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RecSys Tables of Contents: 070809101112131415

Proceedings of the 2009 ACM Conference on Recommender Systems

Fullname:Proceedings of the Third ACM Conference on Recommender Systems
Editors:Lawrence Bergman; Alex Tuzhilin; Robin Burke; Alexander Felfernig; Lars Schmidt-Thieme
Location:New York, New York
Dates:2009-Oct-23 to 2009-Oct-25
Standard No:ISBN: 1-60558-435-5, 978-1-60558-435-5; ACM DL: Table of Contents hcibib: RecSys09
Links:Conference Home Page
  1. Algorithms I
  2. Tags and social networks
  3. Applications
  4. Algorithms II
  5. Privacy and security
  6. Trust and evaluation
  7. Short papers
  8. Doctoral symposium
  9. Workshops
  10. Tutorials
Recsys'09 industrial keynote: top 10 lessons learned developing deploying and operating real-world recommender systems BIBAFull-Text 1-2
  Francisco J. Martin
Up close and personalized: a marketing view of recommendation systems BIBAFull-Text 3-4
  Michel Wedel; Roland T. Rust; Tuck Siong Chung
Collaborative prediction and ranking with non-random missing data BIBAFull-Text 5-12
  Benjamin M. Marlin; Richard S. Zemel

Algorithms I

A spatio-temporal approach to collaborative filtering BIBAFull-Text 13-20
  Zhengdong Lu; Deepak Agarwal; Inderjit S. Dhillon
Pairwise preference regression for cold-start recommendation BIBAFull-Text 21-28
  Seung-Taek Park; Wei Chu
Ordering innovators and laggards for product categorization and recommendation BIBAFull-Text 29-36
  Sarah K. Tyler; Shenghuo Zhu; Yun Chi; Yi Zhang
Improving rating estimation in recommender systems using aggregation- and variance-based hierarchical models BIBAFull-Text 37-44
  Akhmed Umyarov; Alexander Tuzhilin

Tags and social networks

The impact of ambiguity and redundancy on tag recommendation in folksonomies BIBAFull-Text 45-52
  Jonathan Gemmell; Maryam Ramezani; Thomas Schimoler; Laura Christiansen; Bamshad Mobasher
Personalized recommendation of social software items based on social relations BIBAFull-Text 53-60
  Ido Guy; Naama Zwerdling; David Carmel; Inbal Ronen; Erel Uziel; Sivan Yogev; Shila Ofek-Koifman
Latent dirichlet allocation for tag recommendation BIBAFull-Text 61-68
  Ralf Krestel; Peter Fankhauser; Wolfgang Nejdl
TagiCoFi: tag informed collaborative filtering BIBAFull-Text 69-76
  Yi Zhen; Wu-Jun Li; Dit-Yan Yeung


Search shortcuts: a new approach to the recommendation of queries BIBAFull-Text 77-84
  Ranieri Baraglia; Fidel Cacheda; Victor Carneiro; Diego Fernandez; Vreixo Formoso; Raffaele Perego; Fabrizio Silvestri
Increasing engagement through early recommender intervention BIBAFull-Text 85-92
  Jill Freyne; Michal Jacovi; Ido Guy; Werner Geyer
Recommending new movies: even a few ratings are more valuable than metadata BIBAFull-Text 93-100
  István Pilászy; Domonkos Tikk
Regret-based optimal recommendation sets in conversational recommender systems BIBAFull-Text 101-108
  Paolo Viappiani; Craig Boutilier

Algorithms II

Stacking recommendation engines with additional meta-features BIBAFull-Text 109-116
  Xinlong Bao; Lawrence Bergman; Rich Thompson
A unified approach to building hybrid recommender systems BIBAFull-Text 117-124
  Asela Gunawardana; Christopher Meek
Exploiting user similarity based on rated-item pools for improved user-based collaborative filtering BIBAFull-Text 125-132
  Yue Shi; Martha Larson; Alan Hanjalic
Assessment of conversation co-mentions as a resource for software module recommendation BIBAFull-Text 133-140
  Daniel Xiaodan Zhou; Paul Resnick

Privacy and security

Effective diverse and obfuscated attacks on model-based recommender systems BIBAFull-Text 141-148
  Zunping Cheng; Neil Hurley
Statistical attack detection BIBAFull-Text 149-156
  Neil Hurley; Zunping Cheng; Mi Zhang
Preserving privacy in collaborative filtering through distributed aggregation of offline profiles BIBAFull-Text 157-164
  Reza Shokri; Pedram Pedarsani; George Theodorakopoulos; Jean-Pierre Hubaux
Manipulation-resistant collaborative filtering systems BIBAFull-Text 165-172
  Benjamin Van Roy; Xiang Yan

