Table of Contents

• Improving Bounce Rate Prediction for Rare Queries by Leveraging Landing Page SignalsYeshi Dolma, Raunak Kalani, Astha Agrawal, Saurav Basu. 1-6 [doi]
• Managing Knowledge in Energy Data SpacesValentina Janev, Maria-Esther Vidal, Kemele M. Endris, Dea Pujic. 7-15 [doi]
• Analyzing a Knowledge Graph of Industry 4.0 StandardsIrlán Grangel-González, Maria-Esther Vidal. 16-25 [doi]
• EMR: Scalable Clustering of Big HR Data using Evolutionary MapReduceMahdi Bohlouli, Zhonghua He. 26-34 [doi]
• SciBiD: Novel Scientometrics and NoSQL-enabled Scalable and domain-specific Analysis of Big Scholar DataMahdi Bohlouli, Jonathan Hermann, Fabian Sunnus. 35-43 [doi]
• Artificial Neural Network Based Sensor Ontology Matching TechniqueXingsi Xue, Chao Jiang, Chaofan Yang, Hai Zhu, Cong Hu. 44-51 [doi]
• Task Offloading Strategy of Internet of Vehicles Based on Stackelberg GameShuo Xiao, Shengzhi Wang, Zhenzhen Huang, Tianyu Wang, Wei Chen 0036, Guopeng Zhang. 52-56 [doi]
• Distributed Fog Computing Based on Improved LT codes for Deep Learning in Web of ThingsLei Zhang, Jie Liu, Fuquan Zhang, Yu Mao. 57-62 [doi]
• A Deep End-to-end Hand Detection Application On Mobile Device Based On Web Of ThingsLinjuan Ma, Fuquan Zhang. 63-67 [doi]
• Progressive Semantic Reasoning for Image InpaintingJunjie Jin, Xinrong Hu, Kai He, Tao Peng, Junping Liu, Jie Yang. 68-76 [doi]
• Timing-Driven X-architecture Steiner Minimum Tree Construction Based on Social Learning Multi-Objective Particle Swarm OptimizationXiaohua Chen, Ruping Zhou, Genggeng Liu, Zhen Chen, Wenzhong Guo. 77-84 [doi]
• PDTM: Poisson Distribution-based Trust Model for Web of ThingsWeidong Fang, Wuxiong Zhang, Wei Chen, Li Yi, Weiwei Gao. 85-89 [doi]
• A Kind of Prediction Based on SOM Neural Clustering and Combination Weighting Evaluation MethodYe Sun, Bing Tian, Xiaoyue Liu, Dufeng Chen, Yuliang Wu. 90-96 [doi]
• Mobile Positioning Based on TAE-GRUCanyang Guo, Ling Wu, Cheng Shi, Chi-Hua Chen. 97-104 [doi]
• What Happens Behind the Scene? Towards Fraud Community Detection in E-Commerce from Online to OfflineZhao Li, Pengrui Hui, Peng Zhang, Jiaming Huang, Biao Wang, Ling Tian, Ji Zhang, Jianliang Gao, Xing Tang. 105-113 [doi]
• A Feature Analysis Tool for Batch RL DatasetsRuiyang Xu, Zhengxing Chen. 114-122 [doi]
• Optimizing AD Pruning of Sponsored Search with Reinforcement LearningYijiang 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. 123-127 [doi]
• Challenges and Opportunities in Using Data Science for Homelessness Service ProvisionCharalampos Chelmis, Wenting Qi, Wonhyung Lee. 128-135 [doi]
• Developing Annotated Resources for Internal Displacement MonitoringFabio Poletto, Yunbai Zhang, André Panisson, Yelena Mejova, Daniela Paolotti, Sylvain Ponserre. 136-144 [doi]
• Using Facebook Ads Data to Assess Gender Balance in STEM: Evidence from BrazilCarolina C. Vieira, Marisa Vasconcelos. 145-153 [doi]
• Proposing a Broader Scope of Predictive Features for Modeling Refugee CountsEsther Mead, Maryam Maleki, Recep Erol, Nitin Agarwal. 154-160 [doi]
• How Fair is Fairness-aware Representative Ranking?Akrati Saxena, George Fletcher, Mykola Pechenizkiy. 161-165 [doi]
