posted by user: gitars || 3230 views || tracked by 5 users: [display]

PAIR 2010 : AAAI Workshop: Plan, Activity, and Intent Recognition (PAIR) 2010


When Jul 11, 2010 - Jul 12, 2010
Where Atlanta, GA
Submission Deadline Apr 9, 2010
Notification Due Apr 30, 2010
Final Version Due May 7, 2010
Categories    activity recognition   artificial intelligence   machine learning   user modeling

Call For Papers

Plan recognition, activity recognition, and intent recognition all involve making inferences about other actors from observations of their behavior, i.e., their interaction with the environment and with each other. The observed actors may be software agents, robots, or humans. This synergistic area of research combines and unifies techniques from user modeling, machine vision, 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
* behavior recognition
* coordination in robots and software agents
* e-commerce and collaborative filtering

This diversity of applications and disciplines, while producing a wealth of ideas and results, has contributed to fragmentation in the field, as researchers publish relevant results in a wide spectrum of journals and conferences.

This workshop seeks to bring together researchers and practitioners from diverse backgrounds, to share in ideas and recent results. It aims to identify important research directions and opportunities for synthesis and unification. Contributions are sought in the following areas of research:

* Plan, activity, intent, or behavior recognition
* Adversarial planning, opponent modeling
* Modeling multiple agents, modeling teams
* User modeling on the web and in intelligent user interfaces
* Acquaintance models
* Plan recognition and user modeling in marketplaces and e-commerce
* Intelligent tutoring systems (ITS)
* Machine learning for plan recognition and user modeling
* Personal software assistants
* Social network learning and analysis
* Monitoring agent conversations (overhearing)
* Observation-based coordination and collaboration (teamwork)
* Multi-agent plan recognition
* Observation-based failure detection
* Monitoring multi-agent interactions
* Uncertainty reasoning for plan recognition
* Commercial applications of user modeling and plan recognition
* Representations for agent modeling
* Modeling social interactions
* Inferring emotional states
* Reverse engineering and program recognition
* Programming by demonstration
* Imitation

Due to the diversity of disciplines engaging in this area, related contributions in other fields, are also welcome.

Related Resources

AAAI 2022   The Thirty-Sixth AAAI Conference on Artificial Intelligence
JCRAI 2022-Ei Compendex & Scopus 2022   2022 International Joint Conference on Robotics and Artificial Intelligence (JCRAI 2022)
AAAI-MAKE 2022   AAAI 2022 Spring Symposium on Machine Learning and Knowledge Engineering for Hybrid Intelligence
MLDM 2022   18th International Conference on Machine Learning and Data Mining
ICML 2022   39th International Conference on Machine Learning
IEEE COINS 2022   IEEE COINS 2022: Hybrid (3 days on-site | 2 days virtual)
SI: Adaptive HAR in smart spaces 2022   Special issue : Adaptive Human Activity and Behaviour Recognition Models for Context Awareness in Intelligent Environments
ICPRS 2022   12th International Conference on Pattern Recognition Systems
FAIML 2022   2022 International Conference on Frontiers of Artificial Intelligence and Machine Learning (FAIML 2022)
FL-AAAI 2022   International Workshop on Trustable, Verifiable and Auditable Federated Learning in Conjunction with AAAI 2022