---
title: "WWW 2017 — all accepted papers with summaries and citations"
description: "All 166 papers of WWW 2017 · page 1 of 2, the most cited first; those with our summary link to it."
canonical: "https://research.elamur.ai/free/en/venues/international-world-wide-web-conference-www/2017/papers/"
---
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# WWW 2017: all accepted papers

166 papers · page 1 of 2 · the most cited first · [← WWW 2017](https://md.research.elamur.ai/free/en/venues/international-world-wide-web-conference-www/2017/)

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1. **[Neural Collaborative Filtering ↗](https://doi.org/10.1145/3038912.3052569)**Xiangnan He, Lizi Liao, Hanwang Zhang et al.*6,652 citations*
2. **[Dynamic Key-Value Memory Networks for Knowledge Tracing](https://md.research.elamur.ai/free/en/papers/zhang-2017-dynamic-key-value-memory-networks/)**Jiani Zhang, Xingjian Shi, Irwin King et al.*862 citations · our summary*
3. **[DeepSense ↗](https://doi.org/10.1145/3038912.3052577)**Shuochao Yao, Shaohan Hu, Yiran Zhao et al.*663 citations*
4. **[Ex Machina ↗](https://doi.org/10.1145/3038912.3052591)**Ellery Wulczyn, Nithum Thain, Lucas Dixon*636 citations*
5. **[Fairness Beyond Disparate Treatment & Disparate Impact ↗](https://doi.org/10.1145/3038912.3052660)**Muhammad Bilal Zafar, Isabel Valera, Manuel Gomez-Rodriguez et al.*629 citations*
6. **[Collaborative Metric Learning ↗](https://doi.org/10.1145/3038912.3052639)**Cheng-Kang Hsieh, Longqi Yang, Yin Cui et al.*526 citations*
7. **[Learning to Match using Local and Distributed Representations of Text for Web Search ↗](https://doi.org/10.1145/3038912.3052579)**Bhaskar Mitra, Fernando Díaz, Nick Craswell*426 citations*
8. **[Explicit Semantic Ranking for Academic Search via Knowledge Graph Embedding ↗](https://doi.org/10.1145/3038912.3052558)**Chenyan Xiong, Russell Power, Jamie Callan*406 citations*
9. **[DeepCas ↗](https://doi.org/10.1145/3038912.3052643)**Cheng Li, Jiaqi Ma, Xiaoxiao Guo et al.*296 citations*
10. **[Neural Network-based Question Answering over Knowledge Graphs on Word and Character Level ↗](https://doi.org/10.1145/3038912.3052675)**Denis Lukovnikov, Asja Fischer, Jens Lehmann et al.*279 citations*
11. **[CoType ↗](https://doi.org/10.1145/3038912.3052708)**Xiang Ren, Zeqiu Wu, Wenqi He et al.*265 citations*
12. **[What Your Images Reveal ↗](https://doi.org/10.1145/3038912.3052638)**Suhang Wang, Yilin Wang, Jiliang Tang et al.*229 citations*
13. **[Automated Template Generation for Question Answering over Knowledge Graphs ↗](https://doi.org/10.1145/3038912.3052583)**Abdalghani Abujabal, Mohamed Yahya, Mirek Riedewald et al.*225 citations*
14. **[A Generic Coordinate Descent Framework for Learning from Implicit Feedback ↗](https://doi.org/10.1145/3038912.3052694)**Immanuel Bayer, Xiangnan He, Bhargav Kanagal et al.*223 citations*
15. **[Location Privacy-Preserving Task Allocation for Mobile Crowdsensing with Differential Geo-Obfuscation ↗](https://doi.org/10.1145/3038912.3052696)**Leye Wang, Dingqi Yang, Xiao Gang Han et al.*178 citations*
16. **[An Army of Me ↗](https://doi.org/10.1145/3038912.3052677)**Srijan Kumar, Justin S. Cheng, Jure Leskovec et al.*165 citations*
17. **[DeepMood ↗](https://doi.org/10.1145/3038912.3052676)**Yoshihiko Suhara, Yinzhan Xu, Alex Pentland*163 citations*
