Proceedings of the 2009 ACM Conference on Recommender Systems

Part of: RecSys - International Conference on Recommender Systems

Conference Details

Year: 2009
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 2010 2011 2012

Articles

Publications included in this conference proceedings

Martin, Francisco J. (2009): Recsys'09 industrial keynote: top 10 lessons learned developing deploying and operating re. In: Proceedings of the 2009 ACM Conference on Recommender Systems , 2009, . pp. 1-2. https://dx.doi.org/10.1145/1639714.1639715
Viappiani, Paolo, Boutilier, Craig (2009): Regret-based optimal recommendation sets in conversational recommender systems. In: Proceedings of the 2009 ACM Conference on Recommender Systems , 2009, . pp. 101-108. https://dx.doi.org/10.1145/1639714.1639732
Bao, Xinlong, Bergman, Lawrence, Thompson, Rich (2009): Stacking recommendation engines with additional meta-features. In: Proceedings of the 2009 ACM Conference on Recommender Systems , 2009, . pp. 109-116. https://dx.doi.org/10.1145/1639714.1639734
Gunawardana, Asela, Meek, Christopher (2009): A unified approach to building hybrid recommender systems. In: Proceedings of the 2009 ACM Conference on Recommender Systems , 2009, . pp. 117-124. https://dx.doi.org/10.1145/1639714.1639735
Shi, Yue, Larson, Martha, Hanjalic, Alan (2009): Exploiting user similarity based on rated-item pools for improved user-based collaborative. In: Proceedings of the 2009 ACM Conference on Recommender Systems , 2009, . pp. 125-132. https://dx.doi.org/10.1145/1639714.1639736
Lu, Zhengdong, Agarwal, Deepak, Dhillon, Inderjit S. (2009): A spatio-temporal approach to collaborative filtering. In: Proceedings of the 2009 ACM Conference on Recommender Systems , 2009, . pp. 13-20. https://dx.doi.org/10.1145/1639714.1639719
Zhou, Daniel Xiaodan, Resnick, Paul (2009): Assessment of conversation co-mentions as a resource for software module recommendation. In: Proceedings of the 2009 ACM Conference on Recommender Systems , 2009, . pp. 133-140. https://dx.doi.org/10.1145/1639714.1639737
Cheng, Zunping, Hurley, Neil (2009): Effective diverse and obfuscated attacks on model-based recommender systems. In: Proceedings of the 2009 ACM Conference on Recommender Systems , 2009, . pp. 141-148. https://dx.doi.org/10.1145/1639714.1639739
Hurley, Neil, Cheng, Zunping, Zhang, Mi (2009): Statistical attack detection. In: Proceedings of the 2009 ACM Conference on Recommender Systems , 2009, . pp. 149-156. https://dx.doi.org/10.1145/1639714.1639740
Shokri, Reza, Pedarsani, Pedram, Theodorakopoulos, George, Hubaux, Jean-Pierre (2009): Preserving privacy in collaborative filtering through distributed aggregation of offline p. In: Proceedings of the 2009 ACM Conference on Recommender Systems , 2009, . pp. 157-164. https://dx.doi.org/10.1145/1639714.1639741
Roy, Benjamin Van, Yan, Xiang (2009): Manipulation-resistant collaborative filtering systems. In: Proceedings of the 2009 ACM Conference on Recommender Systems , 2009, . pp. 165-172. https://dx.doi.org/10.1145/1639714.1639742
Amatriain, Xavier, Pujol, Josep M., Tintarev, Nava, Oliver, Nuria (2009): Rate it again: increasing recommendation accuracy by user re-rating. In: Proceedings of the 2009 ACM Conference on Recommender Systems , 2009, . pp. 173-180. https://dx.doi.org/10.1145/1639714.1639744
Jamali, Mohsen, Ester, Martin (2009): Using a trust network to improve top-N recommendation. In: Proceedings of the 2009 ACM Conference on Recommender Systems , 2009, . pp. 181-188. https://dx.doi.org/10.1145/1639714.1639745