• Analyzing European Migrant-related Twitter DeliberationsAparup Khatua, Wolfgang Nejdl. 166-170 [doi]
• Parallelizing DNN Training on GPUs: Challenges and OpportunitiesWeizheng Xu, Youtao Zhang, Xulong Tang. 174-178 [doi]
• Reliability of Large Scale GPU Clusters for Deep Learning WorkloadsJunjie Qian, Taeyoon Kim, Myeongjae Jeon. 179-181 [doi]
• Transitive Power Modeling for Improving Resource Efficiency in a Hyperscale DatacenterAlexander Gilgur, Brian Coutinho, Iyswarya Narayanan, Parth Malani. 182-191 [doi]
• DL Inference and Training Optimization Towards Speed and ScaleMinjia Zhang. 192 [doi]
• Automating Fairness Configurations for Machine LearningHaipei Sun, Yiding Yang, Yanying Li, Huihui Liu, Xinchao Wang, Wendy Hui Wang. 193-201 [doi]
• Fairness beyond "equal": The Diversity Searcher as a Tool to Detect and Enhance the Representation of Socio-political Actors in News MediaBettina Berendt, Özgür Karadeniz, Stefan Mertens, Leen D'Haenens. 202-212 [doi]
• Characterizing and Comparing COVID-19 Misinformation Across Languages, Countries and PlatformsGolshan Madraki, Isabella Grasso, Jacqueline M. Otala, Yu Liu, Jeanna N. Matthews. 213-223 [doi]
• Political Polarization and Platform Migration: : A Study of Parler and Twitter Usage by United States of America Congress MembersJacqueline M. Otala, Gillian Kurtic, Isabella Grasso, Yu Liu, Jeanna Matthews, Golshan Madraki. 224-231 [doi]
• Auditing Source Diversity Bias in Video Search Results Using Virtual AgentsAleksandra Urman, Mykola Makhortykh, Roberto Ulloa. 232-236 [doi]
• AI Principles in Identifying Toxicity in Online Conversation: Keynote at the Third Workshop on Fairness, Accountability, Transparency, Ethics and Society on the WebLucy Vassermann. 237 [doi]
• Financial Fraud Detection on Micro-credit Loan Scenario via Fuller Location Information EmbeddingJunxiang Jiang, Boyi Ni, Chunping Wang. 238-246 [doi]
• Hierarchical Model for Goal Guided Summarization of Annual Financial ReportsYash Agrawal, Vivek Anand, S. Arunachalam, Vasudeva Varma. 247-254 [doi]
• A Chinese Dataset for Exploring Financial Numeral AttributesMaofu Liu, Xinxin Xia, Wei Wang. 255-259 [doi]
• A Comparison of Pre-Trained Language Models for Multi-Class Text Classification in the Financial DomainYusuf Arslan, Kevin Allix, Lisa Veiber, Cedric Lothritz, Tegawendé F. Bissyandé, Jacques Klein, Anne Goujon. 260-268 [doi]
• Centralized Borrower and Lender Matching under Uncertainty for P2P LendingSoumajyoti Sarkar. 269-273 [doi]
• Enhancing Intent Detection in Customer Service with Social Media DataJiantao Huang, Yi-Ru Liou, Hsin-Hsi Chen. 274-275 [doi]
• FinSBD-2021: The 3rd Shared Task on Structure Boundary Detection in Unstructured Text in the Financial DomainWilly Au, Abderrahim Ait-Azzi, Juyeon Kang. 276-279 [doi]
• taka at the FinSBD-3 task: Tables and Figures Extraction using Object Detection TechniquesTien-Dung Le. 280-282 [doi]
• aiai at the FinSBD-3 task: Structure Boundary Detection of Noisy Financial Texts in English and French Using Data Augmentation and Hybrid Deep Learning ModelKe Tian, Hua Chen. 283-287 [doi]
• The FinSim-2 2021 Shared Task: Learning Semantic Similarities for the Financial DomainYouness Mansar, Juyeon Kang, Ismaïl El Maarouf. 288-292 [doi]