18. **[Investigating the Healthiness of Internet-Sourced Recipes ↗](https://doi.org/10.1145/3038912.3052573)**Christoph Trattner, David Elsweiler*156 citations*
19. **[Scalable Motif-aware Graph Clustering ↗](https://doi.org/10.1145/3038912.3052653)**Charalampos E. Tsourakakis, Jakub Pachocki, Michael Mitzenmacher*151 citations*
20. **[Regions, Periods, Activities ↗](https://doi.org/10.1145/3038912.3052601)**Chao Zhang, Keyang Zhang, Quan Yuan et al.*142 citations*
21. **[ESCAPE ↗](https://doi.org/10.1145/3038912.3052597)**Ali Pinar, Comandur Seshadhri, Vaidyanathan Vishal*139 citations*
22. **[Learning to Recommend Accurate and Diverse Items ↗](https://doi.org/10.1145/3038912.3052585)**Peizhe Cheng, Shuaiqiang Wang, Jun Ma et al.*136 citations*
23. **[Bimodal Distribution and Co-Bursting in Review Spam Detection ↗](https://doi.org/10.1145/3038912.3052582)**Huayi Li, Geli Fei, Shuai Wang et al.*135 citations*
24. **[Mobile Sensing at the Service of Mental Well-being ↗](https://doi.org/10.1145/3038912.3052618)**Sandra Servia-Rodríguez, Kiran K. Rachuri, Cecilia Mascolo C et al.*134 citations*
25. **[Trajectory Recovery From Ash ↗](https://doi.org/10.1145/3038912.3052620)**Fengli Xu, Zhen Tu, Yong Li et al.*134 citations*
26. **[Some Recipes Can Do More Than Spoil Your Appetite ↗](https://doi.org/10.1145/3038912.3052709)**Milijana Surbatovich, Jassim Aljuraidan, Lujo Bauer et al.*128 citations*
27. **[Leveraging Large Amounts of Weakly Supervised Data for Multi-Language Sentiment Classification ↗](https://doi.org/10.1145/3038912.3052611)**Jan Deriu, Aurélien Lucchi, Valéria De Luca et al.*118 citations*
28. **[Streaming Recommender Systems ↗](https://doi.org/10.1145/3038912.3052627)**Shiyu Chang, Yang Zhang, Jiliang Tang et al.*112 citations*
29. **[Expecting to be HIP ↗](https://doi.org/10.1145/3038912.3052650)**Marian-Andrei Rizoiu, Lexing Xie, Scott Sanner et al.*109 citations*
30. **[Adverse Drug Event Detection in Tweets with Semi-Supervised Convolutional Neural Networks ↗](https://doi.org/10.1145/3038912.3052671)**Kathy Lee, Ashequl Qadir, Sadid A. Hasan et al.*106 citations*
31. **[Tracking Phishing Attacks Over Time ↗](https://doi.org/10.1145/3038912.3052654)**Qian Cui, Guy-Vincent Jourdan, Gregor von Bochmann et al.*102 citations*
32. **[Fairness in Package-to-Group Recommendations ↗](https://doi.org/10.1145/3038912.3052612)**Dimitris Serbos, Shuyao Qi, Nikos Mamoulis et al.*101 citations*
33. **[Learning Personalized Preference of Strong and Weak Ties for Social Recommendation ↗](https://doi.org/10.1145/3038912.3052556)**Xin Wang, Steven C. H. Hoi, Martin Ester et al.*96 citations*
34. **[De-anonymizing Web Browsing Data with Social Networks ↗](https://doi.org/10.1145/3038912.3052714)**Jessica Ann Lasky-Su, Ansh Shukla, Sharad Goel et al.*95 citations*
35. **[Tools for Automated Analysis of Cybercriminal Markets ↗](https://doi.org/10.1145/3038912.3052600)**Rebecca S. Portnoff, Sadia Afroz, Greg Durrett et al.*85 citations*
36. **[Why We Read Wikipedia ↗](https://doi.org/10.1145/3038912.3052716)**Philipp Singer, Florian Lemmerich, Robert West et al.*85 citations*
37. **[Cross View Link Prediction by Learning Noise-resilient Representation Consensus ↗](https://doi.org/10.1145/3038912.3052575)**Xiaokai Wei, Linchuan Xu, Bokai Cao et al.*84 citations*
38. **[Performance Monitoring and Root Cause Analysis for Cloud-hosted Web Applications ↗](https://doi.org/10.1145/3038912.3052649)**Hiranya Jayathilaka, Chandra Krintz, Rich Wolski*79 citations*
