RECSYS2016

会议论文列表

本会议共有 97 篇论文

序号	标题	链接	推荐理由	推荐度	摘要	作者	组织
1		Query-based Music Recommendations via Preference Embedding		0		ChihMing Chen, MingFeng Tsai, YiHsuan Yang, YuChing Lin
2		Personalization for Google Now: User Understanding and Application to Information Recommendation and Exploration		0		Shashi Thakur
3		Fifty Shades of Ratings: How to Benefit from a Negative Feedback in Top-N Recommendations Tasks		0		Evgeny Frolov, Ivan V. Oseledets
4		Optimizing Similar Item Recommendations in a Semi-structured Marketplace to Maximize Conversion		0		Daniel A. Galron, Marie Jacob, Natraj Srinivasan, Paul Wang, Ryan Snyder, Stephen Neola, Yuri M. Brovman
5		Bayesian Personalized Ranking with Multi-Channel User Feedback		0		Alan Hanjalic, Babak Loni, Martha A. Larson, Roberto Pagano
6		Meta-Prod2Vec: Product Embeddings Using Side-Information for Recommendation		0		Alexis Conneau, Elena Smirnova, Flavian Vasile
7		Multi-Word Generative Query Recommendation Using Topic Modeling		0		Chirag Shah, Matthew Mitsui
8		A Scalable Approach for Periodical Personalized Recommendations		0		Ish Rishabh, John Carnahan, Zhen Qin
9		Ask the GRU: Multi-task Learning for Deep Text Recommendations		0		Andrew McCallum, David Belanger, Trapit Bansal
10		Accuracy and Diversity in Cross-domain Recommendations for Cold-start Users with Positive-only Feedback		0		Eugenio Di Sciascio, Ignacio FernándezTobías, Iván Cantador, Paolo Tomeo, Tommaso Di Noia
11		Mechanism Design for Personalized Recommender Systems		0		Aris FilosRatsikas, Chang Liu, Pingzhong Tang, Qingpeng Cai
12		Crowd-Based Personalized Natural Language Explanations for Recommendations		0		F. Maxwell Harper, Loren Gilbert Terveen, Shuo Chang
13		Recommender Systems with Personality		0		Amos Azaria, Jason I. Hong
14		TAPER: A Contextual Tensor-Based Approach for Personalized Expert Recommendation		0		Hancheng Ge, Haokai Lu, James Caverlee
15		MAPS: A Multi Aspect Personalized POI Recommender System		0		Ramesh Baral, Tao Li
16		Personalized Recommendations using Knowledge Graphs: A Probabilistic Logic Programming Approach		0		Rose Catherine, William W. Cohen
17		Mendeley: Recommendations for Researchers		0		Kris Jack, Maya Hristakeva, Saúl Vargas
18		Multi-corpus Personalized Recommendations on Google Play		0		Cyrus Master, Levent Koc
19		Conversational Recommendation System with Unsupervised Learning		0		Roger Jin, Yi Zhang, Yueming Sun, Yunfei Chen
20		Local Item-Item Models For Top-N Recommendation		0		Evangelia Christakopoulou, George Karypis
21		Exploring the Value of Personality in Predicting Rating Behaviors: A Study of Category Preferences on MovieLens		0		Joseph A. Konstan, Raghav Pavan Karumur, Tien T. Nguyen
22		Domain-Aware Grade Prediction and Top-n Course Recommendation		0		Asmaa Elbadrawy, George Karypis
23		Behaviorism is Not Enough: Better Recommendations through Listening to Users		0		Martijn C. Willemsen, Michael D. Ekstrand
24		Recommending New Items to Ephemeral Groups Using Contextual User Influence		0		Elisa Quintarelli, Emanuele Rabosio, Letizia Tanca
25		Item-to-item Recommendations at Pinterest		0		Stephanie Kaye Rogers
26		A Coverage-Based Approach to Recommendation Diversity On Similarity Graph		0		Nicolas Usunier, Shameem Puthiya Parambath, Yves Grandvalet
27		Contrasting Offline and Online Results when Evaluating Recommendation Algorithms		0		Fabio Stella, Marco Rossetti, Markus Zanker
28		Factorization Meets the Item Embedding: Regularizing Matrix Factorization with Item Co-occurrence		0		David M. Blei, Dawen Liang, Jaan Altosaar, Laurent Charlin
29		Latent Factor Representations for Cold-Start Video Recommendation		0		Sharath Chandra Guntuku, Sujoy Roy
30		Addressing Cold Start for Next-song Recommendation		0		JyhShing Roger Jang, SzuYu Chou, YiHsuan Yang, YuChing Lin
31		Pairwise Preferences Based Matrix Factorization and Nearest Neighbor Recommendation Techniques		0		Francesco Ricci, Marko Tkalcic, Saikishore Kalloori
