Proceedings of the 26th International Conference on World Wide Web, WWW 2017, Perth, Australia, April 3-7, 2017

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Proceedings of the 26th International Conference on World Wide Web, WWW 2017, Perth, Australia, April 3-7, 2017

Rick Barrett, Rick Cummings, Eugene Agichtein, Evgeniy Gabrilovich (Editors)

Anthology ID:: 2017.wwwconf_conference-2017
Year:: 2017
Venue:: wwwconf_conference
Publisher:: ACM
URL:: https://doi.org/10.1145/3038912
DOI:: 10.1145/3038912
DBLP:: conf/www/2017
BibTeX:: Download

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Proceedings of the 26th International Conference on World Wide Web, WWW 2017, Perth, Australia, April 3-7, 2017

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Taming the Data Deluge to Unravel the Mysteries of the Universe
Melanie Johnston-Hollitt

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The Web-Wide World
Mark Pesce

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Web Mail is not Dead!: It's Just Not Human Anymore
Yoelle Maarek

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Deals or No Deals: Contract Design for Online Advertising
Vahab S. Mirrokni | Hamid Nazerzadeh

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Budget Management Strategies in Repeated Auctions
Santiago R. Balseiro | Anthony Kim | Mohammad Mahdian | Vahab S. Mirrokni

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GSP: The Cinderella of Mechanism Design
Christopher A. Wilkens | Ruggiero Cavallo | Rad Niazadeh

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Horizon-Independent Optimal Pricing in Repeated Auctions with Truthful and Strategic Buyers
Alexey Drutsa

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Sponsored Search Auctions with Rich Ads
Ruggiero Cavallo | Prabhakar Krishnamurthy | Maxim Sviridenko | Christopher A. Wilkens

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Prices and Subsidies in the Sharing Economy
Zhixuan Fang | Longbo Huang | Adam Wierman

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Segmenting Two-Sided Markets
Siddhartha Banerjee | Sreenivas Gollapudi | Kostas Kollias | Kamesh Munagala

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An Experimental Evaluation of Regret-Based Econometrics
Noam Nisan | Gali Noti

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Usage Patterns and the Economics of the Public Cloud
Cinar Kilcioglu | Justin M. Rao | Aadharsh Kannan | R. Preston McAfee

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Harnessing the Web for Population-Scale Physiological Sensing: A Case Study of Sleep and Performance
Tim Althoff | Eric Horvitz | Ryen W. White | Jamie M. Zeitzer

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Web Application Migration with Closure Reconstruction
Jin-woo Kwon | Soo-Mook Moon

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AppHolmes: Detecting and Characterizing App Collusion among Third-Party Android Markets
Mengwei Xu | Yun Ma | Xuanzhe Liu | Felix Xiaozhu Lin | Yunxin Liu

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Learning to Recommend Accurate and Diverse Items
Peizhe Cheng | Shuaiqiang Wang | Jun Ma | Jiankai Sun | Hui Xiong

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Beyond Globally Optimal: Focused Learning for Improved Recommendations
Alex Beutel | Ed Huai-hsin Chi | Zhiyuan Cheng | Hubert Pham | John R. Anderson

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AutoCyclone: Automatic Mining of Cyclic Online Activities with Robust Tensor Factorization
Tsubasa Takahashi | Bryan Hooi | Christos Faloutsos

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Assessing Percolation Threshold Based on High-Order Non-Backtracking Matrices
Yuan Lin | Wei Chen | Zhongzhi Zhang

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Large Scale Density-friendly Graph Decomposition via Convex Programming
Maximilien Danisch | T.-H. Hubert Chan | Mauro Sozio

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nTD: Noise-Profile Adaptive Tensor Decomposition
Xinsheng Li | K. Selçuk Candan | Maria Luisa Sapino

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Measuring and Improving the Reliability of Wide-Area Cloud Paths
Osama Haq | Mamoon Raja | Fahad R. Dogar

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Ten Blue Links on Mars
Charles L. A. Clarke | Gordon V. Cormack | Jimmy Lin | Adam Roegiest

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Inferring Individual Attributes from Search Engine Queries and Auxiliary Information
Luca Soldaini | Elad Yom-Tov

