The World Wide Web Conference, WWW 2019, San Francisco, CA, USA, May 13-17, 2019

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The World Wide Web Conference, WWW 2019, San Francisco, CA, USA, May 13-17, 2019

Ling Liu, Ryen W. White, Amin Mantrach, Fabrizio Silvestri, Julian J. McAuley, Ricardo Baeza-Yates, Leila Zia (Editors)

Anthology ID:: 2019.wwwconf_conference-2019
Year:: 2019
Venue:: wwwconf_conference
Publisher:: ACM
URL:: https://doi.org/10.1145/3308558
DOI:: 10.1145/3308558
DBLP:: conf/www/2019
BibTeX:: Download

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The World Wide Web Conference, WWW 2019, San Francisco, CA, USA, May 13-17, 2019

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Deep Learning for Solving Important Problems
Jeff Dean

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The Law of the Horse at 20: Phases of the Net
Lawrence Lessig

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Enlisting the Public to Build a Healthier Web Information Commons
Claire Wardle

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Addressing Trust Bias for Unbiased Learning-to-Rank
Aman Agarwal | Xuanhui Wang | Cheng Li | Michael Bendersky | Marc Najork

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Learning Edge Properties in Graphs from Path Aggregations
Rakshit Agrawal | Luca de Alfaro

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DDGK: Learning Graph Representations for Deep Divergence Graph Kernels
Rami Al-Rfou | Bryan Perozzi | Dustin Zelle

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Stereotypical Bias Removal for Hate Speech Detection Task using Knowledge-based Generalizations
Pinkesh Badjatiya | Manish Gupta | Vasudeva Varma

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Improving Medical Code Prediction from Clinical Text via Incorporating Online Knowledge Sources
Tian Bai | Slobodan Vucetic

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Link Prediction in Networks with Core-Fringe Data
Austin R. Benson | Jon M. Kleinberg

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Spiders like Onions: on the Network of Tor Hidden Services
Massimo Bernaschi | Alessandro Celestini | Stefano Guarino | Flavio Lombardi | Enrico Mastrostefano

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Be Concise and Precise: Synthesizing Open-Domain Entity Descriptions from Facts
Rajarshi Bhowmik | Gerard de Melo

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Navigating the Maze of Wikidata Query Logs
Angela Bonifati | Wim Martens | Thomas Timm

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What happened? The Spread of Fake News Publisher Content During the 2016 U.S. Presidential Election
Ceren Budak

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Unifying Knowledge Graph Learning and Recommendation: Towards a Better Understanding of User Preferences
Yixin Cao | Xiang Wang | Xiangnan He | Zikun Hu | Tat-Seng Chua

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Revisiting Opinion Dynamics with Varying Susceptibility to Persuasion via Non-Convex Local Search
T.-H. Hubert Chan | Zhibin Liang | Mauro Sozio

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Trajectories of Blocked Community Members: Redemption, Recidivism and Departure
Jonathan P. Chang | Cristian Danescu-Niculescu-Mizil

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Selling a Single Item with Negative Externalities
Matheus Xavier Ferreira | S. Matthew Weinberg | Danny Yuxing Huang | Nick Feamster | Tithi Chattopadhyay

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Revisiting Mobile Advertising Threats with MAdLife
Gong Chen | Wei Meng | John A. Copeland

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Modeling Relational Drug-Target-Disease Interactions via Tensor Factorization with Multiple Web Sources
Huiyuan Chen | Jing Li

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How Serendipity Improves User Satisfaction with Recommendations? A Large-Scale User Evaluation
Li Chen | Yonghua Yang | Ningxia Wang | Keping Yang | Quan Yuan

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Decoupled Smoothing on Graphs
Alex Chin | Yatong Chen | Kristen M. Altenburger | Johan Ugander

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Improving Treatment Effect Estimators Through Experiment Splitting
Dominic Coey | Tom Cunningham

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A Semi-Supervised Active-learning Truth Estimator for Social Networks
Hang Cui | Tarek F. Abdelzaher | Lance M. Kaplan

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Dressing as a Whole: Outfit Compatibility Learning Based on Node-wise Graph Neural Networks
Zeyu Cui | Zekun Li | Shu Wu | Xiaoyu Zhang | Liang Wang

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Are All Successful Communities Alike? Characterizing and Predicting the Success of Online Communities
Tiago Cunha | David Jurgens | Chenhao Tan | Daniel M. Romero

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Adversarial Training Methods for Network Embedding
Quanyu Dai | Xiao Shen | Liang Zhang | Qiang Li | Dan Wang

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Local Matching Networks for Engineering Diagram Search
Zhuyun Dai | Zhen Fan | Hafeezul Rahman | Jamie Callan

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Evaluating Anti-Fingerprinting Privacy Enhancing Technologies
Amit Datta | Jianan Lu | Michael Carl Tschantz

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On Attribution of Recurrent Neural Network Predictions via Additive Decomposition
Mengnan Du | Ninghao Liu | Fan Yang | Shuiwang Ji | Xia Hu

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Is a Single Embedding Enough? Learning Node Representations that Capture Multiple Social Contexts
Alessandro Epasto | Bryan Perozzi

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On-Device Algorithms for Public-Private Data with Absolute Privacy
Alessandro Epasto | Hossein Esfandiari | Vahab S. Mirrokni

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Knowledge-Enhanced Ensemble Learning for Word Embeddings
Lanting Fang | Yong Luo | Kaiyu Feng | Kaiqi Zhao | Aiqun Hu

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Measurement and Early Detection of Third-Party Application Abuse on Twitter
Shehroze Farooqi | Zubair Shafiq

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MARINE: Multi-relational Network Embeddings with Relational Proximity and Node Attributes
Ming-Han Feng | Chin-Chi Hsu | Cheng-Te Li | Mi-Yen Yeh | Shou-De Lin

