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» On bootstrapping recommender systems
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AH
2004
Springer
14 years 1 months ago
On the Dynamic Generation of Compound Critiques in Conversational Recommender Systems
Conversational recommender systems help to guide users through a product-space towards a particular product that meets their specific requirements. During the course of a “conve...
Kevin McCarthy, James Reilly, Lorraine McGinty, Ba...
ICCBR
2010
Springer
13 years 7 months ago
Experience-Based Critiquing: Reusing Critiquing Experiences to Improve Conversational Recommendation
Product recommendation systems are now a key part of many e-commerce services and have proven to be a successful way to help users navigate complex product spaces. In this paper, w...
Kevin McCarthy, Yasser Salem, Barry Smyth
RECSYS
2009
ACM
14 years 3 months ago
Getting recommender systems to think outside the box
We examine the case of over-specialization in recommender systems, which results from returning items that are too similar to those previously rated by the user. We propose Outsid...
Zeinab Abbassi, Sihem Amer-Yahia, Laks V. S. Laksh...
WWW
2007
ACM
14 years 9 months ago
Modeling user behavior in recommender systems based on maximum entropy
We propose a model for user purchase behavior in online stores that provide recommendation services. We model the purchase probability given recommendations for each user based on...
Tomoharu Iwata, Kazumi Saito, Takeshi Yamada
RECOMB
2008
Springer
14 years 8 months ago
Bootstrapping the Interactome: Unsupervised Identification of Protein Complexes in Yeast
Protein interactions and complexes are major components of biological systems. Recent genome-wide applications of tandem affinity purification (TAP) in yeast have increased signifi...
Caroline C. Friedel, Jan Krumsiek, Ralf Zimmer