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推薦系統領域大神Yehuda Koren的paper推薦

轉自http://somemory.com/myblog/?post=15

經大牛推薦這位Yahoo Research的大神的論文,我在網上搜了一下,放在附件供大家下載學習交流。

他也是Netflix Prize的冠軍隊成員,是推薦系統領域的大神級人物。

1、《Matrix Factorization Techniques For Recommender Systems》

2、《Factorization Meets the Neighborhood:a Multifaceted Collaborative Filtering Model》

3、《Adaptive Bootstrapping of Recommender Systems Using Decision Trees》

4、《Yahho!Music Recommendations:Modeling Music Ratings with Temporal Dynamics and Item Taxonomy》

5、《Lessons from the Netflix Prize Chanllenge》

6、《Collaborative Filtering with Temporal Dynamics》

7、《Performance of Recommender Algorithms on Top-N Recommendation Tasks》

8、《Factor in the Beighbors:Scalable and Accurate Collaborative Filtering》