Table of Contents

• Leveraging Digital Trace Data to Investigate and Support Human-Centered Work ProcessesBarbara Weber. 5
• On the Relation Between Gender and Software EngineeringLetizia Jaccheri. 7
• Enterprise-Level IS Research: Challenges and Potentials of Looking Beyond Enterprise SolutionsRobert Winter. 9-14 [doi]
• Serverless Compute Fabric for Edge-Cloud Continuum: Opportunities and ChallengesStefan Nastic. 15
• Adoption of Intelligent Information Systems: An Approach to the Colombian ContextSofía Abadía, Oscar Avila. 21-31 [doi]
• Indexing High-Dimensional Vector StreamsJoão Pedro Valladão Pinheiro, Lucas Ribeiro Borges, Bruno Francisco Martins da Silva, Luiz André P. Paes Leme, Marco Antonio Casanova. 32-43 [doi]
• Assessing the Lakehouse: Analysis, Requirements and DefinitionJan Schneider, Christoph Gröger, Arnold Lutsch, Holger Schwarz, Bernhard Mitschang. 44-56 [doi]
• Design Principles and a Software Reference Architecture for Big Data Question Answering SystemsLeonardo Mauro Pereira Moraes, Pedro Calciolari Jardim, Cristina Dutra Aguiar. 57-67 [doi]
• Perception of Agile Teams About Home Office During the Covid-19Edna Dias Canedo, Angélica Toffano Seidel Calazans, Geovana Ramos Sousa Silva, Isabel Sofia Brito, Eloisa Toffano Seidel Masson. 68-79 [doi]
• Algorithm for Selecting Words to Compose Phonological AssessmentsJoão Víctor B. Marques, João Carlos D. Lima, Márcia Keske Soares, Cristiano C. da Rocha, Fabrício André Rubin, Raphael Vieira Miollo. 80-88 [doi]
• An Exploratory Analysis of the Use of ETL in Transparency PortalsMarcus Vinicius Santana Poletti, Methanias Colaço Júnior, André Vinícius R. P. Nascimento. 91-98 [doi]
• Smart Placement of Routers in Agricultural Crop AreasPedro Henrique Gouvêa Coelho, José F. M. do Amaral, K. P. Guimarães, Eduardo Nepomuceno da Rocha, T. S. Souza. 99-106 [doi]
• INSIDE: Semantic Interoperability in Engineering Data IntegrationVitor Pinheiro de Almeida, Júlio Gonçalves Campos, Elvismary Molina de Armas, Geiza Maria Hamazaki da Silva, Hugo Fernandes Neves, Eduardo Thadeu Leite Corseuil, Fernando Rodrigues Gonzalez. 107-114 [doi]
• Problems and Causes of Data Privacy in Big Data Systems in BrazilDanilo Figueiredo Oliveira, Edmir P. V. Prado. 115-122 [doi]
• Probability Distribution as an Input to Machine Learning TasksKarel Macek, Nicholas Capek, Nikola Pajerová. 123-129 [doi]
• A Multidimensional-Paradigm-Centered Architecture for Cooperative Digital EcosystemsAlfredo Cuzzocrea, Luigi Canadè. 130-137 [doi]
• Novel Topic Models for Content Based Recommender SystemsKamal Maanicshah, Manar Amayri, Nizar Bouguila. 138-145 [doi]
• A Review of Blockchain Platforms Based on the Scalability, Security and Decentralization TrilemmaJan Werth, Mohammad Hajian Berenjestanaki, Hamid R. Barzegar, Nabil El Ioini, Claus Pahl. 146-155 [doi]
• A Predictive Model for Assessing Satisfaction with Online Learning for Higher Education Students During and After COVID-19 Using Data Mining and Machine Learning Techniques: A Case of Jordanian InstitutionsHadeel Kakish, Dalia Al-Eisawi. 156-163 [doi]
• Investigating Aha Moment Through Process MiningWan-Hsuan Chiang, Usman Ahmad, Shenghui Wang, Faiza Allah Bukhsh. 164-172 [doi]
