Proceedings of the 2011 ACM Conference on Recommender Systems

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ACM Press
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Year
2011
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Place
ISBN
Series
RecSys - International Conference on Recommender Systems
DOI
Volume
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Description

The ACM Recommender System conference is the premier international forum for the presentation of new research results, systems and techniques in the broad field of recommender systems. Recommendation is a particular form of information filtering, that exploits past behaviours and user similarities to generate a list of information items that is personally tailored to an end-user's preferences

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Articles

Sundaresan, Neel (2011): Recommender systems at the long tail. In: Proceedings of the 2011 ACM Conference on Recommender Systems , 2011, . pp. 1-6. http://dx.doi.org/10.1145/2043932.2043934

Seko, Shunichi, Yagi, Takashi, Motegi, Manabu, Muto, Shinyo (2011): Group recommendation using feature space representing behavioral tendency and power balanc. In: Proceedings of the 2011 ACM Conference on Recommender Systems , 2011, . pp. 101-108. http://dx.doi.org/10.1145/2043932.2043953

Vargas, Saul, Castells, Pablo (2011): Rank and relevance in novelty and diversity metrics for recommender systems. In: Proceedings of the 2011 ACM Conference on Recommender Systems , 2011, . pp. 109-116. http://dx.doi.org/10.1145/2043932.2043955

Tunkelang, Daniel (2011): Recommendations as a conversation with the user. In: Proceedings of the 2011 ACM Conference on Recommender Systems , 2011, . pp. 11-12. http://dx.doi.org/10.1145/2043932.2043938

Koren, Yehuda, Sill, Joe (2011): OrdRec: an ordinal model for predicting personalized item rating distributions. In: Proceedings of the 2011 ACM Conference on Recommender Systems , 2011, . pp. 117-124. http://dx.doi.org/10.1145/2043932.2043956

Steck, Harald (2011): Item popularity and recommendation accuracy. In: Proceedings of the 2011 ACM Conference on Recommender Systems , 2011, . pp. 125-132. http://dx.doi.org/10.1145/2043932.2043957

Zhang, Liang, Agarwal, Deepak, Chen, Bee-Chung (2011): Generalizing matrix factorization through flexible regression priors. In: Proceedings of the 2011 ACM Conference on Recommender Systems , 2011, . pp. 13-20. http://dx.doi.org/10.1145/2043932.2043940

Ekstrand, Michael D., Ludwig, Michael, Konstan, Joseph A., Riedl, John T. (2011): Rethinking the recommender research ecosystem: reproducibility, openness, and LensKit. In: Proceedings of the 2011 ACM Conference on Recommender Systems , 2011, . pp. 133-140. http://dx.doi.org/10.1145/2043932.2043958

Knijnenburg, Bart P., Reijmer, Niels J. M., Willemsen, Martijn C. (2011): Each to his own: how different users call for different interaction methods in recommender. In: Proceedings of the 2011 ACM Conference on Recommender Systems , 2011, . pp. 141-148. http://dx.doi.org/10.1145/2043932.2043960

Sparling, E. Isaac, Sen, Shilad (2011): Rating: how difficult is it?. In: Proceedings of the 2011 ACM Conference on Recommender Systems , 2011, . pp. 149-156. http://dx.doi.org/10.1145/2043932.2043961

Pu, Pearl, Chen, Li, Hu, Rong (2011): A user-centric evaluation framework for recommender systems. In: Proceedings of the 2011 ACM Conference on Recommender Systems , 2011, . pp. 157-164. http://dx.doi.org/10.1145/2043932.2043962

Koenigstein, Noam, Dror, Gideon, Koren, Yehuda (2011): Yahoo! music recommendations: modeling music ratings with temporal dynamics and item taxon. In: Proceedings of the 2011 ACM Conference on Recommender Systems , 2011, . pp. 165-172. http://dx.doi.org/10.1145/2043932.2043964

Tayebi, Mohammad A., Jamali, Mohsen, Ester, Martin, Glässer, Uwe, Frank, Richard (2011): CrimeWalker: a recommendation model for suspect investigation. In: Proceedings of the 2011 ACM Conference on Recommender Systems , 2011, . pp. 173-180. http://dx.doi.org/10.1145/2043932.2043965

Guy, Ido, Ronen, Inbal, Raviv, Ariel (2011): Personalized activity streams: sifting through the "river of news. In: Proceedings of the 2011 ACM Conference on Recommender Systems , 2011, . pp. 181-188. http://dx.doi.org/10.1145/2043932.2043966