Ma, Hao, Lyu, Michael R., King, Irwin (2009): Learning to recommend with trust and distrust relationships. In: Proceedings of the 2009 ACM Conference on Recommender Systems , 2009, . pp. 189-196. https://dx.doi.org/10.1145/1639714.1639746
Walter, Frank E., Battiston, Stefano, Schweitzer, Frank (2009): Personalised and dynamic trust in social networks. In: Proceedings of the 2009 ACM Conference on Recommender Systems , 2009, . pp. 197-204. https://dx.doi.org/10.1145/1639714.1639747
Jannach, Dietmar, Hegelich, Kolja (2009): A case study on the effectiveness of recommendations in the mobile internet. In: Proceedings of the 2009 ACM Conference on Recommender Systems , 2009, . pp. 205-208. https://dx.doi.org/10.1145/1639714.1639749
Qasim, Umar, Oria, Vincent, Wu, Yi-fang Brook, Houle, Michael E., Özsu, M. Tamer (2009): A partial-order based active cache for recommender systems. In: Proceedings of the 2009 ACM Conference on Recommender Systems , 2009, . pp. 209-212. https://dx.doi.org/10.1145/1639714.1639750
Park, Seung-Taek, Chu, Wei (2009): Pairwise preference regression for cold-start recommendation. In: Proceedings of the 2009 ACM Conference on Recommender Systems , 2009, . pp. 21-28. https://dx.doi.org/10.1145/1639714.1639720
Castro-Herrera, Carlos, Cleland-Huang, Jane, Mobasher, Bamshad (2009): A recommender system for dynamically evolving online forums. In: Proceedings of the 2009 ACM Conference on Recommender Systems , 2009, . pp. 213-216. https://dx.doi.org/10.1145/1639714.1639751
Tsatsou, Dorothea, Menemenis, Fotis, Kompatsiaris, Ioannis, Davis, Paul C. (2009): A semantic framework for personalized ad recommendation based on advanced textual analysis. In: Proceedings of the 2009 ACM Conference on Recommender Systems , 2009, . pp. 217-220. https://dx.doi.org/10.1145/1639714.1639752
Hu, Rong, Pu, Pearl (2009): Acceptance issues of personality-based recommender systems. In: Proceedings of the 2009 ACM Conference on Recommender Systems , 2009, . pp. 221-224. https://dx.doi.org/10.1145/1639714.1639753
Chen, Li (2009): Adaptive tradeoff explanations in conversational recommenders. In: Proceedings of the 2009 ACM Conference on Recommender Systems , 2009, . pp. 225-228. https://dx.doi.org/10.1145/1639714.1639754
Bhattacharjee, Rajat, Goel, Ashish, Kollias, Konstantinos (2009): An incentive-based architecture for social recommendations. In: Proceedings of the 2009 ACM Conference on Recommender Systems , 2009, . pp. 229-232. https://dx.doi.org/10.1145/1639714.1639755
Cremonesi, Paolo, Turrin, Roberto (2009): Analysis of cold-start recommendations in IPTV systems. In: Proceedings of the 2009 ACM Conference on Recommender Systems , 2009, . pp. 233-236. https://dx.doi.org/10.1145/1639714.1639756
Parra, Denis, Brusilovsky, Peter (2009): Collaborative filtering for social tagging systems: an experiment with CiteULike. In: Proceedings of the 2009 ACM Conference on Recommender Systems , 2009, . pp. 237-240. https://dx.doi.org/10.1145/1639714.1639757
Pudhiyaveetil, Ajith Kodakateri, Gauch, Susan, Luong, Hiep, Eno, Josh (2009): Conceptual recommender system for CiteSeerX. In: Proceedings of the 2009 ACM Conference on Recommender Systems , 2009, . pp. 241-244. https://dx.doi.org/10.1145/1639714.1639758
Baltrunas, Linas, Ricci, Francesco (2009): Context-based splitting of item ratings in collaborative filtering. In: Proceedings of the 2009 ACM Conference on Recommender Systems , 2009, . pp. 245-248. https://dx.doi.org/10.1145/1639714.1639759
