Table of Contents

• From Representation to Mediation: Modeling Information Systems in a Digital WorldJan Recker. 5
• Myths and Misconceptions about Machine Learning and How They Are Related to Software EngineeringStefan Kramer. 7
• What Can We Learn from Play?Panos Markopoulos. 9
• How AI and Digital Are Key of Manufacturers SurvivalEric Prevost. 11
• Impact of End User Human Aspects on Software EngineeringJohn Grundy 0001. 13
• Proposal of an Implementation Process for the Brazilian General Data Protection Law (LGPD)Edna Dias Canedo, Anderson Jefferson Cerqueira, Rogério Machado Gravina, Vanessa Coelho Ribeiro, Renato Camões, Vinicius Eloy dos Reis, Fábio Lúcio Lopes de Mendonça, Rafael T. de Sousa Jr.. 19-30 [doi]
• Taxi Service Simulation: A Case Study in the City of Santa Maria with Regard to Demand and Drivers IncomeAndre Brizzi, Marcia Pasin. 31-38 [doi]
• HOUDAL: A Data Lake Implemented for Public HousingÉtienne Scholly, Cécile Favre, Éric Ferey, Sabine Loudcher. 39-50 [doi]
• Identifying Suspects on Social Networks: An Approach based on Non-structured and Non-labeled DataÉrick S. Florentino, Ronaldo R. Goldschmidt, Maria Cláudia Cavalcanti. 51-62 [doi]
• FakeWhastApp.BR: NLP and Machine Learning Techniques for Misinformation Detection in Brazilian Portuguese WhatsApp MessagesLucas Cabral, José Maria Monteiro, José Wellington Franco da Silva, César Lincoln C. Mattos, Pedro Jorge Chaves Mourão. 63-74 [doi]
• A Novel Method for Object Detection using Deep Learning and CAD ModelsIgor Garcia Ballhausen Sampaio, Luigy Machaca, José Viterbo, Joris Guérin. 75-82 [doi]
• A Domain Specific Language to Provide Middleware for Interoperability among SaaS and DaaS/DBaaS through a Metamodel ApproachBabacar Mane, Ana Patrícia Magalhães, Gustavo Quinteiro, Rita Suzana Pitangueira Maciel, Daniela Barreiro Claro. 83-94 [doi]
• A Model for Implementing Enterprise Resource Planning Systems in Small and Medium-sized EnterprisesDaniela Tapia, Paola Vintimilla, Ximena Alvarez, Juan Llivisaca, Mario Peña, Rodrigo Guamán, Lorena Siguenza-Guzman, Diana Jadán. 95-104 [doi]
• Managing Evolution of Heterogeneous Data Sources of a Data WarehouseDarja Solodovnikova, Laila Niedrite, Lauma Svilpe. 105-117 [doi]
• Tracking and Tracing of Global Supply Chain Network: Case Study from a Finnish CompanyAhm Shamsuzzoha, Michael Ehrs, Richard Addo-Tengkorang, Petri Helo. 118-125 [doi]
• Automatic Construction of Benchmarks for RDF Keyword Search Systems EvaluationAngelo Batista Neves, Luiz André P. Paes Leme, Yenier Torres Izquierdo, Marco Antonio Casanova. 126-137 [doi]
• Towards a Methodological Approach for the Definition of a Blockchain Network for Industry 4.0Charles Tim Batista Garrocho, Karine Nogueira Oliveira, Carlos Frederico Marcelo da Cunha Cavalcanti, Ricardo Augusto Rabelo Oliveira. 138-147 [doi]
• Entity Resolution in Large Patent Databases: An Optimization ApproachEmiel Caron, Ekaterini Ioannou. 148-156 [doi]
• Machine Learning within a Graph Database: A Case Study on Link Prediction for Scholarly DataSepideh Sadat Sobhgol, Gabriel Campero Durand, Lutz Rauchhaupt, Gunter Saake. 159-166 [doi]
• Open Data Integration in 3D CityGML-based Models GenerationMcdonnell Araújo Maieron, José Palazzo Moreira de Oliveira. 167-174 [doi]
• An Effective Intrusion Detection Model based on Random Forest Algorithm with I-SMOTEJinxia Wei, Chun Long, Wei Wan, Jing Zhao, Guanyao Du, Fan Yang. 175-182 [doi]
• Activity based Traffic Indicator System for Monitoring the COVID-19 PandemicJustin Junsay, Aaron Joaquin Lebumfacil, Ivan George Tarun, William Emmanuel Yu. 183-191 [doi]
• Automatic Extraction of a Document-oriented NoSQL SchemaFatma Abdelhédi, Amal Ait Brahim, Hela Rajhi, Rabah Tighilt Ferhat, Gilles Zurfluh. 192-199 [doi]