Makrehchi, Masoud (2011): Social link recommendation by learning hidden topics. In: Proceedings of the 2011 ACM Conference on Recommender Systems , 2011, . pp. 189-196. http://dx.doi.org/10.1145/2043932.2043968

Hu, Rong, Pu, Pearl (2011): Enhancing collaborative filtering systems with personality information. In: Proceedings of the 2011 ACM Conference on Recommender Systems , 2011, . pp. 197-204. http://dx.doi.org/10.1145/2043932.2043969

Anand, Sarabjot Singh, Griffiths, Nathan (2011): A market-based approach to address the new item problem. In: Proceedings of the 2011 ACM Conference on Recommender Systems , 2011, . pp. 205-212. http://dx.doi.org/10.1145/2043932.2043970

Barbieri, Nicola, Costa, Gianni, Manco, Giuseppe, Ortale, Riccardo (2011): Modeling item selection and relevance for accurate recommendations: a Bayesian approach. In: Proceedings of the 2011 ACM Conference on Recommender Systems , 2011, . pp. 21-28. http://dx.doi.org/10.1145/2043932.2043941

Lee, Kibeom, Lee, Kyogu (2011): My head is your tail: applying link analysis on long-tailed music listening behavior for m. In: Proceedings of the 2011 ACM Conference on Recommender Systems , 2011, . pp. 213-220. http://dx.doi.org/10.1145/2043932.2043971

Xin, Yu, Steck, Harald (2011): Multi-value probabilistic matrix factorization for IP-TV recommendations. In: Proceedings of the 2011 ACM Conference on Recommender Systems , 2011, . pp. 221-228. http://dx.doi.org/10.1145/2043932.2043972

Jojic, Oliver, Shukla, Manu, Bhosarekar, Niranjan (2011): A probabilistic definition of item similarity. In: Proceedings of the 2011 ACM Conference on Recommender Systems , 2011, . pp. 229-236. http://dx.doi.org/10.1145/2043932.2043973

Prawesh, Shankar, Padmanabhan, Balaji (2011): The "top N" news recommender: count distortion and manipulation resistance. In: Proceedings of the 2011 ACM Conference on Recommender Systems , 2011, . pp. 237-244. http://dx.doi.org/10.1145/2043932.2043974

Yuan, Quan, Chen, Li, Zhao, Shiwan (2011): Factorization vs. regularization: fusing heterogeneous social relationships in top-n recom. In: Proceedings of the 2011 ACM Conference on Recommender Systems , 2011, . pp. 245-252. http://dx.doi.org/10.1145/2043932.2043975

Braunhofer, Matthias, Kaminskas, Marius, Ricci, Francesco (2011): Recommending music for places of interest in a mobile travel guide. In: Proceedings of the 2011 ACM Conference on Recommender Systems , 2011, . pp. 253-256. http://dx.doi.org/10.1145/2043932.2043977

Yu, Le, Pan, Rong, Li, Zhangfeng (2011): Adaptive social similarities for recommender systems. In: Proceedings of the 2011 ACM Conference on Recommender Systems , 2011, . pp. 257-260. http://dx.doi.org/10.1145/2043932.2043978

Forbes, Peter, Zhu, Mu (2011): Content-boosted matrix factorization for recommender systems: experiments with recipe reco. In: Proceedings of the 2011 ACM Conference on Recommender Systems , 2011, . pp. 261-264. http://dx.doi.org/10.1145/2043932.2043979

Guzzi, Francesca, Ricci, Francesco, Burke, Robin (2011): Interactive multi-party critiquing for group recommendation. In: Proceedings of the 2011 ACM Conference on Recommender Systems , 2011, . pp. 265-268. http://dx.doi.org/10.1145/2043932.2043980

Woerndl, Wolfgang, Huebner, Johannes, Bader, Roland, Gallego-Vico, Daniel (2011): A model for proactivity in mobile, context-aware recommender systems. In: Proceedings of the 2011 ACM Conference on Recommender Systems , 2011, . pp. 273-276. http://dx.doi.org/10.1145/2043932.2043981

Daly, Elizabeth M., Geyer, Werner (2011): Effective event discovery: using location and social information for scoping event recomme. In: Proceedings of the 2011 ACM Conference on Recommender Systems , 2011, . pp. 277-280. http://dx.doi.org/10.1145/2043932.2043982

Ge, Yong, Xiong, Hui, Tuzhilin, Alexander, Liu, Qi (2011): Collaborative filtering with collective training. In: Proceedings of the 2011 ACM Conference on Recommender Systems , 2011, . pp. 281-284. http://dx.doi.org/10.1145/2043932.2043983