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Towards Self-Adaptive Metric Learning On the Fly
Yang Gao | Yifan Li | Swarup Chandra | Latifur Khan | Bhavani Thuraisingham

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SpeedReader: Reader Mode Made Fast and Private
Mohammad Ghasemisharif | Peter Snyder | Andrius Aucinas | Benjamin Livshits

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Externalities and Fairness
Masoud Seddighin | Hamed Saleh | Mohammad Ghodsi

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Characterizing Speed and Scale of Cryptocurrency Discussion Spread on Reddit
Maria Glenski | Emily Saldanha | Svitlana Volkova

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Goal-setting And Achievement In Activity Tracking Apps: A Case Study Of MyFitnessPal
Mitchell L. Gordon | Tim Althoff | Jure Leskovec

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Link Prediction on N-ary Relational Data
Saiping Guan | Xiaolong Jin | Yuanzhuo Wang | Xueqi Cheng

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RED: Redundancy-Driven Data Extraction from Result Pages?
Jinsong Guo | Valter Crescenzi | Tim Furche | Giovanni Grasso | Georg Gottlob

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Generating Titles for Web Tables
Braden Hancock | Hongrae Lee | Cong Yu

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Understanding the Effects of the Neighbourhood Built Environment on Public Health with Open Data
Apinan Hasthanasombat | Cecilia Mascolo

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Distributed Tensor Decomposition for Large Scale Health Analytics
Huan He | Jette Henderson | Joyce C. Ho

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Debiasing Vandalism Detection Models at Wikidata
Stefan Heindorf | Yan Scholten | Gregor Engels | Martin Potthast

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Message Distortion in Information Cascades
Manoel Horta Ribeiro | Kristina Gligoric | Robert West

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Auditing the Partisanship of Google Search Snippets
Desheng Hu | Shan Jiang | Ronald E. Robertson | Christo Wilson

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To Return or to Explore: Modelling Human Mobility and Dynamics in Cyberspace
Tianran Hu | Yinglong Xia | Jiebo Luo

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Who Watches the Watchmen: Exploring Complaints on the Web
Damilola Ibosiola | Ignacio Castro | Gianluca Stringhini | Steve Uhlig | Gareth Tyson

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Nonlinear Diffusion for Community Detection and Semi-Supervised Learning
Rania Ibrahim | David F. Gleich

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Bayesian Exploration with Heterogeneous Agents
Nicole Immorlica | Jieming Mao | Aleksandrs Slivkins | Zhiwei Steven Wu

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Diversity and Exploration in Social Learning
Nicole Immorlica | Jieming Mao | Christos Tzamos

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Alleviating Users' Pain of Waiting: Effective Task Grouping for Online-to-Offline Food Delivery Services
Shenggong Ji | Yu Zheng | Zhaoyuan Wang | Tianrui Li

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CommunityGAN: Community Detection with Generative Adversarial Nets
Yuting Jia | Qinqin Zhang | Weinan Zhang | Xinbing Wang

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RealGraph: A Graph Engine Leveraging the Power-Law Distribution of Real-World Graphs
Yong-Yeon Jo | Myung-Hwan Jang | Sang-Wook Kim | Sunju Park

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The Block Point Process Model for Continuous-time Event-based Dynamic Networks
Ruthwik R. Junuthula | Maysam Haghdan | Kevin S. Xu | Vijay K. Devabhaktuni

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From Small-scale to Large-scale Text Classification
Kang-Min Kim | Yeachan Kim | Jungho Lee | Ji-Min Lee | SangKeun Lee

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Dual Neural Personalized Ranking
Seunghyeon Kim | Jongwuk Lee | Hyunjung Shim

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Studying Preferences and Concerns about Information Disclosure in Email Notifications
Yongsung Kim | Adam Fourney | Ece Kamar

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Reputation Deflation Through Dynamic Expertise Assessment in Online Labor Markets
Marios Kokkodis

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Learning from On-Line User Feedback in Neural Question Answering on the Web
Bernhard Kratzwald | Stefan Feuerriegel

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Blockchain Mining Games with Pay Forward
Elias Koutsoupias | Philip Lazos | Foluso Ogunlana | Paolo Serafino

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ContraVis: Contrastive and Visual Topic Modeling for Comparing Document Collections
Tuan M. V. Le | Leman Akoglu

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Classifying Extremely Short Texts by Exploiting Semantic Centroids in Word Mover's Distance Space
Changchun Li | Jihong Ouyang | Ximing Li

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Large Scale Semantic Indexing with Deep Level-wise Extreme Multi-label Learning
Dingcheng Li | Jingyuan Zhang | Ping Li

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Current Flow Group Closeness Centrality for Complex Networks?
Huan Li | Richard Peng | Liren Shan | Yuhao Yi | Zhongzhi Zhang

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Persona-Aware Tips Generation?
Piji Li | Zihao Wang | Lidong Bing | Wai Lam

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Learning Travel Time Distributions with Deep Generative Model
Xiucheng Li | Gao Cong | Aixin Sun | Yun Cheng

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Truth Inference at Scale: A Bayesian Model for Adjudicating Highly Redundant Crowd Annotations
Yuan Li | Benjamin I. P. Rubinstein | Trevor Cohn

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Unsupervised Semantic Generative Adversarial Networks for Expert Retrieval
Shangsong Liang

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Estimating the Total Volume of Queries to Google
Fabrizio Lillo | Salvatore Ruggieri

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Forecasting U.S. Domestic Migration Using Internet Search Queries
Allen Yilun Lin | Justin Cranshaw | Scott Counts

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Learning Dual Retrieval Module for Semi-supervised Relation Extraction
Hongtao Lin | Jun Yan | Meng Qu | Xiang Ren

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Distributed Algorithms for Fully Personalized PageRank on Large Graphs
Wenqing Lin

