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» Providing Justifications in Recommender Systems
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SIGIR
2011
ACM
12 years 10 months ago
Functional matrix factorizations for cold-start recommendation
A key challenge in recommender system research is how to effectively profile new users, a problem generally known as cold-start recommendation. Recently the idea of progressivel...
Ke Zhou, Shuang-Hong Yang, Hongyuan Zha
TJS
2010
72views more  TJS 2010»
13 years 6 months ago
u-BabSang: a context-aware food recommendation system
In this paper, we propose a context-aware food recommendation system for well-being care applications. The proposed system, called u-BabSang, provides individualized food recommend...
Yoosoo Oh, Ahyoung Choi, Woontack Woo
SIGDIAL
2010
13 years 5 months ago
Utilizing Review Summarization in a Spoken Recommendation System
In this paper we present a framework for spoken recommendation systems. To provide reliable recommendations to users, we incorporate a review summarization technique which extract...
Jingjing Liu, Stephanie Seneff, Victor Zue
ATAL
2004
Springer
14 years 1 months ago
A Protocol for a Distributed Recommender System
We present a domain model and protocol for the exchange of recommendations by selfish agents without the aid of any centralized control. Our model captures a subset of the realiti...
José M. Vidal
CMMR
2004
Springer
110views Music» more  CMMR 2004»
14 years 1 months ago
A Self-Organizing Map Based Knowledge Discovery for Music Recommendation Systems
Abstract. In this paper, we present an approach for musical artist recommendation based on Self-Organizing Maps (SOMs) of artist reviews from Amazon web site. The Amazon reviews fo...
Shankar Vembu, Stephan Baumann