Katz, Gilad, Ofek, Nir, Shapira, Bracha, Rokach, Lior, Shani, Guy (2011): Using Wikipedia to boost collaborative filtering techniques. In: Proceedings of the 2011 ACM Conference on Recommender Systems , 2011, . pp. 285-288. http://dx.doi.org/10.1145/2043932.2043984

Wu, Zhiang, Cao, Jie, Mao, Bo, Wang, Youquan (2011): Semi-SAD: applying semi-supervised learning to shilling attack detection. In: Proceedings of the 2011 ACM Conference on Recommender Systems , 2011, . pp. 289-292. http://dx.doi.org/10.1145/2043932.2043985

Zhao, Yu, Feng, Xinping, Li, JianQiang, Liu, Bo (2011): Shared collaborative filtering. In: Proceedings of the 2011 ACM Conference on Recommender Systems , 2011, . pp. 29-36. http://dx.doi.org/10.1145/2043932.2043942

Lops, Pasquale, Gemmis, Marco de, Semeraro, Giovanni, Narducci, Fedelucio, Musto, Cataldo (2011): Leveraging the LinkedIn social network data for extracting content-based user profiles. In: Proceedings of the 2011 ACM Conference on Recommender Systems , 2011, . pp. 293-296. http://dx.doi.org/10.1145/2043932.2043986

Takács, Gábor, Pilászy, István, Tikk, Domonkos (2011): Applications of the conjugate gradient method for implicit feedback collaborative filterin. In: Proceedings of the 2011 ACM Conference on Recommender Systems , 2011, . pp. 297-300. http://dx.doi.org/10.1145/2043932.2043987

Baltrunas, Linas, Ludwig, Bernd, Ricci, Francesco (2011): Matrix factorization techniques for context aware recommendation. In: Proceedings of the 2011 ACM Conference on Recommender Systems , 2011, . pp. 301-304. http://dx.doi.org/10.1145/2043932.2043988

Gantner, Zeno, Rendle, Steffen, Freudenthaler, Christoph, Schmidt-Thieme, Lars (2011): MyMediaLite: a free recommender system library. In: Proceedings of the 2011 ACM Conference on Recommender Systems , 2011, . pp. 305-308. http://dx.doi.org/10.1145/2043932.2043989

Campos, Pedro G., Díez, Fernando, Sánchez-Montañés, Manuel (2011): Towards a more realistic evaluation: testing the ability to predict future tastes of matri. In: Proceedings of the 2011 ACM Conference on Recommender Systems , 2011, . pp. 309-312. http://dx.doi.org/10.1145/2043932.2043990

Karatzoglou, Alexandros (2011): Collaborative temporal order modeling. In: Proceedings of the 2011 ACM Conference on Recommender Systems , 2011, . pp. 313-316. http://dx.doi.org/10.1145/2043932.2043991

Li, Lei, Zheng, Li, Li, Tao (2011): LOGO: a long-short user interest integration in personalized news recommendation. In: Proceedings of the 2011 ACM Conference on Recommender Systems , 2011, . pp. 317-320. http://dx.doi.org/10.1145/2043932.2043992

Knijnenburg, Bart P., Willemsen, Martijn C., Kobsa, Alfred (2011): A pragmatic procedure to support the user-centric evaluation of recommender systems. In: Proceedings of the 2011 ACM Conference on Recommender Systems , 2011, . pp. 321-324. http://dx.doi.org/10.1145/2043932.2043993

Paparrizos, Ioannis, Cambazoglu, B. Barla, Gionis, Aristides (2011): Machine learned job recommendation. In: Proceedings of the 2011 ACM Conference on Recommender Systems , 2011, . pp. 325-328. http://dx.doi.org/10.1145/2043932.2043994

Wang, Jian, Sarwar, Badrul, Sundaresan, Neel (2011): Utilizing related products for post-purchase recommendation in e-commerce. In: Proceedings of the 2011 ACM Conference on Recommender Systems , 2011, . pp. 329-332. http://dx.doi.org/10.1145/2043932.2043995

Bellogín, Alejandro, Castells, Pablo, Cantador, Iván (2011): Precision-oriented evaluation of recommender systems: an algorithmic comparison. In: Proceedings of the 2011 ACM Conference on Recommender Systems , 2011, . pp. 333-336. http://dx.doi.org/10.1145/2043932.2043996

Bourke, Steven, McCarthy, Kevin, Smyth, Barry (2011): Power to the people: exploring neighbourhood formations in social recommender system. In: Proceedings of the 2011 ACM Conference on Recommender Systems , 2011, . pp. 337-340. http://dx.doi.org/10.1145/2043932.2043997

