Sciweavers

520 search results - page 31 / 104
» Language Models of Collaborative Filtering
Sort
View
ICML
2003
IEEE
14 years 8 months ago
Weighted Low-Rank Approximations
We study the common problem of approximating a target matrix with a matrix of lower rank. We provide a simple and efficient (EM) algorithm for solving weighted low-rank approximat...
Nathan Srebro, Tommi Jaakkola
DEBU
2008
186views more  DEBU 2008»
13 years 8 months ago
A Survey of Collaborative Recommendation and the Robustness of Model-Based Algorithms
The open nature of collaborative recommender systems allows attackers who inject biased profile data to have a significant impact on the recommendations produced. Standard memory-...
Jeff J. Sandvig, Bamshad Mobasher, Robin D. Burke
WWW
2006
ACM
14 years 8 months ago
Detecting nepotistic links by language model disagreement
In this short note we demonstrate the applicability of hyperlink downweighting by means of language model disagreement. The method filters out hyperlinks with no relevance to the ...
András A. Benczúr, István B&i...
CSCW
2004
ACM
14 years 1 months ago
Collaborative modeling: hiding UML and promoting data examples in NEMo
Domain experts are essential for successful software development, but these experts may not recognize their ideas when abstracted into Unified Modeling Language (UML) or ontologie...
Patricia K. Schank, Lawrence Hamel
BPM
2007
Springer
329views Business» more  BPM 2007»
14 years 2 months ago
Collaborative e-Business Process Modelling: Transforming Private EPC to Public BPMN Business Process Models
Abstract. Introducing process orientation to overcome the functionaloriented organizational structure was the main concern within enterprises during the last decade to improve proc...
Volker Hoyer, Eva Bucherer, Florian Schnabel