Proceedings of the 2010 ACM Conference on Recommender Systems

Part of: RecSys - International Conference on Recommender Systems

Conference Details

Year: 2010
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 2011 2012

Articles

Publications included in this conference proceedings

Shani, Guy (2010): Tutorial on evaluating recommender systems. In: Proceedings of the 2010 ACM Conference on Recommender Systems , 2010, . pp. 1. https://dx.doi.org/10.1145/1864708.1864710
Vasuki, Vishvas, Natarajan, Nagarajan, Lu, Zhengdong, Dhillon, Inderjit S. (2010): Affiliation recommendation using auxiliary networks. In: Proceedings of the 2010 ACM Conference on Recommender Systems , 2010, . pp. 103-110. https://dx.doi.org/10.1145/1864708.1864731
Berkovsky, Shlomo, Freyne, Jill (2010): Group-based recipe recommendations: analysis of data aggregation strategies. In: Proceedings of the 2010 ACM Conference on Recommender Systems , 2010, . pp. 111-118. https://dx.doi.org/10.1145/1864708.1864732
Baltrunas, Linas, Makcinskas, Tadas, Ricci, Francesco (2010): Group recommendations with rank aggregation and collaborative filtering. In: Proceedings of the 2010 ACM Conference on Recommender Systems , 2010, . pp. 119-126. https://dx.doi.org/10.1145/1864708.1864733
Lappas, Theodoros, Gunopulos, Dimitrios (2010): Interactive recommendations in social endorsement networks. In: Proceedings of the 2010 ACM Conference on Recommender Systems , 2010, . pp. 127-134. https://dx.doi.org/10.1145/1864708.1864735
Sandholm, Thomas, Ung, Hang, Aperjis, Christina, Huberman, Bernardo A. (2010): Global budgets for local recommendations. In: Proceedings of the 2010 ACM Conference on Recommender Systems , 2010, . pp. 13-20. https://dx.doi.org/10.1145/1864708.1864715
Jamali, Mohsen, Ester, Martin (2010): A matrix factorization technique with trust propagation for recommendation in social netwo. In: Proceedings of the 2010 ACM Conference on Recommender Systems , 2010, . pp. 135-142. https://dx.doi.org/10.1145/1864708.1864736
Zhao, Shiwan, Zhou, Michelle X., Yuan, Quan, Zhang, Xiatian, Zheng, Wentao, Fu, Rongyao (2010): Who is talking about what: social map-based recommendation for content-centric social webs. In: Proceedings of the 2010 ACM Conference on Recommender Systems , 2010, . pp. 143-150. https://dx.doi.org/10.1145/1864708.1864737
Xie, Min, Lakshmanan, Laks V. S., Wood, Peter T. (2010): Breaking out of the box of recommendations: from items to packages. In: Proceedings of the 2010 ACM Conference on Recommender Systems , 2010, . pp. 151-158. https://dx.doi.org/10.1145/1864708.1864739
Ekstrand, Michael D., Kannan, Praveen, Stemper, James A., Butler, John T., Konstan, Joseph A., Riedl, John T. (2010): Automatically building research reading lists. In: Proceedings of the 2010 ACM Conference on Recommender Systems , 2010, . pp. 159-166. https://dx.doi.org/10.1145/1864708.1864740
Lipczak, Marek, Milios, Evangelos (2010): Learning in efficient tag recommendation. In: Proceedings of the 2010 ACM Conference on Recommender Systems , 2010, . pp. 167-174. https://dx.doi.org/10.1145/1864708.1864741
Berkovsky, Shlomo, Freyne, Jill, Coombe, Mac, Bhandari, Dipak (2010): Recommender algorithms in activity motivating games. In: Proceedings of the 2010 ACM Conference on Recommender Systems , 2010, . pp. 175-182. https://dx.doi.org/10.1145/1864708.1864742