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Using Participatory Web-based Surveillance Data to Improve Seasonal Influenza Forecasting in Italy
Daniela Perrotta | Michele Tizzoni | Daniela Paolotti

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PhLeGrA: Graph Analytics in Pharmacology over the Web of Life Sciences Linked Open Data
Maulik R. Kamdar | Mark A. Musen

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Reducing Latency by Eliminating Synchrony
Min Hong Yun | Songtao He | Lin Zhong

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Almond: The Architecture of an Open, Crowdsourced, Privacy-Preserving, Programmable Virtual Assistant
Giovanni Campagna | Rakesh Ramesh | Silei Xu | Michael Fischer | Monica S. Lam

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DeepSense: A Unified Deep Learning Framework for Time-Series Mobile Sensing Data Processing
Shuochao Yao | Shaohan Hu | Yiran Zhao | Aston Zhang | Tarek F. Abdelzaher

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Fairness in Package-to-Group Recommendations
Dimitris Serbos | Shuyao Qi | Nikos Mamoulis | Evaggelia Pitoura | Panayiotis Tsaparas

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A General Model for Out-of-town Region Recommendation
Tuan-Anh Nguyen Pham | Xutao Li | Gao Cong

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Linear Additive Markov Processes
Ravi Kumar | Maithra Raghu | Tamás Sarlós | Andrew Tomkins

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Submodular Optimization Over Sliding Windows
Alessandro Epasto | Silvio Lattanzi | Sergei Vassilvitskii | Morteza Zadimoghaddam

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When Hashes Met Wedges: A Distributed Algorithm for Finding High Similarity Vectors
Aneesh Sharma | C. Seshadhri | Ashish Goel

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A Fast and Provable Method for Estimating Clique Counts Using Turán's Theorem
Shweta Jain | C. Seshadhri

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Push or Request: An Investigation of HTTP/2 Server Push for Improving Mobile Performance
Sanae Rosen | Bo Han | Shuai Hao | Zhuoqing Morley Mao | Feng Qian

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Performance Monitoring and Root Cause Analysis for Cloud-hosted Web Applications
Hiranya Jayathilaka | Chandra Krintz | Rich Wolski

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BOAT: Building Auto-Tuners with Structured Bayesian Optimization
Valentin Dalibard | Michael Schaarschmidt | Eiko Yoneki

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Investigating the Healthiness of Internet-Sourced Recipes: Implications for Meal Planning and Recommender Systems
Christoph Trattner | David Elsweiler

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Is Saki #delicious?: The Food Perception Gap on Instagram and Its Relation to Health
Ferda Ofli | Yusuf Aytar | Ingmar Weber | Raggi al Hammouri | Antonio Torralba

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The Spread of Physical Activity Through Social Networks
David Stück | Haraldur Tómas Hallgrímsson | Greg Ver Steeg | Alessandro Epasto | Luca Foschini

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Drawing Sound Conclusions from Noisy Judgments
David Goldberg | Andrew Trotman | Xiao Wang | Wei Min | Zongru Wan

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Web Search as a Linguistic Tool
Adam Fourney | Meredith Ringel Morris | Ryen W. White

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Query Expansion Based on a Feedback Concept Model for Microblog Retrieval
Yashen Wang | Heyan Huang | Chong Feng

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Why Do Cascade Sizes Follow a Power-Law?
Karol Wegrzycki | Piotr Sankowski | Andrzej Pacuk | Piotr Wygocki

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DeepCas: An End-to-end Predictor of Information Cascades
Cheng Li | Jiaqi Ma | Xiaoxiao Guo | Qiaozhu Mei

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Cascades: A View from Audience
Rahmtin Rotabi | Krishna Kamath | Jon M. Kleinberg | Aneesh Sharma

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Detecting Large Reshare Cascades in Social Networks
Karthik Subbian | B. Aditya Prakash | Lada A. Adamic

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Collaborative Optimization for Collective Decision-making in Continuous Spaces
Nikhil Garg | Vijay Kamble | Ashish Goel | David Marn | Kamesh Munagala

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Who Controls the Internet?: Analyzing Global Threats using Property Graph Traversals
Milivoj Simeonovski | Giancarlo Pellegrino | Christian Rossow | Michael Backes

