posted by user: sunverma || 2831 views || tracked by 6 users: [display]

NeuRec@ICDM 2021 : 2nd International Workshop on Neural Recommender Systems @ ICDM-21


When Dec 7, 2021 - Dec 7, 2021
Where Auckland, New Zealand
Submission Deadline Sep 3, 2021
Notification Due Sep 24, 2021
Final Version Due Oct 1, 2021
Categories    recommender systems   explainable techniques   adversarial learning   multimodal systems

Call For Papers

Apologies for cross posting.

We are pleased to announce the call for papers of the 2nd NeuRec2021 workshop, in conjunction with the ICDM2021 conference. The deadline is **Sep 03, 2021**.

Please consider submitting your work to this venue. CFP below!

The 2nd NeuRec2021 Workshop on Advanced Neural Algorithms and Theories for Recommender Systems (NeuRec2021)

Submission Link: (forthcoming)

# Scope

The 2nd NeuRec Workshop on Advanced Neural Algorithms and Theories for Recommender Systems is a venue for developing and applying neural algorithms and theories for building intelligent recommender systems from both the application and theoretical perspectives.

# Topics of Interest

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 modelling and analysis for recommender systems
-Psychology-driven user modelling 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 modelling in recommender systems
-Visualization in recommender systems
-New evaluation metrics and methods for recommender systems

# Formatting Guidelines

The workshop solicits papers (max 8 pages plus 2 extra pages) for peer review. The format of the submissions must be in line with the ICDM submissions, namely double-column in IEEE conference format.

# Submission Dates

-September 3, 2021: Workshop papers submission
-September 24, 2021: Notification of workshop papers acceptance to authors
-October 1, 2021: Camera-ready deadline and copyright form
-December 7, 2021: Workshops date

Furthermore, as in previous years, papers that are not accepted by the main conference at ICDM will be automatically sent to the workshop selected by the authors in the submission system.

# Workshop Proceedings

All accepted workshop papers will be published in the dedicated ICDMW proceedings published by the IEEE Computer Society Press.

## Speakers

Prof. Dietmar Jannach, University of Klagenfurt, Austria
Prof. Guangdong Xu, University of Technology, Sydney, Australia.

The NeuRec2021 Committee.

Related Resources

ICDM 2024   24th Industrial Conference on Data Mining
FAccTRec 2024   7th FAccTRec Workshop on Responsible Recommendation
HealthRecSys 2024   The 6th Workshop on Health Recommender Systems co-located with ACM RecSys 2024
ICDM 2024   IEEE International Conference on Data Mining
KaRS 2024   Sixth Knowledge-aware and Conversational Recommender Systems Workshop (KaRS 2024)
ICMLA 2024   23rd International Conference on Machine Learning and Applications
SURE 2024   Workshop on Strategic and Utility-aware REcommendations (@RecSys2024)
BS LAB 2025   9th Business Systems Laboratory International Symposium TECHNOLOGY AND SOCIETY: Boon or Bane?
ASPLOS 2025   The ACM International Conference on Architectural Support for Programming Languages and Operating Systems
NCTA 2024   16th International Conference on Neural Computation Theory and Applications