Proceedings of the 2009 ACM Conference on Recommender Systems

Publisher
ACM Press
Website
Year
2009
Period
Place
ISBN
Series
RecSys - International Conference on Recommender Systems
DOI
Volume
Copyright info

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

All years

Articles

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. http://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. http://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. http://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. http://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. http://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. http://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. http://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. http://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. http://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. http://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. http://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. http://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. http://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. http://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. http://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. http://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. http://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. http://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. http://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. http://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. http://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. http://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. http://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. http://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. http://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. http://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. http://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. http://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. http://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. http://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. http://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. http://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. http://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. http://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. http://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. http://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. http://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. http://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. http://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. http://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. http://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. http://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. http://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. http://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. http://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. http://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. http://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. http://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. http://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. http://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. http://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. http://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. http://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. http://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. http://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. http://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. http://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. http://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. http://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. http://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. http://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. http://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. http://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. http://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. http://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. http://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. http://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. http://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. http://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. http://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. http://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. http://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. http://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. http://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. http://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. http://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. http://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. http://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. http://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. http://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. http://dx.doi.org/10.1145/1639714.1639731