Proceedings of the 2012 ACM Conference on Recommender Systems

Part of: RecSys - International Conference on Recommender Systems

Conference Details

Year: 2012
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 2011

Articles

Publications included in this conference proceedings

Kohavi, Ron (2012): Online controlled experiments: introduction, learnings, and humbling statistics. In: Proceedings of the 2012 ACM Conference on Recommender Systems , 2012, . pp. 1-2. https://dx.doi.org/10.1145/2365952.2365954
Strickroth, Sven, Pinkwart, Niels (2012): High quality recommendations for small communities: the case of a regional parent network. In: Proceedings of the 2012 ACM Conference on Recommender Systems , 2012, . pp. 107-114. https://dx.doi.org/10.1145/2365952.2365976
Rodriguez, Mario, Posse, Christian, Zhang, Ethan (2012): Multiple objective optimization in recommender systems. In: Proceedings of the 2012 ACM Conference on Recommender Systems , 2012, . pp. 11-18. https://dx.doi.org/10.1145/2365952.2365961
Levi, Asher, Mokryn, Osnat, Diot, Christophe, Taft, Nina (2012): Finding a needle in a haystack of reviews: cold start context-based hotel recommender syst. In: Proceedings of the 2012 ACM Conference on Recommender Systems , 2012, . pp. 115-122. https://dx.doi.org/10.1145/2365952.2365977
Raghavan, Sindhu, Gunasekar, Suriya, Ghosh, Joydeep (2012): Review quality aware collaborative filtering. In: Proceedings of the 2012 ACM Conference on Recommender Systems , 2012, . pp. 123-130. https://dx.doi.org/10.1145/2365952.2365978
Hariri, Negar, Mobasher, Bamshad, Burke, Robin (2012): Context-aware music recommendation based on latent topic sequential patterns. In: Proceedings of the 2012 ACM Conference on Recommender Systems , 2012, . pp. 131-138. https://dx.doi.org/10.1145/2365952.2365979
Shi, Yue, Karatzoglou, Alexandros, Baltrunas, Linas, Larson, Martha, Oliver, Nuria, Hanjalic, Alan (2012): CLiMF: learning to maximize reciprocal rank with collaborative less-is-more filtering. In: Proceedings of the 2012 ACM Conference on Recommender Systems , 2012, . pp. 139-146. https://dx.doi.org/10.1145/2365952.2365981
Pradel, Bruno, Usunier, Nicolas, Gallinari, Patrick (2012): Ranking with non-random missing ratings: influence of popularity and positivity on evaluat. In: Proceedings of the 2012 ACM Conference on Recommender Systems , 2012, . pp. 147-154. https://dx.doi.org/10.1145/2365952.2365982
Ning, Xia, Karypis, George (2012): Sparse linear methods with side information for top-n recommendations. In: Proceedings of the 2012 ACM Conference on Recommender Systems , 2012, . pp. 155-162. https://dx.doi.org/10.1145/2365952.2365983
Schelter, Sebastian, Boden, Christoph, Markl, Volker (2012): Scalable similarity-based neighborhood methods with MapReduce. In: Proceedings of the 2012 ACM Conference on Recommender Systems , 2012, . pp. 163-170. https://dx.doi.org/10.1145/2365952.2365984
Antunes, Bruno, Cordeiro, Joel, Gomes, Paulo (2012): An approach to context-based recommendation in software development. In: Proceedings of the 2012 ACM Conference on Recommender Systems , 2012, . pp. 171-178. https://dx.doi.org/10.1145/2365952.2365986
Zhang, Weinan, Tian, Li, Sun, Xinruo, Wang, Haofen, Yu, Yong (2012): A semantic approach to recommending text advertisements for images. In: Proceedings of the 2012 ACM Conference on Recommender Systems , 2012, . pp. 179-186. https://dx.doi.org/10.1145/2365952.2365987