Pu, Pearl, Zhou, Maoan, Castagnos, Sylvain (2009): Critiquing recommenders for public taste products. In: Proceedings of the 2009 ACM Conference on Recommender Systems , 2009, . pp. 249-252. https://dx.doi.org/10.1145/1639714.1639760
Nathanson, Tavi, Bitton, Ephrat, Goldberg, Ken (2009): Donation dashboard: a recommender system for donation portfolios. In: Proceedings of the 2009 ACM Conference on Recommender Systems , 2009, . pp. 253-256. https://dx.doi.org/10.1145/1639714.1639761
Antonelli, Fabrizio, Francini, Gianluca, Geymonat, Marina, Lepsoey, Skjalg (2009): DynamicTV: a culture-aware recommender. In: Proceedings of the 2009 ACM Conference on Recommender Systems , 2009, . pp. 257-260. https://dx.doi.org/10.1145/1639714.1639762
Schclar, Alon, Tsikinovsky, Alexander, Rokach, Lior, Meisels, Amnon, Antwarg, Liat (2009): Ensemble methods for improving the performance of neighborhood-based collaborative filteri. In: Proceedings of the 2009 ACM Conference on Recommender Systems , 2009, . pp. 261-264. https://dx.doi.org/10.1145/1639714.1639763
Panniello, Umberto, Tuzhilin, Alexander, Gorgoglione, Michele, Palmisano, Cosimo, Pedone, Anto (2009): Experimental comparison of pre- vs. post-filtering approaches in context-aware recommender. In: Proceedings of the 2009 ACM Conference on Recommender Systems , 2009, . pp. 265-268. https://dx.doi.org/10.1145/1639714.1639764
Moghaddam, Samaneh, Jamali, Mohsen, Ester, Martin, Habibi, Jafar (2009): FeedbackTrust: using feedback effects in trust-based recommendation systems. In: Proceedings of the 2009 ACM Conference on Recommender Systems , 2009, . pp. 269-272. https://dx.doi.org/10.1145/1639714.1639765
Quercia, Daniele, Capra, Licia (2009): FriendSensing: recommending friends using mobile phones. In: Proceedings of the 2009 ACM Conference on Recommender Systems , 2009, . pp. 273-276. https://dx.doi.org/10.1145/1639714.1639766
Carolis, Berardina De, Novielli, Nicole, Plantamura, Vito Leonardo, Gentile, Enrica (2009): Generating comparative descriptions of places of interest in the tourism domain. In: Proceedings of the 2009 ACM Conference on Recommender Systems , 2009, . pp. 277-280. https://dx.doi.org/10.1145/1639714.1639767
Green, Stephen J., Lamere, Paul, Alexander, Jeffrey, Maillet, François, Kirk, Susanna, Holt, Jessica, Bourque, Jackie, Mak, Xiao-Wen (2009): Generating transparent, steerable recommendations from textual descriptions of items. In: Proceedings of the 2009 ACM Conference on Recommender Systems , 2009, . pp. 281-284. https://dx.doi.org/10.1145/1639714.1639768
Abbassi, Zeinab, Amer-Yahia, Sihem, Lakshmanan, Laks V. S., Vassilvitskii, Sergei, Yu, Cong (2009): Getting recommender systems to think outside the box. In: Proceedings of the 2009 ACM Conference on Recommender Systems , 2009, . pp. 285-288. https://dx.doi.org/10.1145/1639714.1639769
Khezrzadeh, Maryam, Thomo, Alex, Wadge, William W. (2009): Harnessing the power of "favorites" lists for recommendation systems. In: Proceedings of the 2009 ACM Conference on Recommender Systems , 2009, . pp. 289-292. https://dx.doi.org/10.1145/1639714.1639770
Tyler, Sarah K., Zhu, Shenghuo, Chi, Yun, Zhang, Yi (2009): Ordering innovators and laggards for product categorization and recommendation. In: Proceedings of the 2009 ACM Conference on Recommender Systems , 2009, . pp. 29-36. https://dx.doi.org/10.1145/1639714.1639721
