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RecSys Tables of Contents: 070809101112131415

Proceedings of the 2015 ACM Conference on Recommender Systems

Fullname:RecSys'15: Ninth ACM Conference on Recommender Systems
Editors:Hannes Werthner; Markus Zanker; Jennifer Golbeck; Giovanni Semeraro
Location:Vienna, Austria
Dates:2015-Sep-16 to 2015-Sep-20
Publisher:ACM
Standard No:ISBN: 978-1-4503-3692-5; ACM DL: Table of Contents; hcibib: RecSys15
Papers:89
Pages:394
Links:Conference Website
  1. Invited Keynote
  2. Session 1a: The User in the Loop
  3. Session 1b: Recommender Systems and Social Networks
  4. Session 2a: Contextual Challenges
  5. Session 2b: Cold Start and Hybrid Recommender Systems
  6. Session 3: Distinguished Papers
  7. Session 4a: Novel Setups
  8. Session 4b: Algorithms
  9. Session 5a: News and Media
  10. Session 5b: E-Commerce & Ads
  11. Industry Session 1: Media and TV, People and Skills
  12. Industry Session 2: Generic Platforms and Location-based Application Domains
  13. Short Papers
  14. Demonstrations
  15. Workshops and Challenge
  16. Tutorials
  17. Doctoral Symposium

Invited Keynote

A (Persuasive?) Speech on Automated Persuasion BIBAFull-Text 1-2
  Oliviero Stock

Session 1a: The User in the Loop

Putting Users in Control of their Recommendations BIBAFull-Text 3-10
  F. Maxwell Harper; Funing Xu; Harmanpreet Kaur; Kyle Condiff; Shuo Chang; Loren Terveen
Letting Users Choose Recommender Algorithms: An Experimental Study BIBAFull-Text 11-18
  Michael D. Ekstrand; Daniel Kluver; F. Maxwell Harper; Joseph A. Konstan
"I like to explore sometimes": Adapting to Dynamic User Novelty Preferences BIBAFull-Text 19-26
  Komal Kapoor; Vikas Kumar; Loren Terveen; Joseph A. Konstan; Paul Schrater

Session 1b: Recommender Systems and Social Networks

Overlapping Community Regularization for Rating Prediction in Social Recommender Systems BIBAFull-Text 27-34
  Hui Li; Dingming Wu; Wenbin Tang; Nikos Mamoulis
Preference-oriented Social Networks: Group Recommendation and Inference BIBAFull-Text 35-42
  Amirali Salehi-Abari; Craig Boutilier
A Probabilistic Model for Using Social Networks in Personalized Item Recommendation BIBAFull-Text 43-50
  Allison J. B. Chaney; David M. Blei; Tina Eliassi-Rad
PushTrust: An Efficient Recommendation Algorithm by Leveraging Trust and Distrust Relations BIBAFull-Text 51-58
  Rana Forsati; Iman Barjasteh; Farzan Masrour; Abdol-Hossein Esfahanian; Hayder Radha

Session 2a: Contextual Challenges

Top-N Recommendation for Shared Accounts BIBAFull-Text 59-66
  Koen Verstrepen; Bart Goethals
Exploiting Geo-Spatial Preference for Personalized Expert Recommendation BIBAFull-Text 67-74
  Haokai Lu; James Caverlee
Risk-Hedged Venture Capital Investment Recommendation BIBAFull-Text 75-82
  Xiaoxue Zhao; Weinan Zhang; Jun Wang

Session 2b: Cold Start and Hybrid Recommender Systems

ExcUseMe: Asking Users to Help in Item Cold-Start Recommendations BIBAFull-Text 83-90
  Michal Aharon; Oren Anava; Noa Avigdor-Elgrabli; Dana Drachsler-Cohen; Shahar Golan; Oren Somekh
Cold-Start Item and User Recommendation with Decoupled Completion and Transduction BIBAFull-Text 91-98
  Iman Barjasteh; Rana Forsati; Farzan Masrour; Abdol-Hossein Esfahanian; Hayder Radha
HyPER: A Flexible and Extensible Probabilistic Framework for Hybrid Recommender Systems BIBAFull-Text 99-106
  Pigi Kouki; Shobeir Fakhraei; James Foulds; Magdalini Eirinaki; Lise Getoor

