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RecSys Tables of Contents: 070809101112131415

Proceedings of the 2010 ACM Conference on Recommender Systems

Fullname:Proceedings of the Fifth ACM Conference on Recommender Systems
Editors:Xavier Amatriain; Marc Torrens; Paul Resnick; Markus Zanker
Location:Barcelona, Spain
Dates:2010-Sep-26 to 2010-Sep-30
Standard No:ISBN: 1-60558-906-3, 978-1-60558-906-0; ACM DL: Table of Contents hcibib: RecSys10
Links:Conference Home Page
  1. Tutorial program
  2. Industry panel
  3. Innovative preference expressions and usage assessments
  4. Contests: way forward or detour?
  5. Beyond prediction accuracy
  6. Algorithms
  7. All about groups
  8. Recommending in social networks
  9. Recommending non-standard items
  10. Friends and lovers
  11. Closing keynote
  12. Posters
  13. Demos
  14. Doctoral symposium
  15. Workshop program

Tutorial program

Tutorial on evaluating recommender systems BIBAFull-Text 1
  Guy Shani
Query intent prediction and recommendation BIBAFull-Text 5-6
  Ricardo Baeza-Yates

Industry panel

Will recommenders kill search?: recommender systems -- an industry perspective BIBAFull-Text 7-12
  Ido Guy; Alejandro Jaimes; Pau Agulló; Pat Moore; Palash Nandy; Chahab Nastar; Henrik Schinzel

Innovative preference expressions and usage assessments

Global budgets for local recommendations BIBAFull-Text 13-20
  Thomas Sandholm; Hang Ung; Christina Aperjis; Bernardo A. Huberman
Aggregating preference graphs for collaborative rating prediction BIBAFull-Text 21-28
  Maunendra Sankar Desarkar; Sudeshna Sarkar; Pabitra Mitra
Eye-tracking product recommenders' usage BIBAFull-Text 29-36
  Sylvain Castagnos; Nicolas Jones; Pearl Pu

Contests: way forward or detour?

Contests: way forward or detour? BIBAFull-Text 37-38
  Paul Resnick; Joseph A. Konstan; Andreas Hotho; Jesus Pindado

Beyond prediction accuracy

Performance of recommender algorithms on top-n recommendation tasks BIBAFull-Text 39-46
  Paolo Cremonesi; Yehuda Koren; Roberto Turrin
On the stability of recommendation algorithms BIBAFull-Text 47-54
  Gediminas Adomavicius; Jingjing Zhang
Optimizing multiple objectives in collaborative filtering BIBAFull-Text 55-62
  Tamas Jambor; Jun Wang
Understanding choice overload in recommender systems BIBAFull-Text 63-70
  Dirk Bollen; Bart P. Knijnenburg; Martijn C. Willemsen; Mark Graus


Fast ALS-based matrix factorization for explicit and implicit feedback datasets BIBAFull-Text 71-78
  István Pilászy; Dávid Zibriczky; Domonkos Tikk
Multiverse recommendation: n-dimensional tensor factorization for context-aware collaborative filtering BIBAFull-Text 79-86
  Alexandros Karatzoglou; Xavier Amatriain; Linas Baltrunas; Nuria Oliver
Collaborative filtering via euclidean embedding BIBAFull-Text 87-94
  Mohammad Khoshneshin; W. Nick Street
Online evolutionary collaborative filtering BIBAFull-Text 95-102
  Nathan N. Liu; Min Zhao; Evan Xiang; Qiang Yang

All about groups

Affiliation recommendation using auxiliary networks BIBAFull-Text 103-110
  Vishvas Vasuki; Nagarajan Natarajan; Zhengdong Lu; Inderjit S. Dhillon
Group-based recipe recommendations: analysis of data aggregation strategies BIBAFull-Text 111-118
  Shlomo Berkovsky; Jill Freyne
Group recommendations with rank aggregation and collaborative filtering BIBAFull-Text 119-126
  Linas Baltrunas; Tadas Makcinskas; Francesco Ricci

Recommending in social networks

Interactive recommendations in social endorsement networks BIBAFull-Text 127-134
  Theodoros Lappas; Dimitrios Gunopulos
A matrix factorization technique with trust propagation for recommendation in social networks BIBAFull-Text 135-142
  Mohsen Jamali; Martin Ester
Who is talking about what: social map-based recommendation for content-centric social websites BIBAFull-Text 143-150
  Shiwan Zhao; Michelle X. Zhou; Quan Yuan; Xiatian Zhang; Wentao Zheng; Rongyao Fu