• FinMatcher at FinSim-2: Hypernym Detection in the Financial Services Domain using Knowledge GraphsJan Portisch, Michael Hladik, Heiko Paulheim. 293-297 [doi]
• JSI at the FinSim-2 task: Ontology-Augmented Financial Concept ClassificationTimen Stepisnik Perdih, Senja Pollak, Blaz Skrlj. 298-301 [doi]
• L3i_LBPAM at the FinSim-2 task: Learning Financial Semantic Similarities with Siamese TransformersNhu Khoa Nguyen, Emanuela Boros, Gaël Lejeune, Antoine Doucet, Thierry Delahaut. 302-306 [doi]
• GOAT at the FinSim-2 task: Learning Word Representations of Financial Data with Customized CorpusYulong Pei, Qian Zhang. 307-310 [doi]
• TCS_WITM_2021 @FinSim-2: Transformer based Models for Automatic Classification of Financial TermsTushar Goel, Vipul Chauhan, Ishan Verma, Tirthankar Dasgupta, Lipika Dey. 311-315 [doi]
• PolyU-CBS at the FinSim-2 Task: Combining Distributional, String-Based and Transformers-Based Features for Hypernymy Detection in the Financial DomainEmmanuele Chersoni, Chu-Ren Huang. 316-319 [doi]
• aiai at the FinSim-2 task: Finance Domain Terms Automatic Classification Via Word Ontology and EmbeddingKe Tian, Hua Chen. 320-322 [doi]
• LocWeb2021 Workshop - Chair's Welcome: Eleventh International Workshop on Location and the Web at The Web Conference 2021Dirk Ahlers, Erik Wilde, Rossano Schifanella, Jalal S. Alowibdi. 323 [doi]
• Understanding & Predicting User Lifetime with Machine Learning in an Anonymous Location-Based Social NetworkJens Helge Reelfs, Max Bergmann, Oliver Hohlfeld, Niklas Henckell. 324-331 [doi]
• IP Geolocation Using Traceroute Location Propagation and IP Range Location InterpolationOvidiu Dan, Vaibhav Parikh, Brian D. Davison 0001. 332-338 [doi]
• Cross-city Analysis of Location-based Sentiment in User-generated TextChristopher Stelzmüller, Sebastian Tanzer, Markus Schedl. 339-346 [doi]
• Learning Spatio-Temporal Behavioural Representations for Urban Activity ForecastingFlora D. Salim. 347-348 [doi]
• Generating Rich Product Descriptions for Conversational E-commerce SystemsShashank Kedia, Aditya Mantha, Sneha Gupta, Stephen Guo, Kannan Achan. 349-356 [doi]
• Making Sense of Subtitles: Sentence Boundary Detection and Speaker Change Detection in Unpunctuated TextsGregor Donabauer, Udo Kruschwitz, David P. A. Corney. 357-362 [doi]
• Language, Vision and Action are Better TogetherRada Mihalcea. 363 [doi]
• Beyond Text and Back AgainDesmond Elliott. 364 [doi]
• Language, Vision and Action are Better TogetherJason Baldridge. 365 [doi]
• Grounding Language in Visual and Conversational ContextsRaquel Fernández. 366 [doi]
• Tweet Sentiment Analysis of the 2020 U.S. Presidential ElectionEthan Xia, Han Yue, Hongfu Liu. 367-371 [doi]
• Boosting Share Routing for Multi-task LearningXiaokai Chen, Xiaoguang Gu, Libo Fu. 372-379 [doi]
• EUDETECTOR: Leveraging Language Model to Identify EU-Related NewsKoustav Rudra, Danny Tran, Miroslav Shaltev. 380-384 [doi]
• Does Gender Matter in the News? Detecting and Examining Gender Bias in News ArticlesJamell Dacon, Haochen Liu. 385-392 [doi]
• Collocating News Articles with Structured Web Tables✱Alyssa Lees, Luciano Barbosa, Flip Korn, Levy de Souza Silva, You Wu 0001, Cong Yu 0001. 393-401 [doi]