Sáez-Trumper, Diego, Quercia, Daniele, Crowcroft, Jon (2012): Ads and the city: considering geographic distance goes a long way. In: Proceedings of the 2012 ACM Conference on Recommender Systems , 2012, . pp. 187-194. https://dx.doi.org/10.1145/2365952.2365988
Ribeiro, Marco Tulio, Lacerda, Anisio, Veloso, Adriano, Ziviani, Nivio (2012): Pareto-efficient hybridization for multi-objective recommender systems. In: Proceedings of the 2012 ACM Conference on Recommender Systems , 2012, . pp. 19-26. https://dx.doi.org/10.1145/2365952.2365962
Weinsberg, Udi, Bhagat, Smriti, Ioannidis, Stratis, Taft, Nina (2012): BlurMe: inferring and obfuscating user gender based on ratings. In: Proceedings of the 2012 ACM Conference on Recommender Systems , 2012, . pp. 195-202. https://dx.doi.org/10.1145/2365952.2365989
Herbrich, Ralf (2012): Distributed, real-time Bayesian learning in online services. In: Proceedings of the 2012 ACM Conference on Recommender Systems , 2012, . pp. 203-204. https://dx.doi.org/10.1145/2365952.2365991
Lempel, Ronny (2012): Recommendation challenges in web media settings. In: Proceedings of the 2012 ACM Conference on Recommender Systems , 2012, . pp. 205-206. https://dx.doi.org/10.1145/2365952.2365992
Lamere, Paul B. (2012): I've got 10 million songs in my pocket: now what?. In: Proceedings of the 2012 ACM Conference on Recommender Systems , 2012, . pp. 207-208. https://dx.doi.org/10.1145/2365952.2365994
Aharon, Michal, Kagian, Amit, Lempel, Ronny, Koren, Yehuda (2012): Dynamic personalized recommendation of comment-eliciting stories. In: Proceedings of the 2012 ACM Conference on Recommender Systems , 2012, . pp. 209-212. https://dx.doi.org/10.1145/2365952.2365996
Bellogín, Alejandro, Parapar, Javier (2012): Using graph partitioning techniques for neighbour selection in user-based collaborative fi. In: Proceedings of the 2012 ACM Conference on Recommender Systems , 2012, . pp. 213-216. https://dx.doi.org/10.1145/2365952.2365997
Bollen, Dirk, Graus, Mark, Willemsen, Martijn C. (2012): Remembering the stars?: effect of time on preference retrieval from memory. In: Proceedings of the 2012 ACM Conference on Recommender Systems , 2012, . pp. 217-220. https://dx.doi.org/10.1145/2365952.2365998
De, Abir, Desarkar, Maunendra Sankar, Ganguly, Niloy, Mitra, Pabitra (2012): Local learning of item dissimilarity using content and link structure. In: Proceedings of the 2012 ACM Conference on Recommender Systems , 2012, . pp. 221-224. https://dx.doi.org/10.1145/2365952.2365999
Pessemier, Toon De, Dooms, Simon, Martens, Luc (2012): Design and evaluation of a group recommender system. In: Proceedings of the 2012 ACM Conference on Recommender Systems , 2012, . pp. 225-228. https://dx.doi.org/10.1145/2365952.2366000
Diaz-Aviles, Ernesto, Georgescu, Mihai, Nejdl, Wolfgang (2012): Swarming to rank for recommender systems. In: Proceedings of the 2012 ACM Conference on Recommender Systems , 2012, . pp. 229-232. https://dx.doi.org/10.1145/2365952.2366001
Ekstrand, Michael, Riedl, John (2012): When recommenders fail: predicting recommender failure for algorithm selection and combina. In: Proceedings of the 2012 ACM Conference on Recommender Systems , 2012, . pp. 233-236. https://dx.doi.org/10.1145/2365952.2366002