Pizzato, Luiz Augusto, Silvestrini, Cameron (2011): Stochastic matching and collaborative filtering to recommend people to people. In: Proceedings of the 2011 ACM Conference on Recommender Systems , 2011, . pp. 341-344. http://dx.doi.org/10.1145/2043932.2043998

Wu, Shanchan, Rand, William, Raschid, Louiqa (2011): Recommendations in social media for brand monitoring. In: Proceedings of the 2011 ACM Conference on Recommender Systems , 2011, . pp. 345-348. http://dx.doi.org/10.1145/2043932.2043999

Ekstrand, Michael D., Ludwig, Michael, Kolb, Jack, Riedl, John T. (2011): LensKit: a modular recommender framework. In: Proceedings of the 2011 ACM Conference on Recommender Systems , 2011, . pp. 349-350. http://dx.doi.org/10.1145/2043932.2044001

Sabin, Andrew T., Chan, Chun Liang (2011): myMicSound: an online sound-based microphone recommendation system. In: Proceedings of the 2011 ACM Conference on Recommender Systems , 2011, . pp. 351-352. http://dx.doi.org/10.1145/2043932.2044002

Dayan, Aviram, Katz, Guy, Biasdi, Naseem, Rokach, Lior, Shapira, Bracha, Aydin, Aykan, Schwaiger, Roland, Fishel, Radmila (2011): Recommenders benchmark framework. In: Proceedings of the 2011 ACM Conference on Recommender Systems , 2011, . pp. 353-354. http://dx.doi.org/10.1145/2043932.2044003

Faridani, Siamak (2011): Using canonical correlation analysis for generalized sentiment analysis, product recommend. In: Proceedings of the 2011 ACM Conference on Recommender Systems , 2011, . pp. 355-358. http://dx.doi.org/10.1145/2043932.2044005

Tschersich, Markus (2011): Design guidelines for mobile group recommender systems to handle inaccurate or missing loc. In: Proceedings of the 2011 ACM Conference on Recommender Systems , 2011, . pp. 359-362. http://dx.doi.org/10.1145/2043932.2044006

Chen, Yu (2011): Interface and interaction design for group and social recommender systems. In: Proceedings of the 2011 ACM Conference on Recommender Systems , 2011, . pp. 363-366. http://dx.doi.org/10.1145/2043932.2044007

Alam, Shafiq (2011): Intelligent web usage clustering based recommender system. In: Proceedings of the 2011 ACM Conference on Recommender Systems , 2011, . pp. 367-370. http://dx.doi.org/10.1145/2043932.2044008

Liu, Nathan N., Meng, Xiangrui, Liu, Chao, Yang, Qiang (2011): Wisdom of the better few: cold start recommendation via representative based rating elicit. In: Proceedings of the 2011 ACM Conference on Recommender Systems , 2011, . pp. 37-44. http://dx.doi.org/10.1145/2043932.2043943

Bellogín, Alejandro (2011): Predicting performance in recommender systems. In: Proceedings of the 2011 ACM Conference on Recommender Systems , 2011, . pp. 371-374. http://dx.doi.org/10.1145/2043932.2044009

Zhang, Jingjing (2011): Anchoring effects of recommender systems. In: Proceedings of the 2011 ACM Conference on Recommender Systems , 2011, . pp. 375-378. http://dx.doi.org/10.1145/2043932.2044010

Adomavicius, Gediminas, Baltrunas, Linas, Hussein, Tim, Ricci, Francesco, Tuzhilin, Alexander (2011): 3rd workshop on context-aware recommender systems (CARS 2011). In: Proceedings of the 2011 ACM Conference on Recommender Systems , 2011, . pp. 379-380. http://dx.doi.org/10.1145/2043932.2044012

Anglade, Amelie, Celma, Òscar, Fields, Ben, Lamere, Paul, McFee, Brian (2011): WOMRAD: 2nd workshop on music recommendation and discovery. In: Proceedings of the 2011 ACM Conference on Recommender Systems , 2011, . pp. 381-382. http://dx.doi.org/10.1145/2043932.2044013

Freyne, Jill, Anand, Sarabjot Singh, Guy, Ido, Hotho, Andreas (2011): 3rd workshop on recommender systems and the social web. In: Proceedings of the 2011 ACM Conference on Recommender Systems , 2011, . pp. 383-384. http://dx.doi.org/10.1145/2043932.2044014

