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ECWEB
2009
Springer
119views ECommerce» more  ECWEB 2009»
13 years 9 months ago
Designing a Metamodel-Based Recommender System
Current recommender systems have to cope with a certain reservation because they are considered to be hard to maintain and to give rather schematic advice. This paper presents an a...
Sven Radde, Bettina Zach, Burkhard Freitag
ECWEB
2009
Springer
204views ECommerce» more  ECWEB 2009»
13 years 11 months ago
Computational Complexity Reduction for Factorization-Based Collaborative Filtering Algorithms
Abstract. Alternating least squares (ALS) is a powerful matrix factorization (MF) algorithm for both implicit and explicit feedback based recommender systems. We show that by using...
István Pilászy, Domonkos Tikk
ECWEB
2009
Springer
112views ECommerce» more  ECWEB 2009»
13 years 11 months ago
Towards Privacy Compliant and Anytime Recommender Systems
Abstract. Recommendation technologies have traditionally been used in domains such as E-commerce and Web navigation to recommend resources to customers so as to help them to get th...
Armelle Brun, Anne Boyer

Publication
104views
14 years 1 months ago
Finding My Needle in the Haystack: Effective Personalized Re-ranking of Search Results in Prospector
Abstract. This paper provides an overview of Prospector, a personalized Internet meta-search engine, which utilizes a combination of ontological information, ratings-based models o...
Florian König, Lex van Velsen, Alexandros Par...
ECWEB
2009
Springer
130views ECommerce» more  ECWEB 2009»
13 years 11 months ago
Perspectives for Web Service Intermediaries: How Influence on Quality Makes the Difference
Abstract. In the service-oriented computing paradigm and the Web service architecture, the broker role is a key facilitator to leverage technical capabilities of loose coupling to ...
Ulrich Scholten, Robin Fischer, Christian Zirpins