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» Replicable Evaluation of Recommender Systems
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127
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I3E
2008
234views Business» more  I3E 2008»
15 years 3 months ago
Development of Recommender Systems Using User Preference Tendencies: An Algorithm for Diversifying Recommendation
Abstract. Many e-commerce sites use a recommendation system to filter the specific information that a user wants out of an overload of information. Currently, the usefulness of the...
Yuki Ogawa, Hirohiko Suwa, Hitoshi Yamamoto, Isamu...
91
Voted
RECSYS
2010
ACM
15 years 2 months ago
Beyond accuracy: evaluating recommender systems by coverage and serendipity
When we evaluate the quality of recommender systems (RS), most approaches only focus on the predictive accuracy of these systems. Recent works suggest that beyond accuracy there i...
Mouzhi Ge, Carla Delgado-Battenfeld, Dietmar Janna...
210
Voted
ICIA
2007
15 years 4 months ago
Effectiveness of Mobile Recommender Systems for Tourist Destinations: A User Evaluation
Mobile recommender systems have the potential to substantially enrich tourist experiences. As their handling marks a big challenge for ordinary users, its acceptance can only be e...
Marko Modsching, Ronny Kramer, Klaus ten Hagen, Ul...
113
Voted
ENTER
2008
Springer
15 years 3 months ago
Evaluating Recommender Systems in Tourism - A Case Study from Austria
Recommender systems (RS) are employed to personalize user interaction with (e.g. tourism) web-sites, supporting both navigation through large service assortments and the configura...
Markus Zanker, Matthias Fuchs, Wolfram Höpken...
104
Voted
RECSYS
2010
ACM
15 years 2 months ago
Workshop on user-centric evaluation of recommender systems and their interfaces
In this paper, we aim to analyse the current level of usability on ten popular online websites utilising some kind of reputation system. The conducted heuristic and expert evaluat...
Bart P. Knijnenburg, Lars Schmidt-Thieme, Dirk G. ...