Clustering Technique for Collaborative Filtering Recommendation and Application to Venue Recommendation
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![Agenda ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]](https://image.slidesharecdn.com/i-know2010pham-110725033918-phpapp01/75/clustering-technique-for-collaborative-filtering-recommendation-and-application-to-venue-recommendation-2-2048.jpg?cb=1668206477)
![Introduction ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]](https://image.slidesharecdn.com/i-know2010pham-110725033918-phpapp01/75/clustering-technique-for-collaborative-filtering-recommendation-and-application-to-venue-recommendation-3-2048.jpg?cb=1668206477)
![Clustering and Collaborative Filtering Cluster 2 Cluster 1 item-based CF User clustering Item clustering item-based CF item-based CF ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],x x x x x x x x x x x x x x x x x x x x x x x x x x x x x x x x x x x x x x x x x x x x x x x x](https://image.slidesharecdn.com/i-know2010pham-110725033918-phpapp01/75/clustering-technique-for-collaborative-filtering-recommendation-and-application-to-venue-recommendation-4-2048.jpg?cb=1668206477)
![Evaluation: Venue Recommendation ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]](https://image.slidesharecdn.com/i-know2010pham-110725033918-phpapp01/75/clustering-technique-for-collaborative-filtering-recommendation-and-application-to-venue-recommendation-5-2048.jpg?cb=1668206477)
![Data Sets ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]](https://image.slidesharecdn.com/i-know2010pham-110725033918-phpapp01/75/clustering-technique-for-collaborative-filtering-recommendation-and-application-to-venue-recommendation-6-2048.jpg?cb=1668206477)
![User-based CF: Author Clustering ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]](https://image.slidesharecdn.com/i-know2010pham-110725033918-phpapp01/75/clustering-technique-for-collaborative-filtering-recommendation-and-application-to-venue-recommendation-7-2048.jpg?cb=1668206477)
![User-based CF: Performance ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]](https://image.slidesharecdn.com/i-know2010pham-110725033918-phpapp01/75/clustering-technique-for-collaborative-filtering-recommendation-and-application-to-venue-recommendation-8-2048.jpg?cb=1668206477)
![Item-based CF: Venue Network Creation and Clustering ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]](https://image.slidesharecdn.com/i-know2010pham-110725033918-phpapp01/75/clustering-technique-for-collaborative-filtering-recommendation-and-application-to-venue-recommendation-9-2048.jpg?cb=1668206477)
![Conclusions and Future Research ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]](https://image.slidesharecdn.com/i-know2010pham-110725033918-phpapp01/75/clustering-technique-for-collaborative-filtering-recommendation-and-application-to-venue-recommendation-14-2048.jpg?cb=1668206477)
Clustering Technique for Collaborative Filtering Recommendation and Application to Venue Recommendation
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Clustering Technique for Collaborative Filtering Recommendation and Application to Venue Recommendation
- 1. Clustering Techniques for Collaborative Filtering and the Application to Venue Recommendation Manh Cuong Pham , Yiwei Cao, Ralf Klamma Information Systems and Database Technology RWTH Aachen, Germany Graz , Austria, September 01, 2010 I-KNOW 2010
- 10. Knowledge Network: the Visualization
- 12. Interdisciplinary Venues: Top Betweenness Centrality
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Editor's Notes
- Pham Manh Cuong