• On the Use of Blockchain Technology to Improve the Reproducibility of Preclinical Research ExperimentsEduardo C. Oliveira, Rafael Z. Frantz, Carlos Molina-Jiménez, Thiago Heck, Sandro Sawicki, Fabricia Roos-Frantz. 173-179 [doi]
• A Computational Model for Predicting Cryptocurrencies Using Exogenous VariablesEduardo M. Gonçalves, Eduardo N. Borges, Bruno Lopes Dalmazo, Rafael A. Berri, Giancarlo Lucca, Vinicius M. De Oliveira. 180-186 [doi]
• Mammography Unit Location: Reconciling Maximum Coverage and Budgetary ConstraintsRudivan Paixão Barbosa, Marcone Jamilson Freitas Souza, Gilberto de Miranda Junior. 187-194 [doi]
• An Online Deterministic Algorithm for Non-Metric Facility LeasingChristine Markarian, Claude Fachkha. 195-201 [doi]
• IT Project Portfolio Management: Development and Validation of a Reference ModelRuud Wissenburg, Rob J. Kusters, Harry Martin. 202-211 [doi]
• Decentralised Autonomous Management of an Association Through Smart Contracts According to German LegislationMatthias Pohl, René Degenkolbe, Daniel Gunnar Staegemann, Klaus Turowski. 212-218 [doi]
• FakeSpreadersWhatsApp.BR: Misinformation Spreaders Detection in Brazilian Portuguese WhatsApp MessagesLucas Cabral 0001, Antônio Diogo Forte Martins, José Maria Monteiro, Javam C. Machado, Wellington Franco. 219-228 [doi]
• A Multi-Perspective Framework for Smart Contract Search in Decentralised Applications DesignAda Bagozi, Devis Bianchini, Valeria De Antonellis, Massimiliano Garda, Michele Melchiori. 229-236 [doi]
• BATMAN: A Big Data Platform for Misinformation MonitoringIvandro Claudino de Sá, Luciano Galic, Wellington Franco, Thiago Gadelha, José Maria Monteiro, Javam C. Machado. 237-246 [doi]
• Evaluation of Deep Learning Techniques for Entity MatchingPaulo Henrique Santos Lima, Douglas Rolins Santana, Wellington Santos Martins, Leonardo Andrade Ribeiro. 247-254 [doi]
• GeoBlockchain: Geolocation Based Consensus Against 51% AttacksFranco Moloche-Garcia, Pedro Bustamante-Castro, Willy Ugarte. 255-262 [doi]
• Building Resilient Supply Chains with Information Systems: Key Lessons from Médecins Sans Frontières Logistique During the COVID-19 CrisisSylvie Michel, Sylvie Gerbaix, Marc Bidan. 263-270 [doi]
• A Real-Time Platform to Monitoring Misinformation on TelegramIvandro Claudino de Sá, Thiago Gadelha, Tiago Vinuto, José Wellington Franco da Silva, José Maria Monteiro, Javam C. Machado. 271-278 [doi]
• Developing and Evaluating a Tool to Support Predictive TasksJosé Augusto Câmara Filho, José Maria Monteiro, Javam C. Machado. 279-286 [doi]
• Improved ACO Rank-Based Algorithm for Use in Selecting Features for Classification ModelsRoberto Alexandre Delamora, Bruno Nazário Coelho, Jodelson A. Sabino. 291-302 [doi]
• Legal Information Retrieval Based on a Concept-Frequency Representation and ThesaurusWagner Miranda Costa, Glauco Vitor Pedrosa. 303-311 [doi]
• Towards a Novel Edge AI System for Particle Size Detection in Mineral Processing PlantsFlávio Wellb Cardoso, Mateus Coelho Silva, Natália F. de C. Meira, Ricardo Augusto Rabelo Oliveira, Andrea Gomes Campos Bianchi. 312-323 [doi]
• CrudeBERT: Applying Economic Theory Towards Fine-Tuning Transformer-Based Sentiment Analysis Models to the Crude Oil MarketHimmet Kaplan, Ralf-Peter Mundani, Heiko Rölke, Albert Weichselbraun. 324-334 [doi]