Huang, Yu-Jia, Xiang, Evan Wei, Pan, Rong (2012): Constrained collective matrix factorization. In: Proceedings of the 2012 ACM Conference on Recommender Systems , 2012, . pp. 237-240. https://dx.doi.org/10.1145/2365952.2366003
Jiang, Yichen, Jia, Aixia, Feng, Yansong, Zhao, Dongyan (2012): Recommending academic papers via users' reading purposes. In: Proceedings of the 2012 ACM Conference on Recommender Systems , 2012, . pp. 241-244. https://dx.doi.org/10.1145/2365952.2366004
Liu, Qi, Xiang, Biao, Chen, Enhong, Ge, Yong, Xiong, Hui, Bao, Tengfei, Zheng, Yi (2012): Influential seed items recommendation. In: Proceedings of the 2012 ACM Conference on Recommender Systems , 2012, . pp. 245-248. https://dx.doi.org/10.1145/2365952.2366005
Manzato, Marcelo G. (2012): Discovering latent factors from movies genres for enhanced recommendation. In: Proceedings of the 2012 ACM Conference on Recommender Systems , 2012, . pp. 249-252. https://dx.doi.org/10.1145/2365952.2366006
Noia, Tommaso Di, Mirizzi, Roberto, Ostuni, Vito Claudio, Romito, Davide (2012): Exploiting the web of data in model-based recommender systems. In: Proceedings of the 2012 ACM Conference on Recommender Systems , 2012, . pp. 253-256. https://dx.doi.org/10.1145/2365952.2366007
Prawesh, Shankar, Padmanabhan, Balaji (2012): Probabilistic news recommender systems with feedback. In: Proceedings of the 2012 ACM Conference on Recommender Systems , 2012, . pp. 257-260. https://dx.doi.org/10.1145/2365952.2366008
Salimans, Tim, Paquet, Ulrich, Graepel, Thore (2012): Collaborative learning of preference rankings. In: Proceedings of the 2012 ACM Conference on Recommender Systems , 2012, . pp. 261-264. https://dx.doi.org/10.1145/2365952.2366009
Wu, Shanchan, Gong, Leanna, Rand, William, Raschid, Louiqa (2012): Making recommendations in a microblog to improve the impact of a focal user. In: Proceedings of the 2012 ACM Conference on Recommender Systems , 2012, . pp. 265-268. https://dx.doi.org/10.1145/2365952.2366010
Zanker, Markus (2012): The influence of knowledgeable explanations on users' perception of a recommender system. In: Proceedings of the 2012 ACM Conference on Recommender Systems , 2012, . pp. 269-272. https://dx.doi.org/10.1145/2365952.2366011
Cremonesi, Paolo, Garzottto, Franca, Turrin, Roberto (2012): User effort vs. accuracy in rating-based elicitation. In: Proceedings of the 2012 ACM Conference on Recommender Systems , 2012, . pp. 27-34. https://dx.doi.org/10.1145/2365952.2365963
Amin, Mohammad Shafkat, Yan, Baoshi, Sriram, Sripad, Bhasin, Anmol, Posse, Christian (2012): Social referral: leveraging network connections to deliver recommendations. In: Proceedings of the 2012 ACM Conference on Recommender Systems , 2012, . pp. 273-276. https://dx.doi.org/10.1145/2365952.2366013
Belluf, Thiago, Xavier, Leopoldo, Giglio, Ricardo (2012): Case study on the business value impact of personalized recommendations on a large online . In: Proceedings of the 2012 ACM Conference on Recommender Systems , 2012, . pp. 277-280. https://dx.doi.org/10.1145/2365952.2366014
Koenigstein, Noam, Nice, Nir, Paquet, Ulrich, Schleyen, Nir (2012): The Xbox recommender system. In: Proceedings of the 2012 ACM Conference on Recommender Systems , 2012, . pp. 281-284. https://dx.doi.org/10.1145/2365952.2366015
Liu, Qiwen, Chen, Tianjian, Cai, Jing, Yu, Dianhai (2012): Enlister: baidu's recommender system for the biggest Chinese Q&A website. In: Proceedings of the 2012 ACM Conference on Recommender Systems , 2012, . pp. 285-288. https://dx.doi.org/10.1145/2365952.2366016