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Neural Variational Correlated Topic Modeling
Luyang Liu | Heyan Huang | Yang Gao | Yongfeng Zhang | Xiaochi Wei

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What We Vote for? Answer Selection from User Expertise View in Community Question Answering
Shanshan Lyu | Wentao Ouyang | Yongqing Wang | Huawei Shen | Xueqi Cheng

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Exploring Perceived Emotional Intelligence of Personality-Driven Virtual Agents in Handling User Challenges
Xiaojuan Ma | Emily P. Yang | Pascale Fung

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Moving Deep Learning into Web Browser: How Far Can We Go?
Yun Ma | Dongwei Xiang | Shuyu Zheng | Deyu Tian | Xuanzhe Liu

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Exploring User Behavior in Email Re-Finding Tasks
Joel M. Mackenzie | Kshitiz Gupta | Fang Qiao | Ahmed Hassan Awadallah | Milad Shokouhi

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Jointly Leveraging Intent and Interaction Signals to Predict User Satisfaction with Slate Recommendations
Rishabh Mehrotra | Mounia Lalmas | Doug Kenney | Thomas Lim-Meng | Golli Hashemian

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SaGe: Web Preemption for Public SPARQL Query Services
Thomas Minier | Hala Skaf-Molli | Pascal Molli

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Hack for Hire: Exploring the Emerging Market for Account Hijacking
Ariana Mirian | Joe DeBlasio | Stefan Savage | Geoffrey M. Voelker | Kurt Thomas

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Anomaly Detection in the Dynamics of Web and Social Networks Using Associative Memory
Volodymyr Miz | Benjamin Ricaud | Kirell Benzi | Pierre Vandergheynst

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Towards Predicting a Realisation of an Information Need based on Brain Signals
Yashar Moshfeghi | Peter Triantafillou | Frank E. Pollick

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GhostLink: Latent Network Inference for Influence-aware Recommendation
Subhabrata Mukherjee | Stephan Günnemann

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Estimating Walk-Based Similarities Using Random Walk
Shogo Murai | Yuichi Yoshida

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Sensitivity Analysis of Centralities on Unweighted Networks
Shogo Murai | Yuichi Yoshida

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Modeling Heart Rate and Activity Data for Personalized Fitness Recommendation
Jianmo Ni | Larry Muhlstein | Julian J. McAuley

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Generating Product Descriptions from User Reviews
Slava Novgorodov | Guy Elad | Ido Guy | Kira Radinsky

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Google Dataset Search: Building a search engine for datasets in an open Web ecosystem
Dan Brickley | Matthew Burgess | Natasha F. Noy

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Reconciliation k-median: Clustering with Non-polarized Representatives
Bruno Ordozgoiti | Aristides Gionis

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ActiveLink: Deep Active Learning for Link Prediction in Knowledge Graphs
Natalia Ostapuk | Jie Yang | Philippe Cudré-Mauroux

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Choosing to Grow a Graph: Modeling Network Formation as Discrete Choice
Jan Overgoor | Austin R. Benson | Johan Ugander

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Policy Gradients for Contextual Recommendations
Feiyang Pan | Qingpeng Cai | Pingzhong Tang | Fuzhen Zhuang | Qing He

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Cookie Synchronization: Everything You Always Wanted to Know But Were Afraid to Ask
Panagiotis Papadopoulos | Nicolas Kourtellis | Evangelos P. Markatos

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Adversarial Sampling and Training for Semi-Supervised Information Retrieval
Dae Hoon Park | Yi Chang

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Learning How to Correct a Knowledge Base from the Edit History
Thomas Pellissier Tanon | Camille Bourgaux | Fabian M. Suchanek

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Bootstrapping Domain-Specific Content Discovery on the Web
Kien Pham | Aécio S. R. Santos | Juliana Freire

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Privacy-Preserving Crowd-Sourcing of Web Searches with Private Data Donor
Vincent Primault | Vasileios Lampos | Ingemar J. Cox | Emiliano De Cristofaro

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Community Detection through Likelihood Optimization: In Search of a Sound Model
Liudmila Ostroumova Prokhorenkova | Alexey Tikhonov

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Crowd-Mapping Urban Objects from Street-Level Imagery
Sihang Qiu | Achilleas Psyllidis | Alessandro Bozzon | Geert-Jan Houben

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A Dynamic Embedding Model of the Media Landscape
Jérémie Rappaz | Dylan Bourgeois | Karl Aberer

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Keyphrase Extraction from Disaster-related Tweets
Jishnu Ray Chowdhury | Cornelia Caragea | Doina Caragea

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Citation Needed: A Taxonomy and Algorithmic Assessment of Wikipedia's Verifiability
Miriam Redi | Besnik Fetahu | Jonathan T. Morgan | Dario Taraborelli

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SWAT: Seamless Web Authentication Technology
Florentin Rochet | Kyriakos Efthymiadis | François Koeune | Olivier Pereira

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Before and After GDPR: The Changes in Third Party Presence at Public and Private European Websites
Jannick Kirk Sørensen | Sokol Kosta

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Multiple Treatment Effect Estimation using Deep Generative Model with Task Embedding
Shiv Kumar Saini | Sunny Dhamnani | Aakash Srinivasan | Akil Arif Ibrahim | Prithviraj Chavan

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A Human-in-the-loop Attribute Design Framework for Classification
Md. Abdus Salam | Mary E. Koone | Saravanan Thirumuruganathan | Gautam Das | Senjuti Basu Roy

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Self- and Cross-Excitation in Stack Exchange Question & Answer Communities
Tiago Santos | Simon Walk | Roman Kern | Markus Strohmaier | Denis Helic

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Automatic Boolean Query Refinement for Systematic Review Literature Search
Harrisen Scells | Guido Zuccon | Bevan Koopman

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Exploiting Diversity in Android TLS Implementations for Mobile App Traffic Classification
Satadal Sengupta | Niloy Ganguly | Pradipta De | Sandip Chakraborty