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Tracking Phishing Attacks Over Time
Qian Cui | Guy-Vincent Jourdan | Gregor von Bochmann | Russell Couturier | Iosif-Viorel Onut

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Blood Pressure Prediction via Recurrent Models with Contextual Layer
Xiaohan Li | Shu Wu | Liang Wang

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Enhancing Feature Selection Using Word Embeddings: The Case of Flu Surveillance
Vasileios Lampos | Bin Zou | Ingemar Johansson Cox

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DeepMood: Forecasting Depressed Mood Based on Self-Reported Histories via Recurrent Neural Networks
Yoshihiko Suhara | Yinzhan Xu | Alex 'Sandy' Pentland

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GPOP: Scalable Group-level Popularity Prediction for Online Content in Social Networks
Minh X. Hoang | Xuan-Hong Dang | Xiang Wu | Zhenyu Yan | Ambuj K. Singh

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Taming the Unpredictability of Cultural Markets with Social Influence
Andrés Abeliuk | Gerardo Berbeglia | Pascal Van Hentenryck | Tad Hogg | Kristina Lerman

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Dynamic Key-Value Memory Networks for Knowledge Tracing
Jiani Zhang | Xingjian Shi | Irwin King | Dit-Yan Yeung

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How Users Explore Ontologies on the Web: A Study of NCBO's BioPortal Usage Logs
Simon Walk | Lisette Espin Noboa | Denis Helic | Markus Strohmaier | Mark A. Musen

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Type-based Semantic Optimization for Scalable RDF Graph Pattern Matching
HyeongSik Kim | Padmashree Ravindra | Kemafor Anyanwu

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Extracting Emerging Knowledge from Social Media
Marco Brambilla | Stefano Ceri | Emanuele Della Valle | Riccardo Volonterio | Felix Xavier Acero Salazar

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Distilling Task Knowledge from How-To Communities
Cuong Xuan Chu | Niket Tandon | Gerhard Weikum

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Constructing and Evaluating a Novel Crowdsourcing-based Paraphrased Opinion Spam Dataset
Seongsoon Kim | Seongwoon Lee | Donghyeon Park | Jaewoo Kang

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Optimizing the Recency-Relevancy Trade-off in Online News Recommendations
Abhijnan Chakraborty | Saptarshi Ghosh | Niloy Ganguly | Krishna P. Gummadi

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An Army of Me: Sockpuppets in Online Discussion Communities
Srijan Kumar | Justin Cheng | Jure Leskovec | V. S. Subrahmanian

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SMARTGEN: Exposing Server URLs of Mobile Apps With Selective Symbolic Execution
Chaoshun Zuo | Zhiqiang Lin

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On the Content Security Policy Violations due to the Same-Origin Policy
Dolière Francis Somé | Nataliia Bielova | Tamara Rezk

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What Makes a Link Successful on Wikipedia?
Dimitar Dimitrov | Philipp Singer | Florian Lemmerich | Markus Strohmaier

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Cats and Captions vs. Creators and the Clock: Comparing Multimodal Content to Context in Predicting Relative Popularity
Jack Hessel | Lillian Lee | David M. Mimno

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Clustered Model Adaption for Personalized Sentiment Analysis
Lin Gong | Benjamin Haines | Hongning Wang

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Exact Computation of Influence Spread by Binary Decision Diagrams
Takanori Maehara | Hirofumi Suzuki | Masakazu Ishihata

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Secure Centrality Computation Over Multiple Networks
Gilad Asharov | Francesco Bonchi | David García-Soriano | Tamir Tassa

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Interplay between Social Influence and Network Centrality: A Comparative Study on Shapley Centrality and Single-Node-Influence Centrality
Wei Chen | Shang-Hua Teng

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Portfolio Optimization for Influence Spread
Naoto Ohsaka | Yuichi Yoshida

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Extracting and Ranking Travel Tips from User-Generated Reviews
Ido Guy | Avihai Mejer | Alexander Nus | Fiana Raiber

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Information Extraction in Illicit Web Domains
Mayank Kejriwal | Pedro A. Szekely