Smyth, Barry, Coyle, Maurice, Briggs, Peter (2012): HeyStaks: a real-world deployment of social search. In: Proceedings of the 2012 ACM Conference on Recommender Systems , 2012, . pp. 289-292. https://dx.doi.org/10.1145/2365952.2366017
Brigadir, Igor, Greene, Derek, Cunningham, Padraig (2012): A system for Twitter user list curation. In: Proceedings of the 2012 ACM Conference on Recommender Systems , 2012, . pp. 293-294. https://dx.doi.org/10.1145/2365952.2366019
Chhabra, Sidharth, Resnick, Paul (2012): CubeThat: news article recommender. In: Proceedings of the 2012 ACM Conference on Recommender Systems , 2012, . pp. 295-296. https://dx.doi.org/10.1145/2365952.2366020
Dong, Ruihai, Schaal, Markus, O'Mahony, Michael P., McCarthy, Kevin, Smyth, Barry (2012): The demonstration of the reviewer's assistant. In: Proceedings of the 2012 ACM Conference on Recommender Systems , 2012, . pp. 297-298. https://dx.doi.org/10.1145/2365952.2366021
Gertner, Abigail, Lavender, Beth, Winston, James (2012): Recommenders for the enterprise: event, contact, and group. In: Proceedings of the 2012 ACM Conference on Recommender Systems , 2012, . pp. 299-300. https://dx.doi.org/10.1145/2365952.2366022
Knijnenburg, Bart P. (2012): Conducting user experiments in recommender systems. In: Proceedings of the 2012 ACM Conference on Recommender Systems , 2012, . pp. 3-4. https://dx.doi.org/10.1145/2365952.2365956
Griffin, James (2012): Integrated content marketing. In: Proceedings of the 2012 ACM Conference on Recommender Systems , 2012, . pp. 301-302. https://dx.doi.org/10.1145/2365952.2366023
Lathia, Neal (2012): Using ratings to profile your health. In: Proceedings of the 2012 ACM Conference on Recommender Systems , 2012, . pp. 303-304. https://dx.doi.org/10.1145/2365952.2366024
Levi, Asher, Mokryn, Osnat, Diot, Christophe, Taft, Nina (2012): Finding a needle in a haystack of reviews: cold start context-based hotel recommender syst. In: Proceedings of the 2012 ACM Conference on Recommender Systems , 2012, . pp. 305-306. https://dx.doi.org/10.1145/2365952.2366025
Phelan, Owen, McCarthy, Kevin, Smyth, Barry (2012): Yokie: explorations in curated real-time search & discovery using Twitter. In: Proceedings of the 2012 ACM Conference on Recommender Systems , 2012, . pp. 307-308. https://dx.doi.org/10.1145/2365952.2366026
Sheehan, Mark, Park, Young (2012): pGPA: a personalized grade prediction tool to aid student success. In: Proceedings of the 2012 ACM Conference on Recommender Systems , 2012, . pp. 309-310. https://dx.doi.org/10.1145/2365952.2366027
Sklar, Max, Shaw, Blake, Hogue, Andrew (2012): Recommending interesting events in real-time with foursquare check-ins. In: Proceedings of the 2012 ACM Conference on Recommender Systems , 2012, . pp. 311-312. https://dx.doi.org/10.1145/2365952.2366028
Heitmann, Benjamin (2012): An open framework for multi-source, cross-domain personalisation with semantic interest gr. In: Proceedings of the 2012 ACM Conference on Recommender Systems , 2012, . pp. 313-316. https://dx.doi.org/10.1145/2365952.2366030
Karimi, Rasoul, Freudenthaler, Christoph, Nanopoulos, Alexandros, Schmidt-Thieme, Lars (2012): Exploiting the characteristics of matrix factorization for active learning in recommender . In: Proceedings of the 2012 ACM Conference on Recommender Systems , 2012, . pp. 317-320. https://dx.doi.org/10.1145/2365952.2366031