• A Decision Support System for Multi-Trip Vehicle Routing ProblemsMirko Cavecchia, Thiago Alves de Queiroz, Manuel Iori, Riccardo Lancellotti, Giorgio Zucchi. 335-343 [doi]
• Learning Deep Fake-News Detectors from Scarcely-Labelled News CorporaPaolo Zicari, Massimo Guarascio 0001, Luigi Pontieri, Gianluigi Folino. 344-353 [doi]
• Classification of H&E Images via CNN Models with XAI Approaches, DeepDream Representations and Multiple ClassifiersLeandro Alves Neves, João Manuel Cardoso Martinez, Leonardo Henrique Da Costa Longo, Guilherme Freire Roberto, Thaína Aparecida Azevedo Tosta, Paulo Rogério de Faria, Adriano M. Loyola, Sérgio V. Cardoso, Adriano Barbosa-Silva, Marcelo Zanchetta do Nascimento, Guilherme Botazzo Rozendo. 354-364 [doi]
• Automated Decision Support Framework for IoT: Towards a Cyber Physical Recommendation SystemMohammad Choaib, Moncef Garouani, Mourad Bouneffa, Nicolas Waldhoff, Adeel Ahmad, Yasser Mohanna. 365-373 [doi]
• Using Multilingual Approach in Cross-Lingual Transfer Learning to Improve Hate Speech DetectionAillkeen Bezerra de Oliveira, Cláudio de Souza Baptista, Anderson Almeida Firmino, Anselmo Cardoso de Paiva. 374-384 [doi]
• Fuzzy Logic Based Edge Detection Methods: A Systematic Literature ReviewMiquéias Amorim Santos Silva, Graçaliz Pereira Dimuro, Eduardo N. Borges, Giancarlo Lucca, Cédric Marco-Detchart. 385-394 [doi]
• Towards a Business-Oriented Approach to Visualization-Supported Interpretability of Prediction Results in Process MiningAna Rocío Cárdenas Maita, Marcelo Fantinato, Sarajane Marques Peres, Fabrizio Maria Maggi. 395-406 [doi]
• Multiscale Context Features for Geological Image ClassificationMatheus V. Todescato, Luan Fonseca Garcia, Dennis Giovani Balreira, Joel Luís Carbonera. 407-418 [doi]
• SDRank: A Deep Learning Approach for Similarity Ranking of Data Sources to Support User-Centric Data AnalysisMichael Behringer, Dennis Treder-Tschechlov, Julius Voggesberger, Pascal Hirmer, Bernhard Mitschang. 419-428 [doi]
• An Evaluation of Malware Triage Similarity HashesHaoping Liu, Josiah Hagen, Muqeet Ali, Jonathan Oliver. 431-435 [doi]
• A Classifier-Based Approach to Predict the Approval of Legislative PropositionsIlo César Duarte Cabral, Glauco Vitor Pedrosa. 436-442 [doi]
• A Framework for a Data Quality Module in Decision Support Systems: An Application with Smart Grid Time SeriesGiulia Rinaldi, Fernando Crema Garcia, Oscar Mauricio Agudelo, Thijs Becker, Koen Vanthournout, Willem Mestdagh, Bart De Moor. 443-452 [doi]
• A User-Centered Approach to Analyze Public Service Apps Based on ReviewsGlauco Vitor Pedrosa, John L. C. Gardenghi, Pollyanna C. O. Dias, Ludimila Felix, Ariel V. L. Serafim, Lucas H. Horinouchi, Rejane M. da C. Figueiredo. 453-459 [doi]
• A Concept for Optimal Warehouse Allocation Using Contextual Multi-Arm BanditsGiulia Siciliano, David Braun, Korbinian Zöls, Johannes Fottner. 460-467 [doi]
• ESG Data Collection with Adaptive AIFrancesco Visalli, Antonio Patrizio, Antonio Lanza, Prospero Papaleo, Anupam Nautiyal, Mariella Pupo, Umberto Scilinguo, Ermelinda Oro, Massimo Ruffolo. 468-475 [doi]
• Fuzzy Logic for Diabetes Predictions: A Literature ReviewAlice Tissot Garcia Pintanel, Graçaliz Pereira Dimuro, Eduardo Nunes Borges, Giancarlo Lucca, Camila Rose Guadalupe Barcelos. 476-483 [doi]