Nanopoulos, Alexandros, Radovanovic;, A Milos, Ivanovic;, A Mirjana (2009): How does high dimensionality affect collaborative filtering?. In: Proceedings of the 2009 ACM Conference on Recommender Systems , 2009, . pp. 293-296. https://dx.doi.org/10.1145/1639714.1639771
Hart, Michael, Johnson, Rob, Stent, Amanda (2009): iTag: a personalized blog tagger. In: Proceedings of the 2009 ACM Conference on Recommender Systems , 2009, . pp. 297-300. https://dx.doi.org/10.1145/1639714.1639772
Wedel, Michel, Rust, Roland T., Chung, Tuck Siong (2009): Up close and personalized: a marketing view of recommendation systems. In: Proceedings of the 2009 ACM Conference on Recommender Systems , 2009, . pp. 3-4. https://dx.doi.org/10.1145/1639714.1639716
Semeraro, Giovanni, Lops, Pasquale, Basile, Pierpaolo, Gemmis, Marco de (2009): Knowledge infusion into content-based recommender systems. In: Proceedings of the 2009 ACM Conference on Recommender Systems , 2009, . pp. 301-304. https://dx.doi.org/10.1145/1639714.1639773
O'Mahony, Michael P., Smyth, Barry (2009): Learning to recommend helpful hotel reviews. In: Proceedings of the 2009 ACM Conference on Recommender Systems , 2009, . pp. 305-308. https://dx.doi.org/10.1145/1639714.1639774
Weimer, Markus, Karatzoglou, Alexandros, Bruch, Marcel (2009): Maximum margin matrix factorization for code recommendation. In: Proceedings of the 2009 ACM Conference on Recommender Systems , 2009, . pp. 309-312. https://dx.doi.org/10.1145/1639714.1639775
Campos, Luis M. de, Fernández-Luna, Juan M., Huete, Juan F., Rueda-Morales, Miguel A. (2009): Measuring predictive capability in collaborative filtering. In: Proceedings of the 2009 ACM Conference on Recommender Systems , 2009, . pp. 313-316. https://dx.doi.org/10.1145/1639714.1639776
Symeonidis, Panagiotis, Nanopoulos, Alexandros, Manolopoulos, Yannis (2009): MoviExplain: a recommender system with explanations. In: Proceedings of the 2009 ACM Conference on Recommender Systems , 2009, . pp. 317-320. https://dx.doi.org/10.1145/1639714.1639777
Seyerlehner, Klaus, Flexer, Arthur, Widmer, Gerhard (2009): On the limitations of browsing top-N recommender systems. In: Proceedings of the 2009 ACM Conference on Recommender Systems , 2009, . pp. 321-324. https://dx.doi.org/10.1145/1639714.1639778
Recio-García, Juan A., Jiménez-Díaz, Guillermo, Sanchez-Ruiz, Antonio A., Díaz-Agudo, Belén (2009): Personality aware recommendations to groups. In: Proceedings of the 2009 ACM Conference on Recommender Systems , 2009, . pp. 325-328. https://dx.doi.org/10.1145/1639714.1639779
Kawamae, Noriaki, Sakano, Hitoshi, Yamada, Takeshi (2009): Personalized recommendation based on the personal innovator degree. In: Proceedings of the 2009 ACM Conference on Recommender Systems , 2009, . pp. 329-332. https://dx.doi.org/10.1145/1639714.1639780
Givon, Sharon, Lavrenko, Victor (2009): Predicting social-tags for cold start book recommendations. In: Proceedings of the 2009 ACM Conference on Recommender Systems , 2009, . pp. 333-336. https://dx.doi.org/10.1145/1639714.1639781
Baskin, Jacob P., Krishnamurthi, Shriram (2009): Preference aggregation in group recommender systems for committee decision-making. In: Proceedings of the 2009 ACM Conference on Recommender Systems , 2009, . pp. 337-340. https://dx.doi.org/10.1145/1639714.1639782
Boutilier, Craig, Regan, Kevin, Viappiani, Paolo (2009): Preference elicitation with subjective features. In: Proceedings of the 2009 ACM Conference on Recommender Systems , 2009, . pp. 341-344. https://dx.doi.org/10.1145/1639714.1639783