Session 3: Distinguished Papers

Applying Differential Privacy to Matrix Factorization BIBAFull-Text 107-114
  Arnaud Berlioz; Arik Friedman; Mohamed Ali Kaafar; Roksana Boreli; Shlomo Berkovsky
Gaussian Ranking by Matrix Factorization BIBAFull-Text 115-122
  Harald Steck
Context-Aware Event Recommendation in Event-based Social Networks BIBAFull-Text 123-130
  Augusto Q. Macedo; Leandro B. Marinho; Rodrygo L. T. Santos

Session 4a: Novel Setups

It Takes Two to Tango: An Exploration of Domain Pairs for Cross-Domain Collaborative Filtering BIBAFull-Text 131-138
  Shaghayegh Sahebi; Peter Brusilovsky
Recommending Fair Payments for Large-Scale Social Ridesharing BIBAFull-Text 139-146
  Filippo Bistaffa; Alessandro Filippo; Georgios Chalkiadakis; Sarvapali D. Ramchurn
Learning Distributed Representations from Reviews for Collaborative Filtering BIBAFull-Text 147-154
  Amjad Almahairi; Kyle Kastner; Kyunghyun Cho; Aaron Courville

Session 4b: Algorithms

Dynamic Poisson Factorization BIBAFull-Text 155-162
  Laurent Charlin; Rajesh Ranganath; James McInerney; David M. Blei
Blockbusters and Wallflowers: Accurate, Diverse, and Scalable Recommendations with Random Walks BIBAFull-Text 163-170
  Fabian Christoffel; Bibek Paudel; Chris Newell; Abraham Bernstein
Fast Differentially Private Matrix Factorization BIBAFull-Text 171-178
  Ziqi Liu; Yu-Xiang Wang; Alexander Smola

Session 5a: News and Media

Predicting Online Performance of News Recommender Systems Through Richer Evaluation Metrics BIBAFull-Text 179-186
  Andrii Maksai; Florent Garcin; Boi Faltings
Beyond "Hitting the Hits": Generating Coherent Music Playlist Continuations with the Right Tracks BIBAFull-Text 187-194
  Dietmar Jannach; Lukas Lerche; Iman Kamehkhosh
Content Driven User Profiling for Comment-Worthy Recommendations of News and Blog Articles BIBAFull-Text 195-202
  Trapit Bansal; Mrinal Das; Chiranjib Bhattacharyya

Session 5b: E-Commerce & Ads

Selection and Ordering of Linear Online Video Ads BIBAFull-Text 203-210
  Wreetabrata Kar; Viswanathan Swaminathan; Paulo Albuquerque
Adaptation and Evaluation of Recommendations for Short-term Shopping Goals BIBAFull-Text 211-218
  Dietmar Jannach; Lukas Lerche; Michael Jugovac
E-commerce Recommendation with Personalized Promotion BIBAFull-Text 219-226
  Qi Zhao; Yi Zhang; Daniel Friedman; Fangfang Tan

Industry Session 1: Media and TV, People and Skills

Personalized Catch-up & DVR: VOD or Linear, That is the Question BIBAFull-Text 227
  Pancrazio Auteri; Roberto Turrin
Recommendations for Live TV BIBAFull-Text 228
  Jan Neumann; Hassan Sayyadi
The Application of Recommender Systems in a Multi Site, Multi Domain Environment BIBAFull-Text 229
  Steven Bourke
We Know Where You Should Work Next Summer: Job Recommendations BIBAFull-Text 230
  Fabian Abel
Assessing Expertise in the Enterprise: The Recommender Point of View BIBAFull-Text 231
  Aleksandra Mojsilovic; Kush R. Varshney

Industry Session 2: Generic Platforms and Location-based Application Domains

Large-Scale Real-Time Product Recommendation at Criteo BIBAFull-Text 232
  Romain Lerallut; Diane Gasselin; Nicolas Le Roux
Scaling Up Recommendation Services in Many Dimensions BIBAFull-Text 233
  Bottyán Németh
Recommendations in Travel BIBAFull-Text 234
  Onno Zoeter
Making Meaningful Restaurant Recommendations At OpenTable BIBAFull-Text 235
  Sudeep Das
The Role of User Location in Personalized Search and Recommendation BIBAFull-Text 236
  Ido Guy