Symeonidis, Panagiotis, Tiakas, Eleftherios, Manolopoulos, Yannis (2010): Transitive node similarity for link prediction in social networks with positive and negati. In: Proceedings of the 2010 ACM Conference on Recommender Systems , 2010, . pp. 183-190. https://dx.doi.org/10.1145/1864708.1864744
Baglioni, Elisa, Becchetti, Luca, Bergamini, Lorenzo, Colesanti, Ugo, Filipponi, Luca, Vitaletti, Andrea, Persiano, Giuseppe (2010): A lightweight privacy preserving SMS-based recommendation system for mobile users. In: Proceedings of the 2010 ACM Conference on Recommender Systems , 2010, . pp. 191-198. https://dx.doi.org/10.1145/1864708.1864745
Hannon, John, Bennett, Mike, Smyth, Barry (2010): Recommending twitter users to follow using content and collaborative filtering approaches. In: Proceedings of the 2010 ACM Conference on Recommender Systems , 2010, . pp. 199-206. https://dx.doi.org/10.1145/1864708.1864746
Pizzato, Luiz, Rej, Tomek, Chung, Thomas, Koprinska, Irena, Kay, Judy (2010): RECON: a reciprocal recommender for online dating. In: Proceedings of the 2010 ACM Conference on Recommender Systems , 2010, . pp. 207-214. https://dx.doi.org/10.1145/1864708.1864747
Desarkar, Maunendra Sankar, Sarkar, Sudeshna, Mitra, Pabitra (2010): Aggregating preference graphs for collaborative rating prediction. In: Proceedings of the 2010 ACM Conference on Recommender Systems , 2010, . pp. 21-28. https://dx.doi.org/10.1145/1864708.1864716
Servan-Schreiber, Edouard (2010): Recommendation analytics: the business view, and the business case. In: Proceedings of the 2010 ACM Conference on Recommender Systems , 2010, . pp. 215-216. https://dx.doi.org/10.1145/1864708.1864749
Ayday, Erman, Fekri, Faramarz (2010): A belief propagation based recommender system for online services. In: Proceedings of the 2010 ACM Conference on Recommender Systems , 2010, . pp. 217-220. https://dx.doi.org/10.1145/1864708.1864751
Lee, Danielle H., Brusilovsky, Peter (2010): Using self-defined group activities for improving recommendations in collaborative tagging. In: Proceedings of the 2010 ACM Conference on Recommender Systems , 2010, . pp. 221-224. https://dx.doi.org/10.1145/1864708.1864752
Burke, Robin (2010): Evaluating the dynamic properties of recommendation algorithms. In: Proceedings of the 2010 ACM Conference on Recommender Systems , 2010, . pp. 225-228. https://dx.doi.org/10.1145/1864708.1864753
Karagiannidis, Savvas, Antaris, Stefanos, Zigkolis, Christos, Vakali, Athena (2010): Hydra: an open framework for virtual-fusion of recommendation filters. In: Proceedings of the 2010 ACM Conference on Recommender Systems , 2010, . pp. 229-232. https://dx.doi.org/10.1145/1864708.1864754
Gedikli, Fatih, Jannach, Dietmar (2010): Recommending based on rating frequencies. In: Proceedings of the 2010 ACM Conference on Recommender Systems , 2010, . pp. 233-236. https://dx.doi.org/10.1145/1864708.1864755
Cantador, Iván, Bellogín, Alejandro, Vallet, David (2010): Content-based recommendation in social tagging systems. In: Proceedings of the 2010 ACM Conference on Recommender Systems , 2010, . pp. 237-240. https://dx.doi.org/10.1145/1864708.1864756
Wu, Guangyu, Greene, Derek, Cunningham, Padraig (2010): Merging multiple criteria to identify suspicious reviews. In: Proceedings of the 2010 ACM Conference on Recommender Systems , 2010, . pp. 241-244. https://dx.doi.org/10.1145/1864708.1864757
Im, Il, Kim, Byung Ho (2010): Personalizing the settings for Cf-based recommender systems. In: Proceedings of the 2010 ACM Conference on Recommender Systems , 2010, . pp. 245-248. https://dx.doi.org/10.1145/1864708.1864758