Gansner, Emden, Hu, Yifan, Kobourov, Stephen, Volinsky, Chris (2009): Putting recommendations on the map: visualizing clusters and relations. In: Proceedings of the 2009 ACM Conference on Recommender Systems , 2009, . pp. 345-348. https://dx.doi.org/10.1145/1639714.1639784
Garcin, Florent, Faltings, Boi, Jurca, Radu, Joswig, Nadine (2009): Rating aggregation in collaborative filtering systems. In: Proceedings of the 2009 ACM Conference on Recommender Systems , 2009, . pp. 349-352. https://dx.doi.org/10.1145/1639714.1639785
Parameswaran, Aditya G., Garcia-Molina, Hector (2009): Recommendations with prerequisites. In: Proceedings of the 2009 ACM Conference on Recommender Systems , 2009, . pp. 353-356. https://dx.doi.org/10.1145/1639714.1639786
Conry, Don, Koren, Yehuda, Ramakrishnan, Naren (2009): Recommender systems for the conference paper assignment problem. In: Proceedings of the 2009 ACM Conference on Recommender Systems , 2009, . pp. 357-360. https://dx.doi.org/10.1145/1639714.1639787
Castagnos, Sylvain, Jones, Nicolas, Pu, Pearl (2009): Recommenders' influence on buyers' decision process. In: Proceedings of the 2009 ACM Conference on Recommender Systems , 2009, . pp. 361-364. https://dx.doi.org/10.1145/1639714.1639788
Brocco, Michele, Groh, Georg (2009): Team recommendation in open innovation networks. In: Proceedings of the 2009 ACM Conference on Recommender Systems , 2009, . pp. 365-368. https://dx.doi.org/10.1145/1639714.1639789
Umyarov, Akhmed, Tuzhilin, Alexander (2009): Improving rating estimation in recommender systems using aggregation- and variance-based h. In: Proceedings of the 2009 ACM Conference on Recommender Systems , 2009, . pp. 37-44. https://dx.doi.org/10.1145/1639714.1639722
Hadzic, Tarik, O'Sullivan, Barry (2009): Uncovering functional dependencies in MDD-compiled product catalogues. In: Proceedings of the 2009 ACM Conference on Recommender Systems , 2009, . pp. 377-380. https://dx.doi.org/10.1145/1639714.1639792
Knijnenburg, Bart P., Willemsen, Martijn C. (2009): Understanding the effect of adaptive preference elicitation methods on user satisfaction o. In: Proceedings of the 2009 ACM Conference on Recommender Systems , 2009, . pp. 381-384. https://dx.doi.org/10.1145/1639714.1639793
Phelan, Owen, McCarthy, Kevin, Smyth, Barry (2009): Using twitter to recommend real-time topical news. In: Proceedings of the 2009 ACM Conference on Recommender Systems , 2009, . pp. 385-388. https://dx.doi.org/10.1145/1639714.1639794
Lousame, Fabián P. P., Sanchez, Eduardo (2009): View-based recommender systems. In: Proceedings of the 2009 ACM Conference on Recommender Systems , 2009, . pp. 389-392. https://dx.doi.org/10.1145/1639714.1639795
Bitton, Ephrat (2009): A spatial model for collaborative filtering of comments in an online discussion forum. In: Proceedings of the 2009 ACM Conference on Recommender Systems , 2009, . pp. 393-396. https://dx.doi.org/10.1145/1639714.1639797
Zhang, Mi (2009): Enhancing diversity in Top-N recommendation. In: Proceedings of the 2009 ACM Conference on Recommender Systems , 2009, . pp. 397-400. https://dx.doi.org/10.1145/1639714.1639798
Nnadi, Nkechi J. (2009): Applying relevant set correlation clustering to multi-criteria recommender systems. In: Proceedings of the 2009 ACM Conference on Recommender Systems , 2009, . pp. 401-404. https://dx.doi.org/10.1145/1639714.1639799
Kaminskas, Marius (2009): Matching information content with music. In: Proceedings of the 2009 ACM Conference on Recommender Systems , 2009, . pp. 405-408. https://dx.doi.org/10.1145/1639714.1639800