Short Papers

A Study of Priors for Relevance-Based Language Modelling of Recommender Systems BIBAFull-Text 237-240
  Daniel Valcarce; Javier Parapar; Alvaro Barreiro
Adapting Recommendations to Contextual Changes Using Hierarchical Hidden Markov Models BIBAFull-Text 241-244
  Mehdi Hosseinzadeh Aghdam; Negar Hariri; Bamshad Mobasher; Robin Burke
Are Real-World Place Recommender Algorithms Useful in Virtual World Environments? BIBAFull-Text 245-248
  Leandro Balby Marinho; Christoph Trattner; Denis Parra
Asymmetric Recommendations: The Interacting Effects of Social Ratings? Direction and Strength on Users' Ratings BIBAFull-Text 249-252
  Oded Nov; Ofer Arazy
Crowd Sourcing, with a Few Answers: Recommending Commuters for Traffic Updates BIBAFull-Text 253-256
  Elizabeth Daly; Michele Berlingerio; Francois Schnitzler
Data Quality Matters in Recommender Systems BIBAFull-Text 257-260
  Oren Sar Shalom; Shlomo Berkovsky; Royi Ronen; Elad Ziklik; Amir Amihood
Elsevier Journal Finder: Recommending Journals for your Paper BIBAFull-Text 261-264
  Ning Kang; Marius A. Doornenbal; Robert J. A. Schijvenaars
Evaluating Tag Recommender Algorithms in Real-World Folksonomies: A Comparative Study BIBAFull-Text 265-268
  Dominik Kowald; Elisabeth Lex
Good Times Bad Times: A Study on Recency Effects in Collaborative Filtering for Social Tagging BIBAFull-Text 269-272
  Santiago Larrain; Christoph Trattner; Denis Parra; Eduardo Graells-Garrido; Kjetil Nørvåg
Improving the User Experience during Cold Start through Choice-Based Preference Elicitation BIBAFull-Text 273-276
  Mark P. Graus; Martijn C. Willemsen
Incremental Matrix Factorization via Feature Space Re-learning for Recommender System BIBAFull-Text 277-280
  Qiang Song; Jian Cheng; Hanqing Lu
Latent Trajectory Modeling: A Light and Efficient Way to Introduce Time in Recommender Systems BIBAFull-Text 281-284
  Elie Guàrdia-Sebaoun; Vincent Guigue; Patrick Gallinari
Making the Most of Preference Feedback by Modeling Feature Dependencies BIBAFull-Text 285-288
  S. Chandra Mouli; Sutanu Chakraborti
Nudging Grocery Shoppers to Make Healthier Choices BIBAFull-Text 289-292
  Elizabeth Wayman; Sriganesh Madhvanath
Nuke 'Em Till They Go: Investigating Power User Attacks to Disparage Items in Collaborative Recommenders BIBAFull-Text 293-296
  Carlos E. Seminario; David C. Wilson
"Please, Not Now!": A Model for Timing Recommendations BIBAFull-Text 297-300
  Nofar Dali Betzalel; Bracha Shapira; Lior Rokach
POI Recommendation: Towards Fused Matrix Factorization with Geographical and Temporal Influences BIBAFull-Text 301-304
  Jean-Benoit Griesner; Talel Abdessalem; Hubert Naacke
The Recommendation Game: Using a Game-with-a-Purpose to Generate Recommendation Data BIBAFull-Text 305-308
  Sam Banks; Rachael Rafter; Barry Smyth
Top-N Recommendation with Missing Implicit Feedback BIBAFull-Text 309-312
  Daryl Lim; Julian McAuley; Gert Lanckriet
Towards Automatic Meal Plan Recommendations for Balanced Nutrition BIBAFull-Text 313-316
  David Elsweiler; Morgan Harvey
Uncovering Systematic Bias in Ratings across Categories: a Bayesian Approach BIBAFull-Text 317-320
  Fangjian Guo; David B. Dunson
User Churn Migration Analysis with DEDICOM BIBAFull-Text 321-324
  Rafet Sifa; César Ojeda; Christian Bauckhage