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BaG: Behavior-aware Group Detection in Crowded Urban Spaces using WiFi Probes
Jiaxing Shen | Jiannong Cao | Xuefeng Liu

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SWeG: Lossless and Lossy Summarization of Web-Scale Graphs
Kijung Shin | Amol Ghoting | Myunghwan Kim | Hema Raghavan

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Generative Graph Models based on Laplacian Spectra?
Alana Shine | David Kempe

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Shapley Meets Uniform: An Axiomatic Framework for Attribution in Online Advertising
Omar Besbes | Antoine Désir | Vineet Goyal | Garud Iyengar | Raghav Singal

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Urban Vibes and Rural Charms: Analysis of Geographic Diversity in Mobile Service Usage at National Scale
Rajkarn Singh | Marco Fiore | Mahesh K. Marina | Alberto Tarable | Alessandro Nordio

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Anything to Hide? Studying Minified and Obfuscated Code in the Web
Philippe Skolka | Cristian-Alexandru Staicu | Michael Pradel

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SciLens: Evaluating the Quality of Scientific News Articles Using Social Media and Scientific Literature Indicators
Panayiotis Smeros | Carlos Castillo | Karl Aberer

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Using Variability as a Guiding Principle to Reduce Latency in Web Applications via OS Profiling
Amoghavarsha Suresh | Anshul Gandhi

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Leveraging Peer Communication to Enhance Crowdsourcing
Wei Tang | Ming Yin | Chien-Ju Ho

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Listening between the Lines: Learning Personal Attributes from Conversations
Anna Tigunova | Andrew Yates | Paramita Mirza | Gerhard Weikum

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Dynamic Deep Multi-modal Fusion for Image Privacy Prediction
Ashwini Tonge | Cornelia Caragea

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Signed Distance-based Deep Memory Recommender
Thanh Tran | Xinyue Liu | Kyumin Lee | Xiangnan Kong

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Rating Worker Skills and Task Strains in Collaborative Crowd Computing: A Competitive Perspective
George Trimponias | Xiaojuan Ma | Qiang Yang

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Multimodal Review Generation for Recommender Systems
Quoc-Tuan Truong | Hady W. Lauw

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Revisiting Wedge Sampling for Triangle Counting
Ata Turk | Duru Türkoglu

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RAQ: Relationship-Aware Graph Querying in Large Networks
Jithin Vachery | Akhil Arora | Sayan Ranu | Arnab Bhattacharya

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BOLT-K: Bootstrapping Ontology Learning via Transfer of Knowledge
Nikhita Vedula | Pranav Maneriker | Srinivasan Parthasarathy

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Learning Resolution Parameters for Graph Clustering
Nate Veldt | David F. Gleich | Anthony Wirth

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"Data Strikes": Evaluating the Effectiveness of a New Form of Collective Action Against Technology Companies
Nicholas Vincent | Brent J. Hecht | Shilad Sen

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Learning Semantic Models of Data Sources Using Probabilistic Graphical Models
Binh Vu | Craig A. Knoblock | Jay Pujara

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Generalists and Specialists: Using Community Embeddings to Quantify Activity Diversity in Online Platforms
Isaac Waller | Ashton Anderson

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A Family of Fuzzy Orthogonal Projection Models for Monolingual and Cross-lingual Hypernymy Prediction
Chengyu Wang | Yan Fan | Xiaofeng He | Aoying Zhou

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Modeling Item-Specific Temporal Dynamics of Repeat Consumption for Recommender Systems
Chenyang Wang | Min Zhang | Weizhi Ma | Yiqun Liu | Shaoping Ma

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Understanding the Evolution of Mobile App Ecosystems: A Longitudinal Measurement Study of Google Play
Haoyu Wang | Hao Li | Yao Guo

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Towards Efficient Sharing: A Usage Balancing Mechanism for Bike Sharing Systems
Shuai Wang | Tian He | Desheng Zhang | Yunhuai Liu | Sang Hyuk Son

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Aspect-level Sentiment Analysis using AS-Capsules
Yequan Wang | Aixin Sun | Minlie Huang | Xiaoyan Zhu

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Quality-Sensitive Training! Social Advertisement Generation by Leveraging User Click Behavior
Yongzhen Wang | Heng Huang | Yuliang Yan | Xiaozhong Liu

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Iterative Discriminant Tensor Factorization for Behavior Comparison in Massive Open Online Courses
Xidao Wen | Yu-Ru Lin | Xi Liu | Peter Brusilovsky | Jordan Barria-Pineda

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Dynamic Ensemble of Contextual Bandits to Satisfy Users' Changing Interests
Qingyun Wu | Huazheng Wang | Yanen Li | Hongning Wang

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Sarcasm Detection with Self-matching Networks and Low-rank Bilinear Pooling
Tao Xiong | Peiran Zhang | Hongbo Zhu | Yihui Yang

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Constrained Local Graph Clustering by Colored Random Walk
Yaowei Yan | Yuchen Bian | Dongsheng Luo | Dongwon Lee | Xiang Zhang

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Revisiting User Mobility and Social Relationships in LBSNs: A Hypergraph Embedding Approach
Dingqi Yang | Bingqing Qu | Jie Yang | Philippe Cudré-Mauroux

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Learning from Multiple Cities: A Meta-Learning Approach for Spatial-Temporal Prediction
Huaxiu Yao | Yiding Liu | Ying Wei | Xianfeng Tang | Zhenhui Li

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CoaCor: Code Annotation for Code Retrieval with Reinforcement Learning
Ziyu Yao | Jayavardhan Reddy Peddamail | Huan Sun

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Snapshot-based Loading Acceleration of Web Apps with Nondeterministic JavaScript Execution
Ji Hwan Yeo | Chang Hyun Shin | Soo-Mook Moon