Schubert, Monika (2009): Personalized query relaxations and repairs in knowledge-based recommendation. In: Proceedings of the 2009 ACM Conference on Recommender Systems , 2009, . pp. 409-412. https://dx.doi.org/10.1145/1639714.1639801
Tavakolifard, Mozhgan (2009): Situation-aware trust management. In: Proceedings of the 2009 ACM Conference on Recommender Systems , 2009, . pp. 413-416. https://dx.doi.org/10.1145/1639714.1639802
Tolomei, Gabriele (2009): Search the web x.0: mining and recommending web-mediated processes. In: Proceedings of the 2009 ACM Conference on Recommender Systems , 2009, . pp. 417-420. https://dx.doi.org/10.1145/1639714.1639803
Jannach, Dietmar, Geyer, Werner, Dugan, Casey, Freyne, Jill, Anand, Sarabjot Singh, Mobasher, Bamshad, Kobsa, Alfred (2009): Workshop on recommender systems and the social web. In: Proceedings of the 2009 ACM Conference on Recommender Systems , 2009, . pp. 421-422. https://dx.doi.org/10.1145/1639714.1639805
Adomavicius, Gediminas, Ricci, Francesco (2009): RecSys'09 workshop 3: workshop on context-aware recommender systems (CARS-2009). In: Proceedings of the 2009 ACM Conference on Recommender Systems , 2009, . pp. 423-424. https://dx.doi.org/10.1145/1639714.1639806
Gemmell, Jonathan, Ramezani, Maryam, Schimoler, Thomas, Christiansen, Laura, Mobasher, Bamshad (2009): The impact of ambiguity and redundancy on tag recommendation in folksonomies. In: Proceedings of the 2009 ACM Conference on Recommender Systems , 2009, . pp. 45-52. https://dx.doi.org/10.1145/1639714.1639724
Marlin, Benjamin M., Zemel, Richard S. (2009): Collaborative prediction and ranking with non-random missing data. In: Proceedings of the 2009 ACM Conference on Recommender Systems , 2009, . pp. 5-12. https://dx.doi.org/10.1145/1639714.1639717
Guy, Ido, Zwerdling, Naama, Carmel, David, Ronen, Inbal, Uziel, Erel, Yogev, Sivan, Ofek-Koifman, Shila (2009): Personalized recommendation of social software items based on social relations. In: Proceedings of the 2009 ACM Conference on Recommender Systems , 2009, . pp. 53-60. https://dx.doi.org/10.1145/1639714.1639725
Krestel, Ralf, Fankhauser, Peter, Nejdl, Wolfgang (2009): Latent dirichlet allocation for tag recommendation. In: Proceedings of the 2009 ACM Conference on Recommender Systems , 2009, . pp. 61-68. https://dx.doi.org/10.1145/1639714.1639726
Zhen, Yi, Li, Wu-Jun, Yeung, Dit-Yan (2009): TagiCoFi: tag informed collaborative filtering. In: Proceedings of the 2009 ACM Conference on Recommender Systems , 2009, . pp. 69-76. https://dx.doi.org/10.1145/1639714.1639727
Baraglia, Ranieri, Cacheda, Fidel, Carneiro, Victor, Fernandez, Diego, Formoso, Vreixo, Perego, Raffaele, Silvestri, Fabrizio (2009): Search shortcuts: a new approach to the recommendation of queries. In: Proceedings of the 2009 ACM Conference on Recommender Systems , 2009, . pp. 77-84. https://dx.doi.org/10.1145/1639714.1639729
Freyne, Jill, Jacovi, Michal, Guy, Ido, Geyer, Werner (2009): Increasing engagement through early recommender intervention. In: Proceedings of the 2009 ACM Conference on Recommender Systems , 2009, . pp. 85-92. https://dx.doi.org/10.1145/1639714.1639730
Pilászy, István, Tikk, Domonkos (2009): Recommending new movies: even a few ratings are more valuable than metadata. In: Proceedings of the 2009 ACM Conference on Recommender Systems , 2009, . pp. 93-100. https://dx.doi.org/10.1145/1639714.1639731
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