Proceedings of the 2010 ACM Conference on Recommender Systems

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ACM Press
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Year
2010
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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

Shani, Guy (2010): Tutorial on evaluating recommender systems. In: Proceedings of the 2010 ACM Conference on Recommender Systems , 2010, . pp. 1. http://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. http://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. http://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. http://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. http://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. http://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. http://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. http://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. http://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. http://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. http://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. http://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. http://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. http://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. http://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. http://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. http://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. http://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. http://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. http://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. http://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. http://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. http://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. http://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. http://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. http://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. http://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. http://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. http://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. http://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. http://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. http://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. http://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. http://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. http://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. http://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. http://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. http://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. http://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. http://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. http://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. http://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. http://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. http://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. http://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. http://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. http://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. http://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. http://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. http://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. http://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. http://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. http://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. http://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. http://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. http://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. http://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. http://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. http://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. http://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. http://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. http://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. http://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. http://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. http://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. http://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. http://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. http://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. http://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. http://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. http://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. http://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. http://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. http://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. http://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. http://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. http://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. http://dx.doi.org/10.1145/1864708.1864729