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Doppelgängers on the Dark Web: A Large-scale Assessment on Phishing Hidden Web Services
Changhoon Yoon | Kwanwoo Kim | Yongdae Kim | Seungwon Shin | Sooel Son

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Spectrum-enhanced Pairwise Learning to Rank
Wenhui Yu | Zheng Qin

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Beyond Shortest Paths: Route Recommendations for Ride-sharing
Chak Fai Yuen | Abhishek Pratap Singh | Sagar Goyal | Sayan Ranu | Amitabha Bagchi

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Detecting Low Self-Esteem in Youths from Web Search Data
Anis Zaman | Rupam Acharyya | Henry A. Kautz | Vincent Silenzio

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The Matthew Effect in Computation Contests: High Difficulty May Lead to 51% Dominance?
Yulong Zeng | Song Zuo

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Pruning based Distance Sketches with Provable Guarantees on Random Graphs
Hongyang Zhang | Huacheng Yu | Ashish Goel

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From Stances' Imbalance to Their HierarchicalRepresentation and Detection
Qiang Zhang | Shangsong Liang | Aldo Lipani | Zhaochun Ren | Emine Yilmaz

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Reply-Aided Detection of Misinformation via Bayesian Deep Learning
Qiang Zhang | Aldo Lipani | Shangsong Liang | Emine Yilmaz

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Multilevel Network Alignment
Si Zhang | Hanghang Tong | Ross Maciejewski | Tina Eliassi-Rad

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Automatic Generation of Pattern-controlled Product Description in E-commerce
Tao Zhang | Jin Zhang | Chengfu Huo | Weijun Ren

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Language in Our Time: An Empirical Analysis of Hashtags
Yang Zhang

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Neural IR Meets Graph Embedding: A Ranking Model for Product Search
Yuan Zhang | Dong Wang | Yan Zhang

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Neural Multimodal Belief Tracker with Adaptive Attention for Dialogue Systems
Zheng Zhang | Lizi Liao | Minlie Huang | Xiaoyan Zhu | Tat-Seng Chua

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Auto-EM: End-to-end Fuzzy Entity-Matching using Pre-trained Deep Models and Transfer Learning
Chen Zhao | Yeye He

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CBHE: Corner-based Building Height Estimation for Complex Street Scene Images
Yunxiang Zhao | Jianzhong Qi | Rui Zhang

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Predicting ConceptNet Path Quality Using Crowdsourced Assessments of Naturalness
Yilun Zhou | Steven Schockaert | Julie Shah

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A Hierarchical Attention Retrieval Model for Healthcare Question Answering
Ming Zhu | Aman Ahuja | Wei Wei | Chandan K. Reddy

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GraphVite: A High-Performance CPU-GPU Hybrid System for Node Embedding
Zhaocheng Zhu | Shizhen Xu | Jian Tang | Meng Qu

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Transfer Learning for Unsupervised Influenza-like Illness Models from Online Search Data
Bin Zou | Vasileios Lampos | Ingemar J. Cox

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BotCamp: Bot-driven Interactions in Social Campaigns
Noor Abu-El-Rub | Abdullah Mueen

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City-Wide Signal Strength Maps: Prediction with Random Forests
Emmanouil Alimpertis | Athina Markopoulou | Carter T. Butts | Konstantinos Psounis

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Is Yelp Actually Cleaning Up the Restaurant Industry? A Re-Analysis on the Relative Usefulness of Consumer Reviews
Kristen M. Altenburger | Daniel E. Ho

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Bi-LSTM-CRF Sequence Labeling for Keyphrase Extraction from Scholarly Documents
Rabah A. Al-Zaidy | Cornelia Caragea | C. Lee Giles

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Longitudinal Adversarial Attack on Electronic Health Records Data
Sungtae An | Cao Xiao | Walter F. Stewart | Jimeng Sun

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Firsthand Opiates Abuse on Social Media: Monitoring Geospatial Patterns of Interest Through a Digital Cohort
Duilio Balsamo | Paolo Bajardi | André Panisson

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Learn2Clean: Optimizing the Sequence of Tasks for Web Data Preparation
Laure Berti-Équille

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Global Vectors for Node Representations
Robin Brochier | Adrien Guille | Julien Velcin

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The Music Streaming Sessions Dataset
Brian Brost | Rishabh Mehrotra | Tristan Jehan

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The Illusion of Change: Correcting for Biases in Change Inference for Sparse, Societal-Scale Data
Gabriel Cadamuro | Ramya Korlakai Vinayak | Joshua Blumenstock | Sham M. Kakade | Jacob Shapiro

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Rating Augmentation with Generative Adversarial Networks towards Accurate Collaborative Filtering
Dong-Kyu Chae | Jin-Soo Kang | Sang-Wook Kim | Jaeho Choi

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On the Impact of Choice Architectures on Inequality in Online Donation Platforms
Abhijnan Chakraborty | Nuno Mota | Asia J. Biega | Krishna P. Gummadi | Hoda Heidari

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Collaborative Similarity Embedding for Recommender Systems
Chih-Ming Chen | Chuan-Ju Wang | Ming-Feng Tsai | Yi-Hsuan Yang

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BoFGAN: Towards A New Structure of Backward-or-Forward Generative Adversarial Nets
M. K. Sophie Chen | Xinyi Lin | Wei Chen | Rui Yan

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TiFi: Taxonomy Induction for Fictional Domains
Cuong Xuan Chu | Simon Razniewski | Gerhard Weikum

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Deriving User- and Content-specific Rewards for Contextual Bandits
Paolo Dragone | Rishabh Mehrotra | Mounia Lalmas

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Pcard: Personalized Restaurants Recommendation from Card Payment Transaction Records
Min Du | Robert Christensen | Wei Zhang | Feifei Li

