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Companion of The Web Conference 2021, Virtual Event / Ljubljana, Slovenia, April 19-23, 2021

Jure Leskovec, Marko Grobelnik, Marc Najork, Jie Tang, Leila Zia (Editors)


Anthology ID:
2021.wwwconf_conference-2021c
Year:
2021
Venue:
wwwconf_conference
Publisher:
ACM / IW3C2
URL:
https://doi.org/10.1145/3442442
DOI:
10.1145/3442442
DBLP:
conf/www/2021c
BibTeX:
Download

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Companion of The Web Conference 2021, Virtual Event / Ljubljana, Slovenia, April 19-23, 2021

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Improving Bounce Rate Prediction for Rare Queries by Leveraging Landing Page Signals
Yeshi Dolma | Raunak Kalani | Astha Agrawal | Saurav Basu

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Managing Knowledge in Energy Data Spaces
Valentina Janev | Maria-Esther Vidal | Kemele M. Endris | Dea Pujic

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Analyzing a Knowledge Graph of Industry 4.0 Standards
Irlán Grangel-González | Maria-Esther Vidal

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EMR: Scalable Clustering of Big HR Data using Evolutionary MapReduce
Mahdi Bohlouli | Zhonghua He

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SciBiD: Novel Scientometrics and NoSQL-enabled Scalable and domain-specific Analysis of Big Scholar Data
Mahdi Bohlouli | Jonathan Hermann | Fabian Sunnus

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Artificial Neural Network Based Sensor Ontology Matching Technique
Xingsi Xue | Chao Jiang | Chaofan Yang | Hai Zhu | Cong Hu

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Task Offloading Strategy of Internet of Vehicles Based on Stackelberg Game
Shuo Xiao | Shengzhi Wang | Zhenzhen Huang | Tianyu Wang | Wei Chen | Guopeng Zhang

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Distributed Fog Computing Based on Improved LT codes for Deep Learning in Web of Things
Lei Zhang | Jie Liu | Fuquan Zhang | Yu Mao

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A Deep End-to-end Hand Detection Application On Mobile Device Based On Web Of Things
Linjuan Ma | Fuquan Zhang

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Progressive Semantic Reasoning for Image Inpainting
Junjie Jin | Xinrong Hu | Kai He | Tao Peng | Junping Liu | Jie Yang

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Timing-Driven X-architecture Steiner Minimum Tree Construction Based on Social Learning Multi-Objective Particle Swarm Optimization
Xiaohua Chen | Ruping Zhou | Genggeng Liu | Zhen Chen | Wenzhong Guo

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PDTM: Poisson Distribution-based Trust Model for Web of Things
Weidong Fang | Wuxiong Zhang | Wei Chen | Li Yi | Weiwei Gao

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A Kind of Prediction Based on SOM Neural Clustering and Combination Weighting Evaluation Method
Ye Sun | Bing Tian | Xiaoyue Liu | Dufeng Chen | Yuliang Wu

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Mobile Positioning Based on TAE-GRU
Canyang Guo | Ling Wu | Cheng Shi | Chi-Hua Chen

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What Happens Behind the Scene? Towards Fraud Community Detection in E-Commerce from Online to Offline
Zhao Li | Pengrui Hui | Peng Zhang | Jiaming Huang | Biao Wang | Ling Tian | Ji Zhang | Jianliang Gao | Xing Tang

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A Feature Analysis Tool for Batch RL Datasets
Ruiyang Xu | Zhengxing Chen

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Optimizing AD Pruning of Sponsored Search with Reinforcement Learning
Yijiang Lian | Zhijie Chen | Xin Pei | Shuang Li | Yifei Wang | Yuefeng Qiu | Zhiheng Zhang | Zhipeng Tao | Liang Yuan | Hanju Guan | Kefeng Zhang | Zhigang Li | Xiaochun Liu

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Challenges and Opportunities in Using Data Science for Homelessness Service Provision
Charalampos Chelmis | Wenting Qi | Wonhyung Lee

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Developing Annotated Resources for Internal Displacement Monitoring
Fabio Poletto | Yunbai Zhang | André Panisson | Yelena Mejova | Daniela Paolotti | Sylvain Ponserre

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Using Facebook Ads Data to Assess Gender Balance in STEM: Evidence from Brazil
Carolina C. Vieira | Marisa Vasconcelos

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Proposing a Broader Scope of Predictive Features for Modeling Refugee Counts
Esther Mead | Maryam Maleki | Recep Erol | Nitin Agarwal

