Table of Contents

• From Supply Chain Resilience to Ecosystem Viability: Lessons from and Thinking Beyond the COVID-19 PandemicDmitry Ivanov. 5
• The Difficult Path to Become DatadrivenLionel Rigaud. 7
• Development of a Semantic Database Model to Facilitate Data Analytics in Battery Cell ManufacturingOzan Yesilyurt, David Brandt, Julian Joël Grimm, Kamal Husseini, Aleksandra Naumann, Julia Meiners, David Becker-Koch. 13-20 [doi]
• Startable: Multidimensional Modelling for Column-Oriented NoSQLLeandro M. Ferreira, Solange Nice Alves-Souza, Luciana M. da Silva. 21-30 [doi]
• Different Metrics Results in Text Summarization ApproachesMarcello Barbella, Michele Risi, Genoveffa Tortora, Alessia Auriemma Citarella. 31-39 [doi]
• Preprocessing of Terrain Data in the Cloud using a Workflow Management SystemMarvin Kaster, Hendrik M. Würz. 40-49 [doi]
• Detecting Bots in Social-networks using Node and Structural EmbeddingsAshkan Dehghan, Kinga Siuta, Agata Skorupka, Akshat Dubey, Andrei Betlen, David Miller, Wei Xu, Bogumil Kaminski, Pawel Pralat. 50-61 [doi]
• Highly Automated Corner Cases Extraction: Using Gradient Boost Quantile Regression for AI Quality AssuranceNiels Heller, Namrata Gurung. 62-73 [doi]
• Development of a Text Classification Framework using Transformer-based EmbeddingsSumona Yeasmin, Nazia Afrin, Kashfia Saif, Mohammad Rezwanul Huq. 74-82 [doi]
• Exploratory Analysis of Chat-based Black Market Profiles with Natural Language ProcessingAndré Büsgen, Lars Klöser, Philipp Kohl, Oliver Schmidts, Bodo Kraft, Albert Zündorf. 83-94 [doi]
• Domain-independent Data-to-Text Generation for Open DataAndreas Burgdorf, Micaela Barkmann, André Pomp, Tobias Meisen. 95-106 [doi]
• Inferring #MeToo Experience Tweets using Classic and Neural ModelsJulianne Zech, Lisa Singh, Kornraphop Kawintiranon, Naomi Mezey, Jamillah Williams. 107-117 [doi]
• A Formal Model to Support Discourse Semantic Landscape AnalysisIsabelle Linden, Bruno Dumas, Anne Wallemacq. 118-126 [doi]
• A Model based on 2-tuple Linguistic Model and CRITIC Method for Hotel ClassificationZiwei Shu, Ramón Alberto Carrasco González, Javier Portela García-Miguel, Manuel Sánchez-Montañés. 127-134 [doi]
• A2P: Attention-based Memory Access Prediction for Graph AnalyticsPengmiao Zhang, Rajgopal Kannan, Anant V. Nori, Viktor K. Prasanna. 135-145 [doi]
• Tackling Model Drifts in Industrial Model-driven Software Product Lines by Means of a Graph DatabaseChristof Tinnes, Uwe Hohenstein, Wolfgang Rössler, Andreas Biesdorf. 146-157 [doi]
• Big Data Analysis of Ionosphere Disturbances using Deep Autoencoder and Dense NetworkRayan Abri, Harun Artuner, Sara Abri, Salih Çetin. 158-167 [doi]
• Enhancing Biomedical Scientific Reviews Summarization with Graph-based Factual Evidence Extracted from PapersGiacomo Frisoni, Paolo Italiani, Francesco Boschi, Gianluca Moro. 168-179 [doi]
• Modelling of Efficient Graph-aware Data Storage using DNAAsad Usmani, Lena Wiese. 180-189 [doi]
• Using the Silhouette Coefficient for Representative Search of Team Tactics in Noisy DataFriedemann Schwenkreis. 193-202 [doi]
• Position Paper: Quality Assurance in Deep Learning SystemsDomingos F. Oliveira, Miguel A. Brito. 203-210 [doi]
• Supporting Trainset Annotation for Text Classification of Incoming Enterprise DocumentsJuris Rats, Inguna Pede. 211-218 [doi]
