Proceedings of the 2009 ACM Conference on Recommender Systems

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ACM Press
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Year
2009
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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

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