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RecSys Tables of Contents: 070809101112131415

Proceedings of the 2013 ACM Conference on Recommender Systems

Fullname:Proceedings of the 7th ACM conference on Recommender systems
Editors:Qiang Yang; Irwin King; Qing Li; Pearl Pu; George Karypis
Location:Hong Kong, China
Dates:2013-Oct-12 to 2013-Oct-16
Publisher:ACM
Standard No:ISBN: 978-1-4503-2409-0; ACM DL: Table of Contents; hcibib: RecSys13
Papers:98
Pages:498
Links:Conference Website
  1. Technical session: context-aware
  2. Technical session: methods, algorithms, and theory I
  3. Technical session: social media and recommender systems
  4. Technical session: media recommendation
  5. Technical session: user experience
  6. Technical session: beyond ratings
  7. Technical session: methods, algorithms, and theory II
  8. Technical session: scalability
  9. Industry session
  10. Poster session
  11. Doctoral symposium
  12. Demonstrations
  13. Workshops
  14. Tutorials

Technical session: context-aware

Context-aware review helpfulness rating prediction BIBAFull-Text 1-8
  Jiliang Tang; Huiji Gao; Xia Hu; Huan Liu
Query-driven context aware recommendation BIBAFull-Text 9-16
  Negar Hariri; Bamshad Mobasher; Robin Burke
Location-aware music recommendation using auto-tagging and hybrid matching BIBAFull-Text 17-24
  Marius Kaminskas; Francesco Ricci; Markus Schedl
Spatial topic modeling in online social media for location recommendation BIBAFull-Text 25-32
  Bo Hu; Martin Ester

Technical session: methods, algorithms, and theory I

Orthogonal query recommendation BIBAFull-Text 33-40
  Hossein Vahabi; Margareta Ackerman; David Loker; Ricardo Baeza-Yates; Alejandro Lopez-Ortiz
Understanding and improving relational matrix factorization in recommender systems BIBAFull-Text 41-48
  Li Pu; Boi Faltings
Retargeted matrix factorization for collaborative filtering BIBAFull-Text 49-56
  Oluwasanmi Koyejo; Sreangsu Acharyya; Joydeep Ghosh
Trading-off among accuracy, similarity, diversity, and long-tail: a graph-based recommendation approach BIBAFull-Text 57-64
  Lei Shi
Nonlinear latent factorization by embedding multiple user interests BIBAFull-Text 65-68
  Jason Weston; Ron J. Weiss; Hector Yee

Technical session: social media and recommender systems

Diffusion-aware personalized social update recommendation BIBAFull-Text 69-76
  Ye Pan; Feng Cong; Kailong Chen; Yong Yu
Recommending branded products from social media BIBAFull-Text 77-84
  Yongzheng Zhang; Marco Pennacchiotti
Top-N recommendations from implicit feedback leveraging linked open data BIBAFull-Text 85-92
  Vito Claudio Ostuni; Tommaso Di Noia; Eugenio Di Sciascio; Roberto Mirizzi
Exploring temporal effects for location recommendation on location-based social networks BIBAFull-Text 93-100
  Huiji Gao; Jiliang Tang; Xia Hu; Huan Liu
The curated web: a recommendation challenge BIBAFull-Text 101-104
  Zurina Saaya; Rachael Rafter; Markus Schaal; Barry Smyth

Technical session: media recommendation

Personalized news recommendation with context trees BIBAFull-Text 105-112
  Florent Garcin; Christos Dimitrakakis; Boi Faltings
What to read next?: making personalized book recommendations for K-12 users BIBAFull-Text 113-120
  Maria Soledad Pera; Yiu-Kai Ng
Movie recommender system for profit maximization BIBAFull-Text 121-128
  Amos Azaria; Avinatan Hassidim; Sarit Kraus; Adi Eshkol; Ofer Weintraub; Irit Netanely
Xbox movies recommendations: variational Bayes matrix factorization with embedded feature selection BIBAFull-Text 129-136
  Noam Koenigstein; Ulrich Paquet
Personalized next-song recommendation in online karaokes BIBAFull-Text 137-140
  Xiang Wu; Qi Liu; Enhong Chen; Liang He; Jingsong Lv; Can Cao; Guoping Hu