• Toward the Next Generation of News Recommender SystemsHiman Abdollahpouri, Edward C. Malthouse, Joseph A. Konstan, Bamshad Mobasher, Jeremy Gilbert. 402-406 [doi]
• How does Truth Evolve into Fake News? An Empirical Study of Fake News EvolutionMingfei Guo, Xiuying Chen, Juntao Li, Dongyan Zhao 0001, Rui Yan 0001. 407-411 [doi]
• Combining Explicit Entity Graph with Implicit Text Information for News RecommendationXuanyu Zhang, Qing Yang, Dongliang Xu. 412-416 [doi]
• Deep Learning meets Knowledge Graphs for Scholarly Data ClassificationFabian Hoppe, Danilo Dessì, Harald Sack. 417-421 [doi]
• On Representation Learning for Scientific News Articles Using Heterogeneous Knowledge GraphsAngelika Romanou, Panayiotis Smeros, Karl Aberer. 422-425 [doi]
• Extraction and Evaluation of Statistical Information from Social and Behavioral Science PapersSree Sai Teja Lanka, Sarah Michele Rajtmajer, Jian Wu 0006, C. Lee Giles. 426-430 [doi]
• FAIR Linked Data - Towards a Linked Data Backbone for Users and MachinesJohannes Frey, Sebastian Hellmann. 431-435 [doi]
• HierClasSArt: Knowledge-Aware Hierarchical Classification of Scholarly ArticlesMehwish Alam, Russa Biswas, Yiyi Chen, Danilo Dessì, Genet Asefa Gesese, Fabian Hoppe, Harald Sack. 436-440 [doi]
• C-Rex: A Comprehensive System for Recommending In-Text Citations with ExplanationsMichael Färber 0001, Vinzenz Zinecker, Isabela Bragaglia Cartus, Sebastian Celis, Maria Duma. 441-445 [doi]
• Rewarding Research Data ManagementJoachim Schöpfel, Otmane Azeroual. 446-450 [doi]
• Finding Keystone Citations for Constructing Validity Chains among Research PapersYuanxi Fu, Jodi Schneider, Catherine Blake. 451-455 [doi]
• BIP! DB: A Dataset of Impact Measures for Scientific PublicationsThanasis Vergoulis, Ilias Kanellos, Claudio Atzori, Andrea Mannocci, Serafeim Chatzopoulos, Sandro La Bruzzo, Natalia Manola, Paolo Manghi. 456-460 [doi]
• Predicting Paper Acceptance via Interpretable Decision SetsPeng Bao, Weihui Hong, Xuanya Li. 461-467 [doi]
• Visualising Scientific Topic EvolutionPanagiotis Deligiannis, Thanasis Vergoulis, Serafeim Chatzopoulos, Christos Tryfonopoulos. 468-472 [doi]
• Tweet-aware News Summarization with Dual-Attention MechanismXin Zheng, Aixin Sun, Karthik Muthuswamy. 473-480 [doi]
• Are Your Friends Also Haters? Identification of Hater Networks on Social Media: Data PaperMaximilian Wich, Melissa Breitinger, Wienke Strathern, Marlena Naimarevic, Georg Groh, Jürgen Pfeffer. 481-485 [doi]
• Emotion-Aware Event Summarization in MicroblogsRrubaa Panchendrarajan, Wynne Hsu, Mong-Li Lee. 486-494 [doi]
• Response Selection for a Virtual CounsellorJohn Lee, Baikun Liang. 495-499 [doi]
• A Comparative Study of Using Pre-trained Language Models for Toxic Comment ClassificationZhixue Zhao, Ziqi Zhang, Frank Hopfgartner. 500-507 [doi]
• Hate, Obscenity, and Insults: Measuring the Exposure of Children to Inappropriate Comments in YouTubeSultan Alshamrani, Ahmed Abusnaina, Mohammed Abuhamad, DaeHun Nyang, David A. Mohaisen. 508-515 [doi]
• Affect Classification in Tweets using Multitask Deep Neural NetworksSeema Nagar, Achintya Shankhdhar, Ferdous Ahmed Barbhuiya, Kuntal Dey. 516-520 [doi]