Demonstrations

A Personalised Reader for Crowd Curated Content BIBAFull-Text 325-326
  Gabriella Kazai; Daoud Clarke; Iskander Yusof; Matteo Venanzi
Automated Recommendation of Healthy, Personalised Meal Plans BIBAFull-Text 327-328
  Morgan Harvey; David Elsweiler
CNARe: Co-authorship Networks Analysis and Recommendations BIBAFull-Text 329-330
  Guilherme A. de Sousa; Matheus A. Diniz; Michele A. Brandao; Mirella M. Moro
Event Recommendation using Twitter Activity BIBAFull-Text 331-332
  Axel Magnuson; Vijay Dialani; Deepa Mallela
Health-aware Food Recommender System BIBAFull-Text 333-334
  Mouzhi Ge; Francesco Ricci; David Massimo
Kibitz: End-to-End Recommendation System Builder BIBAFull-Text 335-336
  Quanquan Liu; David R. Karger
OSMRec Tool for Automatic Recommendation of Categories on Spatial Entities in OpenStreetMap BIBAFull-Text 337-338
  Nikos Karagiannakis; Giorgos Giannopoulos; Dimitrios Skoutas; Spiros Athanasiou

Workshops and Challenge

Second Workshop on New Trends in Content-based Recommender Systems (CBRecSys 2015) BIBAFull-Text 339-340
  Toine Bogers; Marijn Koolen
Overview of ACM RecSys CrowdRec 2015 Workshop: Crowdsourcing and Human Computation for Recommender Systems BIBAFull-Text 341-342
  Martha Larson; Domonkos Tikk; Roberto Turrin
EMPIRE 2015: Workshop on Emotions and Personality in Personalized Systems BIBAFull-Text 343-344
  Marco Tkalcic; Berardina De Carolis; Marco de Gemmis; Ante Odic; Andrej Košir
3rd International Workshop on News Recommendation and Analytics (INRA 2015) BIBAFull-Text 345-346
  Jon Atle Gulla; Bei Yu; Özlem Özgöbek; Nafiseh Shabib
Joint Workshop on Interfaces and Human Decision Making for Recommender Systems (#IntRS) BIBAFull-Text 347-348
  John O'Donovan; Nava Tintarev; Alexander Felfernig; Peter Brusilovsky; Giovanni Semeraro; Pasquale Lops
LSRS'15: Workshop on Large-Scale Recommender Systems BIBAFull-Text 349-350
  Tao Ye; Danny Bickson; Nicholas Ampazis; Andras Benczur
LocalRec'15: Workshop on Location-Aware Recommendations BIBAFull-Text 351-352
  Panagiotis Bouros; Neal Lathia; Matthias Renz; Francesco Ricci; Dimitris Sacharidis
2nd Workshop on Recommendation Systems for Television and Online Video (RecSysTV 2015) BIBAFull-Text 353-354
  Jan Neumann; Danny Bickson; Hassan Sayyadi; Roberto Turrin; John Hannon
TouRS'15: Workshop on Tourism Recommender Systems BIBAFull-Text 355-356
  Antonio Moreno; Laura Sebastiá; Pieter Vansteenwegen
RecSys Challenge 2015 and the YOOCHOOSE Dataset BIBAFull-Text 357-358
  David Ben-Shimon; Alexander Tsikinovsky; Michael Friedmann; Bracha Shapira; Lior Rokach; Johannes Hoerle

Tutorials

Interactive Recommender Systems: Tutorial BIBAFull-Text 359-360
  Harald Steck; Roelof van Zwol; Chris Johnson
Real-time Recommendation of Streamed Data BIBAFull-Text 361-362
  Frank Hopfgartner; Benjamin Kille; Tobias Heintz; Roberto Turrin
Replicable Evaluation of Recommender Systems BIBAFull-Text 363-364
  Alan Said; Alejandro Bellogín
Scalable Recommender Systems: Where Machine Learning Meets Search BIBAFull-Text 365-366
  Si ying Diana Hu; Joaquin Delgado

Doctoral Symposium

A Hybrid Recommendation System Based on Human Curiosity BIBAFull-Text 367-370
  Alan Menk dos Santos
Context-aware Preference Modeling with Factorization BIBAFull-Text 371-374
  Balázs Hidasi
Exploring Statistical Language Models for Recommender Systems BIBAFull-Text 375-378
  Daniel Valcarce
Factorization Machines for Hybrid Recommendation Systems Based on Behavioral, Product, and Customer Data BIBAFull-Text 379-382
  Stijn Geuens
Latent Context-Aware Recommender Systems BIBAFull-Text 383-386
  Moshe Unger
Listener-Inspired Automated Music Playlist Generation BIBAFull-Text 387-390
  Andreu Vall
Online Recommender Systems based on Data Stream Management Systems BIBAFull-Text 391-394
  Cornelius A. Ludmann