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RecSys Tables of Contents: 070809101112131415

Proceedings of the 2011 ACM Conference on Recommender Systems

Fullname:Proceedings of the Fifth ACM Conference on Recommender Systems
Editors:Bamshad Mobasher; Robin Burke; Dietmar Jannach; Gediminas Adomavicius
Location:Chicago, Illinois
Dates:2011-Oct-23 to 2011-Oct-27
Publisher:ACM
Standard No:ISBN: 1-4503-0683-7, 978-1-4503-0683-6; ACM DL: Table of Contents hcibib: RecSys11
Papers:75
Pages:398
Links:Conference Home Page
  1. Keynote talks
  2. Invited tutorials: tutorial program
  3. Algorithms
  4. Recommenders and the social web
  5. Multi-dimensional recommendation, context-awareness and group recommendation
  6. Methodological issues, evaluation metrics and tools
  7. Human factors
  8. Emerging recommendation domains
  9. Poster session 1
  10. Poster session 2
  11. Industry half-day session: demos and speaker Lapers
  12. Doctoral symposium
  13. Workshop outlines

Keynote talks

Recommender systems at the long tail BIBAFull-Text 1-6
  Neel Sundaresan

Invited tutorials: tutorial program

Music recommendation and discovery revisited BIBAFull-Text 7-8
  Oscar Celma; Paul Lamere
Robustness of recommender systems BIBAFull-Text 9-10
  Neil J. Hurley
Recommendations as a conversation with the user BIBAFull-Text 11-12
  Daniel Tunkelang

Algorithms

Generalizing matrix factorization through flexible regression priors BIBAFull-Text 13-20
  Liang Zhang; Deepak Agarwal; Bee-Chung Chen
Modeling item selection and relevance for accurate recommendations: a Bayesian approach BIBAFull-Text 21-28
  Nicola Barbieri; Gianni Costa; Giuseppe Manco; Riccardo Ortale
Shared collaborative filtering BIBAFull-Text 29-36
  Yu Zhao; Xinping Feng; Jianqiang Li; Bo Liu
Wisdom of the better few: cold start recommendation via representative based rating elicitation BIBAFull-Text 37-44
  Nathan N. Liu; Xiangrui Meng; Chao Liu; Qiang Yang

Recommenders and the social web

Personalized PageRank vectors for tag recommendations: inside FolkRank BIBAFull-Text 45-52
  Heung-Nam Kim; Abdulmotaleb El Saddik
A generalized stochastic block model for recommendation in social rating networks BIBAFull-Text 53-60
  Mohsen Jamali; Tianle Huang; Martin Ester
Product recommendation and rating prediction based on multi-modal social networks BIBAFull-Text 61-68
  Panagiotis Symeonidis; Eleftherios Tiakas; Yannis Manolopoulos
Distributed rating prediction in user generated content streams BIBAFull-Text 69-76
  Sibren Isaacman; Stratis Ioannidis; Augustin Chaintreau; Margaret Martonosi

Multi-dimensional recommendation, context-awareness and group recommendation

Multi-criteria service recommendation based on user criteria preferences BIBAFull-Text 77-84
  Liwei Liu; Nikolay Mehandjiev; Dong-Ling Xu
The effect of context-aware recommendations on customer purchasing behavior and trust BIBAFull-Text 85-92
  Michele Gorgoglione; Umberto Panniello; Alexander Tuzhilin
Random walk based entity ranking on graph for multidimensional recommendation BIBAFull-Text 93-100
  Sangkeun Lee; Sang-il Song; Minsuk Kahng; Dongjoo Lee; Sang-goo Lee
Group recommendation using feature space representing behavioral tendency and power balance among members BIBAFull-Text 101-108
  Shunichi Seko; Takashi Yagi; Manabu Motegi; Shinyo Muto

Methodological issues, evaluation metrics and tools

Rank and relevance in novelty and diversity metrics for recommender systems BIBAFull-Text 109-116
  Saúl Vargas; Pablo Castells
OrdRec: an ordinal model for predicting personalized item rating distributions BIBAFull-Text 117-124
  Yehuda Koren; Joe Sill
Item popularity and recommendation accuracy BIBAFull-Text 125-132
  Harald Steck
Rethinking the recommender research ecosystem: reproducibility, openness, and LensKit BIBAFull-Text 133-140
  Michael D. Ekstrand; Michael Ludwig; Joseph A. Konstan; John T. Riedl