• From Digital Footprints to Facts: Mining Marketing Policies of the Greek Community on Instagram and YoutubeDimitris Linarakis, Stefanos Vlachos, Paraskevi Raftopoulou. 219-226 [doi]
• User Profiling: On the Road from URLs to Semantic FeaturesClaudio Barros, Perrine Moreau. 227-235 [doi]
• Maneuver-based Visualization of Similarities between Recorded Traffic ScenariosThilo Braun, Lennart Ries, Moritz Hesche, Stefan Otten, Eric Sax. 236-244 [doi]
• The Role of Fake Review Detection in Managing Online Corporate ReputationRob E. Loke, Z. Kisoen. 245-256 [doi]
• Towards Decentralized Parameter Servers for Secure Federated LearningMuhammad El-Hindi, Zheguang Zhao, Carsten Binnig. 257-269 [doi]
• Sensitivity Analysis using Regression Models: To Determine the Impact of Meta-level Features on the Youtube ViewsVaishnavi Borwankar, Catherine Chris, Hitesh Kumar, Sophia Rahaman. 270-275 [doi]
• Evaluation by Simulation of the Diffusion Methods in the Cloud: Based Network Architecture for Digital Open UniversitiesBoukar Abatchia Nicolas, Mahamadou Issoufou Tiado, Nassirou Adamou Hassane, Ibrahim Ganaou Noura. 276-280 [doi]
• Framework for Public Health Policy Indicators Governance and Metadata Quality Flags to Promote Data LiteracyWesley Lourenço Barbosa, Jacqueline David-Planas, Maritza M. C. Francisco, Solange Nice Alves-Souza, Lucia Vilela Leite Filgueiras, Leandro Manuel Reis Velloso, Luiz Sergio de Souza. 281-292 [doi]
• A Hybrid Approach for Product Classification based on Image and Text MatchingSebastian Bast, Christoph Brosch, Rolf Krieger. 293-300 [doi]
• Compiling Open Datasets in Context of Large Organizations while Protecting User Privacy and Guaranteeing Plausible DeniabilityIgor Jakovljevic, Christian Gütl, Andreas Wagner, Alexander Nussbaumer. 301-311 [doi]
• A Comparison of Automatic Labelling Approaches for Sentiment AnalysisSumana Biswas, Karen Young, Josephine Griffith. 312-319 [doi]
• Feature Extraction and Failure Detection Pipeline Applied to Log-based and Production DataRosaria Rossini, Nicolò Bertozzi, Eliseu Moura Pereira, Claudio Pastrone, Gil Gonçalves. 320-327 [doi]
• Multitudinous Data Platform for Community Big DataS. Junrat, J. Nopparat, M. Manopiroonporn, Wannarat Suntiamorntut, Sakuna Charoenpanyasak. 328-336 [doi]
• Towards Semantic Interoperability of Core Registers in CroatiaKornelije Rabuzin, Darko Gulija, Leo Mrsic, Nikola Modrusan. 337-344 [doi]
• Unsupervised Electrodermal Data Analysis Comparison between Biopac and Empatica E4 Data Collection PlatformsKassy Raymond, Andrew Hamilton-Wright. 345-352 [doi]
• Analysis of Data Quality in Digital Smart Cities: The Cases of Nantes, Hamburg and HelsinkiJosé L. Hernández, Ana Quijano, Rubén García, Pierre Nouaille, Lukas Risch, Mikko Virtanen, Ignacio de Miguel. 353-360 [doi]
• Towards Indoor Radon Analytics: An OLAP-based Multidimensional ApproachRolando Azevedo, Joaquim P. Silva, Nuno Lopes 0001, António Curado, Leonel J. R. Nunes, Sérgio Ivan Lopes. 361-369 [doi]
• Analyzing Cross-impact Matrices for Managerial Decision-making Problems with the DEMATEL ApproachShailesh Tripathi, Nadine Bachmann, Manuel Brunner, Herbert Jodlbauer. 370-382 [doi]
• Estimating the Optimal Number of Clusters from Subsets of EnsemblesAfees Adegoke Odebode, Allan Tucker, Mahir Arzoky, Stephen Swift. 383-391 [doi]
• End-to-End Data Quality: Insights from Two Case StudiesM. Redwan Hasan, Christine Legner. 392-399 [doi]
