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AAAI
2012
11 years 11 months ago
Transfer Learning in Collaborative Filtering with Uncertain Ratings
To solve the sparsity problem in collaborative filtering, researchers have introduced transfer learning as a viable approach to make use of auxiliary data. Most previous transfer...
Weike Pan, Evan Wei Xiang, Qiang Yang
KDD
2012
ACM
217views Data Mining» more  KDD 2012»
11 years 11 months ago
Cross-domain collaboration recommendation
Interdisciplinary collaborations have generated huge impact to society. However, it is often hard for researchers to establish such cross-domain collaborations. What are the patte...
Jie Tang, Sen Wu, Jimeng Sun, Hang Su
IV
2003
IEEE
200views Visualization» more  IV 2003»
14 years 2 months ago
Artist As Researcher, Understanding The Tools
The paper begins with a response to the nature of contemporary artists relationships to how computers have permeated the fine art domain and how they affect the creative process. ...
Theresa Gartland-Jones
CANDC
2007
ACM
14 years 1 months ago
Constrain yourselves: exploring end user development in support for musical creativity
This research explores links between constraint development in creative processes and end user development in environments for creative tasks. A process model describing the devel...
Tim Coughlan, Peter Johnson
CSCW
2006
ACM
14 years 3 months ago
Don't look stupid: avoiding pitfalls when recommending research papers
If recommenders are to help people be more productive, they need to support a wide variety of real-world information seeking tasks, such as those found when seeking research paper...
Sean M. McNee, Nishikant Kapoor, Joseph A. Konstan