Kramár, Tomáš, Bielikova, Maria (2012): Dynamically selecting an appropriate context type for personalisation. In: Proceedings of the 2012 ACM Conference on Recommender Systems , 2012, . pp. 321-324. https://dx.doi.org/10.1145/2365952.2366032
Landia, Nikolas (2012): Utilising document content for tag recommendation in folksonomies. In: Proceedings of the 2012 ACM Conference on Recommender Systems , 2012, . pp. 325-328. https://dx.doi.org/10.1145/2365952.2366033
Ninaus, Gerald (2012): Using group recommendation heuristics for the prioritization of requirements. In: Proceedings of the 2012 ACM Conference on Recommender Systems , 2012, . pp. 329-332. https://dx.doi.org/10.1145/2365952.2366034
Parra, Denis (2012): Beyond lists: studying the effect of different recommendation visualizations. In: Proceedings of the 2012 ACM Conference on Recommender Systems , 2012, . pp. 333-336. https://dx.doi.org/10.1145/2365952.2366035
Wakeling, Simon (2012): The user-centered design of a recommender system for a universal library catalogue. In: Proceedings of the 2012 ACM Conference on Recommender Systems , 2012, . pp. 337-340. https://dx.doi.org/10.1145/2365952.2366036
Zelenik, Dusan, Bielikova, Maria (2012): Reducing the sparsity of contextual information for recommender systems. In: Proceedings of the 2012 ACM Conference on Recommender Systems , 2012, . pp. 341-344. https://dx.doi.org/10.1145/2365952.2366037
Mobasher, Bamshad, Jannach, Dietmar, Geyer, Werner, Hotho, Andreas (2012): 4th ACM RecSys workshop on recommender systems and the social web. In: Proceedings of the 2012 ACM Conference on Recommender Systems , 2012, . pp. 345-346. https://dx.doi.org/10.1145/2365952.2366039
Gemmis, Marco de, Felfernig, Alexander, Lops, Pasquale, Ricci, Francesco, Semeraro, Giovanni, Willemsen, Martijn C. (2012): RecSys'12 workshop on human decision making in recommender systems. In: Proceedings of the 2012 ACM Conference on Recommender Systems , 2012, . pp. 347-348. https://dx.doi.org/10.1145/2365952.2366040
Adomavicius, Gediminas, Baltrunas, Linas, Luca, Ernesto William De, Hussein, Tim, Tuzhilin, Alexander (2012): 4th workshop on context-aware recommender systems (CARS 2012). In: Proceedings of the 2012 ACM Conference on Recommender Systems , 2012, . pp. 349-350. https://dx.doi.org/10.1145/2365952.2366041
Bostandjiev, Svetlin, O'Donovan, John, Hollerer, Tobias (2012): TasteWeights: a visual interactive hybrid recommender system. In: Proceedings of the 2012 ACM Conference on Recommender Systems , 2012, . pp. 35-42. https://dx.doi.org/10.1145/2365952.2365964
Amatriain, Xavier, Castells, Pablo, Vries, Arjen de, Posse, Christian (2012): Workshop on recommendation utility evaluation: beyond RMSE -- RUE 2012. In: Proceedings of the 2012 ACM Conference on Recommender Systems , 2012, . pp. 351-352. https://dx.doi.org/10.1145/2365952.2366042
Manouselis, Nikos, Said, Alan, Tikk, Domonkos, Hermanns, Jannis, Kille, Benjamin, Drachsler, Hendrik, Verbert, Katrien, Jack, Kris (2012): Recommender systems challenge 2012. In: Proceedings of the 2012 ACM Conference on Recommender Systems , 2012, . pp. 353-354. https://dx.doi.org/10.1145/2365952.2366043