Trust and evaluation

Rate it again: increasing recommendation accuracy by user re-rating BIBAFull-Text 173-180
  Xavier Amatriain; Josep M. Pujol; Nava Tintarev; Nuria Oliver
Using a trust network to improve top-N recommendation BIBAFull-Text 181-188
  Mohsen Jamali; Martin Ester
Learning to recommend with trust and distrust relationships BIBAFull-Text 189-196
  Hao Ma; Michael R. Lyu; Irwin King
Personalised and dynamic trust in social networks BIBAFull-Text 197-204
  Frank E. Walter; Stefano Battiston; Frank Schweitzer

Short papers

A case study on the effectiveness of recommendations in the mobile internet BIBAFull-Text 205-208
  Dietmar Jannach; Kolja Hegelich
A partial-order based active cache for recommender systems BIBAFull-Text 209-212
  Umar Qasim; Vincent Oria; Yi-Fang Brook Wu; Michael E. Houle; M. Tamer Özsu
A recommender system for dynamically evolving online forums BIBAFull-Text 213-216
  Carlos Castro-Herrera; Jane Cleland-Huang; Bamshad Mobasher
A semantic framework for personalized ad recommendation based on advanced textual analysis BIBAFull-Text 217-220
  Dorothea Tsatsou; Fotis Menemenis; Ioannis Kompatsiaris; Paul C. Davis
Acceptance issues of personality-based recommender systems BIBAFull-Text 221-224
  Rong Hu; Pearl Pu
Adaptive tradeoff explanations in conversational recommenders BIBAFull-Text 225-228
  Li Chen
An incentive-based architecture for social recommendations BIBAFull-Text 229-232
  Rajat Bhattacharjee; Ashish Goel; Konstantinos Kollias
Analysis of cold-start recommendations in IPTV systems BIBAFull-Text 233-236
  Paolo Cremonesi; Roberto Turrin
Collaborative filtering for social tagging systems: an experiment with CiteULike BIBAFull-Text 237-240
  Denis Parra; Peter Brusilovsky
Conceptual recommender system for CiteSeerX BIBAFull-Text 241-244
  Ajith Kodakateri Pudhiyaveetil; Susan Gauch; Hiep Luong; Josh Eno
Context-based splitting of item ratings in collaborative filtering BIBAFull-Text 245-248
  Linas Baltrunas; Francesco Ricci
Critiquing recommenders for public taste products BIBAFull-Text 249-252
  Pearl Pu; Maoan Zhou; Sylvain Castagnos
Donation dashboard: a recommender system for donation portfolios BIBAFull-Text 253-256
  Tavi Nathanson; Ephrat Bitton; Ken Goldberg
DynamicTV: a culture-aware recommender BIBAFull-Text 257-260
  Fabrizio Antonelli; Gianluca Francini; Marina Geymonat; Skjalg Lepsøy
Ensemble methods for improving the performance of neighborhood-based collaborative filtering BIBAFull-Text 261-264
  Alon Schclar; Alexander Tsikinovsky; Lior Rokach; Amnon Meisels; Liat Antwarg
Experimental comparison of pre- vs. post-filtering approaches in context-aware recommender systems BIBAFull-Text 265-268
  Umberto Panniello; Alexander Tuzhilin; Michele Gorgoglione; Cosimo Palmisano; Anto Pedone
FeedbackTrust: using feedback effects in trust-based recommendation systems BIBAFull-Text 269-272
  Samaneh Moghaddam; Mohsen Jamali; Martin Ester; Jafar Habibi
FriendSensing: recommending friends using mobile phones BIBAFull-Text 273-276
  Daniele Quercia; Licia Capra
Generating comparative descriptions of places of interest in the tourism domain BIBAFull-Text 277-280
  Berardina De Carolis; Nicole Novielli; Vito Leonardo Plantamura; Enrica Gentile
Generating transparent, steerable recommendations from textual descriptions of items BIBAFull-Text 281-284
  Stephen J. Green; Paul Lamere; Jeffrey Alexander; François Maillet; Susanna Kirk; Jessica Holt; Jackie Bourque; Xiao-Wen Mak
Getting recommender systems to think outside the box BIBAFull-Text 285-288
  Zeinab Abbassi; Sihem Amer-Yahia; Laks V. S. Lakshmanan; Sergei Vassilvitskii; Cong Yu
Harnessing the power of "favorites" lists for recommendation systems BIBAFull-Text 289-292
  Maryam Khezrzadeh; Alex Thomo; William W. Wadge
How does high dimensionality affect collaborative filtering? BIBAFull-Text 293-296
  Alexandros Nanopoulos; A Milos Radovanovic; A Mirjana Ivanovic
iTag: a personalized blog tagger BIBAFull-Text 297-300
  Michael Hart; Rob Johnson; Amanda Stent
Knowledge infusion into content-based recommender systems BIBAFull-Text 301-304
  Giovanni Semeraro; Pasquale Lops; Pierpaolo Basile; Marco de Gemmis
Learning to recommend helpful hotel reviews BIBAFull-Text 305-308
  Michael P. O'Mahony; Barry Smyth
Maximum margin matrix factorization for code recommendation BIBAFull-Text 309-312
  Markus Weimer; Alexandros Karatzoglou; Marcel Bruch
Measuring predictive capability in collaborative filtering BIBAFull-Text 313-316
  Luis M. de Campos; Juan M. Fernandez-Luna; Juan F. Huete; Miguel A. Rueda-Morales
MoviExplain: a recommender system with explanations BIBAFull-Text 317-320
  Panagiotis Symeonidis; Alexandros Nanopoulos; Yannis Manolopoulos
On the limitations of browsing top-N recommender systems BIBAFull-Text 321-324
  Klaus Seyerlehner; Arthur Flexer; Gerhard Widmer
Personality aware recommendations to groups BIBAFull-Text 325-328
  Juan A. Recio-Garcia; Guillermo Jimenez-Diaz; Antonio A. Sanchez-Ruiz; Belen Diaz-Agudo
Personalized recommendation based on the personal innovator degree BIBAFull-Text 329-332
  Noriaki Kawamae; Hitoshi Sakano; Takeshi Yamada
Predicting social-tags for cold start book recommendations BIBAFull-Text 333-336
  Sharon Givon; Victor Lavrenko
Preference aggregation in group recommender systems for committee decision-making BIBAFull-Text 337-340
  Jacob P. Baskin; Shriram Krishnamurthi
Preference elicitation with subjective features BIBAFull-Text 341-344
  Craig Boutilier; Kevin Regan; Paolo Viappiani
Putting recommendations on the map: visualizing clusters and relations BIBAFull-Text 345-348
  Emden Gansner; Yifan Hu; Stephen Kobourov; Chris Volinsky
Rating aggregation in collaborative filtering systems BIBAFull-Text 349-352
  Florent Garcin; Boi Faltings; Radu Jurca; Nadine Joswig
Recommendations with prerequisites BIBAFull-Text 353-356
  Aditya G. Parameswaran; Hector Garcia-Molina
Recommender systems for the conference paper assignment problem BIBAFull-Text 357-360
  Don Conry; Yehuda Koren; Naren Ramakrishnan
Recommenders' influence on buyers' decision process BIBAFull-Text 361-364
  Sylvain Castagnos; Nicolas Jones; Pearl Pu
Team recommendation in open innovation networks BIBAFull-Text 365-368
  Michele Brocco; Georg Groh
Testing and evaluating tag recommenders in a live system BIBAFull-Text 369-372
  Robert Jäschke; Folke Eisterlehner; Andreas Hotho; Gerd Stumme
The 3A contextual ranking system: simultaneously recommending actors, assets, and group activities BIBAFull-Text 373-376
  Sandy El Helou; Christophe Salzmann; Stéphane Sire; Denis Gillet
Uncovering functional dependencies in MDD-compiled product catalogues BIBAFull-Text 377-380
  Tarik Hadzic; Barry O'Sullivan
Understanding the effect of adaptive preference elicitation methods on user satisfaction of a recommender system BIBAFull-Text 381-384
  Bart P. Knijnenburg; Martijn C. Willemsen
Using twitter to recommend real-time topical news BIBAFull-Text 385-388
  Owen Phelan; Kevin McCarthy; Barry Smyth
View-based recommender systems BIBAFull-Text 389-392
  Fabián P. P. Lousame; Eduardo Sánchez