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How Fair is Fairness-aware Representative Ranking?
Akrati Saxena | George Fletcher | Mykola Pechenizkiy

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Analyzing European Migrant-related Twitter Deliberations
Aparup Khatua | Wolfgang Nejdl

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Parallelizing DNN Training on GPUs: Challenges and Opportunities
Weizheng Xu | Youtao Zhang | Xulong Tang

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Reliability of Large Scale GPU Clusters for Deep Learning Workloads
Junjie Qian | Taeyoon Kim | Myeongjae Jeon

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Transitive Power Modeling for Improving Resource Efficiency in a Hyperscale Datacenter
Alexander Gilgur | Brian Coutinho | Iyswarya Narayanan | Parth Malani

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DL Inference and Training Optimization Towards Speed and Scale
Minjia Zhang

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Automating Fairness Configurations for Machine Learning
Haipei Sun | Yiding Yang | Yanying Li | Huihui Liu | Xinchao Wang | Wendy Hui Wang

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Fairness beyond "equal": The Diversity Searcher as a Tool to Detect and Enhance the Representation of Socio-political Actors in News Media
Bettina Berendt | Özgür Karadeniz | Stefan Mertens | Leen D'Haenens

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Characterizing and Comparing COVID-19 Misinformation Across Languages, Countries and Platforms
Golshan Madraki | Isabella Grasso | Jacqueline M. Otala | Yu Liu | Jeanna N. Matthews

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Political Polarization and Platform Migration: : A Study of Parler and Twitter Usage by United States of America Congress Members
Jacqueline M. Otala | Gillian Kurtic | Isabella Grasso | Yu Liu | Jeanna N. Matthews | Golshan Madraki

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Auditing Source Diversity Bias in Video Search Results Using Virtual Agents
Aleksandra Urman | Mykola Makhortykh | Roberto Ulloa

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AI Principles in Identifying Toxicity in Online Conversation: Keynote at the Third Workshop on Fairness, Accountability, Transparency, Ethics and Society on the Web
Lucy Vasserman

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Financial Fraud Detection on Micro-credit Loan Scenario via Fuller Location Information Embedding
Junxiang Jiang | Boyi Ni | Chunping Wang

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Hierarchical Model for Goal Guided Summarization of Annual Financial Reports
Yash Agrawal | Vivek Anand | S. Arunachalam | Vasudeva Varma

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A Chinese Dataset for Exploring Financial Numeral Attributes
Maofu Liu | Xinxin Xia | Wei Wang

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A Comparison of Pre-Trained Language Models for Multi-Class Text Classification in the Financial Domain
Yusuf Arslan | Kevin Allix | Lisa Veiber | Cedric Lothritz | Tegawendé F. Bissyandé | Jacques Klein | Anne Goujon

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Centralized Borrower and Lender Matching under Uncertainty for P2P Lending
Soumajyoti Sarkar

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Enhancing Intent Detection in Customer Service with Social Media Data
Jiantao Huang | Yi-Ru Liou | Hsin-Hsi Chen

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FinSBD-2021: The 3rd Shared Task on Structure Boundary Detection in Unstructured Text in the Financial Domain
Willy Au | Abderrahim Ait-Azzi | Juyeon Kang

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taka at the FinSBD-3 task: Tables and Figures Extraction using Object Detection Techniques
Tien-Dung Le

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aiai at the FinSBD-3 task: Structure Boundary Detection of Noisy Financial Texts in English and French Using Data Augmentation and Hybrid Deep Learning Model
Ke Tian | Hua Chen

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The FinSim-2 2021 Shared Task: Learning Semantic Similarities for the Financial Domain
Youness Mansar | Juyeon Kang | Ismaïl El Maarouf

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FinMatcher at FinSim-2: Hypernym Detection in the Financial Services Domain using Knowledge Graphs
Jan Portisch | Michael Hladik | Heiko Paulheim

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JSI at the FinSim-2 task: Ontology-Augmented Financial Concept Classification
Timen Stepisnik Perdih | Senja Pollak | Blaz Skrlj

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L3i_LBPAM at the FinSim-2 task: Learning Financial Semantic Similarities with Siamese Transformers
Nhu Khoa Nguyen | Emanuela Boros | Gaël Lejeune | Antoine Doucet | Thierry Delahaut

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GOAT at the FinSim-2 task: Learning Word Representations of Financial Data with Customized Corpus
Yulong Pei | Qian Zhang