• A Comparison between Textual Similarity Functions Applied to a Query Library for Inspectors of Extractive IndustriesJunior Zilles, Jonata C. Wieczynski, Giancarlo Lucca, Eduardo N. Borges. 200-207 [doi]
• Empirical Evaluation of a Textual Approach to Database Design in a Modeling ToolJonnathan Lopes, Maicon Bernardino, Fabio Paulo Basso, Elder de M. Rodrigues. 208-215 [doi]
• Application of Classification and Word Embedding Techniques to Evaluate Tourists' Hotel-revisit IntentionEvripides Christodoulou, Andreas Gregoriades, Maria Pampaka, Herodotos Herodotou. 216-223 [doi]
• On Functional Requirements for Keyword-based Query over Heterogeneous Databases on the WebPlínio de Sá Leitão Júnior, Fábio Nogueira de Lucena, Mariana Soller Ramada, Leonardo Andrade Ribeiro, João Carlos da Silva. 224-231 [doi]
• Visual Analysis Tool for a BLE Technology based Tracking DataFlavia Schneider, Adriano Branco, Ariane M. B. Rodrigues, Felipe Oliveira Carvalho, Simone D. J. Barbosa, Markus Endler, Hélio Lopes. 232-239 [doi]
• Management Support Systems Model for Incident Resolution in FinTech based on Business IntelligenceMaría Del Carmen Zúñiga, Walter Fuertes, Hugo Vera Flores, Theofilos Toulkeridis. 240-247 [doi]
• A Practical Guide to Support Predictive Tasks in Data ScienceJosé Augusto Câmara Filho, José Maria Monteiro, César Lincoln C. Mattos, Juvêncio Santos Nobre. 248-255 [doi]
• Facial Expression Recognition System for Stress Detection with Deep LearningJosé Almeida, Fátima Rodrigues. 256-263 [doi]
• A Text Similarity-based Process for Extracting JSON Conceptual SchemasFhabiana T. Machado, Deise de Brum Saccol, Eduardo Piveta, Renata Padilha, Ezequiel Ribeiro. 264-271 [doi]
• An Applied Risk Identification Approach in the ICT Governance and Management Macroprocesses of a Brazilian Federal Government AgencyEdna Dias Canedo, Ana Paula Morais do Vale, Rogério Machado Gravina, Rafael Leite Patrão, Leomar Camargo de Souza, Vinicius Eloy dos Reis, Fábio Lúcio Lopes de Mendonça, Rafael T. de Sousa Jr.. 272-279 [doi]
• Estimated Costs for Single Tuition Fee (STF) using Naïve Bayes MethodJuhriyansyah Dalle, Dwi Hastuti, Taufik Rahman, A. Akrim, Sri Erliani, Taufik Hidayat, Siska Devina, Agustina Lestari, B. Baharuddin, Hesti Fibriasari, Akhmad Murjani, Erika Lismayani, Ahmad Yusuf, Candra Kusuma Negara. 280-289 [doi]
• Evaluating the Use of the Open Trip Model for Process Mining: An Informal Conceptual Mapping Study in LogisticsJean Paul Sebastian Piest, Jennifer Alice Cutinha, Rob Henk Bemthuis, Faiza Allah Bukhsh. 290-296
• Digital Lighthouse: A Platform for Monitoring Public Groups in WhatsAppIvandro Claudino de Sá, José Maria Monteiro, José Wellington Franco da Silva, Leonardo Monteiro Medeiros, Pedro Jorge Chaves Mourão, Lucas Cabral Carneiro da Cunha. 297-304 [doi]
• Towards a Blockchain Architecture for Animal Sanitary ControlGlenio Descovi, Vinícius Maran, Denílson Ebling, Alencar Machado. 305-312 [doi]
• Architectural Challenges on the Integration of e-Commerce and ERP Systems: A Case StudyFábio Santos, Ricardo Martinho. 313-319 [doi]
• Quality Management in Social Business Intelligence ProjectsMaría José Aramburu, Rafael Berlanga Llavori, Indira Lanza-Cruz. 320-327 [doi]
• Reference Architecture for Efficient Computer Integrated ManufacturingAbdelkarim Remli, Amal Khtira, Bouchra El Asri. 328-334 [doi]
• On the Evaluation of Classification Methods Applied to Requests for Revision of Registered DebtsHelton Souza Lima, Damires Yluska de Souza Fernandes, Thiago José Marques Moura, Daniel Sabóia. 335-342 [doi]
