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Sp. Issue on Personalization 2008 : Special Issue on Intelligent Techniques for Personalization and Recommendation

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Link: http://users.exa.unicen.edu.ar/~dgodoy/cfp-ijaip.html
 
When Sep 22, 2008 - Sep 22, 2008
Where N/A
Submission Deadline Sep 22, 2008
Notification Due Oct 15, 2008
Categories    personalization   recommender systems   user profiling   data mining
 

Call For Papers

CALL FOR PAPERS

Special Issue on Intelligent Techniques for Personalization and Recommendation

International Journal of Advanced Intelligence Paradigms (IJAIP)

http://users.exa.unicen.edu.ar/~dgodoy/cfp-ijaip.html

Aims & Scope

In recent years, personalization and recommendation technologies have emerged as a means to help users to cope with the problem of information overload caused by the explosive growth of resources available through on-line sources. Examples include adaptive systems, which adapt their behavior to the user preferences and needs, and recommender systems that predict the relevance of diverse items (e.g., movies, travels, products, etc.) according to the user interests. Efficient intelligent techniques are needed to mine data gathered from user behavior for actionable knowledge allowing to enhance user experience. Intelligent techniques to be applied in personalization and recommendation must address important challenges arising from both the technological and the human perspective, which require the involvement of multiple research fields such as user modeling, machine learning, intelligent information retrieval, data and text mining, statistics, computational intelligence, human-computer interaction and intelligent software agents.

The aim of this issue is to bring together researchers and practitioners working on personalization and recommendation technologies based on intelligent techniques to share their insights, research achievements and experiences in the development of real-world applications.


Subject Coverage

The guest editor welcomes the submission of original papers addressing the specification and application of intelligent techniques to personalization and recommendation in diverse domains.

Topics of particular interest include (without being limited to):

- Machine learning techniques for personalization
- Data and text mining for personalization
- Web usage, content, and structure mining for personalization
- User profiling in adaptive systems
- Collaborative and content-based algorithms for recommendation
- Group modeling and community discovery algorithms
- Methodologies for evaluation of recommender and adaptive systems
- Human-computer interaction aspects of personalization
- Conversation recommender systems
- Explanation in recommender systems
- Social modeling and social networking for recommendation
- Security and privacy aspects of personalization and recommendation
- Trust management and reputation in recommender systems
- Interface agents, personal assistants and multi-agent systems for recommendation
- Novel recommendation techniques and algorithms for Web and Web 2.0
- Innovative applications of personalization and recommendation technologies

Notes for Prospective Authors

Submitted papers should not have been previously published nor be currently under consideration for publication elsewhere.

All papers are refereed through a peer review process. A guide for authors, sample copies and other relevant information for submitting papers are available on the Submission of Papers page. (http://www.inderscience.com/papers)

Important Dates

Title and abstract submission (optional): as soon as possible
Manuscript submission deadline: September 15th, 2008
Notification of acceptance: October 15th, 2008
Final version deadline: October 30th, 2008

Editors and Notes

You may send one copy in the form of a MS Word or PDF file attached to an e-mail to the following address:

Dra. Daniela Godoy
ISISTAN Research Institute
UNICEN University
Tandil, Bs. As., Argentina
E-mail: dgodoy@exa.unicen.edu.ar

Please include in your submission the subject line: "IJAIP Special Issue Submission".

Related Resources

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MLDM 2018   14th International Conference on Machine Learning and Data Mining MLDM 2018
UMAP 2018   User Modeling, Adaptation, and Personalization
ICDM 2018   18th Industrial Conference on Data Mining ICDM 2018
IRJ-SI 2018   Information Retrieval Journal - Special Issue on “Social Media for Personalization and Search”
AIAI 2018   14th Artificial Intelligence Applications and Innovations 2018
PERSONALDATA-UMUAI 2018   Special Issue on Harnessing personal tracking data for personalization and sense-making at User Modeling and User-Adapted Interaction Journal (UMUAI)
ICME 2018   IEEE International Conference on Multimedia and Expo
SoAPS 2018   ECIR Workshop on Social Aspects in Personalization and Search
UMAP 2017   25th Conference on User Modeling, Adaptation and Personalization