Technical session: user experience

Topic diversity in tag recommendation BIBAFull-Text 141-148
  Fabiano Belém; Rodrygo Santos; Jussara Almeida; Marcos Gonçalves
Rating support interfaces to improve user experience and recommender accuracy BIBAFull-Text 149-156
  Tien T. Nguyen; Daniel Kluver; Ting-Yu Wang; Pik-Mai Hui; Michael D. Ekstrand; Martijn C. Willemsen; John Riedl
ReComment: towards critiquing-based recommendation with speech interaction BIBAFull-Text 157-164
  Peter Grasch; Alexander Felfernig; Florian Reinfrank
Hidden factors and hidden topics: understanding rating dimensions with review text BIBAFull-Text 165-172
  Julian McAuley; Jure Leskovec
Improving augmented reality using recommender systems BIBAFull-Text 173-176
  Zhuo Zhang; Shang Shang; Sanjeev R. Kulkarni; Pan Hui

Technical session: beyond ratings

Exploiting non-content preference attributes through hybrid recommendation method BIBAFull-Text 177-184
  Fernando Mourão; Leonardo Rocha; Joseph A. Konstan; Wagner, Jr. Meira
Hybrid event recommendation using linked data and user diversity BIBAFull-Text 185-192
  Houda Khrouf; Raphaël Troncy
Pairwise learning in recommendation: experiments with community recommendation on LinkedIn BIBAFull-Text 193-200
  Amit Sharma; Baoshi Yan
Which app will you use next?: collaborative filtering with interactional context BIBAFull-Text 201-208
  Nagarajan Natarajan; Donghyuk Shin; Inderjit S. Dhillon
A food recommender for patients in a care facility BIBAFull-Text 209-212
  Toon De Pessemier; Simon Dooms; Luc Martens

Technical session: methods, algorithms, and theory II

Evaluation of recommendations: rating-prediction and ranking BIBAFull-Text 213-220
  Harald Steck
You are what you consume: a Bayesian method for personalized recommendations BIBAFull-Text 221-228
  Konstantinos Babas; Georgios Chalkiadakis; Evangelos Tripolitakis
To personalize or not: a risk management perspective BIBAFull-Text 229-236
  Weinan Zhang; Jun Wang; Bowei Chen; Xiaoxue Zhao
Online multi-task collaborative filtering for on-the-fly recommender systems BIBAFull-Text 237-244
  Jialei Wang; Steven C. H. Hoi; Peilin Zhao; Zhi-Yong Liu
Learning to rank recommendations with the k-order statistic loss BIBAFull-Text 245-248
  Jason Weston; Hector Yee; Ron J. Weiss

Technical session: scalability

A fast parallel SGD for matrix factorization in shared memory systems BIBAFull-Text 249-256
  Yong Zhuang; Wei-Sheng Chin; Yu-Chin Juan; Chih-Jen Lin
DrunkardMob: billions of random walks on just a PC BIBAFull-Text 257-264
  Aapo Kyrola
Using maximum coverage to optimize recommendation systems in e-commerce BIBAFull-Text 265-272
  Mikael Hammar; Robin Karlsson; Bengt J. Nilsson
Efficient top-n recommendation for very large scale binary rated datasets BIBAFull-Text 273-280
  Fabio Aiolli
Distributed matrix factorization with mapreduce using a series of broadcast-joins BIBAFull-Text 281-284
  Sebastian Schelter; Christoph Boden; Martin Schenck; Alexander Alexandrov; Volker Markl

Industry session

Catch-up TV recommendations: show old favourites and find new ones BIBAFull-Text 285-294
  Mengxi Xu; Shlomo Berkovsky; Sebastien Ardon; Sipat Triukose; Anirban Mahanti; Irena Koprinska
Generating supplemental content information using virtual profiles BIBAFull-Text 295-302
  Haishan Liu; Mohammad Amin; Baoshi Yan; Anmol Bhasin

