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The Application of Book Intelligent Recommendation Based on the Association Rule Mining of Clementine
- Source :
- Journal of Software Engineering and Applications. :30-33
- Publication Year :
- 2013
- Publisher :
- Scientific Research Publishing, Inc., 2013.
-
Abstract
- The traditional library can’t provide the service of personalized recommendation for users. This paper used Clementine to solve this problem. Firstly, model of K-means clustering analyze the initial data to delete the redundant data. It can avoid scanning the database repeatedly and producing a large number of false rules. Secondly, the paper used clustering results to perform association rule mining. It can obtain valuable information and achieve the service of intelligent recommendation.
Details
- ISSN :
- 19453124 and 19453116
- Database :
- OpenAIRE
- Journal :
- Journal of Software Engineering and Applications
- Accession number :
- edsair.doi...........fdc86bba216acabe5a04691b1935c59c
- Full Text :
- https://doi.org/10.4236/jsea.2013.67b006