Human factors

Each to his own: how different users call for different interaction methods in recommender systems BIBAFull-Text 141-148
  Bart P. Knijnenburg; Niels J. M. Reijmer; Martijn C. Willemsen
Rating: how difficult is it? BIBAFull-Text 149-156
  E. Isaac Sparling; Shilad Sen
A user-centric evaluation framework for recommender systems BIBAFull-Text 157-164
  Pearl Pu; Li Chen; Rong Hu

Emerging recommendation domains

Yahoo! music recommendations: modeling music ratings with temporal dynamics and item taxonomy BIBAFull-Text 165-172
  Noam Koenigstein; Gideon Dror; Yehuda Koren
CrimeWalker: a recommendation model for suspect investigation BIBAFull-Text 173-180
  Mohammad A. Tayebi; Mohsen Jamali; Martin Ester; Uwe Glässer; Richard Frank
Personalized activity streams: sifting through the "river of news" BIBAFull-Text 181-188
  Ido Guy; Inbal Ronen; Ariel Raviv

Poster session 1

Social link recommendation by learning hidden topics BIBAFull-Text 189-196
  Masoud Makrehchi
Enhancing collaborative filtering systems with personality information BIBAFull-Text 197-204
  Rong Hu; Pearl Pu
A market-based approach to address the new item problem BIBAFull-Text 205-212
  Sarabjot Singh Anand; Nathan Griffiths
My head is your tail: applying link analysis on long-tailed music listening behavior for music recommendation BIBAFull-Text 213-220
  Kibeom Lee; Kyogu Lee
Multi-value probabilistic matrix factorization for IP-TV recommendations BIBAFull-Text 221-228
  Yu Xin; Harald Steck
A probabilistic definition of item similarity BIBAFull-Text 229-236
  Oliver Jojic; Manu Shukla; Niranjan Bhosarekar
The "top N" news recommender: count distortion and manipulation resistance BIBAFull-Text 237-244
  Shankar Prawesh; Balaji Padmanabhan
Factorization vs. regularization: fusing heterogeneous social relationships in top-n recommendation BIBAFull-Text 245-252
  Quan Yuan; Li Chen; Shiwan Zhao

Poster session 2

Recommending music for places of interest in a mobile travel guide BIBAFull-Text 253-256
  Matthias Braunhofer; Marius Kaminskas; Francesco Ricci
Adaptive social similarities for recommender systems BIBAFull-Text 257-260
  Le Yu; Rong Pan; Zhangfeng Li
Content-boosted matrix factorization for recommender systems: experiments with recipe recommendation BIBAFull-Text 261-264
  Peter Forbes; Mu Zhu
Interactive multi-party critiquing for group recommendation BIBAFull-Text 265-268
  Francesca Guzzi; Francesco Ricci; Robin Burke
A model for proactivity in mobile, context-aware recommender systems BIBAFull-Text 273-276
  Wolfgang Woerndl; Johannes Huebner; Roland Bader; Daniel Gallego-Vico
Effective event discovery: using location and social information for scoping event recommendations BIBAFull-Text 277-280
  Elizabeth M. Daly; Werner Geyer
Collaborative filtering with collective training BIBAFull-Text 281-284
  Yong Ge; Hui Xiong; Alexander Tuzhilin; Qi Liu
Using Wikipedia to boost collaborative filtering techniques BIBAFull-Text 285-288
  Gilad Katz; Nir Ofek; Bracha Shapira; Lior Rokach; Guy Shani
Semi-SAD: applying semi-supervised learning to shilling attack detection BIBAFull-Text 289-292
  Zhiang Wu; Jie Cao; Bo Mao; Youquan Wang
Leveraging the LinkedIn social network data for extracting content-based user profiles BIBAFull-Text 293-296
  Pasquale Lops; Marco de Gemmis; Giovanni Semeraro; Fedelucio Narducci; Cataldo Musto
Applications of the conjugate gradient method for implicit feedback collaborative filtering BIBAFull-Text 297-300
  Gábor Takács; István Pilászy; Domonkos Tikk
Matrix factorization techniques for context aware recommendation BIBAFull-Text 301-304
  Linas Baltrunas; Bernd Ludwig; Francesco Ricci
MyMediaLite: a free recommender system library BIBAFull-Text 305-308
  Zeno Gantner; Steffen Rendle; Christoph Freudenthaler; Lars Schmidt-Thieme
Towards a more realistic evaluation: testing the ability to predict future tastes of matrix factorization-based recommenders BIBAFull-Text 309-312
  Pedro G. Campos; Fernando Díez; Manuel Sánchez-Montañés
Collaborative temporal order modeling BIBAFull-Text 313-316
  Alexandros Karatzoglou
LOGO: a long-short user interest integration in personalized news recommendation BIBAFull-Text 317-320
  Lei Li; Li Zheng; Tao Li
A pragmatic procedure to support the user-centric evaluation of recommender systems BIBAFull-Text 321-324
  Bart P. Knijnenburg; Martijn C. Willemsen; Alfred Kobsa
Machine learned job recommendation BIBAFull-Text 325-328
  Ioannis Paparrizos; B. Barla Cambazoglu; Aristides Gionis
Utilizing related products for post-purchase recommendation in e-commerce BIBAFull-Text 329-332
  Jian Wang; Badrul Sarwar; Neel Sundaresan
Precision-oriented evaluation of recommender systems: an algorithmic comparison BIBAFull-Text 333-336
  Alejandro Bellogin; Pablo Castells; Ivan Cantador
Power to the people: exploring neighbourhood formations in social recommender system BIBAFull-Text 337-340
  Steven Bourke; Kevin McCarthy; Barry Smyth
Stochastic matching and collaborative filtering to recommend people to people BIBAFull-Text 341-344
  Luiz Augusto Pizzato; Cameron Silvestrini
Recommendations in social media for brand monitoring BIBAFull-Text 345-348
  Shanchan Wu; William Rand; Louiqa Raschid