Poster session

A people-to-people content-based reciprocal recommender using hidden Markov models BIBAFull-Text 303-306
  Ammar Alanazi; Michael Bain
Acquiring user profiles from implicit feedback in a conversational recommender system BIBAFull-Text 307-310
  Henry Blanco; Francesco Ricci
A system for advice provision in multiple prospect-selection problems BIBAFull-Text 311-314
  Amos Azaria; Sarit Kraus; Ariella Richardson
Clustering-based factorized collaborative filtering BIBAFull-Text 315-318
  Nima Mirbakhsh; Charles X. Ling
Cross social networks interests predictions based ongraph features BIBAFull-Text 319-322
  Amit Tiroshi; Shlomo Berkovsky; Mohamed Ali Kaafar; Terence Chen; Tsvi Kuflik
Differential data analysis for recommender systems BIBAFull-Text 323-326
  Richard Chow; Hongxia Jin; Bart Knijnenburg; Gokay Saldamli
Effectiveness of the data generated on different time in latent factor model BIBAFull-Text 327-330
  Qianru Zheng; Horace H. S. Ip
Interview process learning for top-n recommendation BIBAFull-Text 331-334
  Fangwei Hu; Yong Yu
Escape the bubble: guided exploration of music preferences for serendipity and novelty BIBAFull-Text 335-338
  Maria Taramigkou; Efthimios Bothos; Konstantinos Christidis; Dimitris Apostolou; Gregoris Mentzas
Evaluating top-n recommendations "when the best are gone" BIBAFull-Text 339-342
  Paolo Cremonesi; Franca Garzotto; Massimo Quadrana
An analysis of tag-recommender evaluation procedures BIBAFull-Text 343-346
  Stephan Doerfel; Robert Jäschke
Recommendation in heterogeneous information networks with implicit user feedback BIBAFull-Text 347-350
  Xiao Yu; Xiang Ren; Yizhou Sun; Bradley Sturt; Urvashi Khandelwal; Quanquan Gu; Brandon Norick; Jiawei Han
Recommendation opportunities: improving item prediction using weighted percentile methods in collaborative filtering systems BIBAFull-Text 351-354
  Panagiotis Adamopoulos; Alexander Tuzhilin
Improving user profile with personality traits predicted from social media content BIBAFull-Text 355-358
  Rui Gao; Bibo Hao; Shuotian Bai; Lin Li; Ang Li; Tingshao Zhu
Leveraging the citation graph to recommend keywords BIBAFull-Text 359-362
  Ido Blank; Lior Rokach; Guy Shani
Local context modeling with semantic pre-filtering BIBAFull-Text 363-366
  Victor Codina; Francesco Ricci; Luigi Ceccaroni
Musical recommendations and personalization in a social network BIBAFull-Text 367-370
  Dmitry Bugaychenko; Alexandr Dzuba
Not by search alone: how recommendations complement search results BIBAFull-Text 371-374
  Daria Dzyabura; Alex Tuzhilin
OFF-set: one-pass factorization of feature sets for online recommendation in persistent cold start settings BIBAFull-Text 375-378
  Michal Aharon; Natalie Aizenberg; Edward Bortnikov; Ronny Lempel; Roi Adadi; Tomer Benyamini; Liron Levin; Ran Roth; Ohad Serfaty
Personalised ranking with diversity BIBAFull-Text 379-382
  Neil J. Hurley
Prior ratings: a new information source for recommender systems in e-commerce BIBAFull-Text 383-386
  Guibing Guo; Jie Zhang; Daniel Thalmann; Neil Yorke-Smith
Probabilistic collaborative filtering with negative cross entropy BIBAFull-Text 387-390
  Alejandro Bellogin; Javier Parapar; Pablo Castells
Recommending improved configurations for complex objects with an application in travel planning BIBAFull-Text 391-394
  Amihai Savir; Ronen Brafman; Guy Shani
Recommending patents based on latent topics BIBAFull-Text 395-398
  Ralf Krestel; Padhraic Smyth
Recommending scientific articles using bi-relational graph-based iterative RWR BIBAFull-Text 399-402
  Geng Tian; Liping Jing
Sample selection for MCMC-based recommender systems BIBAFull-Text 403-406
  Thierry Silbermann; Immanuel Bayer; Steffen Rendle
Selecting content-based features for collaborative filtering recommenders BIBAFull-Text 407-410
  Royi Ronen; Noam Koenigstein; Elad Ziklik; Nir Nice
Sentimental product recommendation BIBAFull-Text 411-414
  Ruihai Dong; Michael P. O'Mahony; Markus Schaal; Kevin McCarthy; Barry Smyth
Set-oriented personalized ranking for diversified top-n recommendation BIBAFull-Text 415-418
  Ruilong Su; Li'Ang Yin; Kailong Chen; Yong Yu
Towards scalable and accurate item-oriented recommendations BIBAFull-Text 419-422
  Noam Koenigstein; Yehuda Koren
Using geospatial metadata to boost collaborative filtering BIBAFull-Text 423-426
  Alexander Ostrikov; Lior Rokach; Bracha Shapira
When power users attack: assessing impacts in collaborative recommender systems BIBAFull-Text 427-430
  David C. Wilson; Carlos E. Seminario
xCLiMF: optimizing expected reciprocal rank for data with multiple levels of relevance BIBAFull-Text 431-434
  Yue Shi; Alexandros Karatzoglou; Linas Baltrunas; Martha Larson; Alan Hanjalic
Evolving friend lists in social networks BIBAFull-Text 435-438
  Jacob W. Bartel; Prasun Dewan
Exploratory and interactive daily deals recommendation BIBAFull-Text 439-442
  Anisio Lacerda; Adriano Veloso; Nivio Ziviani