39. **[Semi-supervised Clustering in Attributed Heterogeneous Information Networks ↗](https://doi.org/10.1145/3038912.3052576)**Xiang Li, Yao Wu, Martin Ester et al.*79 citations*
40. **[AttriInfer ↗](https://doi.org/10.1145/3038912.3052695)**Jinyuan Jia, Binghui Wang, Le Zhang et al.*78 citations*
41. **[Large Scale Density-friendly Graph Decomposition via Convex Programming ↗](https://doi.org/10.1145/3038912.3052619)**Maximilien Danisch, T-H. Hubert Chan, Mauro Sozio*78 citations*
42. **[Almond ↗](https://doi.org/10.1145/3038912.3052562)**Giovanni Campagna, Rakesh Ramesh, Silei Xu et al.*77 citations*
43. **[Prices and Subsidies in the Sharing Economy ↗](https://doi.org/10.1145/3038912.3052564)**Zhixuan Fang, Longbo Huang, Adam Wierman*74 citations*
44. **[Beyond Globally Optimal ↗](https://doi.org/10.1145/3038912.3052713)**Alex Beutel, Ed H., Zhiyuan Cheng et al.*73 citations*
45. **[BOAT ↗](https://doi.org/10.1145/3038912.3052662)**Valentin Dalibard, Michael Schaarschmidt, Eiko Yoneki*72 citations*
46. **[A Fast and Provable Method for Estimating Clique Counts Using Turán's Theorem ↗](https://doi.org/10.1145/3038912.3052636)**Shweta Jain, Comandur Seshadhri*71 citations*
47. **[Extended Tracking Powers ↗](https://doi.org/10.1145/3038912.3052596)**Oleksii Starov, Nick Nikiforakis*70 citations*
48. **[Forecasting Seasonal Influenza Fusing Digital Indicators and a Mechanistic Disease Model ↗](https://doi.org/10.1145/3038912.3052678)**Qian Zhang, Nicola Perra, Daniela Perrotta et al.*70 citations*
49. **[J-Force ↗](https://doi.org/10.1145/3038912.3052674)**Kyungtae Kim, I Luk Kim, Chung Hwan Kim et al.*66 citations*
50. **[Sangoshthi ↗](https://doi.org/10.1145/3038912.3052624)**Deepika Yadav, Pushpendra Singh, Kyle Montague et al.*66 citations*
51. **[Temporal Effects on Hashtag Reuse in Twitter ↗](https://doi.org/10.1145/3038912.3052605)**Dominik Kowald, Subhash Chandra Pujari, Elisabeth Lex*62 citations*
52. **[Understanding and Discovering Deliberate Self-harm Content in Social Media ↗](https://doi.org/10.1145/3038912.3052555)**Yilin Wang, Jiliang Tang, Jundong Li et al.*62 citations*
53. **[Detecting Duplicate Posts in Programming QA Communities via Latent Semantics and Association Rules ↗](https://doi.org/10.1145/3038912.3052701)**Wei Emma Zhang, Quan Z. Sheng, Jey Han Lau et al.*60 citations*
54. **[Is Saki #delicious? ↗](https://doi.org/10.1145/3038912.3052663)**Ferda Ofli, Yusuf Aytar, Ingmar G. Weber et al.*60 citations*
55. **[Situational Context for Ranking in Personal Search ↗](https://doi.org/10.1145/3038912.3052648)**Hamed Zamani, Michael Bendersky, Xuanhui Wang et al.*60 citations*
56. **[Modeling Consumer Preferences and Price Sensitivities from Large-Scale Grocery Shopping Transaction Logs ↗](https://doi.org/10.1145/3038912.3052568)**Mengting Wan, Di Wang, Matt Goldman et al.*58 citations*
57. **[Security Challenges in an Increasingly Tangled Web ↗](https://doi.org/10.1145/3038912.3052686)**Deepak Kumar, Zane Ma, Zakir Durumeric et al.*58 citations*
58. **[Blood Pressure Prediction via Recurrent Models with Contextual Layer ↗](https://doi.org/10.1145/3038912.3052604)**Xiaohan Li, Shu Wu, Liang Wang*56 citations*
59. **[An Explorative Study of the Mobile App Ecosystem from App Developers' Perspective ↗](https://doi.org/10.1145/3038912.3052712)**Haoyu Wang, Zhe Liu, Yao Guo et al.*55 citations*
