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CARS 2011 : 3rd International Workshop on Context-Aware Recommender Systems


When Oct 23, 2011 - Oct 23, 2011
Where Chicago, IL, USA
Submission Deadline Jul 25, 2011
Notification Due Aug 19, 2011
Final Version Due Sep 12, 2011
Categories    recommender systems   context-awareness   information retrieval   modeling

Call For Papers


(In conjunction with the 4th ACM Conference on Recommender Systems)
October 23, 2011 - Chicago, USA


This workshop builds upon the success of the previous two Workshops on
Context-Aware Recommender Systems held in New York in October 2009, and
Barcelona September 2010, which brought together an international group of
researchers to explore the importance and use of contextual information in
recommender systems as well as to discuss new research directions.

The importance of contextual information has been recognized by researchers
and practitioners in many disciplines, including e-commerce personalization,
information retrieval, ubiquitous and mobile computing, data mining,
marketing, and management. While a substantial amount of research has
already been performed in the area of recommender systems, the vast majority
of existing approaches focuses on recommending the most relevant items to
users and does not take into account any additional contextual information,
such as time, location, weather, or the company of other people. Therefore,
this workshop aims to bring together researchers with wide-ranging
backgrounds to identify important research questions, to exchange ideas from
different research disciplines, and, more generally, to facilitate
discussion and innovation in the area of   context-aware recommender systems
(CARS).   In particular, topics of interest for this workshop include (but
are not limited to):

-- Context modeling techniques for recommender systems;
-- Context-aware user modeling for recommender systems;
-- Data sets for context-dependent recommendations;
-- Algorithms for detecting the relevance of contextual data;
-- Algorithms for incorporating contextual information into recommendation process;
-- Algorithms for building explicit dependencies between contextual features and ratings;
-- Interacting with context-aware recommender systems;
-- Novel applications for context-aware recommender systems;
-- Mobile context-aware recommender systems;
-- Context-aware group recommendations;
-- Large-scale context-aware recommender systems;
-- Evaluation of context-aware recommender systems.

In case the main topic of the paper is a challenging dataset for
context-aware recommender systems, the author(s) should describe the data
model and the main features of this dataset, and make the dataset available
for the research community.

The length of submissions is 5 pages in the standard ACM SIG proceedings
format.  Microsoft Word and LaTeX templates for papers in ACM SIG format are
provided at:

All submissions must be in English and the files should be in PDF format.
Paper submissions and reviews will be handled electronically; each paper
will be evaluated by the workshop program committee based on originality,
significance, technical soundness, and clarity.  All papers must be
submitted through the CARS-2011 page on the EasyChair conference management
site (

The accepted papers will be made available on the workshop website and on
CEUR Workshop proceedings (to confirm). Authors will present their work in
front of the workshop audience.
The workshop will NOT request the copyright transfer from the authors;
therefore, after receiving feedback at the workshop, the authors will be
able to submit the improved versions of their papers to conferences and
journals (the workshop organizers are currently exploring the possibilities
to organize a special issue on this topic in some research journal).

Deadline for paper submission: July 25, 2011
Notification of acceptance: August 19, 2011
Final versions due: September 12, 2011


Gediminas Adomavicius, University of Minnesota, USA
Linas Baltrunas, Free University of Bozen-Bolzano, Italy
Francesco Ricci, Free University of Bozen-Bolzano, Italy
Alexander Tuzhilin, New York University, USA


Tim Hussein, University of Duisburg-Essen, Germany


Xavier Amatriain, Telefonica Research, Spain
Sarabjot Anand, University of Warwick, United Kingdom
Hideki Asoh, Intelligent Systems Research Institute, Japan
Shlomo Berkovsky, CSIRO, Australia
Pablo Castells, Universidad Autononoma de Madrid, Spain
Ernesto William De Luca, TU Berlin, Germany
Zeno Gantner, University of Hildesheim, Germany
Michele Gorgoglione, Politecnico di Bari, Italy
Alexandros Karatzoglou, Telefonica Research, Spain
Antonio Krueger, DFKI GmbH, Germany
Bamshad Mobasher, DePaul University, USA
Kenta Oku, Ritsumeikan University, Japan
Kurt Partridge, Palo Alto Research Center, USA
Alan Said, TU Berlin, Germany
Barry Smyth, University College Dublin, Ireland

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