Zheng, Hua, Wang, Dong, Zhang, Qi, Li, Hang, Yang, Tinghao (2010): Do clicks measure recommendation relevancy?: an empirical user study. In: Proceedings of the 2010 ACM Conference on Recommender Systems , 2010, . pp. 249-252. https://dx.doi.org/10.1145/1864708.1864759
Benchettara, Nesserine, Kanawati, Rushed, Rouveirol, Céline (2010): A supervised machine learning link prediction approach for academic collaboration recommen. In: Proceedings of the 2010 ACM Conference on Recommender Systems , 2010, . pp. 253-256. https://dx.doi.org/10.1145/1864708.1864760
Ge, Mouzhi, Delgado-Battenfeld, Carla, Jannach, Dietmar (2010): Beyond accuracy: evaluating recommender systems by coverage and serendipity. In: Proceedings of the 2010 ACM Conference on Recommender Systems , 2010, . pp. 257-260. https://dx.doi.org/10.1145/1864708.1864761
Zangerle, Eva, Gassler, Wolfgang, Specht, Günther (2010): Recommending structure in collaborative semistructured information systems. In: Proceedings of the 2010 ACM Conference on Recommender Systems , 2010, . pp. 261-264. https://dx.doi.org/10.1145/1864708.1864762
Dery, Lihi Naamani, Kalech, Meir, Rokach, Lior, Shapira, Bracha (2010): Iterative voting under uncertainty for group recommender systems. In: Proceedings of the 2010 ACM Conference on Recommender Systems , 2010, . pp. 265-268. https://dx.doi.org/10.1145/1864708.1864763
Shi, Yue, Larson, Martha, Hanjalic, Alan (2010): List-wise learning to rank with matrix factorization for collaborative filtering. In: Proceedings of the 2010 ACM Conference on Recommender Systems , 2010, . pp. 269-272. https://dx.doi.org/10.1145/1864708.1864764
Kamishima, Toshihiro, Akaho, Shotaro (2010): Nantonac collaborative filtering: a model-based approach. In: Proceedings of the 2010 ACM Conference on Recommender Systems , 2010, . pp. 273-276. https://dx.doi.org/10.1145/1864708.1864765
Freyne, Jill, Berkovsky, Shlomo, Daly, Elizabeth M., Geyer, Werner (2010): Social networking feeds: recommending items of interest. In: Proceedings of the 2010 ACM Conference on Recommender Systems , 2010, . pp. 277-280. https://dx.doi.org/10.1145/1864708.1864766
Pessemier, Toon De, Dooms, Simon, Deryckere, Tom, Martens, Luc (2010): Time dependency of data quality for collaborative filtering algorithms. In: Proceedings of the 2010 ACM Conference on Recommender Systems , 2010, . pp. 281-284. https://dx.doi.org/10.1145/1864708.1864767
Hammer, Stephan, Kim, Jonghwa, Andre, Elisabeth (2010): MED-StyleR: METABO diabetes-lifestyle recommender. In: Proceedings of the 2010 ACM Conference on Recommender Systems , 2010, . pp. 285-288. https://dx.doi.org/10.1145/1864708.1864768
Jancsary, Jeremy, Neubarth, Friedrich, Trost, Harald (2010): Towards context-aware personalization and a broad perspective on the semantics of news art. In: Proceedings of the 2010 ACM Conference on Recommender Systems , 2010, . pp. 289-292. https://dx.doi.org/10.1145/1864708.1864769
Castagnos, Sylvain, Jones, Nicolas, Pu, Pearl (2010): Eye-tracking product recommenders' usage. In: Proceedings of the 2010 ACM Conference on Recommender Systems , 2010, . pp. 29-36. https://dx.doi.org/10.1145/1864708.1864717
Davidson, James, Liebald, Benjamin, Liu, Junning, Nandy, Palash, Vleet, Taylor Van, Gargi, Ullas, Gupta, Sujoy, He, Yu, Lambert, Mike, Livingston, Blake, Sampath, Dasarathi (2010): The YouTube video recommendation system. In: Proceedings of the 2010 ACM Conference on Recommender Systems , 2010, . pp. 293-296. https://dx.doi.org/10.1145/1864708.1864770