60. **[Characterizing Email Search using Large-scale Behavioral Logs and Surveys ↗](https://doi.org/10.1145/3038912.3052615)**Qingyao Ai, Susan Dumais, Nick Craswell et al.*55 citations*
61. **[Enhancing Feature Selection Using Word Embeddings ↗](https://doi.org/10.1145/3038912.3052622)**Vasileios Lampos, Bin Zou, Ingemar Johansson Cox*53 citations*
62. **[Measuring and Improving the Reliability of Wide-Area Cloud Paths ↗](https://doi.org/10.1145/3038912.3052560)**Osama Haq, Mamoon Raja, Fahad Rafique Dogar*52 citations*
63. **[Usage Patterns and the Economics of the Public Cloud ↗](https://doi.org/10.1145/3038912.3052707)**Cinar Kilcioglu, Justin M. Rao, Aadharsh Kannan et al.*52 citations*
64. **[Do "Also-Viewed" Products Help User Rating Prediction? ↗](https://doi.org/10.1145/3038912.3052581)**Chanyoung Park, Yejin Kim, Jinoh Oh et al.*51 citations*
65. **[Exploring Query Auto-Completion and Click Logs for Contextual-Aware Web Search and Query Suggestion ↗](https://doi.org/10.1145/3038912.3052593)**Liangda Li, Hongbo Deng, Anlei Dong et al.*50 citations*
66. **[Harnessing the Web for Population-Scale Physiological Sensing ↗](https://doi.org/10.1145/3038912.3052637)**Tim Althoff, Eric Horvitz, Ryen W. White et al.*50 citations*
67. **[Query Expansion Based on a Feedback Concept Model for Microblog Retrieval ↗](https://doi.org/10.1145/3038912.3052710)**Yashen Wang, Heyan Huang, Chong Feng*50 citations*
68. **[A General Model for Out-of-town Region Recommendation ↗](https://doi.org/10.1145/3038912.3052667)**Tuan-Anh Nguyen Pham, Xutao Li, Gao Cong*47 citations*
69. **[The Long-Standing Privacy Debate ↗](https://doi.org/10.1145/3038912.3052691)**Elias P. Papadopoulos, Michalis Diamantaris, Panagiotis Papadopoulos et al.*46 citations*
70. **[Detecting Large Reshare Cascades in Social Networks ↗](https://doi.org/10.1145/3038912.3052718)**Karthik Subbian, B. Aditya Prakash, Lada A. Adamic*44 citations*
71. **[SMARTGEN ↗](https://doi.org/10.1145/3038912.3052609)**Chaoshun Zuo, Zhiqiang Lin*44 citations*
72. **[Sampling from Social Networks with Attributes ↗](https://doi.org/10.1145/3038912.3052665)**Claudia Wagner, Philipp Singer, Fariba Karimi et al.*43 citations*
73. **[How Public Is My Private Life? ↗](https://doi.org/10.1145/3038912.3052592)**Camille Cobb, Tadayoshi Kohno*42 citations*
74. **[Interplay between Social Influence and Network Centrality ↗](https://doi.org/10.1145/3038912.3052608)**Wei Chen, Shang‐Hua Teng*42 citations*
75. **[The Onions Have Eyes ↗](https://doi.org/10.1145/3038912.3052657)**Iskander Sánchez-Rola, Davide Balzarotti, Igor Santos*41 citations*
76. **[Budget Management Strategies in Repeated Auctions ↗](https://doi.org/10.1145/3038912.3052682)**Santiago Balseiro, Anthony H. Kim, Mohammad Mahdian et al.*40 citations*
77. **[Distilling Task Knowledge from How-To Communities ↗](https://doi.org/10.1145/3038912.3052715)**Cuong Xuan Chu, Niket Tandon, Gerhard Weikum*39 citations*
78. **[Transparent Web Service Auditing via Network Provenance Functions ↗](https://doi.org/10.1145/3038912.3052640)**Adam Bates, Wajih Ul Hassan, Kevin R. B. Butler et al.*39 citations*
79. **[Extracting Emerging Knowledge from Social Media ↗](https://doi.org/10.1145/3038912.3052697)**Marco Brambilla, Stefano Ceri, Emanuele Della Valle et al.*38 citations*
80. **[Using Participatory Web-based Surveillance Data to Improve Seasonal Influenza Forecasting in Italy ↗](https://doi.org/10.1145/3038912.3052670)**Daniela Perrotta, Michele Tizzoni, Daniela Paolotti*38 citations*
