ADT 2015 : Algorithmic Decision Theory
Conference Series : Algorithmic Decision Theory
Call For Papers
Call for Papers
4th International Conference on Algorithmic Decision Theory
September 27-30 Sept
(co-located with LPNMR 2015)
ADT is a multi-disciplinary forum focused on algorithmic issues in Decision Theory. The three first International Conference on Algorithmic Decision Theory (ADT 2009, 2011, 2013) brought together researchers and practitioners from diverse areas of computer science, economics, and operations research from around the globe, with proceedings published by Springer in LNAI. ADT 2015 will continue this tradition and invites technical research papers on the following areas:
Algorithmic Challenges to Modern Decision Support and Automation
Uncertainty and Robustness in Decision Making
Multi-Criteria Decision Analysis and Optimization
Collective Decision Making
Preferences in Reasoning and Decision Making
Decision Theoretic Artificial Intelligence
Learning and Knowledge Extraction for Decision Support
Topics include: Preference Modeling and Aggregation; Multiobjective Optimization; Planning and Sequential Decision Making under uncertainty; Robustness in Decision Making; Computational Social Choice; Compact Representation of Preferences; Preference Elicitation, Queries in Data Bases; Universal Languages for Preferences; Efficient Algorithms for Decision Making and Support; Multi-Agent Systems; Algorithmic Game Theory; Communication Complexity; Argumentation and Explanation in Decision Support; Preferences and Policies Learning; Knowledge Extraction; Algorithm Tuning; Recommender Systems; Decision Support Systems.
The submissions can be proposed for oral presentation only or for both oral presentation and proceedings. The proceedings of ADT 2015 will be published by Springer Verlag in the Lecture Notes in Artificial Intelligence series (LNCS/LNAI).
Two types of submissions are possible:
Submissions for proceedings: Submissions are invited on significant, original, and previously unpublished research on all aspects of Algorithmic Decision Theory. Papers must be at most 15 pages long in the LNCS format without references. Such submissions must be submitted anonymously via the Easychair system.
Submissions without proceedings: These will not appear in the proceedings and can be submitted or published elsewhere. Papers must again be at most 15 pages long in the LNCS format without references. Such submissions must be submitted via the Easychair system but do not need to be anonymous.
Abstracts due: Apr 19th
Full papers due: Apr 24th
Notification: Jun 8th
Camera ready due: Jun 22nd