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WEBDB
2009
Springer
159views Database» more  WEBDB 2009»
15 years 4 months ago
Beyond the Stars: Improving Rating Predictions using Review Text Content
Online reviews are an important asset for users deciding to buy a product, see a movie, or go to a restaurant, as well as for businesses tracking user feedback. However, most revi...
Gayatree Ganu, Noemie Elhadad, Amélie Maria...
RE
2009
Springer
15 years 2 months ago
Improving the Exchange of Requirements and Specifications between Business Partners
Increasingly complex supplier-relationships dominate product development, independent of industries and products. Mostly the primary source of risks and later problems is insuffic...
Manuel Reis Monteiro, Christof Ebert, Matthias Rec...
CHI
2004
ACM
15 years 10 months ago
User profiling
A number of global trends have a large influence on the way we use technology in our life and work, like: ? increasing connectivity and connected devices (any time, any place, any...
Johan Schuurmans, Boris E. R. de Ruyter, Harry van...
ICDM
2007
IEEE
147views Data Mining» more  ICDM 2007»
15 years 4 months ago
Scalable Collaborative Filtering with Jointly Derived Neighborhood Interpolation Weights
Recommender systems based on collaborative filtering predict user preferences for products or services by learning past user-item relationships. A predominant approach to collabo...
Robert M. Bell, Yehuda Koren
KDD
2003
ACM
149views Data Mining» more  KDD 2003»
15 years 10 months ago
Knowledge-based data mining
We describe techniques for combining two types of knowledge systems: expert and machine learning. Both the expert system and the learning system represent information by logical d...
Søren Damgaard, Sholom M. Weiss, Shubir Kap...