PAIR-19: AAAI-19 Workshop on Plan Activity and Intent Recognition AAAI-19 Honolulu, HI, United States, January 27-28, 2019 |
Conference website | http://www.planrec.org/PAIR/Resources.html |
Submission link | https://easychair.org/conferences/?conf=pair19 |
Abstract registration deadline | November 11, 2018 |
Submission deadline | November 11, 2018 |
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, 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, behavior recognition, coordination in robots and software agents, and more.
This workshop seeks to bring together researchers and practitioners from diverse backgrounds, to share ideas and recent results. It aims to identify important research directions, opportunities for synthesis and unification of representations and algorithms for recognition.
Contributions are sought in the following areas:
-Algorithms for plan, activity, intent, or behavior recognition
-Machine learning and uncertain reasoning for plan recognition and user modeling
-Hybrid probabilistic and logical approach to plan and intent recognition
-Modeling users and intents on the web and in intelligent user interface
-Modeling users and intents in speech and natural language dialogue
-High-level activity and event recognition in video
-Algorithms for intelligent proactive assistance
-Modeling multiple agents, modeling teams and collaboration teamwork
-Modeling social interactions and social network analysis
-Adversarial planning, opponent modeling
-Intelligent tutoring systems (ITS)
-Programming by demonstration
-Cognitive models of intent recognition
-Inferring emotional states
Related contributions in other fields, are also welcome.
This year's workshop will be centered around the past and future of PAIR. This will include an introspection of previous approaches and a group discussion about the future directions and vision for the community.
Submission Guidelines
All papers must be original. If a work was submitted to the main conference as well, it should be written in the title.
We welcome submissions describing either relevant work or proposals for discussion topics that will be of interest to the workshop. Submissions are accepted in PDF format only, using the AAAI-19 formatting guidelines.
Submissions may have up to 8 pages with page 8 containing nothing but references. The last page of final papers may contain text other than references, but all references in the submitted paper should appear in the final version, unless superseded
Papers must be in trouble-free, high-resolution PDF format, formatted for US Letter (8.5" x 11") paper, using Type 1 or TrueType fonts.
Submissions are anonymous, and must conform to the AAAI-19 instructions for double-blind review. Questions about submissions can be emailed to sarah.e.keren@gmail.com
Submission Link : https://easychair.org/conferences/?conf=pair19
Workshop Chairs
- Primary contact :
Sarah Keren, sarah.e.keren@gmail.com or skeren@seas.harvard.edu
Harvard University
- Reuth Mirsky, dekelr@post.bgu.ac.il
Department of Software & Information Systems Engineering
Ben-Gurion University
- Christopher Geib, cgeib@sift.net
SIFT LLC
Contact
All questions about submissions should be emailed to Sarah Keren sarah.e.keren@gmail.com