Proceedings of the 2011 ACM Conference on Recommender Systems

Part of: RecSys - International Conference on Recommender Systems

Conference Details

Year: 2011
Publisher: ACM Press

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

Other Years in Series

Other proceedings in the RecSys - International Conference on Recommender Systems series

2007 2008 2009 2010 2012

Articles

Publications included in this conference proceedings

Sundaresan, Neel (2011): Recommender systems at the long tail. In: Proceedings of the 2011 ACM Conference on Recommender Systems , 2011, . pp. 1-6. https://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. https://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. https://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. https://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. https://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. https://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. https://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. https://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. https://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. https://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. https://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. https://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. https://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. https://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. https://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. https://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. https://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. https://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. https://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. https://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. https://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. https://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. https://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. https://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. https://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. https://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. https://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. https://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. https://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. https://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. https://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. https://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. https://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. https://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. https://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. https://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. https://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. https://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. https://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. https://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. https://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. https://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. https://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. https://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. https://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. https://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. https://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. https://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. https://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. https://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. https://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. https://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. https://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. https://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. https://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. https://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. https://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. https://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. https://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. https://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. https://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. https://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. https://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. https://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. https://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. https://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. https://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. https://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. https://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. https://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. https://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. https://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. https://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. https://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. https://dx.doi.org/10.1145/2043932.2043952
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