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Jong Seo Lee

Recommender System for Audio Recordings

A New Approach Devised for Recommendation of Audio Recording Items

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Nowadays the largest E-commerce or E-service websites offer millions of products for sale. A Recommender system is defined as software used by such websites for recommending product items to users according to the users' tastes. In this project, we develop a recommender system for a private multimedia web service company. In particular, we devise three recommendation engines using different data filtering methods - named weighted-average, K-nearest neighbors, and item-based - which are based on collaborative filtering techniques, which work by recording user preferences on items and by anticipating the future likes and dislikes of users by co… Mehr

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Produktdetails


Weitere Autoren: Dekhtyar, Alexander
  • ISBN: 978-3-8465-1936-3
  • EAN: 9783846519363
  • Produktnummer: 37621288
  • Verlag: LAP Lambert Academic Publishing
  • Sprache: Englisch
  • Erscheinungsjahr: 2011
  • Seitenangabe: 84 S.
  • Masse: H22.0 cm x B15.0 cm x D0.5 cm 143 g
  • Abbildungen: Paperback
  • Gewicht: 143

Über den Autor


Jong Seo Lee is a software engineer in San Francisco Bay Area, USA. He graduated Cal Poly - San Luis Obispo with computer science Master's degree. His interest includes software engineering, DBMS, machine learning, data filtering and manipulation, and information systems.

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