• A Blockchain Approach to Support Vaccination Process in a CountryAndrei Carniel, Gustavo Leme, Juliana de Melo Bezerra, Celso Massaki Hirata. 343-350 [doi]
• Challenges of Infrastructure in Cloud Computing for Education Field: A Systemmatic Literature ReviewNurma Ayu Wigati, Ari Wibisono, Achmad Nizar Hidayanto. 351-358 [doi]
• Automated Data Extraction from PDF Documents: Application to Large Sets of Educational TestsKarina Wiechork, Andrea Schwertner Charão. 359-366 [doi]
• Data Mining, Business Intelligence, Grid and Utility Computing: A Bibliometric Review of the Literature from 2015 to 2020Ernani Damasceno, Ana Azevedo, Manuel Pérez Cota. 367-373 [doi]
• A Consortied Ledger-based Cloud Computing Provider Users Reputation ArchitectureGabriel Escobar Vasques, Adriano Fiorese. 374-381 [doi]
• Detecting Non-routine Customer Support E-MailsAnton Borg, Jim Ahlstrand. 387-394 [doi]
• LDBNN: A Local Density-based Nearest Neighbor ClassifierJoel Luís Carbonera. 395-401 [doi]
• A Global Density-based Approach for Instance SelectionJoel Luís Carbonera. 402-409 [doi]
• Greedy Scheduling: A Neural Network Method to Reduce Task Failure in Software CrowdsourcingJordan Urbaczek, Razieh L. Saremi, Mostaan Lotfalian Saremi, Julian Togelius. 410-419 [doi]
• A Decision Support System to Evaluate Suppliers in the Context of Global Service ProvidersBruno Petrato Bruck, Dario Vezzali, Manuel Iori, Carlo Alberto Magni, Daniele Pretolani. 420-430 [doi]
• Real-time Periodic Advertisement Recommendation Optimization under Delivery Constraint using Quantum-inspired ComputerFan Mo, Huida Jiao, Shun Morisawa, Makoto Nakamura, Koichi Kimura, Hisanori Fujisawa, Masafumi Ohtsuka, Hayato Yamana. 431-441 [doi]
• Agent-based Decentral Production Planning and Control: A New Approach for Multi-resource SchedulingMartin Krockert, Marvin Matthes, Torsten Munkelt. 442-451 [doi]
• CC-separation Measure Applied in Business Group Decision MakingJonata C. Wieczynski, Giancarlo Lucca, Eduardo N. Borges, Graçaliz Pereira Dimuro, Rodolfo Lourenzutti, Humberto Bustince. 452-462 [doi]
• An Integrated Task and Personnel Scheduling Problem to Optimize Distributed Services in HospitalsNícolas P. Campana, Giorgio Zucchi, Manuel Iori, Carlo Alberto Magni, Anand Subramanian 0001. 463-472 [doi]
• Assessing the Effectiveness of Multilingual Transformer-based Text Embeddings for Named Entity Recognition in PortugueseDiego Bernardes de Lima Santos, Frederico Giffoni de Carvalho Dutra, Fernando Silva Parreiras, Wladmir Cardoso Brandão. 473-483 [doi]
• An Improved Deep Learning Application for Leaf Shape Reconstruction and Damage EstimationMateus Coelho Silva, Sérvio P. Ribeiro, Andrea Gomes Campos Bianchi, Ricardo Augusto Rabelo Oliveira. 484-495 [doi]
• Embedded Edge Artificial Intelligence for Longitudinal Rip Detection in Conveyor Belt Applied at the Industrial Mining EnvironmentEmerson Klippel, Ricardo Augusto Rabelo Oliveira, Dmitry Maslov, Andrea Gomes Campos Bianchi, Saul Emanuel Delabrida Silva, Charles Tim Batista Garrocho. 496-505 [doi]
• PlaceProfile: Employing Visual and Cluster Analysis to Profile Regions based on Points of InterestRafael Mariano Christófano, Wilson Estécio Marcílio Júnior, Danilo Medeiros Eler. 506-514 [doi]
• Global Reward Design for Cooperative Agents to Achieve Flexible Production Control under Real-time ConstraintsSebastian Pol, Schirin Baer, Danielle Turner, Vladimir Samsonov, Tobias Meisen. 515-526 [doi]
• Edge Deep Learning Applied to Granulometric Analysis on Quasi-particles from the Hybrid Pelletized Sinter (HPS) ProcessNatália F. de C. Meira, Mateus C. Silva, Ricardo A. R. Oliveira, Aline Souza, Thiago D'Angelo, Cláudio B. Vieira. 527-535 [doi]