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Learning to Extract Events from Knowledge Base Revisions
Alexander Konovalov | Benjamin Strauss | Alan Ritter | Brendan O'Connor

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Correlation Clustering with Low-Rank Matrices
Nate Veldt | Anthony Ian Wirth | David F. Gleich

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Consistent Weighted Sampling Made More Practical
Wei Wu | Bin Li | Ling Chen | Chengqi Zhang

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Theory of the GMM Kernel
Ping Li | Cun-Hui Zhang

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Detecting Collusive Spamming Activities in Community Question Answering
Yuli Liu | Yiqun Liu | Ke Zhou | Min Zhang | Shaoping Ma

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FLOCK: Combating Astroturfing on Livestreaming Platforms
Neil Shah

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Can You Spot the Fakes?: On the Limitations of User Feedback in Online Social Networks
David Mandell Freeman

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Do "Also-Viewed" Products Help User Rating Prediction?
Chanyoung Park | Dong Hyun Kim | Jinoh Oh | Hwanjo Yu

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Monetary Discount Strategies for Real-Time Promotion Campaign
Ying-Chun Lin | Chi-Hsuan Huang | Chu-Cheng Hsieh | Yu-Chen Shu | Kun-Ta Chuang

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Predicting Latent Structured Intents from Shopping Queries
Chao-Yuan Wu | Amr Ahmed | Gowtham Ramani Kumar | Ritendra Datta

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Back To The Source: An Online Approach for Sensor Placement and Source Localization
Brunella Spinelli | L. Elisa Celis | Patrick Thiran

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Fairness Beyond Disparate Treatment & Disparate Impact: Learning Classification without Disparate Mistreatment
Muhammad Bilal Zafar | Isabel Valera | Manuel Gomez-Rodriguez | Krishna P. Gummadi

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Sampling from Social Networks with Attributes
Claudia Wagner | Philipp Singer | Fariba Karimi | Jürgen Pfeffer | Markus Strohmaier

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Automated Template Generation for Question Answering over Knowledge Graphs
Abdalghani Abujabal | Mohamed Yahya | Mirek Riedewald | Gerhard Weikum

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A Semantic Graph-Based Approach for Mining Common Topics from Multiple Asynchronous Text Streams
Long Chen | Joemon M. Jose | Haitao Yu | Fajie Yuan

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Neural Network-based Question Answering over Knowledge Graphs on Word and Character Level
Denis Lukovnikov | Asja Fischer | Jens Lehmann | Sören Auer

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Detecting Duplicate Posts in Programming QA Communities via Latent Semantics and Association Rules
Wei Emma Zhang | Quan Z. Sheng | Jey Han Lau | Ermyas Abebe

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How Public Is My Private Life?: Privacy in Online Dating
Camille Cobb | Tadayoshi Kohno

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The Onions Have Eyes: A Comprehensive Structure and Privacy Analysis of Tor Hidden Services
Iskander Sánchez-Rola | Davide Balzarotti | Igor Santos

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De-anonymizing Web Browsing Data with Social Networks
Jessica Su | Ansh Shukla | Sharad Goel | Arvind Narayanan

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Explicit Semantic Ranking for Academic Search via Knowledge Graph Embedding
Chenyan Xiong | Russell Power | Jamie Callan

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Neighbor-Aware Search for Approximate Labeled Graph Matching using the Chi-Square Statistics
Sourav Dutta | Pratik Nayek | Arnab Bhattacharya

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Learning to Match using Local and Distributed Representations of Text for Web Search
Bhaskar Mitra | Fernando Diaz | Nick Craswell

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Using the Delay in a Treatment Effect to Improve Sensitivity and Preserve Directionality of Engagement Metrics in A/B Experiments
Alexey Drutsa | Gleb Gusev | Pavel Serdyukov

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GB-CENT: Gradient Boosted Categorical Embedding and Numerical Trees
Qian Zhao | Yue Shi | Liangjie Hong

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Decoupled Collaborative Ranking
Jun Hu | Ping Li

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LETOR Methods for Unsupervised Rank Aggregation
Avradeep Bhowmik | Joydeep Ghosh

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A Generic Coordinate Descent Framework for Learning from Implicit Feedback
Immanuel Bayer | Xiangnan He | Bhargav Kanagal | Steffen Rendle

