Beyond Personalization 2005

A Workshop on the Next Stage of Recommender Systems Research

January 9, 2005

In conjunction with the 2005 International Conference on Intelligent User Interfaces (IUI 2005)

San Diego, California
January 9-12, 2005

Topic and Goals

Paper Submission

Call For Papers (text)

Important Dates

Accepted Contributions

Workshop Schedule


Accepted Contributions

There are two types of contributions accepted for this workshop: full papers and position statements. The complete proceedings of the workshop is available for download as a large pdf file. In addition, there is also a zip file available containing all of the papers as individual pdf files.

A summary of the results of this workshop is also available for download.

Full Papers

Crossing the Rubicon for An Intelligent Advisor [pdf]
Razvan Andonie, J. Edward Russo, Rishi Dean

Explaining Recommendations: Satisfaction vs. Promotion [pdf]
Mustafa Bilgic, Raymond J. Mooney

Identifying Attack Models for Secure Recommendation [pdf]
Robin Burke, Bamshad Mobasher, Roman Zabicki, Runa Bhaumik

User-Specific Decision-Theoretic Accuracy Metrics for Collaborative Filtering [pdf]
Giuseppe Carenini

Off-Topic Recommendations [pdf]
Elyon DeKoven

Item-Triggered Recommendation for Identifying Potential Customers of Cold Sellers in Supermarkets [pdf]
Han-Shen Huang, Koung-Lung Lin, Jane Yung-jen Hsu, Chun-Nan Hsu

The Good, Bad and the Indifferent: Explorations in Recommender System Health [pdf]
Benjamin J. Keller, Sun-mi Kim, N. Srinivas Vemuri, Naren Ramakrishnan, Saverio Perugini

Impacts of Contextualized Communication of Privacy Practices and Personalization Benefits on Purchase Behavior and Perceived Quality of Recommendation [pdf]
Alfred Kobsa, Max Teltzrow

InterestMap: Harvesting Social Network Profiles for Recommendations [pdf]
Hugo Liu, Pattie Maes

What Affects Printing Options? - Toward Personalization & Recommendation System for Printing Devices [pdf]
Masashi Nakatomi, Soichiro Iga, Makoto Shinnishi, Tetsuro Nagatsuka, Atsuo Shimada

P2P-based PVR Recommendation using Friends, Taste Buddies and Superpeers [pdf]
Johan Pouwelse, Michiel van Slobbe, Jun Wang, Henk Sips

DynamicLens: A Dynamic User-Interface for A Meta-Recommendation System [pdf]
J. Ben Schafer

Modeling a Dialogue Strategy for Personalized Movie Recommendations [pdf]
Pontus Wärnestål

Behavior-based Recommender Systems for Web Content [pdf]
Tingshao Zhu, Russ Greiner, Gerald Häubl, Bob Price, Kevin Jewell


Position Statements Who do trust? Combining Recommender Systems and Social Networking for Better Advice [pdf]
Philip Bonhard

Recommender Systems Research at Yahoo! Research Labs [pdf]
Dennis Decoste, David Gleich, Tejaswi Kasturi, Sathiya Keerthi, Omid Madani, Seung-Taek Park, David M. Pennock, Corey Porter, Sumit Sanghai, Farial Shahnaz, Leonid Zhukov

A Multi-agent Smart User Model for Cross-domain Recommender Systems [pdf]
Gustavo González, Beatriz López, Josep Lluís de la Rosa

Personalized Product Recommendations and Consumer Purchase Decisions [pdf]
Gerald Häubl, Kyle B. Murray

Toward a Personal Recommender System [pdf]
Bradley N. Miller

Beyond Idiot Savants: Recommendations and Common Sense [pdf]
Michael J. Pazzani

Towards More Personalized Navigation in Mobile Three-dimensional Virtual Environments [pdf]
Teija Vainio

Issues of Applying Collaborative Filtering Recommendations in Information Retrieval [pdf]
Xiangmin Zhang


Please note that Adobe Viewer is required to read some of the documents available from this website. Adobe Viewer is a free download made available from Adobe Systems, Inc.