• PaCo: Fast Counting of Causal Paths in Temporal Network DataLuka V. Petrovic, Ingo Scholtes. 521-526 [doi]
• Learning to Persist: Exploring the Tradeoff Between Model Optimization and Experience ConsistencyDmitri Goldenberg, Guy Tsype, Igor Spivak, Javier Albert, Amir Tzur. 527-529 [doi]
• Analysis and Visualisation of Time Series Data on Networks with PathpyJürgen Hackl, Ingo Scholtes, Luka V. Petrovic, Vincenzo Perri, Luca Verginer, Christoph Gote. 530-532 [doi]
• Visualisation of Temporal Network Data via Time-Aware Static Representations with HOTVisVincenzo Perri, Ingo Scholtes. 533-534 [doi]
• References in Wikipedia: The Editors' PerspectiveLucie-Aimée Kaffee, Hady ElSahar. 535-538 [doi]
• Do I Trust this Stranger? Generalized Trust and the Governance of Online CommunitiesJérôme Hergueux, Yann Algan, Yochai Benkler, Mayo Fuster Morell. 539-543 [doi]
• Negative Knowledge for Open-world WikidataHiba Arnaout, Simon Razniewski, Gerhard Weikum, Jeff Z. Pan. 544-551 [doi]
• A Brief Analysis of Bengali Wikipedia's Journey to 100, 000 ArticlesAnkan Ghosh Dastider. 552-557 [doi]
• WikiShark: An Online Tool for Analyzing Wikipedia Traffic and TrendsElad Vardi, Lev Muchnik, Alex Conway, Micha Breakstone. 558-571 [doi]
• Tracing the Factoids: the Anatomy of Information Re-organization in Wikipedia ArticlesAmit Arjun Verma, Neeru Dubey, S. R. S. Iyengar, Simran Setia. 572-579 [doi]
• Wikidata Logical Rules and Where to Find ThemNaser Ahmadi, Paolo Papotti. 580-581 [doi]
• Simple Wikidata Analysis for Tracking and Improving Biographies in Catalan WikipediaToni Hermoso Pulido. 582-583 [doi]
• Structural Analysis of Wikigraph to Investigate Quality Grades of Wikipedia ArticlesAnamika Chhabra, Shubham Srivastava, S. R. S. Iyengar, Poonam Saini. 584-590 [doi]
• Towards Open-domain Vision and Language Understanding with WikimediaDavid Semedo. 591-593 [doi]
• Language-agnostic Topic Classification for WikipediaIsaac Johnson, Martin Gerlach, Diego Sáez-Trumper. 594-601 [doi]
• Fast Linking of Mathematical Wikidata Entities in Wikipedia Articles Using Annotation RecommendationPhilipp Scharpf, Moritz Schubotz, Bela Gipp. 602-609 [doi]
• ShExStatements: Simplifying Shape Expressions for WikidataJohn Samuel. 610-615 [doi]
• Inferring Sociodemographic Attributes of Wikipedia Editors: State-of-the-art and Implications for Editor PrivacySebastian Brückner, Florian Lemmerich, Markus Strohmaier. 616-622 [doi]
• The Language of Liberty: A preliminary studyOscar Araque, Lorenzo Gatti, Kyriaki Kalimeri. 623-626 [doi]
• Information flow on COVID-19 over Wikipedia: A case study of 11 languagesChangwook Jung, Inho Hong, Diego Sáez-Trumper, Damin Lee, Jaehyeon Myung, Danu Kim, Jinhyuk Yun, Woo-Sung Jung, Meeyoung Cha. 627-628 [doi]
• Towards Ongoing Detection of Linguistic Bias on WikipediaKarthic Madanagopal, James Caverlee. 629-631 [doi]
• Characterizing Opinion Dynamics and Group Decision Making in Wikipedia Content DiscussionsKhandaker Tasnim Huq, Giovanni Luca Ciampaglia. 632-639 [doi]
• Assessing the quality of health-related Wikipedia articles with generic and specific metricsLuis Couto, Carla Teixeira Lopes. 640-647 [doi]