Industry half-day session: demos and speaker Lapers

LensKit: a modular recommender framework BIBAFull-Text 349-350
  Michael D. Ekstrand; Michael Ludwig; Jack Kolb; John T. Riedl
myMicSound: an online sound-based microphone recommendation system BIBFull-Text 351-352
  Andrew T. Sabin; Chun Liang Chan
Recommenders benchmark framework BIBAFull-Text 353-354
  Aviram Dayan; Guy Katz; Naseem Biasdi; Lior Rokach; Bracha Shapira; Aykan Aydin; Roland Schwaiger; Radmila Fishel

Doctoral symposium

Using canonical correlation analysis for generalized sentiment analysis, product recommendation and search BIBAFull-Text 355-358
  Siamak Faridani
Design guidelines for mobile group recommender systems to handle inaccurate or missing location data BIBAFull-Text 359-362
  Markus Tschersich
Interface and interaction design for group and social recommender systems BIBAFull-Text 363-366
  Yu Chen
Intelligent web usage clustering based recommender system BIBAFull-Text 367-370
  Shafiq Alam
Predicting performance in recommender systems BIBAFull-Text 371-374
  Alejandro Bellogin
Anchoring effects of recommender systems BIBAFull-Text 375-378
  Jingjing Zhang

Workshop outlines

3rd workshop on context-aware recommender systems (CARS 2011) BIBAFull-Text 379-380
  Gediminas Adomavicius; Linas Baltrunas; Tim Hussein; Francesco Ricci; Alexander Tuzhilin
WOMRAD: 2nd workshop on music recommendation and discovery BIBAFull-Text 381-382
  Amélie Anglade; Òscar Celma; Ben Fields; Paul Lamere; Brian McFee
3rd workshop on recommender systems and the social web BIBAFull-Text 383-384
  Jill Freyne; Sarabjot Singh Anand; Ido Guy; Andreas Hotho
Challenge on context-aware movie recommendation: CAMRa2011 BIBAFull-Text 385-386
  Alan Said; Shlomo Berkovsky; Ernesto William De Luca; Jannis Hermanns
Second workshop on information heterogeneity and fusion in recommender systems (HetRec2011) BIBFull-Text 387-388
  Ivan Cantador; Peter Brusilovsky; Tsvi Kuflik
RecSys'11 workshop on human decision making in recommender systems BIBAFull-Text 389-390
  Alexander Felfernig; Li Chen; Monika Mandl
RecSys'11 workshop outline PeMA 2011: personalization in mobile applications BIBAFull-Text 391-392
  Neal Lathia; Daniele Quercia; Licia Capra; Jon Crowcroft
Workshop on novelty and diversity in recommender systems -- DiveRS 2011 BIBAFull-Text 393-394
  Pablo Castells; Jun Wang; Rubén Lara; Dell Zhang
UCERSTI 2: second workshop on user-centric evaluation of recommender systems and their interfaces BIBFull-Text 395-396
  Martijn Willemsen; Dirk Bollen; Michael Ekstrand