Tintarev, Nava, Hu, Rong, Pu, Pearl (2012): RecSys'12 workshop on interfaces for recommender systems (InterfaceRS'12). In: Proceedings of the 2012 ACM Conference on Recommender Systems , 2012, . pp. 355-356. https://dx.doi.org/10.1145/2365952.2366044
Ludwig, Bernd, Ricci, Francesco, Yumak, Zerrin (2012): 1st workshop on recommendation technologies for lifestyle change 2012. In: Proceedings of the 2012 ACM Conference on Recommender Systems , 2012, . pp. 357-358. https://dx.doi.org/10.1145/2365952.2366045
Cramer, Henriette, Church, Karen, Lathia, Neal, Quercia, Daniele (2012): Personalizing the local mobile experience: workshop at RecSys 2012. In: Proceedings of the 2012 ACM Conference on Recommender Systems , 2012, . pp. 359-360. https://dx.doi.org/10.1145/2365952.2366046
Knijnenburg, Bart P., Bostandjiev, Svetlin, O'Donovan, John, Kobsa, Alfred (2012): Inspectability and control in social recommenders. In: Proceedings of the 2012 ACM Conference on Recommender Systems , 2012, . pp. 43-50. https://dx.doi.org/10.1145/2365952.2365966
Nunes, Maria Augusta S. N., Hu, Rong (2012): Personality-based recommender systems: an overview. In: Proceedings of the 2012 ACM Conference on Recommender Systems , 2012, . pp. 5-6. https://dx.doi.org/10.1145/2365952.2365957
Sha, Xiaolan, Quercia, Daniele, Michiardi, Pietro, Dell'Amico, Matteo (2012): Spotting trends: the wisdom of the few. In: Proceedings of the 2012 ACM Conference on Recommender Systems , 2012, . pp. 51-58. https://dx.doi.org/10.1145/2365952.2365967
Diaz-Aviles, Ernesto, Drumond, Lucas, Schmidt-Thieme, Lars, Nejdl, Wolfgang (2012): Real-time top-n recommendation in social streams. In: Proceedings of the 2012 ACM Conference on Recommender Systems , 2012, . pp. 59-66. https://dx.doi.org/10.1145/2365952.2365968
Yang, Xiwang, Steck, Harald, Guo, Yang, Liu, Yong (2012): On top-k recommendation using social networks. In: Proceedings of the 2012 ACM Conference on Recommender Systems , 2012, . pp. 67-74. https://dx.doi.org/10.1145/2365952.2365969
Amatriain, Xavier (2012): Building industrial-scale real-world recommender systems. In: Proceedings of the 2012 ACM Conference on Recommender Systems , 2012, . pp. 7-8. https://dx.doi.org/10.1145/2365952.2365958
Moling, Omar, Baltrunas, Linas, Ricci, Francesco (2012): Optimal radio channel recommendations with explicit and implicit feedback. In: Proceedings of the 2012 ACM Conference on Recommender Systems , 2012, . pp. 75-82. https://dx.doi.org/10.1145/2365952.2365971
Takács, Gábor, Tikk, Domonkos (2012): Alternating least squares for personalized ranking. In: Proceedings of the 2012 ACM Conference on Recommender Systems , 2012, . pp. 83-90. https://dx.doi.org/10.1145/2365952.2365972
Said, Alan, Tikk, Domonkos, Hotho, Andreas (2012): The challenge of recommender systems challenges. In: Proceedings of the 2012 ACM Conference on Recommender Systems , 2012, . pp. 9-10. https://dx.doi.org/10.1145/2365952.2365959
Yang, Diyi, Chen, Tianqi, Zhang, Weinan, Lu, Qiuxia, Yu, Yong (2012): Local implicit feedback mining for music recommendation. In: Proceedings of the 2012 ACM Conference on Recommender Systems , 2012, . pp. 91-98. https://dx.doi.org/10.1145/2365952.2365973
Kluver, Daniel, Nguyen, Tien T., Ekstrand, Michael, Sen, Shilad, Riedl, John (2012): How many bits per rating?. In: Proceedings of the 2012 ACM Conference on Recommender Systems , 2012, . pp. 99-106. https://dx.doi.org/10.1145/2365952.2365974
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