81. **[Identifying Value in Crowdsourced Wireless Signal Measurements ↗](https://doi.org/10.1145/3038912.3052563)**Zhijing Li, Ana Nika, Xinyi Zhang et al.*37 citations*
82. **[Submodular Optimization Over Sliding Windows ↗](https://doi.org/10.1145/3038912.3052699)**Alessandro Epasto, Silvio Lattanzi, Sergei Vassilvitskii et al.*36 citations*
83. **[On Analyzing User Topic-Specific Platform Preferences Across Multiple Social Media Sites ↗](https://doi.org/10.1145/3038912.3052614)**Roy Ka-Wei Lee, Tuan-Anh Hoang, Ee‐Peng Lim*35 citations*
84. **[An Efficient Approach to Event Detection and Forecasting in Dynamic Multivariate Social Media Networks ↗](https://doi.org/10.1145/3038912.3052588)**Minglai Shao, Jianxin Li, Feng Chen et al.*34 citations*
85. **[Who Controls the Internet? ↗](https://doi.org/10.1145/3038912.3052587)**Milivoj Simeonovski, Giancarlo Pellegrino, Christian Rossow et al.*34 citations*
86. **[GSP ↗](https://doi.org/10.1145/3038912.3052687)**Christopher A. Wilkens, Ruggiero Cavallo, Rad Niazadeh*33 citations*
87. **[Modeling the Dynamics of Learning Activity on the Web ↗](https://doi.org/10.1145/3038912.3052669)**Charalampos Mavroforakis, Isabel Valera, Manuel Gomez-Rodriguez*33 citations*
88. **[Legion ↗](https://doi.org/10.1145/3038912.3052673)**Albert van der Linde, Pedro Fouto, Joao Carlos Antunes Leitao et al.*32 citations*
89. **[Consistent Weighted Sampling Made More Practical ↗](https://doi.org/10.1145/3038912.3052598)**Wei Wu, Bin Li, Ling Chen et al.*31 citations*
90. **[Extracting and Ranking Travel Tips from User-Generated Reviews ↗](https://doi.org/10.1145/3038912.3052632)**Ido Guy, Avihai Mejer, Alexander Nus et al.*31 citations*
91. **[Push or Request ↗](https://doi.org/10.1145/3038912.3052574)**Sanae Rosen, Bo Han, Shuai Hao et al.*31 citations*
92. **[Distilling Information Reliability and Source Trustworthiness from Digital Traces ↗](https://doi.org/10.1145/3038912.3052672)**Behzad Tabibian, Isabel Valera, Mehrdad Farajtabar et al.*30 citations*
93. **[Information Extraction in Illicit Web Domains ↗](https://doi.org/10.1145/3038912.3052642)**Mayank Kejriwal, Pedro A. Szekely*30 citations*
94. **[AppHolmes ↗](https://doi.org/10.1145/3038912.3052645)**Mengwei Xu, Yun Ma, Xuanzhe Liu et al.*29 citations*
95. **[EOMM ↗](https://doi.org/10.1145/3038912.3052559)**Zhengxing Chen, Su Xue, John F. Kolen et al.*29 citations*
96. **[Discussion Quality Diffuses in the Digital Public Square ↗](https://doi.org/10.1145/3038912.3052666)**George Berry, Sean J. Taylor*28 citations*
97. **[Optimizing the Recency-Relevancy Trade-off in Online News Recommendations ↗](https://doi.org/10.1145/3038912.3052656)**Abhijnan Chakraborty, Saptarshi Ghosh, Niloy Ganguly et al.*28 citations*
98. **[Exploring Rated Datasets with Rating Maps ↗](https://doi.org/10.1145/3038912.3052623)**Sihem Amer-Yahia, Sofia Kleisarchaki, Naresh Kumar Kolloju et al.*27 citations*
99. **[On the Content Security Policy Violations due to the Same-Origin Policy ↗](https://doi.org/10.1145/3038912.3052634)**Dolière Francis Somé, Nataliia Bielova, Tamara Rezk*27 citations*
100. **[What Makes a Link Successful on Wikipedia? ↗](https://doi.org/10.1145/3038912.3052613)**Dimitar Dimitrov, Philipp Singer, Florian Lemmerich et al.*27 citations*

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