Doctoral symposium

Dynamic generation of personalized hybrid recommender systems BIBAFull-Text 443-446
  Simon Dooms
Accuracy and robustness impacts of power user attacks on collaborative recommender systems BIBAFull-Text 447-450
  Carlos E. Seminario
Integrating trust and similarity to ameliorate the data sparsity and cold start for recommender systems BIBAFull-Text 451-454
  Guibing Guo
Agent-based computational investing recommender system BIBAFull-Text 455-458
  Mona Taghavi; Kaveh Bakhtiyari; Edgar Scavino
Beyond rating prediction accuracy: on new perspectives in recommender systems BIBAFull-Text 459-462
  Panagiotis Adamopoulos
Anytime algorithms for top-N recommenders BIBAFull-Text 463-466
  David Ben-Shimon

Demonstrations

GAIN: web service for user tracking and preference learning -- a smart TV use case BIBAFull-Text 467-468
  Jaroslav Kuchar; Tomáš Kliegr
PEN RecSys: a personalized news recommender systems framework BIBAFull-Text 469-470
  Florent Garcin; Boi Faltings
A heterogeneous graph-based recommendation simulator BIBAFull-Text 471-472
  Yeonchan Ahn Ahn; Sungchan Park; Sangkeun Lee; Sang-goo Lee
Design and evaluation of a client-side recommender system BIBAFull-Text 473-474
  Chris Newell; Libby Miller
Sage: recommender engine as a cloud service BIBAFull-Text 475-476
  Royi Ronen; Noam Koenigstein; Elad Ziklik; Mikael Sitruk; Ronen Yaari; Neta Haiby-Weiss

Workshops

The fifth ACM RecSys workshop on recommender systems and the social web BIBFull-Text 477-478
  Bamshad Mobasher; Dietmar Jannach; Werner Geyer; Jill Freyne; Andreas Hotho; Sarabjot Singh Anand; Ido Guy
Workshop on human decision making in recommender systems: decisions@RecSys'13 BIBAFull-Text 479-480
  Li Chen; Marco de Gemmis; Alexander Felfernig; Pasquale Lops; Francesco Ricci; Giovanni Semeraro; Martijn C. Willemsen
Workshop and challenge on news recommender systems BIBAFull-Text 481-482
  Mozhgan Tavakolifard; Jon Atle Gulla; Kevin C. Almeroth; Frank Hopfgartner; Benjamin Kille; Till Plumbaum; Andreas Lommatzsch; Torben Brodt; Arthur Bucko; Tobias Heintz
Workshop on recommender systems meet big data & semantic technologies: SeRSy 2013 BIBAFull-Text 483-484
  Marco de Gemmis; Tommaso Di Noia; Ora Lassila; Pasquale Lops; Thomas Lukasiewicz; Giovanni Semeraro
Workshop on reproducibility and replication in recommender systems evaluation: RepSys BIBAFull-Text 485-486
  Alejandro Bellogin; Pablo Castells; Alan Said; Domonkos Tikk
First workshop on large-scale recommender systems: research and best practice (LSRS 2013) BIBAFull-Text 487-488
  Tao Ye; Danny Bickson; Quan Yuan
RecSys challenge 2013 BIBFull-Text 489-490
  Jim Blomo; Martin Ester; Marty Field

Tutorials

Recommendation in social networks BIBFull-Text 491-492
  Martin Ester
Learning to rank for recommender systems BIBAFull-Text 493-494
  Alexandros Karatzoglou; Linas Baltrunas; Yue Shi
Beyond friendship: the art, science and applications of recommending people to people in social networks BIBAFull-Text 495-496
  Luiz Augusto Pizzato; Anmol Bhasin
Tutorial on preference handling BIBAFull-Text 497-498
  Alexis Tsoukiàs; Paolo Viappiani