posted by user: nmattei || 705 views || tracked by 1 users: [display]

EXPLORE 2017 : EXPLORE 2017 @ AAMAS 2017: The 4th Workshop on Exploring Beyond the Worst Case in Computational Social Choice

FacebookTwitterLinkedInGoogle

Link: http://www.explore-2017.preflib.org/
 
When May 8, 2017 - May 8, 2017
Where São Paulo, Brazil
Submission Deadline Feb 7, 2017
Notification Due Mar 2, 2017
Categories    computational social choice   artificial intelligence   multiagent systems   resource allocation
 

Call For Papers

CFP: EXPLORE 2017 @ AAMAS 2017: The 4th Workshop on Exploring Beyond the Worst Case in Computational Social Choice

To be held at the 16th Conference for Autonomous Agents and Multi-Agent Systems, AAMAS 2017.
May 8th or 9th, 2017
São Paulo, Brazil

http://www.explore-2017.preflib.org/

Computational Social Choice (ComSoc) lies at the intersection of computer science, economics, social choice, and political science. Many, often disjoint, groups of researchers both outside and within computer science study group decision making and preference aggregation. The computer science view of social choice focuses, broadly, on computational aspects of social choice and importing ideas from social choice into computer science. While the surge of research in this area has created dramatic benefits in the areas of market matchings, recommendation systems, and preference aggregation, much of the ComSoc community is focused on worst case assumptions.

As ComSoc evolves there is a growing need to relax or revise some of the more common assumptions in the field: worst case complexity, complete information, and overly-restricted domains, among others. This means going beyond traditional algorithmic and complexity results and providing a more nuanced look, using real data, parameterized algorithms, and human and agent experimentation to provide a fresh and impactful view of group decision making. This goes hand in hand with highlighting the practical applications of much of the theoretical research — as much of the most impactful work in ComSoc does. It also involves looking at more complex preference aggregation settings that help model real world requirements.

We encourage research related to:
* Algorithms and analysis
* Empirical Studies
* Average case analysis
* Identification of tractable sub-cases
* Fixed parameter complexity analysis
* Benchmarking and analysis from the preference handling and recommendation systems
* Matchings under preferences
* Auction and market design in the real world
* Crowd-sourcing and other real-world data aggregation domains
* Ethical decision making (with applicative bent)

Many of these tools, techniques, and studies are concentrated in a particular sub-field and researchers in other areas of ComSoc and related communities may be keen to import some of the tools and techniques developed in other areas.

The workshop is currently scheduled for a full day. We plan for the program to include an invited talk from a local researcher and possibly a short tutorial.

Important Dates
-------------------------------
Paper Submission Deadline: February 7, 2017
Author Notification: March 2, 2017
Conference and Workshop: May 8 or 9, 2017

Submission Instructions
-------------------------------
Submissions will be handled by EasyChair, the site is available at https://easychair.org/conferences/?conf=explore2017

Papers should be in AAMAS format, allowing 8 pages of text plus 1 page for references.

Organization Committee
-------------------------------
Haris Aziz, Data61 and UNSW
John P. Dickerson, University of Maryland
Omer Lev, University of Toronto
Nicholas Mattei, IBM Research

Travel and Attendance Information
-----------------------------------
The workshop will be held in conjunction with AAMAS 2017 in São Paulo, Brazil. Please see the AAMAS website for more information regarding registration, travel, and accommodations:
http://www.aamas2017.org

We hope to see you there.
--Haris, John, Omer, and Nick.

Related Resources

IJCAI 2017   International Joint Conference on Artificial Intelligence
EXPLORE 2016   EXPLORE 2016 @ AAMAS 2016: The 3rd Workshop on Exploring Beyond the Worst Case in Computational Social Choice
IROS 2017   IEEE/RSJ International Conference on Intelligent Robots and Systems
AAMAS 2016   International Conference on Autonomous Agents and Multiagent Systems
ISMIS 2017   23rd International Symposium on Methodologies for Intelligent Systems
AAMAS 2017   International Conference on Autonomous Agents and Multiagent Systems
ICONIP 2017   International Conference on Neural Information Processing
WEB 2017   The Fifth International Conference on Building and Exploring Web Based Environments
ICINCO 2017   International Conference on Informatics in Control, Automation and Robotics
BDAS 2017   13th (IEEE technically co-sponsored) International Conference Beyond Databases, Architectures and Structures