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TCS_WITM_2021 @FinSim-2: Transformer based Models for Automatic Classification of Financial Terms
Tushar Goel | Vipul Chauhan | Ishan Verma | Tirthankar Dasgupta | Lipika Dey

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PolyU-CBS at the FinSim-2 Task: Combining Distributional, String-Based and Transformers-Based Features for Hypernymy Detection in the Financial Domain
Emmanuele Chersoni | Chu-Ren Huang

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aiai at the FinSim-2 task: Finance Domain Terms Automatic Classification Via Word Ontology and Embedding
Ke Tian | Hua Chen

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LocWeb2021 Workshop - Chair's Welcome: Eleventh International Workshop on Location and the Web at The Web Conference 2021
Dirk Ahlers | Erik Wilde | Rossano Schifanella | Jalal S. Alowibdi

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Understanding & Predicting User Lifetime with Machine Learning in an Anonymous Location-Based Social Network
Jens Helge Reelfs | Max Bergmann | Oliver Hohlfeld | Niklas Henckell

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IP Geolocation Using Traceroute Location Propagation and IP Range Location Interpolation
Ovidiu Dan | Vaibhav Parikh | Brian D. Davison

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Cross-city Analysis of Location-based Sentiment in User-generated Text
Christopher Stelzmüller | Sebastian Tanzer | Markus Schedl

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Learning Spatio-Temporal Behavioural Representations for Urban Activity Forecasting
Flora D. Salim

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Generating Rich Product Descriptions for Conversational E-commerce Systems
Shashank Kedia | Aditya Mantha | Sneha Gupta | Stephen Guo | Kannan Achan

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Making Sense of Subtitles: Sentence Boundary Detection and Speaker Change Detection in Unpunctuated Texts
Gregor Donabauer | Udo Kruschwitz | David P. A. Corney

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Language, Vision and Action are Better Together
Rada Mihalcea

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Beyond Text and Back Again
Desmond Elliott

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Language, Vision and Action are Better Together
Jason Baldridge

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Grounding Language in Visual and Conversational Contexts
Raquel Fernández

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Tweet Sentiment Analysis of the 2020 U.S. Presidential Election
Ethan Xia | Han Yue | Hongfu Liu

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Boosting Share Routing for Multi-task Learning
Xiaokai Chen | Xiaoguang Gu | Libo Fu

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EUDETECTOR: Leveraging Language Model to Identify EU-Related News
Koustav Rudra | Danny Tran | Miroslav Shaltev

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Does Gender Matter in the News? Detecting and Examining Gender Bias in News Articles
Jamell Dacon | Haochen Liu

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Collocating News Articles with Structured Web Tables10033
Alyssa Lees | Luciano Barbosa | Flip Korn | Levy de Souza Silva | You Wu | Cong Yu

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Toward the Next Generation of News Recommender Systems
Himan Abdollahpouri | Edward C. Malthouse | Joseph A. Konstan | Bamshad Mobasher | Jeremy Gilbert

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How does Truth Evolve into Fake News? An Empirical Study of Fake News Evolution
Mingfei Guo | Xiuying Chen | Juntao Li | Dongyan Zhao | Rui Yan

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Combining Explicit Entity Graph with Implicit Text Information for News Recommendation
Xuanyu Zhang | Qing Yang | Dongliang Xu

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Deep Learning meets Knowledge Graphs for Scholarly Data Classification
Fabian Hoppe | Danilo Dessì | Harald Sack

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On Representation Learning for Scientific News Articles Using Heterogeneous Knowledge Graphs
Angelika Romanou | Panayiotis Smeros | Karl Aberer

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Extraction and Evaluation of Statistical Information from Social and Behavioral Science Papers
Sree Sai Teja Lanka | Sarah Michele Rajtmajer | Jian Wu | C. Lee Giles

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FAIR Linked Data - Towards a Linked Data Backbone for Users and Machines
Johannes Frey | Sebastian Hellmann

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HierClasSArt: Knowledge-Aware Hierarchical Classification of Scholarly Articles
Mehwish Alam | Russa Biswas | Yiyi Chen | Danilo Dessì | Genet Asefa Gesese | Fabian Hoppe | Harald Sack

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C-Rex: A Comprehensive System for Recommending In-Text Citations with Explanations
Michael Färber | Vinzenz Zinecker | Isabela Bragaglia Cartus | Sebastian Celis | Maria Duma

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Rewarding Research Data Management
Joachim Schöpfel | Otmane Azeroual

