques, including temporal tradeoffs and distributed optimization challenges are also discussed. The issues concerning real-time in-mission machine learning and suggests some approaches to address this important challenge are presented and described. The book covers electronic battle management, data management, and knowledge sharing. Evaluation approaches, including how to show that a machine learning system can learn how to handle novel environments, are also discussed. Written by experts with first-hand experience in AI-based EW, this is the first book on in-mission real-time learning and optimization.

Author : Manasawee Kaenampornpan,Rainer Malaka,Duc Dung Nguyen,Nicolas Schwind
Publisher : Springer
Page : 271 pages
File Size : 55,7 Mb
Release : 2018-11-09
Category : Computers
ISBN : 9783030030148

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Multi-disciplinary Trends in Artificial Intelligence by Manasawee Kaenampornpan,Rainer Malaka,Duc Dung Nguyen,Nicolas Schwind Pdf

This book constitutes the refereed conference proceedings of the 12th International Conference on Multi-disciplinary Trends in Artificial Intelligence, MIWAI 2018, held in Hanoi, Vietnam, in November 2018. The 16 full papers presented together with 9 short papers were carefully reviewed and selected from 65 submissions. They are organized in the following topical sections: control, planning and scheduling, pattern recognition, knowledge mining, software applications, strategy games and others.

Author : Vania Dimitrova,Tsvi Kuflik,David Chin,Francesco Ricci,Peter Dolog,Geert-Jan Houben
Publisher : Springer
Page : 510 pages
File Size : 48,6 Mb
Release : 2014-06-19
Category : Computers
ISBN : 9783319087863

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User Modeling, Adaptation and Personalization by Vania Dimitrova,Tsvi Kuflik,David Chin,Francesco Ricci,Peter Dolog,Geert-Jan Houben Pdf

This book constitutes the thoroughly refereed proceedings of the 22nd International Conference on User Modeling, Adaption and Personalization, held in Aalborg, Denmark, in July 2014. The 23 long and 19 short papers of the research paper track were carefully reviewed and selected from 146 submissions. The papers cover the following topics: large scale personalization, adaptation and recommendation; Personalization for individuals, groups and populations; modeling individuals, groups and communities; Web dynamics and personalization; adaptive web-based systems; context awareness; social recommendations; user experience; user awareness and control; Affective aspects; UMAP underpinning by psychology models; privacy; perceived security and trust; behavior change and persuasion.

Author : Eyke Hüllermeier,Mirjam Minor
Publisher : Springer
Page : 398 pages
File Size : 44,6 Mb
Release : 2015-09-30
Category : Computers
ISBN : 9783319245867

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Case-Based Reasoning Research and Development by Eyke Hüllermeier,Mirjam Minor Pdf

This book constitutes the refereed proceedings of the 23rd International Conference on Case-Based Reasoning Research and Development, ICCBR 2015, held in Frankfurt am Main, Germany, in September 2015. The 26 revised full papers presented were carefully reviewed and selected from 37 submissions. The papers cover a wide range of CBR topics that are of interest both to researchers and practitioners from foundations of Case-Based Reasoning; over CBR systems for specific tasks and related fields; up to CBR systems, applications and lessons learned in specific areas of expertise such as health; e-science; finance; energy, logistics, traffic; game/AI; cooking; diagnosis, technical support; as well as knowledge and experience management

Author : Tibor Bosse
Publisher : IOS Press
Page : 340 pages
File Size : 40,6 Mb
Release : 2012
Category : Computers
ISBN : 9781614990499

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Agents and Ambient Intelligence by Tibor Bosse Pdf

The concept of an intelligent agent - a computational system capable of performing certain tasks autonomously - derived from the growing potential of digital computers in the mid 20th century and had been widely adopted by the early 1990s. Partly in parallel with this concept, the perspective of ambient intelligence (AmI) emerged in the late 1990s. Agent technology and AmI have many similarities, and the main purpose of this book is to provide an overview of the state-of-the-art of the scientific area that integrates these two. The book addresses a wide variety of topics related to agents and AmI, including theoretical, practical, design, implementation, ethical and philosophical issues. The 12 chapters are arranged in four sections. The first consists of three chapters discussing ethical and philosophical issues; the second part explores various approaches that can be used to develop agent-based AmI Systems; the third part contains three chapters that share the goal to endow AmI systems with useful properties like intelligence and adaptivity and the last section presents concrete applications of agent-based AmI systems. This book provides an insight into recent achievements and future challenges at the intersection of agent technology and ambient intelligence and will assist the development of more intelligent, flexible, effective and user-friendly systems as well as posing critical questions about the future of the role of agents within the AmI perspective.

Author : Liming Chen,Chris D. Nugent,Jit Biswas,Jesse Hoey
Publisher : Springer Science & Business Media
Page : 339 pages
File Size : 41,5 Mb
Release : 2011-05-04
Category : Computers
ISBN : 9789491216053

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Activity Recognition in Pervasive Intelligent Environments by Liming Chen,Chris D. Nugent,Jit Biswas,Jesse Hoey Pdf

This book consists of a number of chapters addressing different aspects of activity recognition, roughly in three main categories of topics. The first topic will be focused on activity modeling, representation and reasoning using mathematical models, knowledge representation formalisms and AI techniques. The second topic will concentrate on activity recognition methods and algorithms. Apart from traditional methods based on data mining and machine learning, we are particularly interested in novel approaches, such as the ontology-based approach, that facilitate data integration, sharing and automatic/automated processing. In the third topic we intend to cover novel architectures and frameworks for activity recognition, which are scalable and applicable to large scale distributed dynamic environments. In addition, this topic will also include the underpinning technological infrastructure, i.e. tools and APIs, that supports function/capability sharing and reuse, and rapid development and deployment of technological solutions. The fourth category of topic will be dedicated to representative applications of activity recognition in intelligent environments, which address the life cycle of activity recognition and their use for novel functions of the end-user systems with comprehensive implementation, prototyping and evaluation. This will include a wide range of application scenarios, such as smart homes, intelligent conference venues and cars.

Author : K. Gal,A. Nowé,G.J. Nalepa
Publisher : IOS Press
Page : 3328 pages
File Size : 46,9 Mb
Release : 2023-10-18
Category : Computers
ISBN : 9781643684376

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ECAI 2023 by K. Gal,A. Nowé,G.J. Nalepa Pdf

Artificial intelligence, or AI, now affects the day-to-day life of almost everyone on the planet, and continues to be a perennial hot topic in the news. This book presents the proceedings of ECAI 2023, the 26th European Conference on Artificial Intelligence, and of PAIS 2023, the 12th Conference on Prestigious Applications of Intelligent Systems, held from 30 September to 4 October 2023 and on 3 October 2023 respectively in Kraków, Poland. Since 1974, ECAI has been the premier venue for presenting AI research in Europe, and this annual conference has become the place for researchers and practitioners of AI to discuss the latest trends and challenges in all subfields of AI, and to demonstrate innovative applications and uses of advanced AI technology. ECAI 2023 received 1896 submissions – a record number – of which 1691 were retained for review, ultimately resulting in an acceptance rate of 23%. The 390 papers included here, cover topics including machine learning, natural language processing, multi agent systems, and vision and knowledge representation and reasoning. PAIS 2023 received 17 submissions, of which 10 were accepted after a rigorous review process. Those 10 papers cover topics ranging from fostering better working environments, behavior modeling and citizen science to large language models and neuro-symbolic applications, and are also included here. Presenting a comprehensive overview of current research and developments in AI, the book will be of interest to all those working in the field.