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Thu, 19 May 2016 16:25:06 +0200
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=================================================================
Call for papers:
Joint Workshop on Interfaces and Human Decision Making for Recommender
Systems
IntRS'16: https://intrs16.wordpress.com/


Held in conjunction with the ACM Conference on Recommender Systems (RecSys
2016)
15-19 September 2016, Boston, USA.

Submission deadline: June 24, 2016
Submission site: https://easychair.org/conferences/?conf=intrs16
=================================================================

As an interactive intelligent system, recommender systems are developed to
suggest items that match users’ preferences. Since the emergence of
recommender systems, a large majority of research has focused on objective
accuracy criteria and less attention has been paid to how users interact
with the system and the efficacy of interface designs from users’
perspectives. The field has reached a point where it ready to look beyond
algorithms, into users’ interactions, decision making processes and overall
experience.

This workshop focuses on integrating different theories of human decision
making into the construction of recommender systems. This year it will focus
particularly on the impact of interfaces on decision support and overall
satisfaction.

The aim is to bring together researchers and practitioners around the topics
of designing and evaluating novel intelligent interfaces for recommender
systems in order to: (1) share research and techniques, including new design
technologies and evaluation methodologies (2) identify next key challenges
in the area, and (3) identify emerging topics. This workshop aims at
creating an interdisciplinary community with a focus on the interface design
issues for recommender systems and promoting collaboration opportunities
between researchers and practitioners. We particularly encourage demos and
mock-ups of systems to be used as a basis of a lively and interactive
discussion in the workshop.


=================================================================
Topics of interests include, but are not limited to:
=================================================================

User Interfaces

* Visual interfaces for recommender systems
* Explanation interfaces for recommender systems.
* Collaborative multi-user interfaces (e.g., group decision making in
e-tourism)
* Spoken and natural language interfaces
* Trust-aware interfaces
* Social interfaces
* Context-aware interfaces
* Ubiquitous and mobile interfaces
* Conversational interfaces
* Example- and demonstration-based interfaces
* New approaches to designing interfaces for recommender systems
* User interfaces for decision making (e.g., decision strategies and user
ratings)

Interaction, user modeling and decision-making

* Cognitive Modeling for recommender systems
* Human-recommender interaction
* Controllability, transparency and scrutability
* Decision theories in recommender systems (e.g., priming, framing, and
decoy effects)
* Detection and avoidance of decision biases (e.g., in item presentations)
* Preference detection (e.g., eye tracking for automated preference
detection)
* The role of emotions in recommender systems (e.g., emotion-aware
recommendation)
* Trust inspiring recommendation (e.g., explanation-aware recommendation)
* Argumentation and Persuasive recommendation (e.g., argumentation-aware
recommendation)
* Cultural differences (e.g., culture-aware recommendation)
* Mechanisms for effective group decision making (e.g., group recommendation
heuristics)
* Decision theories for effective group decision making (e.g., hidden
profile management)
* Voting Advice Applications


Evaluation

* Case studies
* Benchmarking platforms
* Empirical studies and evaluations of new interfaces
* Empirical studies and evaluations of new interaction designs
* Evaluation methods and metrics (e.g., evaluation questionnaire design)


=================================================================
Submissions
=================================================================

We encourage two kinds of submissions which address novel interface issues
in recommender systems:

- Short papers. The maximum length is 4 pages in the standard ACM SIG
proceedings format.
- Long papers. The maximum length is 8 pages in the standard ACM SIG
proceedings format.

Submission site: https://easychair.org/conferences/?conf=intrs16

Submitted papers will be evaluated according to their originality, technical
content, style, clarity, and relevance to the workshop. 
For short papers we will encourage alternative modes of presentation such as
demos, playing out of scenarios, mockups, and alternate media such as video.

Demonstration sessions will provide the opportunity to show innovative
interface designs for recommender systems.

Each paper will be reviewed by at least 3 independent referees. Accepted
papers will published in workshop proceedings on the CEUR-WS.org site.
Note that at least one author of each accepted paper needs to register and
attend the workshop.

=======================
Program committee (tbc)
=======================

Robin Burke, DePaul University
Li Chen, Hong Kong Baptist University
Jaegul Choo, Korea University
Marco de Gemmis, University of Bari “Aldo Moro”
Gerhard Friedrich, Alpen-Adria-Universitaet Klagenfurt 
Franca Garzotto, Poltechnic University of Milan 
Mouzhi Ge, Universitaet der Bundeswehr Munich 
Sergiu Gordea, AIT 
Dietmar Jannach, TU Dortmund 
Aigul Kaskina, University of Fribourg 
Fedelucio Narducci, University of Bari “Aldo Moro”
Denis Parra, Pontificia Universidad Catolica de Chile 
Francesco Ricci, Free University of Bozen-Bolzano 
Christin Seifert, University of Passau 
Luis Terán, University of Fribourg 
Juha Tiihonen, University of Helsinki 
Marko Tkalcic, Free University of Bolzano 
Christoph Trattner, KMI, TU-Graz 
Katrien Verbert, KU Leuven 
Markus Zanker, Alpen-Adria-Universität Klagenfurt

======================
Organizers
======================

Peter Brusilovsky - [log in to unmask]
School of Information Sciences, University of Pittsburgh, USA

Alexander Felfernig - [log in to unmask] Institute for
Software Technology, Graz University of Technology, Austria

Pasquale Lops - [log in to unmask]
Dept. of Computer Science, University of Bari “Aldo Moro”, Italy

John O’Donovan - [log in to unmask]
Dept. of Computer Science, University of California, Santa Barbara

Giovanni Semeraro - [log in to unmask] Dept. of Computer Science,
University of Bari “Aldo Moro”, Italy

Nava Tintarev - [log in to unmask]
Dept. of Computer Science, University Of Aberdeen, UK

Martijn C. Willemsen – [log in to unmask] Eindhoven University of
Technology, The Netherlands



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