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Finding Keystone Citations for Constructing Validity Chains among Research Papers
Yuanxi Fu | Jodi Schneider | Catherine Blake

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BIP! DB: A Dataset of Impact Measures for Scientific Publications
Thanasis Vergoulis | Ilias Kanellos | Claudio Atzori | Andrea Mannocci | Serafeim Chatzopoulos | Sandro La Bruzzo | Natalia Manola | Paolo Manghi

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Predicting Paper Acceptance via Interpretable Decision Sets
Peng Bao | Weihui Hong | Xuanya Li

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Visualising Scientific Topic Evolution
Panagiotis Deligiannis | Thanasis Vergoulis | Serafeim Chatzopoulos | Christos Tryfonopoulos

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Tweet-aware News Summarization with Dual-Attention Mechanism
Xin Zheng | Aixin Sun | Karthik Muthuswamy

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Are Your Friends Also Haters? Identification of Hater Networks on Social Media: Data Paper
Maximilian Wich | Melissa Breitinger | Wienke Strathern | Marlena Naimarevic | Georg Groh | Jürgen Pfeffer

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Emotion-Aware Event Summarization in Microblogs
Rrubaa Panchendrarajan | Wynne Hsu | Mong-Li Lee

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Response Selection for a Virtual Counsellor
John Lee | Baikun Liang

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A Comparative Study of Using Pre-trained Language Models for Toxic Comment Classification
Zhixue Zhao | Ziqi Zhang | Frank Hopfgartner

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Hate, Obscenity, and Insults: Measuring the Exposure of Children to Inappropriate Comments in YouTube
Sultan Alshamrani | Ahmed Abusnaina | Mohammed Abuhamad | Daehun Nyang | David Mohaisen

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Affect Classification in Tweets using Multitask Deep Neural Networks
Seema Nagar | Achintya Shankhdhar | Ferdous Ahmed Barbhuiya | Kuntal Dey

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PaCo: Fast Counting of Causal Paths in Temporal Network Data
Luka V. Petrovic | Ingo Scholtes

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Learning to Persist: Exploring the Tradeoff Between Model Optimization and Experience Consistency
Dmitri Goldenberg | Guy Tsype | Igor Spivak | Javier Albert | Amir Tzur

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Analysis and Visualisation of Time Series Data on Networks with Pathpy
Jürgen Hackl | Ingo Scholtes | Luka V. Petrovic | Vincenzo Perri | Luca Verginer | Christoph Gote

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Visualisation of Temporal Network Data via Time-Aware Static Representations with HOTVis
Vincenzo Perri | Ingo Scholtes

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References in Wikipedia: The Editors' Perspective
Lucie-Aimée Kaffee | Hady Elsahar

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Do I Trust this Stranger? Generalized Trust and the Governance of Online Communities
Jérôme Hergueux | Yann Algan | Yochai Benkler | Mayo Fuster Morell

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Negative Knowledge for Open-world Wikidata
Hiba Arnaout | Simon Razniewski | Gerhard Weikum | Jeff Z. Pan

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A Brief Analysis of Bengali Wikipedia's Journey to 100, 000 Articles
Ankan Ghosh Dastider

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WikiShark: An Online Tool for Analyzing Wikipedia Traffic and Trends
Elad Vardi | Lev Muchnik | Alex Conway | Micha Breakstone

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Tracing the Factoids: the Anatomy of Information Re-organization in Wikipedia Articles
Amit Arjun Verma | Neeru Dubey | S. R. S. Iyengar | Simran Setia

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Wikidata Logical Rules and Where to Find Them
Naser Ahmadi | Paolo Papotti

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Simple Wikidata Analysis for Tracking and Improving Biographies in Catalan Wikipedia
Toni Hermoso Pulido

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Structural Analysis of Wikigraph to Investigate Quality Grades of Wikipedia Articles
Anamika Chhabra | Shubham Srivastava | S. R. S. Iyengar | Poonam Saini

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Towards Open-domain Vision and Language Understanding with Wikimedia
David Semedo

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Language-agnostic Topic Classification for Wikipedia
Isaac Johnson | Martin Gerlach | Diego Sáez-Trumper

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Fast Linking of Mathematical Wikidata Entities in Wikipedia Articles Using Annotation Recommendation
Philipp Scharpf | Moritz Schubotz | Bela Gipp

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ShExStatements: Simplifying Shape Expressions for Wikidata
John Samuel

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Inferring Sociodemographic Attributes of Wikipedia Editors: State-of-the-art and Implications for Editor Privacy
Sebastian Brückner | Florian Lemmerich | Markus Strohmaier