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Improving Multiclass Classification in Crowdsourcing by Using Hierarchical Schemes
Xiaoni Duan | Keishi Tajima

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Modeling the Factors of User Success in Online Debate
Esin Durmus | Claire Cardie

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HopRank: How Semantic Structure Influences Teleportation in PageRank (A Case Study on BioPortal)
Lisette Espín-Noboa | Florian Lemmerich | Simon Walk | Markus Strohmaier | Mark A. Musen

doi dblp
Product-Aware Helpfulness Prediction of Online Reviews
Miao Fan | Chao Feng | Lin Guo | Mingming Sun | Ping Li

doi dblp
The World Wants Mangoes and Kangaroos: A Study of New Emoji Requests Based on Thirty Million Tweets
Yunhe Feng | Wenjun Zhou | Zheng Lu | Zhibo Wang | Qing Cao

doi dblp
Online Learning for Measuring Incentive Compatibility in Ad Auctions?
Zhe Feng | Okke Schrijvers | Eric Sodomka

doi dblp
TableNet: An Approach for Determining Fine-grained Relations for Wikipedia Tables
Besnik Fetahu | Avishek Anand | Maria Koutraki

doi dblp
Learning Graph Pooling and Hybrid Convolutional Operations for Text Representations
Hongyang Gao | Yongjun Chen | Shuiwang Ji

doi dblp
The few-get-richer: a surprising consequence of popularity-based rankings?
Fabrizio Germano | Vicenç Gómez | Gaël Le Mens

doi dblp
Context-Sensitive Malicious Spelling Error Correction
Hongyu Gong | Yuchen Li | Suma Bhat | Pramod Viswanath

doi dblp
With a Little Help from My Friends (and Their Friends): Influence Neighborhoods for Social Recommendations
Avni Gulati | Magdalini Eirinaki

doi dblp
Personalized Online Spell Correction for Personal Search
Jai Prakash Gupta | Zhen Qin | Michael Bendersky | Donald Metzler

doi dblp
Learning Novelty-Aware Ranking of Answers to Complex Questions
Shahar Harel | Sefi Albo | Eugene Agichtein | Kira Radinsky

doi dblp
Spatio-Temporal Capsule-based Reinforcement Learning for Mobility-on-Demand Network Coordination
Suining He | Kang G. Shin

doi dblp
Transfer Meets Hybrid: A Synthetic Approach for Cross-Domain Collaborative Filtering with Text
Guangneng Hu | Yu Zhang | Qiang Yang

doi dblp
Unbiased LambdaMART: An Unbiased Pairwise Learning-to-Rank Algorithm
Ziniu Hu | Yang Wang | Qu Peng | Hang Li

doi dblp
Domain-aware Neural Model for Sequence Labeling using Joint Learning
Heng Huang | Xiaozhong Liu | Yuliang Yan

doi dblp
A Multimodal Text Matching Model for Obfuscated Language Identification in Adversarial Communication?
Longtao Huang | Ting Ma | Junyu Lin | Jizhong Han | Songlin Hu

doi dblp
Efficient Interaction-based Neural Ranking with Locality Sensitive Hashing
Shiyu Ji | Jinjin Shao | Tao Yang

doi dblp
Triple Trustworthiness Measurement for Knowledge Graph
Shengbin Jia | Yang Xiang | Xiaojun Chen | Kun Wang | Shijia E

doi dblp
A Tree-Structured Neural Network Model for Household Energy Breakdown
Yiling Jia | Nipun Batra | Hongning Wang | Kamin Whitehouse

doi dblp
Improving Neural Response Diversity with Frequency-Aware Cross-Entropy Loss
Shaojie Jiang | Pengjie Ren | Christof Monz | Maarten de Rijke

doi dblp
A Scalable Hybrid Research Paper Recommender System for Microsoft Academic
Anshul Kanakia | Zhihong Shen | Darrin Eide | Kuansan Wang

doi dblp
Topic Structure-Aware Neural Language Model: Unified language model that maintains word and topic ordering by their embedded representations
Noriaki Kawamae

doi dblp
Fairness in Algorithmic Decision Making: An Excursion Through the Lens of Causality
Aria Khademi | Sanghack Lee | David Foley | Vasant G. Honavar

doi dblp
MVAE: Multimodal Variational Autoencoder for Fake News Detection
Dhruv Khattar | Jaipal Singh Goud | Manish Gupta | Vasudeva Varma

doi dblp
Mobile App Risk Ranking via Exclusive Sparse Coding
Deguang Kong | Lei Cen

doi dblp
FARE: Diagnostics for Fair Ranking using Pairwise Error Metrics
Caitlin Kuhlman | MaryAnn Van Valkenburg | Elke A. Rundensteiner

doi dblp
Adversarial Adaptation of Scene Graph Models for Understanding Civic Issues
Shanu Kumar | Shubham Atreja | Anjali Singh | Mohit Jain

doi dblp
Redesigning Bitcoin's fee market
Ron Lavi | Or Sattath | Aviv Zohar

doi dblp
TiSSA: A Time Slice Self-Attention Approach for Modeling Sequential User Behaviors
Chenyi Lei | Shouling Ji | Zhao Li

doi dblp
Click Feedback-Aware Query Recommendation Using Adversarial Examples
Ruirui Li | Liangda Li | Xian Wu | Yunhong Zhou | Wei Wang

doi dblp
Fuzzy Multi-task Learning for Hate Speech Type Identification
Han Liu | Pete Burnap | Wafa Alorainy | Matthew L. Williams

doi dblp
Neural Chinese Word Segmentation with Lexicon and Unlabeled Data via Posterior Regularization
Junxin Liu | Fangzhao Wu | Chuhan Wu | Yongfeng Huang | Xing Xie

doi dblp
User-Video Co-Attention Network for Personalized Micro-video Recommendation
Shang Liu | Zhenzhong Chen | Hongyi Liu | Xinghai Hu