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On Analyzing User Topic-Specific Platform Preferences Across Multiple Social Media Sites
Roy Ka-Wei Lee | Tuan-Anh Hoang | Ee-Peng Lim

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Competition and Selection Among Conventions
Rahmtin Rotabi | Cristian Danescu-Niculescu-Mizil | Jon M. Kleinberg

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Discussion Quality Diffuses in the Digital Public Square
George Berry | Sean J. Taylor

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When Confidence and Competence Collide: Effects on Online Decision-Making Discussions
Liye Fu | Lillian Lee | Cristian Danescu-Niculescu-Mizil

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Ex Machina: Personal Attacks Seen at Scale
Ellery Wulczyn | Nithum Thain | Lucas Dixon

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Temporal Effects on Hashtag Reuse in Twitter: A Cognitive-Inspired Hashtag Recommendation Approach
Dominik Kowald | Subhash Chandra Pujari | Elisabeth Lex

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Exploring Rated Datasets with Rating Maps
Sihem Amer-Yahia | Sofia Kleisarchaki | Naresh Kumar Kolloju | Laks V. S. Lakshmanan | Ruben H. Zamar

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Modeling the Dynamics of Learning Activity on the Web
Charalampos Mavroforakis | Isabel Valera | Manuel Gomez-Rodriguez

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ESCAPE: Efficiently Counting All 5-Vertex Subgraphs
Ali Pinar | C. Seshadhri | Vaidyanathan Vishal

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The k-peak Decomposition: Mapping the Global Structure of Graphs
Priya Govindan | Chenghong Wang | Chumeng Xu | Hongyu Duan | Sucheta Soundarajan

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Scalable Motif-aware Graph Clustering
Charalampos E. Tsourakakis | Jakub Pachocki | Michael Mitzenmacher

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Indexing Public-Private Graphs
Aaron Archer | Silvio Lattanzi | Peter Likarish | Sergei Vassilvitskii

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Extended Tracking Powers: Measuring the Privacy Diffusion Enabled by Browser Extensions
Oleksii Starov | Nick Nikiforakis

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Security Implications of Redirection Trail in Popular Websites Worldwide
Li Chang | Hsu-Chun Hsiao | Wei Jeng | Tiffany Hyun-Jin Kim | Wei-Hsi Lin

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Some Recipes Can Do More Than Spoil Your Appetite: Analyzing the Security and Privacy Risks of IFTTT Recipes
Milijana Surbatovich | Jassim Aljuraidan | Lujo Bauer | Anupam Das | Limin Jia

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Characterizing Email Search using Large-scale Behavioral Logs and Surveys
Qingyao Ai | Susan T. Dumais | Nick Craswell | Daniel J. Liebling

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Situational Context for Ranking in Personal Search
Hamed Zamani | Michael Bendersky | Xuanhui Wang | Mingyang Zhang

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The Demographics of Mail Search and their Application to Query Suggestion
David Carmel | Liane Lewin-Eytan | Alex Libov | Yoelle Maarek | Ariel Raviv

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Promoting Relevant Results in Time-Ranked Mail Search
David Carmel | Liane Lewin-Eytan | Alex Libov | Yoelle Maarek | Ariel Raviv

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AttriInfer: Inferring User Attributes in Online Social Networks Using Markov Random Fields
Jinyuan Jia | Binghui Wang | Le Zhang | Neil Zhenqiang Gong

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Neural Underpinnings of Website Legitimacy and Familiarity Detection: An fNIRS Study
Ajaya Neupane | Nitesh Saxena | Leanne M. Hirshfield

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Probabilistic Visitor Stitching on Cross-Device Web Logs
Sungchul Kim | Nikhil Kini | Jay Pujara | Eunyee Koh | Lise Getoor

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Learning Personalized Preference of Strong and Weak Ties for Social Recommendation
Xin Wang | Steven C. H. Hoi | Martin Ester | Jiajun Bu | Chun Chen

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Cross View Link Prediction by Learning Noise-resilient Representation Consensus
Xiaokai Wei | Linchuan Xu | Bokai Cao | Philip S. Yu