• Forecasting Residential Energy Consumption: A Case Study for GreeceDimitra Kouvara, Dimitrios Vogiatzis. 484-492 [doi]
• An Unsupervised Approach for Study of the Relationship Between Behavioral Profile and Facial Expressions in Video InterviewsAna Carolina Conceição de Jesus, Richard Vinícius Rezende Mariano, Alessandro Garcia Vieira, Jéssica Assunção da Almeida de Lima, Giulia Zanon de Castro, Wladmir Cardoso Brandão. 493-500 [doi]
• Natural Language Processing Approach for Classification of Archetypes Using Text on Business EnvironmentsRichard Vinícius Rezende Mariano, Ana Carolina Conceição de Jesus, Alessandro Garcia Vieira, Jéssica Assunção da Almeida de Lima, Giulia Zanon de Castro, Wladmir Cardoso Brandão. 501-508 [doi]
• Labor Accidents Classification Using Machine LearningEnádio da Silva Barbosa, Yandre M. G. Costa, Juliano Henrique Foleiss, Diego Bertolini. 509-516 [doi]
• Mobile Robot Navigation Strategies Through Behavioral Cloning and Generative Adversarial Imitation LearningKevin Levrone Rodrigues Machado Silva, Rodrigo Calvo. 517-524 [doi]
• On the Adoption of Federated Machine Learning: Roles, Activities and Process Life CycleTobias Müller, Milena Zahn, Florian Matthes. 525-531 [doi]
• "How to Make Them Stay?": Diverse Counterfactual Explanations of Employee AttritionAndré Artelt, Andreas Gregoriades. 532-538 [doi]
• Multi-Modal Artificial Intelligence in Additive Manufacturing: Combining Thermal and Camera Images for 3D-Print Quality MonitoringMarkus Bauer, Benjamin Uhrich, Martin Schäfer, Oliver Theile, Christoph Augenstein, Erhard Rahm. 539-546 [doi]
• An Automatic Ant Counting and Distribution Estimation System Using Convolutional Neural NetworksMateus Coelho Silva, Breno Henrique Felisberto, Mateus Caldeira Batista, Andrea Gomes Campos Bianchi, Sérvio Pontes Ribeiro, Ricardo Augusto Rabelo Oliveira. 547-554 [doi]
• Towards Autonomous Mobile Inspection Robots Using Edge AIRicardo C. Câmara de M. Santos, Mateus Coelho Silva, Rodrigo Lucas Santos, Emerson Klippel, Ricardo A. R. Oliveira. 555-562 [doi]
• Tuning Analog PID Controllers by Multi-Objective Genetic Algorithms with Fuzzy AggregationPedro H. G. Coelho, José F. M. do Amaral, Yuri Campos Bacelar, Eduardo Nepomuceno da Rocha, Matheus C. Bentes, T. S. Souza. 563-571 [doi]
• Analyzing BERT's Performance Compared to Traditional Text Classification ModelsBihi Sabiri, Amal Khtira, Bouchra El Asri, Maryem Rhanoui. 572-582 [doi]
• A Proposal for an Ontology Metrics Selection ProcessAchim Reiz, Kurt Sandkuhl. 583-590 [doi]
• Explaining Meta-Features Importance in Meta-Learning Through Shapley ValuesMoncef Garouani, Adeel Ahmad, Mourad Bouneffa. 591-598 [doi]
• Human-AI Collaboration Types and Standard Tasks for Decision Support: Production System Configuration Use CaseAlexander V. Smirnov 0001, Tatiana Levashova, Nikolay Shilov 0001. 599-606 [doi]
• Predicting Moisture Content on Wood Using Machine Learning Classification MethodsVítor M. Magalhães, Giancarlo Lucca, Alessandro de Lima Bicho, Eduardo N. Borges. 607-614 [doi]
• Towards the Automatic Creation of Optimized Classifier EnsemblesJulius Voggesberger, Peter Reimann 0002, Bernhard Mitschang. 615-622 [doi]
