Volume 18: Proceedings of KDD Cup 2011, 21 August 2011,
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Editors:
Gideon Dror,
Yehuda Koren,
Markus Weimer
[bib][citeproc]
Introduction
The Yahoo! Music Dataset and KDD-Cup’11
Gideon Dror,
Noam Koenigstein,
Yehuda Koren,
Markus Weimer
;
PMLR 18:3-18
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Track 1
A Linear Ensemble of Individual and Blended Models for Music Rating Prediction
Po-Lung Chen,
Chen-Tse Tsai,
Yao-Nan Chen,
Ku-Chun Chou,
Chun-Liang Li,
Cheng-Hao Tsai,
Kuan-Wei Wu,
Yu-Cheng Chou,
Chung-Yi Li,
Wei-Shih Lin,
Shu-Hao Yu,
Rong-Bing Chiu,
Chieh-Yen Lin,
Chien-Chih Wang,
Po-Wei Wang,
Wei-Lun Su,
Chen-Hung Wu,
Tsung-Ting Kuo,
Todd G. McKenzie,
Ya-Hsuan Chang,
Chun-Sung Ferng,
Chia-Mau Ni,
Hsuan-Tien Lin,
Chih-Jen Lin,
Shou-De Lin
;
PMLR 18:21-60
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Collaborative Filtering Ensemble
Michael Jahrer,
Andreas Töscher
;
PMLR 18:61-74
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Rating Prediction with Informative Ensemble of Multi-Resolution Dynamic Models
Zhao Zheng,
Tianqi Chen,
Nathan Liu,
Qiang Yang,
Yong Yu
;
PMLR 18:75-97
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Track 2
Novel Models and Ensemble Techniques to Discriminate Favorite Items from Unrated Ones for Personalized Music Recommendation
Todd G. McKenzie,
Chun-Sung Ferng,
Yao-Nan Chen,
Chun-Liang Li,
Cheng-Hao Tsai,
Kuan-Wei Wu,
Ya-Hsuan Chang,
Chung-Yi Li,
Wei-Shih Lin,
Shu-Hao Yu,
Chieh-Yen Lin,
Po-Wei Wang,
Chia-Mau Ni,
Wei-Lun Su,
Tsung-Ting Kuo,
Chen-Tse Tsai,
Po-Lung Chen,
Rong-Bing Chiu,
Ku-Chun Chou,
Yu-Cheng Chou,
Chien-Chih Wang,
Chen-Hung Wu,
Hsuan-Tien Lin,
Chih-Jen Lin,
Shou-De Lin
;
PMLR 18:101-135
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Hybrid Recommendation Models for Binary User Preference Prediction Problem
Siwei Lai,
Yang Liu,
Huxiang Gu,
Liheng Xu,
Kang Liu,
Shiming Xiang,
Jun Zhao,
Rui Diao,
Liang Xiang,
Hang Li,
Dong Wang
;
PMLR 18:137-151
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Collaborative Filtering Ensemble for Ranking
Michael Jahrer,
Andreas Töscher
;
PMLR 18:153-167
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Taxonomy-Informed Latent Factor Models for Implicit Feedback
Andriy Mnih
;
PMLR 18:169-181
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Feature Engineering in User’s Music Preference Prediction
Jianjun Xie,
Scott Leishman,
Liang Tian,
David Lisuk,
Seongjoon Koo,
Matthias Blume
;
PMLR 18:183-197
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Combining Predictors for Recommending Music:the False Positives’ approach to KDD Cup track 2
Suhrid Balakrishnan,
Rensheng Wang,
Carlos Scheidegger,
Angus MacLellan,
Yifan Hu,
Aaron Archer,
Shankar Krishnan,
David Applegate,
Guang Qin Ma,
S. Tom Au
;
PMLR 18:199-213
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Committee Based Prediction System for Recommendation: KDD Cup 2011, Track2
Hang Zhang,
Eric Riedl,
Valery Petrushin,
Siddharth Pal,
Jacob Spoelstra
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PMLR 18:215-229
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Personalized Ranking for Non-Uniformly Sampled Items
Zeno Gantner,
Lucas Drumond,
Christoph Freudenthaler,
Lars Schmidt-Thieme
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PMLR 18:231-247
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The Love-Hate Square Counting Method for Recommender Systems
Joseph S. Kong,
Kyle Teague,
Justin Kessler
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PMLR 18:249-261
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