Marx, Paul, Hennig-Thurau, Thorsten, Marchand, André (2010): Increasing consumers' understanding of recommender results: a preference-based hybrid algo. In: Proceedings of the 2010 ACM Conference on Recommender Systems , 2010, . pp. 297-300. https://dx.doi.org/10.1145/1864708.1864771
Daly, Elizabeth M., Geyer, Werner, Millen, David R. (2010): The network effects of recommending social connections. In: Proceedings of the 2010 ACM Conference on Recommender Systems , 2010, . pp. 301-304. https://dx.doi.org/10.1145/1864708.1864772
Esparza, Sandra Garcia, O'Mahony, Michael P., Smyth, Barry (2010): On the real-time web as a source of recommendation knowledge. In: Proceedings of the 2010 ACM Conference on Recommender Systems , 2010, . pp. 305-308. https://dx.doi.org/10.1145/1864708.1864773
Diaz-Aviles, Ernesto, Georgescu, Mihai, Stewart, Avare, Nejdl, Wolfgang (2010): LDA for on-the-fly auto tagging. In: Proceedings of the 2010 ACM Conference on Recommender Systems , 2010, . pp. 309-312. https://dx.doi.org/10.1145/1864708.1864774
Balakrishnan, Suhrid (2010): On-demand set-based recommendations. In: Proceedings of the 2010 ACM Conference on Recommender Systems , 2010, . pp. 313-316. https://dx.doi.org/10.1145/1864708.1864775
Jawaheer, Gawesh, Szomszor, Martin, Kostkova, Patty (2010): Characterisation of explicit feedback in an online music recommendation service. In: Proceedings of the 2010 ACM Conference on Recommender Systems , 2010, . pp. 317-320. https://dx.doi.org/10.1145/1864708.1864776
Gutschmidt, Anne (2010): An approach to situational market segmentation on on-line newspapers based on current task. In: Proceedings of the 2010 ACM Conference on Recommender Systems , 2010, . pp. 321-324. https://dx.doi.org/10.1145/1864708.1864777
Khoshneshin, Mohammad, Street, W. Nick (2010): Incremental collaborative filtering via evolutionary co-clustering. In: Proceedings of the 2010 ACM Conference on Recommender Systems , 2010, . pp. 325-328. https://dx.doi.org/10.1145/1864708.1864778
Albanese, Massimiliano, d'Acierno, Antonio, Moscato, Vincenzo, Persia, Fabio, Picariello, Antonio (2010): Modeling recommendation as a social choice problem. In: Proceedings of the 2010 ACM Conference on Recommender Systems , 2010, . pp. 329-332. https://dx.doi.org/10.1145/1864708.1864779
Farrell, Robert G., Rajput, Nitendra, Das, Rajarshi, Danis, Catalina, Dhanesha, Ketki (2010): Social navigation for the spoken web. In: Proceedings of the 2010 ACM Conference on Recommender Systems , 2010, . pp. 333-336. https://dx.doi.org/10.1145/1864708.1864780
Mayer, Julia M., Motahari, Sara, Schuler, Richard P., Jones, Quentin (2010): Common attributes in an unusual context: predicting the desirability of a social match. In: Proceedings of the 2010 ACM Conference on Recommender Systems , 2010, . pp. 337-340. https://dx.doi.org/10.1145/1864708.1864781
Mello, Carlos Eduardo, Aufaure, Marie-Aude, Zimbrao, Geraldo (2010): Active learning driven by rating impact analysis. In: Proceedings of the 2010 ACM Conference on Recommender Systems , 2010, . pp. 341-344. https://dx.doi.org/10.1145/1864708.1864782
Moldvay, János, Bax, Ingo, Frerichs, Alexander, Schuh, Mirko (2010): Tagmantic: a social recommender service based on semantic tag graphs and tag clusters. In: Proceedings of the 2010 ACM Conference on Recommender Systems , 2010, . pp. 345-346. https://dx.doi.org/10.1145/1864708.1864784
