RecSys A

99 papers

YearTitle / Authors
2013A fast parallel SGD for matrix factorization in shared memory systems.
Yong Zhuang, Wei-Sheng Chin, Yu-Chin Juan, Chih-Jen Lin
2013A food recommender for patients in a care facility.
Toon De Pessemier, Simon Dooms, Luc Martens
2013A heterogeneous graph-based recommendation simulator.
Yeonchan Ahn, Sungchan Park, SangKeun Lee, Sang-goo Lee
2013A people-to-people content-based reciprocal recommender using hidden markov models.
Ammar S. Alanazi, Michael Bain
2013A system for advice provision in multiple prospectselection problems.
Amos Azaria, Sarit Kraus, Ariella Richardson
2013Accuracy and robustness impacts of power user attacks on collaborative recommender systems.
Carlos E. Seminario
2013Acquiring user profiles from implicit feedback in a conversational recommender system.
Henry Blanco, Francesco Ricci
2013Agent-based computational investing recommender system.
Mona Taghavi, Kaveh Bakhtiyari, Edgar Scavino
2013An analysis of tag-recommender evaluation procedures.
Stephan Doerfel, Robert Jäschke
2013Anytime algorithms for top-N recommenders.
David Ben-Shimon
2013Beyond friendship: the art, science and applications of recommending people to people in social networks.
Luiz Augusto Pizzato, Anmol Bhasin
2013Beyond rating prediction accuracy: on new perspectives in recommender systems.
Panagiotis Adamopoulos
2013Catch-up TV recommendations: show old favourites and find new ones.
Mengxi Xu, Shlomo Berkovsky, Sebastien Ardon, Sipat Triukose, Anirban Mahanti, Irena Koprinska
2013Clustering-based factorized collaborative filtering.
Nima Mirbakhsh, Charles X. Ling
2013Context-aware review helpfulness rating prediction.
Jiliang Tang, Huiji Gao, Xia Hu, Huan Liu
2013Cross social networks interests predictions based ongraph features.
Amit Tiroshi, Shlomo Berkovsky, Mohamed Ali Kâafar, Terence Chen, Tsvi Kuflik
2013Design and evaluation of a client-side recommender system.
Chris Newell, Libby Miller
2013Differential data analysis for recommender systems.
Richard Chow, Hongxia Jin, Bart P. Knijnenburg, Gökay Saldamli
2013Diffusion-aware personalized social update recommendation.
Ye Pan, Feng Cong, Kailong Chen, Yong Yu
2013Distributed matrix factorization with mapreduce using a series of broadcast-joins.
Sebastian Schelter, Christoph Boden, Martin Schenck, Alexander Alexandrov, Volker Markl
2013DrunkardMob: billions of random walks on just a PC.
Aapo Kyrola
2013Dynamic generation of personalized hybrid recommender systems.
Simon Dooms
2013Effectiveness of the data generated on different time in latent factor model.
Qianru Zheng, Horace H. S. Ip
2013Efficient top-n recommendation for very large scale binary rated datasets.
Fabio Aiolli
2013Escape the bubble: guided exploration of music preferences for serendipity and novelty.
Maria Taramigkou, Efthimios Bothos, Konstantinos Christidis, Dimitris Apostolou, Gregoris Mentzas
2013Evaluating top-n recommendations "when the best are gone".
Paolo Cremonesi, Franca Garzotto, Massimo Quadrana
2013Evaluation of recommendations: rating-prediction and ranking.
Harald Steck
2013Evolving friend lists in social networks.
Jacob W. Bartel, Prasun Dewan
2013Exploiting non-content preference attributes through hybrid recommendation method.
Fernando Mourão, Leonardo Rocha, Joseph A. Konstan, Wagner Meira Jr.
2013Exploratory and interactive daily deals recommendation.
Anísio Lacerda, Adriano Veloso, Nivio Ziviani
2013Exploring temporal effects for location recommendation on location-based social networks.
Huiji Gao, Jiliang Tang, Xia Hu, Huan Liu
2013First workshop on large-scale recommender systems: research and best practice(LSRS 2013).
Tao Ye, Danny Bickson, Quan Yuan
2013GAIN: web service for user tracking and preference learning - a smart TV use case.
Jaroslav Kuchar, Tomás Kliegr
2013Generating supplemental content information using virtual profiles.
Haishan Liu, Mohammad Shafkat Amin, Baoshi Yan, Anmol Bhasin
2013Hidden factors and hidden topics: understanding rating dimensions with review text.
Julian J. McAuley, Jure Leskovec
2013Hybrid event recommendation using linked data and user diversity.