Doctoral symposium

A spatial model for collaborative filtering of comments in an online discussion forum BIBAFull-Text 393-396
  Ephrat Bitton
Enhancing diversity in Top-N recommendation BIBAFull-Text 397-400
  Mi Zhang
Applying relevant set correlation clustering to multi-criteria recommender systems BIBAFull-Text 401-404
  Nkechi J. Nnadi
Matching information content with music BIBAFull-Text 405-408
  Marius Kaminskas
Personalized query relaxations and repairs in knowledge-based recommendation BIBAFull-Text 409-412
  Monika Schubert
Situation-aware trust management BIBAFull-Text 413-416
  Mozhgan Tavakolifard
Search the web x.0: mining and recommending web-mediated processes BIBAFull-Text 417-420
  Gabriele Tolomei


Workshop on recommender systems and the social web BIBFull-Text 421-422
  Dietmar Jannach; Werner Geyer; Casey Dugan; Jill Freyne; Sarabjot Singh Anand; Bamshad Mobasher; Alfred Kobsa
RecSys'09 workshop 3: workshop on context-aware recommender systems (CARS-2009) BIBFull-Text 423-424
  Gediminas Adomavicius; Francesco Ricci


Tutorial on using social trust for recommender systems BIBAFull-Text 425-426
  Jennifer Golbeck