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» A User Model for Information Erasure
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IEEEVAST
2010
14 years 6 months ago
Geo-historical context support for information foraging and sensemaking: Conceptual model, implementation, and assessment
Information foraging and sensemaking with heterogeneous information are context-dependent activities. Thus visual analytics tools to support these activities must incorporate cont...
Brian M. Tomaszewski, Alan M. MacEachren
ISMIR
2005
Springer
151views Music» more  ISMIR 2005»
15 years 4 months ago
"The Pain, the Pain": Modelling Music Information Behavior and the Songs We Hate
The paper presents a grounded theory analysis of 395 user responses to the survey question, “What is the worst song ever?” Important factors uncovered include: lyric quality, ...
Sally Jo Cunningham, J. Stephen Downie, David Bain...
SDM
2012
SIAM
294views Data Mining» more  SDM 2012»
13 years 1 months ago
Kernelized Probabilistic Matrix Factorization: Exploiting Graphs and Side Information
We propose a new matrix completion algorithm— Kernelized Probabilistic Matrix Factorization (KPMF), which effectively incorporates external side information into the matrix fac...
Tinghui Zhou, Hanhuai Shan, Arindam Banerjee, Guil...
MIR
2004
ACM
143views Multimedia» more  MIR 2004»
15 years 4 months ago
A graphical user interface for a fine-art painting image retrieval system
For describing and analyzing digital images of paintings we propose a model to serve as the basis for an interactive image retrieval system. The model defines two types of feature...
Thomas E. Lombardi, Sung-Hyuk Cha, Charles C. Tapp...
SDM
2010
SIAM
217views Data Mining» more  SDM 2010»
14 years 9 months ago
Collaborative Filtering: Weighted Nonnegative Matrix Factorization Incorporating User and Item Graphs
Collaborative filtering is an important topic in data mining and has been widely used in recommendation system. In this paper, we proposed a unified model for collaborative fil...
Quanquan Gu, Jie Zhou, Chris H. Q. Ding