• Data-Driven Solutions in Smart Cities: The case of Covid-19Nenad N. Petrovic, Vlado Dimovski, Judita Peterlin, Maja Mesko, Vasja Roblek. 648-656 [doi]
• Shaping a Digital Transformation Strategy for Smart Cities under the COVID-19 pandemic: Evidence from GreeceLeonidas G. Anthopoulos, Christos Ziozias, Apostolos Siokis. 657-660 [doi]
• Carpooling Platforms in Smart Cities for COVID-19 Pandemic: A Bibliometric AnalysisLeonidas Anthopoulos, Dimitrios Tzimos. 661-666 [doi]
• Insurance Assistant: An Intelligent Platform for Video Insurance AssessmentShuang Peng, Minghui Yang, Fudong Wang, Xiangyang Li, Zujie Wen, Lei Liu. 667-668 [doi]
• ClaimLinker: Linking Text to a Knowledge Graph of Fact-checked ClaimsEvangelos Maliaroudakis, Katarina Boland, Stefan Dietze, Konstantin Todorov, Yannis Tzitzikas, Pavlos Fafalios. 669-672 [doi]
• TagRuler: Interactive Tool for Span-Level Data Programming by DemonstrationDongjin Choi, Sara Evensen, Çagatay Demiralp, Estevam Hruschka. 673-677 [doi]
• Plumber: A Modular Framework to Create Information Extraction PipelinesMohamad Yaser Jaradeh, Kuldeep Singh 0001, Markus Stocker, Sören Auer. 678-679 [doi]
• FastSNG: The Fastest Social Network Dataset GeneratorBinbin Wang, Chaokun Wang, Hao Feng. 680-684 [doi]
• Demonstration of Faceted Search on Scholarly Knowledge GraphsGolsa Heidari, Ahmad Ramadan, Markus Stocker, Sören Auer. 685-686 [doi]
• The Observatory of Anonymity: An Interactive Tool to Understand Re-Identification Risks in 89 countriesLuc Rocher, Meenatchi Sundaram Muthu, Yves-Alexandre de Montjoye. 687-689 [doi]
• Semantic Search via Entity-Types: The SEMANNOREX FrameworkAmit Kumar, Govind, Marc Spaniol. 690-694 [doi]
• PROV4ITDaTa: Transparent and direct transferof personal data to personal storesGertjan De Mulder, Ben De Meester, Pieter Heyvaert, Ruben Taelman, Anastasia Dimou, Ruben Verborgh. 695-697 [doi]
• ARK-Virus: An ARK Platform Extension for Mindful Risk Governance of Personal Protective Equipment Use in HealthcareLucy McKenna, Junli Liang, Natalia Duda, Nick McDonald, Rob Brennan. 698-700 [doi]
• BrFAST: a Tool to Select Browser Fingerprinting Attributes for Web Authentication According to a Usability-Security Trade-offNampoina Andriamilanto, Tristan Allard. 701-704 [doi]
• TAKCO: A Platform for Extracting Novel Facts from TablesBenno Kruit, Peter A. Boncz, Jacopo Urbani. 705-707 [doi]
• TOUR: Dynamic Topic and Sentiment Analysis of User Reviews for Assisting App ReleaseTianyi Yang, Cuiyun Gao, Jingya Zang, David Lo 0001, Michael Lyu. 708-712 [doi]
• Escape from An Echo ChamberKuan-Chieh Lo, Shih-Chieh Dai, Aiping Xiong, Jing Jiang, Lun-Wei Ku. 713-716 [doi]
• Marketing Communications and the Semantic Web: Theoretical Intersections and Practical ImplicationsTeodora Petkova. 717-718 [doi]
• Counterfactual-Augmented Data for Multi-Hop Knowledge Base Question AnsweringYingting Li. 719-720 [doi]
• Modeling Text Data Over Time - Example on Job PostingsJakob Jelencic. 721-722 [doi]
• Explainable Demand Forecasting: A Data Mining GoldmineJoze M. Rozanec. 723-724 [doi]
• How to See Smells: Extracting Olfactory References from ArtworksMathias Zinnen. 725-726 [doi]