Recommending non-standard items

Breaking out of the box of recommendations: from items to packages BIBAFull-Text 151-158
  Min Xie; Laks V. S. Lakshmanan; Peter T. Wood
Automatically building research reading lists BIBAFull-Text 159-166
  Michael D. Ekstrand; Praveen Kannan; James A. Stemper; John T. Butler; Joseph A. Konstan; John T. Riedl
Learning in efficient tag recommendation BIBAFull-Text 167-174
  Marek Lipczak; Evangelos Milios
Recommender algorithms in activity motivating games BIBAFull-Text 175-182
  Shlomo Berkovsky; Jill Freyne; Mac Coombe; Dipak Bhandari

Friends and lovers

Transitive node similarity for link prediction in social networks with positive and negative links BIBAFull-Text 183-190
  Panagiotis Symeonidis; Eleftherios Tiakas; Yannis Manolopoulos
A lightweight privacy preserving SMS-based recommendation system for mobile users BIBAFull-Text 191-198
  Elisa Baglioni; Luca Becchetti; Lorenzo Bergamini; Ugo Colesanti; Luca Filipponi; Andrea Vitaletti; Giuseppe Persiano
Recommending twitter users to follow using content and collaborative filtering approaches BIBAFull-Text 199-206
  John Hannon; Mike Bennett; Barry Smyth
RECON: a reciprocal recommender for online dating BIBAFull-Text 207-214
  Luiz Pizzato; Tomek Rej; Thomas Chung; Irena Koprinska; Judy Kay

Closing keynote

Recommendation analytics: the business view, and the business case BIBAFull-Text 215-216
  Edouard Servan-Schreiber


A belief propagation based recommender system for online services BIBAFull-Text 217-220
  Erman Ayday; Faramarz Fekri
Using self-defined group activities for improving recommendations in collaborative tagging systems BIBAFull-Text 221-224
  Danielle H. Lee; Peter Brusilovsky
Evaluating the dynamic properties of recommendation algorithms BIBAFull-Text 225-228
  Robin Burke
Hydra: an open framework for virtual-fusion of recommendation filters BIBAFull-Text 229-232
  Savvas Karagiannidis; Stefanos Antaris; Christos Zigkolis; Athena Vakali
Recommending based on rating frequencies BIBAFull-Text 233-236
  Fatih Gedikli; Dietmar Jannach
Content-based recommendation in social tagging systems BIBAFull-Text 237-240
  Iván Cantador; Alejandro Bellogín; David Vallet
Merging multiple criteria to identify suspicious reviews BIBAFull-Text 241-244
  Guangyu Wu; Derek Greene; Pádraig Cunningham
Personalizing the settings for Cf-based recommender systems BIBAFull-Text 245-248
  Il Im; Byung Ho Kim
Do clicks measure recommendation relevancy?: an empirical user study BIBAFull-Text 249-252
  Hua Zheng; Dong Wang; Qi Zhang; Hang Li; Tinghao Yang
A supervised machine learning link prediction approach for academic collaboration recommendation BIBAFull-Text 253-256
  Nesserine Benchettara; Rushed Kanawati; Céline Rouveirol
Beyond accuracy: evaluating recommender systems by coverage and serendipity BIBAFull-Text 257-260
  Mouzhi Ge; Carla Delgado-Battenfeld; Dietmar Jannach
Recommending structure in collaborative semistructured information systems BIBAFull-Text 261-264
  Eva Zangerle; Wolfgang Gassler; Günther Specht
Iterative voting under uncertainty for group recommender systems BIBAFull-Text 265-268
  Lihi Naamani Dery; Meir Kalech; Lior Rokach; Bracha Shapira
List-wise learning to rank with matrix factorization for collaborative filtering BIBAFull-Text 269-272
  Yue Shi; Martha Larson; Alan Hanjalic
Nantonac collaborative filtering: a model-based approach BIBAFull-Text 273-276
  Toshihiro Kamishima; Shotaro Akaho
Social networking feeds: recommending items of interest BIBAFull-Text 277-280
  Jill Freyne; Shlomo Berkovsky; Elizabeth M. Daly; Werner Geyer
Time dependency of data quality for collaborative filtering algorithms BIBAFull-Text 281-284
  Toon De Pessemier; Simon Dooms; Tom Deryckere; Luc Martens
MED-StyleR: METABO diabetes-lifestyle recommender BIBAFull-Text 285-288
  Stephan Hammer; Jonghwa Kim; Elisabeth André
Towards context-aware personalization and a broad perspective on the semantics of news articles BIBAFull-Text 289-292
  Jeremy Jancsary; Friedrich Neubarth; Harald Trost
The YouTube video recommendation system BIBAFull-Text 293-296
  James Davidson; Benjamin Liebald; Junning Liu; Palash Nandy; Taylor Van Vleet; Ullas Gargi; Sujoy Gupta; Yu He; Mike Lambert; Blake Livingston; Dasarathi Sampath
Increasing consumers' understanding of recommender results: a preference-based hybrid algorithm with strong explanatory power BIBAFull-Text 297-300
  Paul Marx; Thorsten Hennig-Thurau; André Marchand
The network effects of recommending social connections BIBAFull-Text 301-304
  Elizabeth M. Daly; Werner Geyer; David R. Millen
On the real-time web as a source of recommendation knowledge BIBAFull-Text 305-308
  Sandra Garcia Esparza; Michael P. O'Mahony; Barry Smyth
LDA for on-the-fly auto tagging BIBAFull-Text 309-312
  Ernesto Diaz-Aviles; Mihai Georgescu; Avaré Stewart; Wolfgang Nejdl
On-demand set-based recommendations BIBAFull-Text 313-316
  Suhrid Balakrishnan
Characterisation of explicit feedback in an online music recommendation service BIBAFull-Text 317-320
  Gawesh Jawaheer; Martin Szomszor; Patty Kostkova
An approach to situational market segmentation on on-line newspapers based on current tasks BIBAFull-Text 321-324
  Anne Gutschmidt
Incremental collaborative filtering via evolutionary co-clustering BIBAFull-Text 325-328
  Mohammad Khoshneshin; W. Nick Street
Modeling recommendation as a social choice problem BIBAFull-Text 329-332
  Massimiliano Albanese; Antonio d'Acierno; Vincenzo Moscato; Fabio Persia; Antonio Picariello
Social navigation for the spoken web BIBAFull-Text 333-336
  Robert G. Farrell; Nitendra Rajput; Rajarshi Das; Catalina Danis; Ketki Dhanesha
Common attributes in an unusual context: predicting the desirability of a social match BIBAFull-Text 337-340
  Julia M. Mayer; Sara Motahari; Richard P. Schuler; Quentin Jones
Active learning driven by rating impact analysis BIBAFull-Text 341-344
  Carlos Eduardo Mello; Marie-Aude Aufaure; Geraldo Zimbrao