• Performance Analysis of Different Operators in Genetic Algorithm for Solving Continuous and Discrete Optimization ProblemsShilun Song, Hu Jin, Qiang Yang 0008. 536-547 [doi]
• Predicting Type Annotations for Python using Embeddings from Graph Neural NetworksVladimir Ivanov 0001, Vitaly Romanov, Giancarlo Succi. 548-556 [doi]
• NEWRITER: A Text Editor for Boosting Scientific Paper WritingJoão Ribeiro Bezerra, Luís Fabrício Wanderley Góes, Wladmir Cardoso Brandão. 559-566 [doi]
• Variational Autoencoder for Anomaly Detection in Event Data in Online Process MiningPhilippe Krajsic, Bogdan Franczyk. 567-574 [doi]
• Comparing Feature Engineering and Deep Learning Methods for Automated Essay Scoring of Brazilian National High School ExaminationAluízio Haendchen Filho, Fernando Concatto, Hércules Antônio do Prado, Edilson Ferneda. 575-583 [doi]
• Visual Analytics for Industrial Sensor Data AnalysisTristan Langer, Tobias Meisen. 584-593 [doi]
• Ontology-based Approach for Business Opportunities RecognitionVinícius Ferreira Salgado, Diego Bernardes de Lima Santos, Frederico Giffoni de Carvalho Dutra, Fernando Silva Parreiras, Wladmir Cardoso Brandão. 594-601 [doi]
• CHILDATTEND: A Neural Network based Approach to Assess Child Attendance in Social Project ActivitiesJoão Vitor Andrade Estrela, Wladmir Cardoso Brandão. 602-609 [doi]
• Evaluating a Session-based Recommender System using Prod2vec in a Commercial ApplicationHasan Tercan, Christian Bitter, Todd Bodnar, Philipp Meisen, Tobias Meisen. 610-617 [doi]
• RECAID: A Sponsorship Recommendation ApproachWilliam Johnny Bernardes de Oliveira, Wladmir Cardoso Brandão. 618-625 [doi]
• Opportunities and Challenges in Fall Risk Management using EHRs and Artificial Intelligence: A Systematic ReviewHenrique D. P. dos Santos, Juliana Damasio Oliveira, Ana Helena D. P. S. Ulbrich, Renata Vieira. 626-633 [doi]
• Lead Time Forecasting with Machine Learning Techniques for a Pharmaceutical Supply ChainMaiza Biazon de Oliveira, Giorgio Zucchi, Marco Lippi 0001, Douglas Farias Cordeiro, Núbia Rosa da Silva, Manuel Iori. 634-641 [doi]
• Early-identification of Human Resource Trends and Innovations through Web-scraping TechnologyAlexander V. Smirnov 0001, Nikolay Shilov, Alexey M. Kashevnik, Mikhail Petrov, Simon Brugger, Tefik Ismaili. 642-651 [doi]
• Exploring the Relationships between Data Complexity and Classification Diversity in EnsemblesNathan Formentin Garcia, Frederico B. Tiggemann, Eduardo N. Borges, Giancarlo Lucca, Hélida S. Santos, Graçaliz Pereira Dimuro. 652-659 [doi]
• Machine Learning Algorithms for Breast Cancer Detection in Mammography Images: A Comparative StudyRhaylander Mendes de Miranda Almeida, Dehua Chen, Agnaldo Lopes da Silva Filho, Wladmir Cardoso Brandão. 660-667 [doi]
• Systematic Selection and Prioritization of Communication Channels in the Healthcare SectorFrancisco Casaca, André Vasconcelos. 668-676 [doi]
• Application of Machine Learning Methods to Improve of the Roller Press Performance in the Pelletizing ProcessThiago Nicoli de Abreu, Andrea Gomes Campos Bianchi, Saul Emanuel Delabrida Silva. 677-684 [doi]
• IDiSSC: Edge-computing-based Intelligent Diagnosis Support System for Citrus InspectionMateus Coelho Silva, Jonathan Cristóvão Ferreira da Silva, Ricardo Augusto Rabelo Oliveira. 685-692 [doi]
• A Robust Real-time Component for Personal Protective Equipment Detection in an Industrial SettingPedro Torres, André Davys, Thuener Silva, Luiz José Schirmer Silva, André Kuramoto, Bruno Itagyba, Cristiane Salgado, Sidney Comandulli, Patricia Ventura, Leonardo Fialho, Marinho Fischer, Marcos Kalinowski, Simone D. J. Barbosa, Hélio Lopes. 693-700 [doi]