Houda Khrouf, Raphaël Troncy
2013Improving augmented reality using recommender systems.
Zhuo Zhang, Shang Shang, Sanjeev R. Kulkarni, Pan Hui
2013Improving user profile with personality traits predicted from social media content.
Rui Gao, Bibo Hao, Shuotian Bai, Lin Li, Ang Li, Tingshao Zhu
2013Integrating trust and similarity to ameliorate the data sparsity and cold start for recommender systems.
Guibing Guo
2013Interview process learning for top-n recommendation.
Fangwei Hu, Yong Yu
2013Learning to rank for recommender systems.
Alexandros Karatzoglou, Linas Baltrunas, Yue Shi
2013Learning to rank recommendations with the k-order statistic loss.
Jason Weston, Hector Yee, Ron J. Weiss
2013Leveraging the citation graph to recommend keywords.
Ido Blank, Lior Rokach, Guy Shani
2013Local context modeling with semantic pre-filtering.
Victor Codina, Francesco Ricci, Luigi Ceccaroni
2013Location-aware music recommendation using auto-tagging and hybrid matching.
Marius Kaminskas, Francesco Ricci, Markus Schedl
2013Movie recommender system for profit maximization.
Amos Azaria, Avinatan Hassidim, Sarit Kraus, Adi Eshkol, Ofer Weintraub, Irit Netanely
2013Musical recommendations and personalization in a social network.
Dmitry Bugaychenko, Alexandr Dzuba
2013Nonlinear latent factorization by embedding multiple user interests.
Jason Weston, Ron J. Weiss, Hector Yee
2013Not by search alone: how recommendations complement search results.
Daria Dzyabura, Alexander Tuzhilin
2013OFF-set: one-pass factorization of feature sets for online recommendation in persistent cold start settings.
Michal Aharon, Natalie Aizenberg, Edward Bortnikov, Ronny Lempel, Roi Adadi, Tomer Benyamini, Liron Levin, Ran Roth, Ohad Serfaty
2013Online multi-task collaborative filtering for on-the-fly recommender systems.
Jialei Wang, Steven C. H. Hoi, Peilin Zhao, Zhiyong Liu
2013Orthogonal query recommendation.
Hossein Vahabi, Margareta Ackerman, David Loker, Ricardo Baeza-Yates, Alejandro López-Ortiz
2013PEN RecSys: a personalized news recommender systems framework.
Florent Garcin, Boi Faltings
2013Pairwise learning in recommendation: experiments with community recommendation on linkedin.
Amit Sharma, Baoshi Yan
2013Personalised ranking with diversity.
Neil J. Hurley
2013Personalized news recommendation with context trees.
Florent Garcin, Christos Dimitrakakis, Boi Faltings
2013Personalized next-song recommendation in online karaokes.
Xiang Wu, Qi Liu, Enhong Chen, Liang He, Jingsong Lv, Can Cao, Guoping Hu
2013Prior ratings: a new information source for recommender systems in e-commerce.
Guibing Guo, Jie Zhang, Daniel Thalmann, Neil Yorke-Smith
2013Probabilistic collaborative filtering with negative cross entropy.
Alejandro Bellogín, Javier Parapar, Pablo Castells
2013Query-driven context aware recommendation.
Negar Hariri, Bamshad Mobasher, Robin D. Burke
2013Rating support interfaces to improve user experience and recommender accuracy.
Tien T. Nguyen, Daniel Kluver, Ting-Yu Wang, Pik-Mai Hui, Michael D. Ekstrand, Martijn C. Willemsen, John Riedl
2013ReComment: towards critiquing-based recommendation with speech interaction.
Peter Grasch, Alexander Felfernig, Florian Reinfrank
2013RecSys challenge 2013.
Jim Blomo, Martin Ester, Marty Field
2013Recommendation in heterogeneous information networks with implicit user feedback.
Xiao Yu, Xiang Ren, Yizhou Sun, Bradley Sturt, Urvashi Khandelwal, Quanquan Gu, Brandon Norick, Jiawei Han
2013Recommendation in social networks.
Martin Ester
2013Recommendation opportunities: improving item prediction using weighted percentile methods in collaborative filtering systems.
Panagiotis Adamopoulos, Alexander Tuzhilin
2013Recommending branded products from social media.
Yongzheng Zhang, Marco Pennacchiotti
2013Recommending improved configurations for complex objects with an application in travel planning.
Amihai Savir, Ronen I. Brafman, Guy Shani
2013Recommending patents based on latent topics.
Ralf Krestel, Padhraic Smyth
2013Recommending scientific articles using bi-relational graph-based iterative RWR.