• Prediction of Sulfur in the Hot Metal based on Data Mining and Artificial Neural NetworksWandercleiton Cardoso, Renzo di Felice. 400-407 [doi]
• Students or Mechanical Turk: Who Are the More Reliable Social Media Data Labelers?Lisa Singh, Rebecca Vanarsdall, Yanchen Wang, Carole Roan Gresenz. 408-415 [doi]
• Using Machine Learning Methods and the Influenza Simulation System to Explore the Similarities of Taiwan's Administrative RegionsZong-Kai Lai, Yi-Ting Chiang, Tsan-sheng Hsu, Hung-Jui Chang. 416-422 [doi]
• Exploring Corporate Reputation based on Sentiment Polarities That Are Related to Opinions in Dutch Online ReviewsRob E. Loke, J. Vergeer. 423-431 [doi]
• Improved Boosted Classification to Mitigate the Ethnicity and Age Group UnfairnessIvona Colakovic, Saso Karakatic. 432-437 [doi]
• Working Efficiently with Large Geodata Files using Ad-hoc QueriesPascal Bormann, Michel Krämer, Hendrik M. Würz. 438-445 [doi]
• Interoperability-oriented Quality Assessment for Czech Open DataDasa Kusniráková, Mouzhi Ge, Leonard Walletzký, Barbora Buhnova. 446-453 [doi]
• Political Analytics on Election Candidates and Their Parties in Context of the US Presidential Elections 2020Kalpdrum Passi, Rakshit Sorathiya. 454-460 [doi]
• Automated Neoclassical Vertical Canon Validation in Human Faces with Machine LearningAshwinee Mehta, Maged Abdelaal, Moamen Sheba, Nic Herndon. 461-467 [doi]
• Towards Programmable Memory Controller for Tensor DecompositionSasindu Wijeratne, Ta-Yang Wang, Rajgopal Kannan, Viktor K. Prasanna. 468-475 [doi]
• Evaluation of Architectures for FAIR Data Management in a Research Data Management Use CaseBenedikt Heinrichs, Marius Politze, M. Amin Yazdi. 476-483 [doi]
• A Two-tire Approach for Organization Name Entity ResolutionAlmuth Müller, Achim Kuwertz. 484-491 [doi]
• Line-up Optimization Model of Basketball Players and the Simulation EvaluationYichen Wang, Haruka Yamashita. 492-499 [doi]
• Using Convolutional Neural Networks for Detecting Acrylamide in Biscuit Manufacturing ProcessDilruba Topcuoglu, Berat Utkan Mentes, Nur Askin, Ayse Damla Sengul, Zeynep Deniz Cankut, Talip Akdemir, Murat Ayvaz, Elif Kurt, Ozge Erdohan, Tumay Temiz, Murat Ceylan. 500-503 [doi]
• Auctions and Estimates: Evidence from Indian Art MarketShailendra Gurjar, Usha Ananthakumar. 504-511 [doi]
• Clustered Majority JudgementEmanuele d'Ajello, Davide Formica, Elio Masciari, Gaia Mattia, Arianna Anniciello, Cristina Moscariello, Stefano Quintarelli, Davide Zaccarella. 512-519
• Local Personal Data Processing with Third Party Code and Bounded LeakageRobin Carpentier, Iulian Sandu Popa, Nicolas Anciaux. 520-527 [doi]
• Functional Component Descriptions for Electrical Circuits based on Semantic Technology ReasoningJohannes Bayer, Mina Karami Zadeh, Markus Schröder, Andreas Dengel 0001. 528-532 [doi]
• Efficient Subgraph Indexing for Biochemical GraphsChimi Wangmo, Lena Wiese. 533-540 [doi]
• Slide-recommendation System: A Strategy for Integrating Instructional Feedback into Online Exercise SessionsVictor Obionwu, Vincent Toulouse, David Broneske, Gunter Saake. 541-548 [doi]
• ADiBA Big Data Adoption Framework: Accelerating Big Data Revolution 5.0Norhayati Daut, Naomie Salim, Weng Howe Chan, Anazida Zainal, Sharin Hazlin Huspi, Masitah Ghazali, Fatimah Shafinaz Ahmad. 549-556 [doi]
• NoSQL Document Databases Assessment: Couchbase, CouchDB, and MongoDBInês Carvalho, Filipe Sá, Jorge Bernardino. 557-564 [doi]