• Social, Legal, and Technical Considerations for Machine Learning and Artificial Intelligence Systems in GovernmentRichard Dreyling, Eric Jackson, Tanel Tammet, Alena Labanava, Ingrid Pappel. 701-708 [doi]
• Towards the Automation of Industrial Data Science: A Meta-learning based ApproachMoncef Garouani, Adeel Ahmad, Mourad Bouneffa, Arnaud Lewandowski, Grégory Bourguin, Mohamed Hamlich. 709-716 [doi]
• SPOT: Toward a Decision Guidance System for Unified Product and Service Network DesignJoost Bottenbley, Alexander Brodsky 0001. 717-728 [doi]
• Multi-object Tracking for Urban and Multilane Traffic: Building Blocks for Real-World ApplicationNikolajs Bumanis, Gatis Vitols, Irina Arhipova, Egons Solmanis. 729-736 [doi]
• Online Non-metric Facility Location with Service Installation CostsChristine Markarian. 737-743 [doi]
• Algorithmic View of Online Prize-collecting Optimization ProblemsChristine Markarian, Abdul Nasser El-Kassar. 744-751 [doi]
• Electronic Circuits Extrinsic Evolutionary PlatformPedro Henrique Gouvea Coelho, José F. M. do Amaral, Matheus C. Bentes. 752-759 [doi]
• Application Development for Mask Detection and Social Distancing Violation Detection using Convolutional Neural NetworksGokul Sudheesh Kumar, Sujala D. Shetty. 760-767 [doi]
• Configurable Process Mining: Semantic Variability in Event LogsAicha Khannat, Hanae Sbaï, Laila Kjiri. 768-775 [doi]
• Fever Status Detection using Artificial Neuron NetworkLinos Nchena, Dagmar Janácová. 776-781 [doi]
• How to Identify the Infeasible Test Requirements using Static Analyse? An Exploratory StudyJoão Choma Neto, Allan Mori, Ricardo Ferreira Vilela, Thelma Elita Colanzi, Simone R. S. Souza. 782-789 [doi]
• Hybrid Prototypical Networks Augmented by a Non-linear ClassifierAnas El Ouardi, Maryem Rhanoui, Anissa Benlarabi, Bouchra El Asri. 790-794 [doi]
• Strategies for Electric Location-routing Problems Considering Short and Long Term HorizonsVictor Hugo Vidigal Corrêa, André Gustavo dos Santos, Thiago Henrique Nogueira. 795-802 [doi]
• Analysing Clustering Algorithms Performance in CRM SystemsIndrit Enesi, Ledion Liço, Aleksander Biberaj, Desar Shahu. 803-809 [doi]
• Streetwise: Mapping Citizens' Perceived Spatial QualitiesMoreno Colombo, Jhonny Pincay, Oleg Lavrovsky, Laura Iseli, Joris Van Wezemael, Edy Portmann. 810-818 [doi]
• A Hybrid IoT Analytics Platform: Architectural Model and EvaluationTheo Zschörnig, Jonah Windolph, Robert Wehlitz, Bogdan Franczyk. 823-833 [doi]
• An Endogenous and Self-organizing Approach for the Federation of Autonomous MQTT BrokersMarco Aurélio Spohn. 834-841 [doi]
• Similarity-inclusive Link Prediction with QuaternionsZuhal Kurt, Ömer Nezih Gerek, Alper Bilge, Kemal Özkan. 842-854 [doi]
• LISSU: Integrating Semantic Web Concepts into SOA FrameworksJohannes Lipp, Siyabend Sakik, Moritz Kröger, Stefan Decker. 855-865 [doi]
• Process-aware Decision Support Model for Integrating Internet of Things Applications using AHPChristoph Stoiber, Stefan Schönig. 869-876 [doi]
• Exploring Differential Privacy in PracticeDavi Grossi Hasuda, Juliana de Melo Bezerra. 877-884 [doi]
• Using Academic Genealogy for Recommending SupervisorsGabriel Madeira, Eduardo N. Borges, Giancarlo Lucca, Washington de Carvalho Segundo, Jonata C. Wieczynski, Hélida S. Santos, Graçaliz Pereira Dimuro. 885-892 [doi]
• Faceshield HUD: Extended Usage of Wearable Computing on the COVID-19 FrontlineMateus C. Silva, Ricardo A. R. Oliveira, Thiago D'Angelo, Charles Tim Batista Garrocho, Vicente J. P. Amorim. 893-900 [doi]
• Searching for Weak Signals in the Web to Support Scenarios Building for Future StudiesRodrigo Teixeira dos Santos, Edilson Ferneda, Hércules Antônio do Prado, Aluízio Haendchen Filho, Ana Paula Bernardi da Silva, Roseane Salvio, Elaine Coutinho Marcial. 901-908 [doi]