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The Language of Liberty: A preliminary study
Oscar Araque | Lorenzo Gatti | Kyriaki Kalimeri

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Information flow on COVID-19 over Wikipedia: A case study of 11 languages
Changwook Jung | Inho Hong | Diego Sáez-Trumper | Damin Lee | Jaehyeon Myung | Danu Kim | Jinhyuk Yun | Woo-Sung Jung | Meeyoung Cha

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Towards Ongoing Detection of Linguistic Bias on Wikipedia
Karthic Madanagopal | James Caverlee

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Characterizing Opinion Dynamics and Group Decision Making in Wikipedia Content Discussions
Khandaker Tasnim Huq | Giovanni Luca Ciampaglia

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Assessing the quality of health-related Wikipedia articles with generic and specific metrics
Luis Couto | Carla Teixeira Lopes

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Data-Driven Solutions in Smart Cities: The case of Covid-19
Nenad N. Petrovic | Vlado Dimovski | Judita Peterlin | Maja Mesko | Vasja Roblek

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Shaping a Digital Transformation Strategy for Smart Cities under the COVID-19 pandemic: Evidence from Greece
Leonidas G. Anthopoulos | Christos Ziozias | Apostolos Siokis

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Carpooling Platforms in Smart Cities for COVID-19 Pandemic: A Bibliometric Analysis
Leonidas Anthopoulos | Dimitrios Tzimos

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Insurance Assistant: An Intelligent Platform for Video Insurance Assessment
Shuang Peng | Minghui Yang | Fudong Wang | Xiangyang Li | Zujie Wen | Lei Liu

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ClaimLinker: Linking Text to a Knowledge Graph of Fact-checked Claims
Evangelos Maliaroudakis | Katarina Boland | Stefan Dietze | Konstantin Todorov | Yannis Tzitzikas | Pavlos Fafalios

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TagRuler: Interactive Tool for Span-Level Data Programming by Demonstration
Dongjin Choi | Sara Evensen | Çagatay Demiralp | Estevam Hruschka

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Plumber: A Modular Framework to Create Information Extraction Pipelines
Mohamad Yaser Jaradeh | Kuldeep Singh | Markus Stocker | Sören Auer

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FastSNG: The Fastest Social Network Dataset Generator
Binbin Wang | Chaokun Wang | Hao Feng

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Demonstration of Faceted Search on Scholarly Knowledge Graphs
Golsa Heidari | Ahmad Ramadan | Markus Stocker | Sören Auer

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The Observatory of Anonymity: An Interactive Tool to Understand Re-Identification Risks in 89 countries
Luc Rocher | Meenatchi Sundaram Muthu | Yves-Alexandre de Montjoye

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Semantic Search via Entity-Types: The SEMANNOREX Framework
Amit Kumar | Govind | Marc Spaniol

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PROV4ITDaTa: Transparent and direct transferof personal data to personal stores
Gertjan De Mulder | Ben De Meester | Pieter Heyvaert | Ruben Taelman | Anastasia Dimou | Ruben Verborgh

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ARK-Virus: An ARK Platform Extension for Mindful Risk Governance of Personal Protective Equipment Use in Healthcare
Lucy McKenna | Junli Liang | Natalia Duda | Nick McDonald | Rob Brennan

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BrFAST: a Tool to Select Browser Fingerprinting Attributes for Web Authentication According to a Usability-Security Trade-off
Nampoina Andriamilanto | Tristan Allard

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TAKCO: A Platform for Extracting Novel Facts from Tables
Benno Kruit | Peter A. Boncz | Jacopo Urbani

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TOUR: Dynamic Topic and Sentiment Analysis of User Reviews for Assisting App Release
Tianyi Yang | Cuiyun Gao | Jingya Zang | David Lo | Michael R. Lyu

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Escape from An Echo Chamber
Kuan-Chieh Lo | Shih-Chieh Dai | Aiping Xiong | Jing Jiang | Lun-Wei Ku

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Marketing Communications and the Semantic Web: Theoretical Intersections and Practical Implications
Teodora Petkova

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Counterfactual-Augmented Data for Multi-Hop Knowledge Base Question Answering
Yingting Li

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Modeling Text Data Over Time - Example on Job Postings
Jakob Jelencic

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Explainable Demand Forecasting: A Data Mining Goldmine
Joze M. Rozanec

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How to See Smells: Extracting Olfactory References from Artworks
Mathias Zinnen