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NeuRec 2020 : ICDM Workshop on Recommender Systems

Sorrento, Italy
Event Date: Nov 17, 2020 - Nov 17, 2020
Submission Deadline: Aug 24, 2020
Notification of Acceptance: Sep 17, 2020
Camera Ready Version Due : Sep 24, 2020

About

The Workshop on Advanced Neural Algorithms and Theories for Recommender Systems (NeuRec) will be co-located with ICDM 2020 to be held on November 17-20, 2020, Sorrento, Italy. This workshop provides a more focused, in-depth venue for presentations, discussions and interactions on the area of data mining, machine learning, artificial intelligence and recommender systems.

Call For Paper

The workshop invites submissions on all topics of neural algorithms and theories for recommender systems, including but not limited to:
-Deep neural model for recommender systems
-Shallow neural model for recommender systems
-Neural theories particularly for recommender systems
-Theoretical analysis of neural models for recommender systems
-Theoretical analysis for recommender systems
-Data characteristics and complexity analysis in recommender systems
-Non-IID (non-independent and identical distribution) theories and practices for recommender systems
-Auto ML for recommender systems
-Privacy issues in recommender systems
-Recommendations on small data sets
-Complex behaviour modeling and analysis for recommender systems
-Psychology-driven user modeling for recommender systems
-Brain-inspired neural models for recommender systems
-Explainable recommender systems
-Adversarial recommender systems
-Multimodal recommender systems
-Rich-context recommender systems
-Heterogeneous relation modeling in recommender systems
-Visualization in recommender systems
-New evaluation metrics and methods for recommender systems

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