doi dblp
Globally-Optimized Realtime Supply-Demand Matching in On-Demand Ridesharing
Yifang Liu | Will Skinner | Chongyuan Xiang

doi dblp
Detect Rumors on Twitter by Promoting Information Campaigns with Generative Adversarial Learning
Jing Ma | Wei Gao | Kam-Fai Wong

doi dblp
Parametric Models for Intransitivity in Pairwise Rankings
Rahul Makhijani | Johan Ugander

doi dblp
A Large-scale Study on the Risks of the HTML5 WebAPI for Mobile Sensor-based Attacks
Francesco Marcantoni | Michalis Diamantaris | Sotiris Ioannidis | Jason Polakis

doi dblp
PYTHIA: a Framework for the Automated Analysis of Web Hosting Environments
Srdjan Matic | Gareth Tyson | Gianluca Stringhini

doi dblp
Event Detection using Hierarchical Multi-Aspect Attention
Sneha Mehta | Mohammad Raihanul Islam | Huzefa Rangwala | Naren Ramakrishnan

doi dblp
Signals Matter: Understanding Popularity and Impact of Users on Stack Overflow
Arpit Merchant | Daksh Shah | Gurpreet Singh Bhatia | Anurag Ghosh | Ponnurangam Kumaraguru

doi dblp
Fine-grained Type Inference in Knowledge Graphs via Probabilistic and Tensor Factorization Methods
A. B. M. Moniruzzaman | Richi Nayak | Maolin Tang | Balasubramaniam Thirunavukarasu

doi dblp
Think Outside the Dataset: Finding Fraudulent Reviews using Cross-Dataset Analysis
Shirin Nilizadeh | Hojjat Aghakhani | Eric Gustafson | Christopher Kruegel | Giovanni Vigna

doi dblp
Semi-Supervised Entity Alignment via Knowledge Graph Embedding with Awareness of Degree Difference
Shichao Pei | Lu Yu | Robert Hoehndorf | Xiangliang Zhang

doi dblp
Event-Driven Analysis of Crowd Dynamics in the Black Lives Matter Online Social Movement
Hao Peng | Ceren Budak | Daniel M. Romero

doi dblp
CnGAN: Generative Adversarial Networks for Cross-network user preference generation for non-overlapped users
Dilruk Perera | Roger Zimmermann

doi dblp
Learning Clusters through Information Diffusion
Liudmila Ostroumova Prokhorenkova | Alexey Tikhonov | Nelly Litvak

doi dblp
Constructing Test Collections using Multi-armed Bandits and Active Learning
Md. Mustafizur Rahman | Mücahid Kutlu | Matthew Lease

doi dblp
A Multi-modal Neural Embeddings Approach for Detecting Mobile Counterfeit Apps
Jathushan Rajasegaran | Naveen Karunanayake | Ashanie Gunathillake | Suranga Seneviratne | Guillaume Jourjon

doi dblp
Context-Aware Sequential Recommendations withStacked Recurrent Neural Networks
Lakshmanan Rakkappan | Vaibhav Rajan

doi dblp
Improved Cross-Lingual Question Retrieval for Community Question Answering
Andreas Rücklé | Krishnkant Swarnkar | Iryna Gurevych

doi dblp
A Large-scale Study of Wikipedia Users' Quality of Experience
Flavia Salutari | Diego N. da Hora | Gilles Dubuc | Dario Rossi

doi dblp
Genre Differences of Song Lyrics and Artist Wikis: An Analysis of Popularity, Length, Repetitiveness, and Readability
Markus Schedl

doi dblp
Growing Attributed Networks through Local Processes
Harshay Shah | Suhansanu Kumar | Hari Sundaram

doi dblp
Adaptive matrix completion for the users and the items in tail
Mohit Sharma | George Karypis

doi dblp
What is in Your Password? Analyzing Memorable and Secure Passwords using a Tensor Decomposition
Youjin Shin | Simon S. Woo

doi dblp
Understanding Reader Backtracking Behavior in Online News Articles
Uzi Smadja | Max Grusky | Yoav Artzi | Mor Naaman

doi dblp
Unnecessarily Identifiable: Quantifying the fingerprintability of browser extensions due to bloat
Oleksii Starov | Pierre Laperdrix | Alexandros Kapravelos | Nick Nikiforakis

doi dblp
Embarrassingly Shallow Autoencoders for Sparse Data
Harald Steck

doi dblp
Rock, Rap, or Reggaeton?: Assessing Mexican Immigrants' Cultural Assimilation Using Facebook Data,
Ian Stewart | René D. Flores | Timothy Riffe | Ingmar Weber | Emilio Zagheni

doi dblp
Learning Intent to Book Metrics for Airbnb Search
Bradley C. Turnbull

doi dblp
Detection and Analysis of Self-Disclosure in Online News Commentaries
Prasanna Umar | Anna Cinzia Squicciarini | Sarah Michele Rajtmajer

doi dblp
ViTOR: Learning to Rank Webpages Based on Visual Features
Bram van den Akker | Ilya Markov | Maarten de Rijke

doi dblp
Evaluating Neural Text Simplification in the Medical Domain
Laurens Van den Bercken | Robert-Jan Sips | Christoph Lofi

doi dblp
Semantic Hilbert Space for Text Representation Learning
Benyou Wang | Qiuchi Li | Massimo Melucci | Dawei Song

doi dblp
Learning Task-Specific City Region Partition
Hongjian Wang | Porter Jenkins | Hua Wei | Fei Wu | Zhenhui Li

doi dblp
Knowledge Graph Convolutional Networks for Recommender Systems
Hongwei Wang | Miao Zhao | Xing Xie | Wenjie Li | Minyi Guo

doi dblp
The Silent Majority Speaks: Inferring Silent Users' Opinions in Online Social Networks
Lei Wang | Jianwei Niu | Xuefeng Liu | Kaili Mao