Barrio, Josep Bachs, Rubio, Xavier Amatriain (2010): Geolocated movie recommendations based on expert collaborative filtering. In: Proceedings of the 2010 ACM Conference on Recommender Systems , 2010, . pp. 347-348. https://dx.doi.org/10.1145/1864708.1864785
Cebrián, Toni, Planaguma, Marc, Villegas, Paulo, Amatriain, Xavier (2010): Music recommendations with temporal context awareness. In: Proceedings of the 2010 ACM Conference on Recommender Systems , 2010, . pp. 349-352. https://dx.doi.org/10.1145/1864708.1864786
Pizzato, Luiz, Rej, Tomek, Chung, Thomas, Koprinska, Irena, Yacef, Kalina, Kay, Judy (2010): Reciprocal recommender system for online dating. In: Proceedings of the 2010 ACM Conference on Recommender Systems , 2010, . pp. 353-354. https://dx.doi.org/10.1145/1864708.1864787
Pronk, Verus, Barbieri, Mauro, Korst, Jan, Proidl, Adolf (2010): Integrating broadcast and web video content into personal tv channels. In: Proceedings of the 2010 ACM Conference on Recommender Systems , 2010, . pp. 355-356. https://dx.doi.org/10.1145/1864708.1864788
Hu, Rong (2010): Design and user issues in personality-based recommender systems. In: Proceedings of the 2010 ACM Conference on Recommender Systems , 2010, . pp. 357-360. https://dx.doi.org/10.1145/1864708.1864790
Musto, Cataldo (2010): Enhanced vector space models for content-based recommender systems. In: Proceedings of the 2010 ACM Conference on Recommender Systems , 2010, . pp. 361-364. https://dx.doi.org/10.1145/1864708.1864791
Said, Alan (2010): Identifying and utilizing contextual data in hybrid recommender systems. In: Proceedings of the 2010 ACM Conference on Recommender Systems , 2010, . pp. 365-368. https://dx.doi.org/10.1145/1864708.1864792
Schirru, Rafael (2010): Topic-based recommendations in enterprise social media sharing platforms. In: Proceedings of the 2010 ACM Conference on Recommender Systems , 2010, . pp. 369-372. https://dx.doi.org/10.1145/1864708.1864793
Resnick, Paul, Konstan, Joseph A., Hotho, Andreas, Pindado, Jesus (2010): Contests: way forward or detour?. In: Proceedings of the 2010 ACM Conference on Recommender Systems , 2010, . pp. 37-38. https://dx.doi.org/10.1145/1864708.1864719
Picault, Jérôme, Kostadinov, Dimitre, Castells, Pablo, Jaimes, Alejandro (2010): Workshop on the practical use of recommender systems algorithms & technology. In: Proceedings of the 2010 ACM Conference on Recommender Systems , 2010, . pp. 373-374. https://dx.doi.org/10.1145/1864708.1864795
Brusilovsky, Peter, Cantador, Iván, Koren, Yehuda, Kuflik, Tsvi, Weimer, Markus (2010): Workshop on information heterogeneity and fusion in recommender systems (HetRec 2010). In: Proceedings of the 2010 ACM Conference on Recommender Systems , 2010, . pp. 375-376. https://dx.doi.org/10.1145/1864708.1864796
Manouselis, Nikos, Drachsler, Hendrik, Verbert, Katrien, Santos, Olga C. (2010): Workshop on recommender systems for technology enhanced learning. In: Proceedings of the 2010 ACM Conference on Recommender Systems , 2010, . pp. 377-378. https://dx.doi.org/10.1145/1864708.1864797
Geyer, Werner, Freyne, Jill, Mobasher, Bamshad, Anand, Sarabjot Singha, Dugan, Casey (2010): 2nd workshop on recommender systems and the social web. In: Proceedings of the 2010 ACM Conference on Recommender Systems , 2010, . pp. 379-380. https://dx.doi.org/10.1145/1864708.1864798