32		Parallel Recurrent Neural Network Architectures for Feature-rich Session-based Recommendations		0		Alexandros Karatzoglou, Balázs Hidasi, Domonkos Tikk, Massimo Quadrana
33		Modelling Contextual Information in Session-Aware Recommender Systems with Neural Networks		0		Bartlomiej Twardowski
34		Bayesian Low-Rank Determinantal Point Processes		0		Mike Gartrell, Noam Koenigstein, Ulrich Paquet
35		Recommending Repeat Purchases using Product Segment Statistics		0		Kratika Gupta, Pabitra Mitra, Suvodip Dey
36		The Exploit-Explore Dilemma in Music Recommendation		0		Òscar Celma
37		Topical Semantic Recommendations for Auteur Films		0		Andreas Lommatzsch, Christian Rakow, Till Plumbaum
38		RecExp: A Semantic Recommender System with Explanation Based on Heterogeneous Information Network		0		Bai Wang, Chuan Shi, Jian Liu, Jiawei Hu, Philip S. Yu, Zhiqiang Zhang
39		T-RecS: A Framework for a Temporal Semantic Analysis of the ACM Recommender Systems Conference		0		Fedelucio Narducci, Giovanni Semeraro, Marco de Gemmis, Pasquale Lops, Pierpaolo Basile
40		Gray Sheep, Influential Users, User Modeling and Recommender System Adoption by Startups		0		Abhishek Srivastava
41		Recommender Systems for Self-Actualization		0		Bart P. Knijnenburg, Daricia Wilkinson, Saadhika Sivakumar
42		Recommendations with a Purpose		0		Dietmar Jannach, Gediminas Adomavicius
43		Adaptive, Personalized Diversity for Visual Discovery		0		Choon Hui Teo, Daniel N. Hill, Houssam Nassif, Mitchell Goodman, S. V. N. Vishwanathan, Sriram Srinivasan, Vijai Mohan
44		Field-aware Factorization Machines for CTR Prediction		0		ChihJen Lin, WeiSheng Chin, Yong Zhuang, YuChin Juan
45		Learning Hierarchical Feature Influence for Recommendation by Recursive Regularization		0		Alessandro Bozzon, Jie Yang, Jie Zhang, Zhu Sun
46		HCI for Recommender Systems: the Past, the Present and the Future		0		André Calero Valdez, Katrien Verbert, Martina Ziefle
47		Human-Recommender Systems: From Benchmark Data to Benchmark Cognitive Models		0		Olfa Nasraoui, Patrick Shafto
48		Gaze Prediction for Recommender Systems		0		F. Maxwell Harper, Joseph A. Konstan, Qian Zhao, Shuo Chang
49		ExpLOD: A Framework for Explaining Recommendations based on the Linked Open Data Cloud		0		Cataldo Musto, Fedelucio Narducci, Giovanni Semeraro, Marco de Gemmis, Pasquale Lops
50		Mood-Sensitive Truth Discovery For Reliable Recommendation Systems in Social Sensing		0		Dong Wang, Jermaine Marshall
51		Deep Neural Networks for YouTube Recommendations		0		Emre Sargin, Jay Adams, Paul Covington
52		Past, Present, and Future of Recommender Systems: An Industry Perspective		0		Justin Basilico, Xavier Amatriain
53		Algorithms Aside: Recommendation As The Lens Of Life		0		Andreas Lommatzsch, Andrew M. Demetriou, Anna Zacchi, Ayse Göker, Daniel Kohlsdorf, Davide Malagoli, Domonkos Tikk, Franca Garzotto, Francesco Ricci, Frank Hopfgartner, Jasminko Novak, JeanYves Le Moine, Kristaps Dobrajs, Mario Scriminaci, Marko Tkalcic, Martha A. Larson, Omar Alonso, Paolo Cremonesi, Tamas Motajcsek, Thuy Ngoc Nguyen
54		A Package Recommendation Framework for Trip Planning Activities		0		Dominique Lenne, Idir Benouaret
55		The Contextual Turn: from Context-Aware to Context-Driven Recommender Systems		0		Alexandros Karatzoglou, Balázs Hidasi, Domonkos Tikk, Martha A. Larson, Massimo Quadrana, Paolo Cremonesi, Roberto Pagano
56		Convolutional Matrix Factorization for Document Context-Aware Recommendation		0		Chanyoung Park, Dong Hyun Kim, Hwanjo Yu, Jinoh Oh, Sungyoung Lee
57		Getting the Timing Right: Leveraging Category Inter-purchase Times to Improve Recommender Systems		0		Alexander Ilic, Denis Vuckovac, Julia Wamsler, Martin Natter
58		Guided Walk: A Scalable Recommendation Algorithm for Complex Heterogeneous Social Networks		0		Hassan Abassi, Roy Levin, Uzi Cohen
59		STAR: Semiring Trust Inference for Trust-Aware Social Recommenders		0		Hui Miao, Jennifer Golbeck, John S. Baras, Peixin Gao