• Digital Image Processing in the Diagnosis of Cracks in Steel SheetTaynara Martins Gonçalves, Andrea Gomes Campos Bianchi, Glauco F. G. Yared. 623-629 [doi]
• Natural Language Processing Applied in the Context of Economic Defense: A Case Study in a Brazilian Federal Public Administration AgencyVanessa Coelho Ribeiro, Jeanne Louize Emygdio, Guilherme Pereira Paiva, Bruno Justino Garcia Praciano, Valério Aymoré Martins, Edna Dias Canedo, Fábio Lúcio Lopes de Mendonça, Rafael Timóteo de Sousa Júnior, Ricardo Staciarini Puttini. 630-637 [doi]
• Using Deep Learning with Attention to Detect Data Exfiltration by POS MalwareGabriele Martino, Federico A. Galatolo, Mario G. C. A. Cimino, Christian Callegari. 638-648 [doi]
• Generating Synthetic Faces for Data Augmentation with StyleGAN2-ADANatália F. de C. Meira, Mateus C. Silva, Andrea G. C. Bianchi, Ricardo A. R. Oliveira. 649-655 [doi]
• Artificial Intelligence-Powered Decisions Support System for Circular Economy Business ModelsJulius Sechang Mboli, Dhavalkumar Thakker, Jyoti Laxmi Mishra. 656-666 [doi]
• A Report on Work: Cardiac MRI CBIR for Pathologies DetetionTomasz Michno, Michal Jelonek. 667-674 [doi]
• An Investigation of Deep-Learned Features for Classifying Radiographic Images of COVID-19Pedro Lucas Miguel, Adriano Mauro Cansian, Guilherme Botazzo Rozendo, Giuliano Cardozo Medalha, Marcelo Zanchetta do Nascimento, Leandro Alves Neves. 675-682 [doi]
• Assessing the Effects of Extreme Events on Machine Learning Models for Electricity Price ForecastingJoão Borges, Rui Maia, Sérgio Guerreiro 0001. 683-690 [doi]
• Towards Developing a Metaverse Authentication Model for Mobile FeaturesIbrahim F. Ibrahim, Mohammed M. Morsey, Abeer M. Mahmoud, El-Sayed M. El-Horbaty. 691-697 [doi]
• Decision Support System for Adherence to the White TariffPaloma G. de S. Dias, Yago A. Marino, Luis Augusto M. Mendes, Sofia C. de Oliveira, Elvis M. Nicolau, Iuri S. W. Pereira, Vinicius F. da S. B. Grilo, Lucas T. Pimentel, Igor L. Queiroz, Arthur M. R. Alves, Rafael J. F. de Sá, Glaucia M. N. C. de Oliveira, Lindolpho O. de A. Junior, Ângelo R. de Oliveira, Gabriella C. B. Costa Dalpra. 698-703 [doi]
• Counteracting Popularity-Bias and Improving Diversity Through Calibrated RecommendationsAndre Sacilotti, Rodrigo F. Souza, Marcelo G. Manzato. 709-720 [doi]
• GOTE: An Edge Computing Architecture for Mobile GamingGabriel Robaina, Adriano Fiorese. 721-730 [doi]
• An Architecture for a Large-Scale IoT e-Mobility SolutionMarek Beránek, George Feuerlicht, Ondrej Kucera, Vladimír Kovár. 733-740 [doi]
• Enhancing Interoperability of Digital Twins Based on Digital Twins Definition LanguageSalvatore Cavalieri, Salvatore Gambadoro. 741-748 [doi]
• Adapting a Generic Smart Service Platform Architecture to the Road-Based Physical InternetJonah Windolph, Steffen Kaup, Robert Wehlitz, Bogdan Franczyk, André Ludwig. 749-756 [doi]
• Ontology-Driven IoT System for Monitoring HypertensionPedro Lopes de Souza, Wanderley Lopes de Souza, Luís Ferreira Pires, João Luiz Rebelo Moreira, Ronitti Juner da Silva Rodrigues, Ricardo Rodrigues Ciferri. 757-767 [doi]
• Achieving Private Verification in Multi-stakeholder Environment and Application to Stable MatchingToru Nakamura, Hiroki Okada, Kazuhide Fukushima, Takamasa Isohara. 768-775 [doi]