doi dblp
A Novel Unsupervised Approach for Precise Temporal Slot Filling from Incomplete and Noisy Temporal Contexts
Xueying Wang | Haiqiao Zhang | Qi Li | Yiyu Shi | Meng Jiang

doi dblp
Learning Binary Hash Codes for Fast Anchor Link Retrieval across Networks
Yongqing Wang | Huawei Shen | Jinhua Gao | Xueqi Cheng

doi dblp
Neural Chinese Named Entity Recognition via CNN-LSTM-CRF and Joint Training with Word Segmentation
Fangzhao Wu | Junxin Liu | Chuhan Wu | Yongfeng Huang | Xing Xie

doi dblp
On Convexity and Bounds of Fairness-aware Classification
Yongkai Wu | Lu Zhang | Xintao Wu

doi dblp
Efficient Path Prediction for Semi-Supervised and Weakly Supervised Hierarchical Text Classification
Huiru Xiao | Xin Liu | Yangqiu Song

doi dblp
Hierarchical Neural Variational Model for Personalized Sequential Recommendation
Teng Xiao | Shangsong Liang | Zaiqiao Meng

doi dblp
Focusing Attention Network for Answer Ranking
Yufei Xie | Shuchun Liu | Tangren Yao | Yao Peng | Zhao Lu

doi dblp
Open-world Learning and Application to Product Classification
Hu Xu | Bing Liu | Lei Shu | Philip S. Yu

doi dblp
Place Deduplication with Embeddings
Carl Yang | Do Huy Hoang | Tomás Mikolov | Jiawei Han

doi dblp
Cyberbullying Ends Here: Towards Robust Detection of Cyberbullying in Social Media
Mengfan Yao | Charalampos Chelmis | Daphney-Stavroula Zois

doi dblp
Enhancing Fashion Recommendation with Visual Compatibility Relationship
Ruiping Yin | Kan Li | Jie Lu | Guangquan Zhang

doi dblp
Context-aware Variational Trajectory Encoding and Human Mobility Inference
Fan Zhou | Xiaoli Yue | Goce Trajcevski | Ting Zhong | Kunpeng Zhang

doi dblp
Variational Session-based Recommendation Using Normalizing Flows
Fan Zhou | Zijing Wen | Kunpeng Zhang | Goce Trajcevski | Ting Zhong

doi dblp
Improving Top-K Recommendation via JointCollaborative Autoencoders
Ziwei Zhu | Jianling Wang | James Caverlee

doi dblp
Enlisting the Public to Build a Healthier Web Information Commons
Amin Mantrach | Fabrizio Silvestri

doi dblp
RecBoard: A Web-based Platform for Recommendation System Research and Development
Mohit Chawla | Kriti Singh | Longqi Yang | Deborah Estrin

doi dblp
CrowdPT: Summarizing Crowd Opinions as Professional Analyst
Chung-Chi Chen | Hen-Hsen Huang | Chia-Wen Tsai | Hsin-Hsi Chen

doi dblp
Tracy: Tracing Facts over Knowledge Graphs and Text
Mohamed H. Gad-Elrab | Daria Stepanova | Jacopo Urbani | Gerhard Weikum

doi dblp
LearnerExp: Exploring and Explaining the Time Management of Online Learning Activity
Huan He | Qinghua Zheng | Bo Dong

doi dblp
Exam Keeper: Detecting Questions with Easy-to-Find Answers
Ting-Lun Hsu | Shih-Chieh Dai | Lun-Wei Ku

doi dblp
ExQuisiTe: Explaining Quantities in Text
Yusra Ibrahim | Gerhard Weikum

doi dblp
UNVEIL: Capture and Visualise WiFi Data Leakages
Shubham Jain | Eden Bensaid | Yves-Alexandre de Montjoye

doi dblp
SmartDBO: Smart Docker Benchmarking Orchestrator for Web-application
Devki Nandan Jha | Michael Nee | Zhenyu Wen | Albert Y. Zomaya | Rajiv Ranjan

doi dblp
R2SIGTP: a Novel Real-Time Recommendation System with Integration of Geography and Temporal Preference for Next Point-of-Interest
Xu Jiao | Yingyuan Xiao | Wenguang Zheng | Hongya Wang | Youzhi Jin

doi dblp
SGX-PySpark: Secure Distributed Data Analytics
Do Le Quoc | Franz Gregor | Jatinder Singh | Christof Fetzer

doi dblp
TweetSenti: Target-dependent Tweet Sentiment Analysis
Quanzhi Li | Qiong Zhang | Luo Si

doi dblp
Querying Data Lakes using Spark and Presto
Mohamed Nadjib Mami | Damien Graux | Simon Scerri | Hajira Jabeen | Sören Auer

doi dblp
InfraNodus: Generating Insight Using Text Network Analysis
Dmitry Paranyushkin

doi dblp
Bridging Screen Readers and Voice Assistants for Enhanced Eyes-Free Web Search
Alexandra Vtyurina | Adam Fourney | Meredith Ringel Morris | Leah Findlater | Ryen W. White

doi dblp
Graph-based Interactive Data Federation System for Heterogeneous Data Retrieval and Analytics
Xuan-Son Vu | Addi Ait-Mlouk | Erik Elmroth | Lili Jiang

doi dblp
GraviTIE: Exploratory Analysis of Large-Scale Heterogeneous Image Collections
Sean T. Yang | Luke Rodriguez | Jevin D. West | Bill Howe

doi dblp
TaxVis: a Visual System for Detecting Tax Evasion Group
Hongchao Yu | Huan He | Qinghua Zheng | Bo Dong

doi dblp
Tablepedia: Automating PDF Table Reading in an Experimental Evidence Exploration and Analytic System
Wenhao Yu | Zongze Li | Qingkai Zeng | Meng Jiang