Said, Alan, Berkovsky, Shlomo, Luca, Ernesto William De, Hermanns, Jannis (2011): Challenge on context-aware movie recommendation: CAMRa2011. In: Proceedings of the 2011 ACM Conference on Recommender Systems , 2011, . pp. 385-386. http://dx.doi.org/10.1145/2043932.2044015

Cantador, Iván, Brusilovsky, Peter, Kuflik, Tsvi (2011): Second workshop on information heterogeneity and fusion in recommender systems (HetRec2011. In: Proceedings of the 2011 ACM Conference on Recommender Systems , 2011, . pp. 387-388. http://dx.doi.org/10.1145/2043932.2044016

Felfernig, Alexander, Chen, Li, Mandl, Monika (2011): RecSys'11 workshop on human decision making in recommender systems. In: Proceedings of the 2011 ACM Conference on Recommender Systems , 2011, . pp. 389-390. http://dx.doi.org/10.1145/2043932.2044017

Lathia, Neal, Quercia, Daniele, Capra, Licia, Crowcroft, Jon (2011): RecSys'11 workshop outline PeMA 2011: personalization in mobile applications. In: Proceedings of the 2011 ACM Conference on Recommender Systems , 2011, . pp. 391-392. http://dx.doi.org/10.1145/2043932.2044018

Castells, Pablo, Wang, Jun, Lara, Rubén, Zhang, Dell (2011): Workshop on novelty and diversity in recommender systems -- DiveRS 2011. In: Proceedings of the 2011 ACM Conference on Recommender Systems , 2011, . pp. 393-394. http://dx.doi.org/10.1145/2043932.2044019

Willemsen, Martijn, Bollen, Dirk, Ekstrand, Michael (2011): UCERSTI 2: second workshop on user-centric evaluation of recommender systems and their int. In: Proceedings of the 2011 ACM Conference on Recommender Systems , 2011, . pp. 395-396. http://dx.doi.org/10.1145/2043932.2044020

Kim, Heung-Nam, Saddik, Abdulmotaleb El (2011): Personalized PageRank vectors for tag recommendations: inside FolkRank. In: Proceedings of the 2011 ACM Conference on Recommender Systems , 2011, . pp. 45-52. http://dx.doi.org/10.1145/2043932.2043945

Jamali, Mohsen, Huang, Tianle, Ester, Martin (2011): A generalized stochastic block model for recommendation in social rating networks. In: Proceedings of the 2011 ACM Conference on Recommender Systems , 2011, . pp. 53-60. http://dx.doi.org/10.1145/2043932.2043946

Symeonidis, Panagiotis, Tiakas, Eleftherios, Manolopoulos, Yannis (2011): Product recommendation and rating prediction based on multi-modal social networks. In: Proceedings of the 2011 ACM Conference on Recommender Systems , 2011, . pp. 61-68. http://dx.doi.org/10.1145/2043932.2043947

Isaacman, Sibren, Ioannidis, Stratis, Chaintreau, Augustin, Martonosi, Margaret (2011): Distributed rating prediction in user generated content streams. In: Proceedings of the 2011 ACM Conference on Recommender Systems , 2011, . pp. 69-76. http://dx.doi.org/10.1145/2043932.2043948

Celma, Òscar, Lamere, Paul (2011): Music recommendation and discovery revisited. In: Proceedings of the 2011 ACM Conference on Recommender Systems , 2011, . pp. 7-8. http://dx.doi.org/10.1145/2043932.2043936

Liu, Liwei, Mehandjiev, Nikolay, Xu, Dong-Ling (2011): Multi-criteria service recommendation based on user criteria preferences. In: Proceedings of the 2011 ACM Conference on Recommender Systems , 2011, . pp. 77-84. http://dx.doi.org/10.1145/2043932.2043950

Gorgoglione, Michele, Panniello, Umberto, Tuzhilin, Alexander (2011): The effect of context-aware recommendations on customer purchasing behavior and trust. In: Proceedings of the 2011 ACM Conference on Recommender Systems , 2011, . pp. 85-92. http://dx.doi.org/10.1145/2043932.2043951

Hurley, Neil J. (2011): Robustness of recommender systems. In: Proceedings of the 2011 ACM Conference on Recommender Systems , 2011, . pp. 9-10. http://dx.doi.org/10.1145/2043932.2043937

Lee, SangKeun, Song, Sang-il, Kahng, Minsuk, Lee, Dongjoo, Lee, Sang-goo (2011): Random walk based entity ranking on graph for multidimensional recommendation. In: Proceedings of the 2011 ACM Conference on Recommender Systems , 2011, . pp. 93-100. http://dx.doi.org/10.1145/2043932.2043952