Anglade, Amelie, Baccigalupo, Claudio, Casagrande, Norman, Celma, Òscar, Lamere, Paul (2010): Workshop report: WOMRAD 2010. In: Proceedings of the 2010 ACM Conference on Recommender Systems , 2010, . pp. 381-382. https://dx.doi.org/10.1145/1864708.1864799
Knijnenburg, Bart P., Schmidt-Thieme, Lars, Bollen, Dirk G. F. M. (2010): Workshop on user-centric evaluation of recommender systems and their interfaces. In: Proceedings of the 2010 ACM Conference on Recommender Systems , 2010, . pp. 383-384. https://dx.doi.org/10.1145/1864708.1864800
Adomavicius, Gediminas, Tuzhilin, Alexander, Berkovsky, Shlomo, Luca, Ernesto W. De, Said, Alan (2010): Context-awareness in recommender systems: research workshop and movie recommendation chall. In: Proceedings of the 2010 ACM Conference on Recommender Systems , 2010, . pp. 385-386. https://dx.doi.org/10.1145/1864708.1864801
Cremonesi, Paolo, Koren, Yehuda, Turrin, Roberto (2010): Performance of recommender algorithms on top-n recommendation tasks. In: Proceedings of the 2010 ACM Conference on Recommender Systems , 2010, . pp. 39-46. https://dx.doi.org/10.1145/1864708.1864721
Adomavicius, Gediminas, Zhang, Jingjing (2010): On the stability of recommendation algorithms. In: Proceedings of the 2010 ACM Conference on Recommender Systems , 2010, . pp. 47-54. https://dx.doi.org/10.1145/1864708.1864722
Baeza-Yates, Ricardo (2010): Query intent prediction and recommendation. In: Proceedings of the 2010 ACM Conference on Recommender Systems , 2010, . pp. 5-6. https://dx.doi.org/10.1145/1864708.1864711
Jambor, Tamas, Wang, Jun (2010): Optimizing multiple objectives in collaborative filtering. In: Proceedings of the 2010 ACM Conference on Recommender Systems , 2010, . pp. 55-62. https://dx.doi.org/10.1145/1864708.1864723
Bollen, Dirk, Knijnenburg, Bart P., Willemsen, Martijn C., Graus, Mark (2010): Understanding choice overload in recommender systems. In: Proceedings of the 2010 ACM Conference on Recommender Systems , 2010, . pp. 63-70. https://dx.doi.org/10.1145/1864708.1864724
Guy, Ido, Jaimes, Alejandro, Agulló, Pau, Moore, Pat, Nandy, Palash, Nastar, Chahab, Schinzel, Henrik (2010): Will recommenders kill search?: recommender systems -- an industry perspective. In: Proceedings of the 2010 ACM Conference on Recommender Systems , 2010, . pp. 7-12. https://dx.doi.org/10.1145/1864708.1864713
Pilászy, István, Zibriczky, Dávid, Tikk, Domonkos (2010): Fast ALS-based matrix factorization for explicit and implicit feedback datasets. In: Proceedings of the 2010 ACM Conference on Recommender Systems , 2010, . pp. 71-78. https://dx.doi.org/10.1145/1864708.1864726
Karatzoglou, Alexandros, Amatriain, Xavier, Baltrunas, Linas, Oliver, Nuria (2010): Multiverse recommendation: n-dimensional tensor factorization for context-aware collaborat. In: Proceedings of the 2010 ACM Conference on Recommender Systems , 2010, . pp. 79-86. https://dx.doi.org/10.1145/1864708.1864727
Khoshneshin, Mohammad, Street, W. Nick (2010): Collaborative filtering via euclidean embedding. In: Proceedings of the 2010 ACM Conference on Recommender Systems , 2010, . pp. 87-94. https://dx.doi.org/10.1145/1864708.1864728
Liu, Nathan N., Zhao, Min, Xiang, Evan, Yang, Qiang (2010): Online evolutionary collaborative filtering. In: Proceedings of the 2010 ACM Conference on Recommender Systems , 2010, . pp. 95-102. https://dx.doi.org/10.1145/1864708.1864729
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