Geng Tian, Liping Jing
2013Retargeted matrix factorization for collaborative filtering.
Oluwasanmi Koyejo, Sreangsu Acharyya, Joydeep Ghosh
2013Sage: recommender engine as a cloud service.
Royi Ronen, Noam Koenigstein, Elad Ziklik, Mikael Sitruk, Ronen Yaari, Neta Haiby-Weiss
2013Sample selection for MCMC-based recommender systems.
Thierry Silbermann, Immanuel Bayer, Steffen Rendle
2013Selecting content-based features for collaborative filtering recommenders.
Royi Ronen, Noam Koenigstein, Elad Ziklik, Nir Nice
2013Sentimental product recommendation.
Ruihai Dong, Michael P. O'Mahony, Markus Schaal, Kevin McCarthy, Barry Smyth
2013Set-oriented personalized ranking for diversified top-n recommendation.
Ruilong Su, Li'ang Yin, Kailong Chen, Yong Yu
2013Seventh ACM Conference on Recommender Systems, RecSys '13, Hong Kong, China, October 12-16, 2013
Qiang Yang, Irwin King, Qing Li, Pearl Pu, George Karypis
2013Spatial topic modeling in online social media for location recommendation.
Bo Hu, Martin Ester
2013The curated web: a recommendation challenge.
Zurina Saaya, Rachael Rafter, Markus Schaal, Barry Smyth
2013The fifth ACM RecSys workshop on recommender systems and the social web.
Bamshad Mobasher, Dietmar Jannach, Werner Geyer, Jill Freyne, Andreas Hotho, Sarabjot Singh Anand, Ido Guy
2013To personalize or not: a risk management perspective.
Weinan Zhang, Jun Wang, Bowei Chen, Xiaoxue Zhao
2013Top-N recommendations from implicit feedback leveraging linked open data.
Vito Claudio Ostuni, Tommaso Di Noia, Eugenio Di Sciascio, Roberto Mirizzi
2013Topic diversity in tag recommendation.
Fabiano Belém, Rodrygo L. T. Santos, Jussara M. Almeida, Marcos André Gonçalves
2013Towards scalable and accurate item-oriented recommendations.
Noam Koenigstein, Yehuda Koren
2013Trading-off among accuracy, similarity, diversity, and long-tail: a graph-based recommendation approach.
Lei Shi
2013Tutorial on preference handling.
Alexis Tsoukiàs, Paolo Viappiani
2013Understanding and improving relational matrix factorization in recommender systems.
Li Pu, Boi Faltings
2013Using geospatial metadata to boost collaborative filtering.
Alexander Ostrikov, Lior Rokach, Bracha Shapira
2013Using maximum coverage to optimize recommendation systems in e-commerce.
Mikael Hammar, Robin Karlsson, Bengt J. Nilsson
2013What to read next?: making personalized book recommendations for K-12 users.
Maria Soledad Pera, Yiu-Kai Ng
2013When power users attack: assessing impacts in collaborative recommender systems.
David C. Wilson, Carlos E. Seminario
2013Which app will you use next?: collaborative filtering with interactional context.
Nagarajan Natarajan, Donghyuk Shin, Inderjit S. Dhillon
2013Workshop and challenge on news recommender systems.
Mozhgan Tavakolifard, Jon Atle Gulla, Kevin C. Almeroth, Frank Hopfgartner, Benjamin Kille, Till Plumbaum, Andreas Lommatzsch, Torben Brodt, Arthur Bucko, Tobias Heintz
2013Workshop on human decision making in recommender systems: decisions@RecSys'13.
Li Chen, Marco de Gemmis, Alexander Felfernig, Pasquale Lops, Francesco Ricci, Giovanni Semeraro, Martijn C. Willemsen
2013Workshop on recommender systems meet big data & semantic technologies: SeRSy 2013.
Marco de Gemmis, Tommaso Di Noia, Ora Lassila, Pasquale Lops, Thomas Lukasiewicz, Giovanni Semeraro
2013Workshop on reproducibility and replication in recommender systems evaluation: RepSys.
Alejandro Bellogín, Pablo Castells, Alan Said, Domonkos Tikk
2013Xbox movies recommendations: variational bayes matrix factorization with embedded feature selection.
Noam Koenigstein, Ulrich Paquet
2013You are what you consume: a bayesian method for personalized recommendations.
Konstantinos Babas, Georgios Chalkiadakis, Evangelos Tripolitakis
2013xCLiMF: optimizing expected reciprocal rank for data with multiple levels of relevance.
Yue Shi, Alexandros Karatzoglou, Linas Baltrunas, Martha A. Larson, Alan Hanjalic