Tagmantic: a social recommender service based on semantic tag graphs and tag clusters BIBAFull-Text 345-346
  János Moldvay; Ingo Bax; Alexander Frerichs; Mirko Schuh
Geolocated movie recommendations based on expert collaborative filtering BIBAFull-Text 347-348
  Josep Bachs Barrio; Xavier Amatriain Rubio
Music recommendations with temporal context awareness BIBAFull-Text 349-352
  Toni Cebrián; Marc Planagumà; Paulo Villegas; Xavier Amatriain
Reciprocal recommender system for online dating BIBAFull-Text 353-354
  Luiz Pizzato; Tomek Rej; Thomas Chung; Irena Koprinska; Kalina Yacef; Judy Kay
Integrating broadcast and web video content into personal tv channels BIBAFull-Text 355-356
  Verus Pronk; Mauro Barbieri; Jan Korst; Adolf Proidl

Doctoral symposium

Design and user issues in personality-based recommender systems BIBAFull-Text 357-360
  Rong Hu
Enhanced vector space models for content-based recommender systems BIBAFull-Text 361-364
  Cataldo Musto
Identifying and utilizing contextual data in hybrid recommender systems BIBAFull-Text 365-368
  Alan Said
Topic-based recommendations in enterprise social media sharing platforms BIBAFull-Text 369-372
  Rafael Schirru

Workshop program

Workshop on the practical use of recommender systems algorithms & technology BIBAFull-Text 373-374
  Jerome Picault; Dimitre Kostadinov; Pablo Castells; Alejandro Jaimes
Workshop on information heterogeneity and fusion in recommender systems (HetRec 2010) BIBFull-Text 375-376
  Peter Brusilovsky; Iván Cantador; Yehuda Koren; Tsvi Kuflik; Markus Weimer
Workshop on recommender systems for technology enhanced learning BIBAFull-Text 377-378
  Nikos Manouselis; Hendrik Drachsler; Katrien Verbert; Olga C. Santos
2nd workshop on recommender systems and the social web BIBAFull-Text 379-380
  Werner Geyer; Jill Freyne; Bamshad Mobasher; Sarabjot Singha Anand; Casey Dugan
Workshop report: WOMRAD 2010 BIBAFull-Text 381-382
  Amélie Anglade; Claudio Baccigalupo; Norman Casagrande; Òscar Celma; Paul Lamere
Workshop on user-centric evaluation of recommender systems and their interfaces BIBFull-Text 383-384
  Bart P. Knijnenburg; Lars Schmidt-Thieme; Dirk G. F. M. Bollen
Context-awareness in recommender systems: research workshop and movie recommendation challenge BIBAFull-Text 385-386
  Gediminas Adomavicius; Alexander Tuzhilin; Shlomo Berkovsky; Ernesto W. De Luca; Alan Said