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IP 2015 : IJCAI 2015 Workshop in INTELLIGENT PERSONALIZATION (IP'2015)

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Link: http://ls13-www.cs.uni-dortmund.de/homepage/ip2015/index.shtml
 
When Jul 25, 2015 - Jul 27, 2015
Where Buenos Aires - Argentina
Submission Deadline Apr 27, 2015
Notification Due May 20, 2015
Final Version Due May 30, 2015
Categories    artificial intelligence   machine learning
 

Call For Papers

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CALL FOR PAPERS

IJCAI 2015 Workshop in INTELLIGENT PERSONALIZATION (IP'2015)

Joint Workshop on Constraints and Preferences for Configuration and Recommendation (CPCR) /
Intelligent Techniques for Web Personalization (ITWP)

Held in conjunction with IJCAI 2015, 25-27 July 2015, Buenos Aires, Argentina

http://ls13-www.cs.uni-dortmund.de/homepage/ip2015/index.shtml

Submission Deadline: April 27, 2015
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WORKSHOP GOALS
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Finding the information or product that matches your needs and preferences on the Web can be challenging. Modern search engines can help in many situations, but they are based on one-shot query interactions and limited with respect to their personalization capabilities. Recommender Systems (RS) have proved to be helpful tools for various information seeking and filtering tasks and are nowadays ubiquitous on the Web. The most prominent classes of such systems are based on the detection of preference patterns in larger user communities (collaborative filtering) or on the automatic construction of content-based preference profiles for individual users (content-based filtering).

For some application domains in e-commerce, relying on such pattern or model learning approaches alone can be insufficient because explicit and detailed short term interest or preference profiles are required to determine the most suitable product. This is for example the case when (a) the products themselves are configurable and can be tailored to the specific needs of a user or (b) the selection of the right product is based on user-specified explicit constraints, e.g., when purchasing a digital camera or smartphone. Going beyond collaborative and content-based techniques, such knowledge-based approaches therefore often require more complex user interfaces which support interactive preference elicitation or explanations as well as explicitly encoded domain knowledge.

The aim of the workshop is to bring together researchers and practitioners that are working on topics related to the use of Artificial Intelligence techniques in the areas of recommendation systems, electronic commerce, personalized web tools, and interactive configurator systems. We are specifically interested in contributions which aim to combine explicit preference and constraint models with machine learning techniques.


TOPICS OF INTEREST
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We invite original contributions in a variety of areas related to Recommendation, Configuration and Web Personalization:

* Preference Elicitation and User Modeling: Interactive Elicitation, Explicit and Implicit Feedback, Social/Semantic Web Mining for Personalization, Preference Learning, Collaborative and Content-based Filtering

* User Interaction: Conversational Approaches, Explanations, Constraint Relaxation, Context-Aware Approaches, Personalized Information Filtering

* Knowledge Representation and Reasoning: Constraint Programming, Preference Handling, Machine Learning, Satisfiability Testing, Logic-based Approaches, Developing, Testing and Debugging of Knowledge Bases

* Evaluation Methodology, Metrics, and Case Studies; Implementation Architectures

Keywords:
* Recommender Systems
* Product Configuration and Mass Customization
* Constraint Reasoning
* Preference Handling and Preference Learning
* Web Personalization


PAPER SUBMISSION AND PARTICIPATION
===================
Papers must be formatted according to the IJCAI 2015 style guide (http://ijcai-15.org/downloads/FormattingGuidelinesIJCAI-15.zip) and submitted electronically as PDF through EasyChair at this URL: https://easychair.org/conferences/?conf=ip2015.

We solicit the following types of papers as well as research demos
* Long Papers (usually 6 pages + references, extra pages are possible) present original research work.
* Short Papers (4 pages) report on work in progress or describe demo systems.
* Research Highlights (1 page): Research highlights summarize relevant manuscripts which have recently been accepted for publication or appeared within the last 6 months in a peer-reviewed journal or which are currently under review.
* Position Papers (1 page): Discuss open challenges or present early-stage research ideas.

The workshop proceedings will be archived as citable proceedings with a permanent URL, e.g., using CEUR-WS.


IMPORTANT DATES
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* 27 April: Paper submission deadline
* 20 May: Author notification
* 30 May: Camera-ready versions due
* 25/26 or 27 July: Workshop held


WORKSHOP ORGANIZERS
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Dietmar Jannach, Department of Computer Science, TU Dortmund, Germany
dietmar.jannach@tu-dortmund.de

Jerome Mengin, IRIT, University of Toulouse, France
Jerome.Mengin@irit.fr

Bamshad Mobasher, School of Computer Science, DePaul University, Chicago, USA
mobasher@cs.depaul.edu

Andrea Passerini, University of Trento, Italy
passerini@disi.unitn.it

Paolo Viappiani, CNRS and University Pierre and Marie Curie, France
paolo.viappiani@lip6.fr

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IUI 2017   Intelligent User Interfaces
IROS 2017   IEEE/RSJ International Conference on Intelligent Robots and Systems
UMAP 2017   25th Conference on User Modeling, Adaptation and Personalization
ECML-PKDD 2017   European Conference on Machine Learning and Principles and Practice of Knowledge Discovery
SMAP 2017   12th International Workshop on Semantic and Social Media Adaptation and Personalization
ISIS 2017   The 18th International Symposium on Advanced Intelligent Systems (ISIS2017)
SoMePeAS 2017   ECIR 2017 Workshop on “Social Media for Personalization And Search”