60		Vista: A Visually, Socially, and Temporally-aware Model for Artistic Recommendation		0		Chen Fang, Julian J. McAuley, Ruining He, Zhaowen Wang
61		Using Navigation to Improve Recommendations in Real-Time		0		Alexander J. Smola, ChaoYuan Wu, Christopher V. Alvino, Justin Basilico
62		Efficient Bayesian Methods for Graph-based Recommendation		0		Ramon Lopes, Renato M. Assunção, Rodrygo L. T. Santos
63		When Recommendation Systems Go Bad		0		Evan Estola
64		News Recommendations at scale at Bloomberg Media: Challenges and Approaches		0		Dhaval Shah, Parth Shah, Pramod Koneru, Rohit Parimi
65		Recommending for the World		0		Justin Basilico, Yves Raimond
66		Marsbot: Building a Personal Assistant		0		Max Sklar
67		Music Personalization at Spotify		0		Brian Whitman, Edward Newett, Kurt Jacobson, Romain Yon, Vidhya Murali
68		Feature Selection For Human Recommenders		0		Katherine A. Livins
69		Leveraging a Graph-Powered, Real-Time Recommendation Engine to Create Rapid Business Value		0		Adam Anthony, Ruoming Jin, Yang Xiang, YuKeng Shih
70		Considering Supplier Relations and Monetization in Designing Recommendation Systems		0		Jan Krasnodebski, John Dines
71		Recommending the World's Knowledge: Application of Recommender Systems at Quora		0		Lei Yang, Xavier Amatriain
72		A Recommender System to tackle Enterprise Collaboration		0		Gabriel de Souza Pereira Moreira, Gilmar Alves de Souza
73		RecSys Challenge 2016: Job Recommendations		0		András A. Benczúr, Daniel Kohlsdorf, Fabian Abel, Martha A. Larson, Róbert Pálovics
74		Engendering Health with Recommender Systems		0		Alan Said, Bernd Ludwig, Christoph Trattner, David Elsweiler, Hanna Schäfer
75		Group Recommender Systems		0		Ludovico Boratto
76		Matrix and Tensor Decomposition in Recommender Systems		0		Panagiotis Symeonidis
77		People Recommendation Tutorial		0		Ido Guy, Luiz Augusto Pizzato
78		Context-Based IDE Command Recommender System		0		Marko Gasparic
79		Tutorial: Lessons Learned from Building Real-life Recommender Systems		0		Deepak Agarwal, Xavier Amatriain
80		Increasing the Trustworthiness of Recommendations by Exploiting Social Media Sources		0		CatalinMihai Barbu
81		Personalized Support for Healthy Nutrition Decisions		0		Hanna Schäfer
82		Proactive Recommendation Delivery		0		Adem Sabic
83		Recommender Systems from an Industrial and Ethical Perspective		0		Dimitris Paraschakis
84		Asynchronous Distributed Matrix Factorization with Similar User and Item Based Regularization		0		Bikash Joshi, Franck Iutzeler, MassihReza Amini
85		Mining Information for the Cold-Item Problem		0		Fatemeh Pourgholamali
86		Automated Machine Learning in the Wild		0		Claudia Perlich
87		Intent-Aware Diversification Using a Constrained PLSA		0		Jacek Wasilewski, Neil Hurley
88		Joint User Modeling across Aligned Heterogeneous Sites		0		Xuezhi Cao, Yong Yu
89		The Value of Online Customer Reviews		0		Edward C. Malthouse, Georgios Askalidis
90		A Cross-Industry Machine Learning Framework with Explicit Representations		0		Denise Ichinco, Jana Eggers, Nathan Wilson, Sahil Zubair
91		Powering Content Discovery through Scalable, Realtime Profiling of Users' Content Preferences		0		Baruch Brutman, Guy Kobrinsky, Ido Tamir, Ronny Lempel, Roy Bass, Yoram Dayagi
92		Observing Group Decision Making Processes		0		Amra Delic, Francesco Ricci, Hannes Werthner, Julia Neidhardt, Laurens Rook, Markus Zanker, Thuy Ngoc Nguyen
93		Are You Influenced by Others When Rating?: Improve Rating Prediction by Conformity Modeling		0		Xuezhi Cao, Yiming Liu, Yong Yu
94		Discovering What You're Known For: A Contextual Poisson Factorization Approach		0		Haokai Lu, James Caverlee, Wei Niu
95		Representation Learning for Homophilic Preferences		0		Hady Wirawan Lauw, Trong T. Nguyen
96		Hypothesis Testing: How to Eliminate Ideas as Soon as Possible		0		Roman Zykov
97		Generating Pseudotransactions for Improving Sparse Matrix Factorization		0		Agung Toto Wibowo