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REC 2019 : Special Session on Recommender Systems (ICCCI 2019 special session)


When Sep 4, 2019 - Sep 6, 2019
Where Hendaye, France
Submission Deadline Mar 15, 2019
Notification Due Apr 15, 2019
Final Version Due May 1, 2019
Categories    recommender systems   artificial intelligence   machine learning

Call For Papers

REC 2019 Special Session offers an opportunity to gather research scientific works related in the area of recommender systems.

The Special Section focuses on all aspects of recommender systems, including applications ranging from e-commerce to social networking, and a wide variety of technologies ranging from collaborative filtering to neural networks. We welcome new research on recommendation technologies about the underlying algorithms and systems as well as the human and economic impact of these systems.

The goal of this special session is to bring together researchers from different fields of expertise, lead to a better understanding between them, and to promote interaction in this area.

Topics of interest for REC 2019 include but are not limited to:

* Algorithm scalability, performance, and implementations
* Bias, bubbles and ethics of recommender systems
* Case studies of real-world implementations
* Context-aware recommender systems
* Conversational recommender systems
* Cross-domain recommendation
* Economic models and consequences of recommender systems
* Evaluation metrics and studies
* Explanations and evidence
* Interfaces for recommender systems
*Novel machine learning approaches to recommendation algorithms (neural networks, deep learning, reinforcement learning, etc.)
* Preference elicitation
* Privacy and Security
* Recommender systems applications
* Reproducibility in recommender systems research
* Recommendations in social networks

All contributions should be original and not published elsewhere or intended to be published during the review period. Authors are invited to submit their papers electronically in pdf format, through EasyChair. All the special sessions are centralized as tracks in the same conference management system as the regular papers. Therefore, to submit a paper please activate the following link and select the track: REC 2019: Special Session on Recommender Systems.
Authors are invited to submit original previously unpublished research papers written in English, of up to 10 pages, strictly following the LNCS/LNAI format guidelines. Authors can download the Latex (recommended) or Word templates available at Springer's web site. Submissions not following the format guidelines will be rejected without review. To ensure high quality, all papers will be thoroughly reviewed by the REC 2019 Program Committee. All accepted papers must be presented by one of the authors who must register for the conference and pay the fee. The conference proceedings will be published by Springer in the prestigious series LNCS/LNAI (indexed by ISI CPCI-S, included in ISI Web of Science, EI, ACM Digital Library, dblp, Google Scholar, Scopus, etc.).

Related Resources

RecSys 2019   13th ACM Conference on Recommender Systems
ICMLA 2019   18th IEEE International Conference on Machine Learning and Applications
FAIML 2019   2019 International Conference on Frontiers of Artificial Intelligence and Machine Learning (FAIML 2019)
RecNLP 2019   The AAAI 2019 Workshop on Recommender Systems and Natural Language Processing
NIPS 2019   Thirty-third Conference on Neural Information Processing Systems
UMAP 2019   User Modeling, Adaptation, and Personalization
IEEE ICDM 2019   ICDM 2019: The 19th IEEE International Conference on Data Mining
SDM 2019   MLRec 2019 : 5th International Workshop on Machine Learning Methods for Recommender Systems
NTIJ 2019   Nanoscience and Technology: An International Journal
RSBD on ICDE 2019   ICDE'19 Workshop on Recommender Systems with Big Data