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ORCID25th ICEIS 2023: Prague, Czech Republic - Volume 1
- Joaquim Filipe, Michal Smialek, Alexander Brodsky, Slimane Hammoudi:
Proceedings of the 25th International Conference on Enterprise Information Systems, ICEIS 2023, Volume 1, Prague, Czech Republic, April 24-26, 2023. SCITEPRESS 2023, ISBN 978-989-758-648-4
Invited Speakers
- Barbara Weber:
Leveraging Digital Trace Data to Investigate and Support Human-Centered Work Processes. ICEIS 2023: 5 - Letizia Jaccheri:
On the Relation Between Gender and Software Engineering. ICEIS 2023: 7 - Robert Winter:
Enterprise-Level IS Research: Challenges and Potentials of Looking Beyond Enterprise Solutions. 9-14 - Stefan Nastic:
Serverless Compute Fabric for Edge-Cloud Continuum: Opportunities and Challenges. ICEIS 2023: 15
Databases and Information Systems Integration
- Sofía Abadía, Oscar Avila:
Adoption of Intelligent Information Systems: An Approach to the Colombian Context. 21-31 - João Pedro Valladão Pinheiro, Lucas Ribeiro Borges, Bruno Francisco Martins da Silva, Luiz André P. Paes Leme, Marco Antonio Casanova:
Indexing High-Dimensional Vector Streams. 32-43 - Jan Schneider, Christoph Gröger, Arnold Lutsch, Holger Schwarz, Bernhard Mitschang:
Assessing the Lakehouse: Analysis, Requirements and Definition. 44-56 - Leonardo Mauro Pereira Moraes
, Pedro Calciolari Jardim, Cristina Dutra Aguiar:
Design Principles and a Software Reference Architecture for Big Data Question Answering Systems. 57-67 - Edna Dias Canedo, Angélica Toffano Seidel Calazans, Geovana Ramos Sousa Silva, Isabel Sofia Brito, Eloisa Toffano Seidel Masson:
Perception of Agile Teams About Home Office During the Covid-19. 68-79 - João Víctor B. Marques, João Carlos D. Lima, Márcia Keske Soares, Cristiano C. da Rocha, Fabrício André Rubin, Raphael Vieira Miollo:
Algorithm for Selecting Words to Compose Phonological Assessments. 80-88 - Marcus Vinicius Santana Poletti, Methanias Colaço Júnior, André Vinícius R. P. Nascimento:
An Exploratory Analysis of the Use of ETL in Transparency Portals. 91-98 - Pedro Henrique Gouvêa Coelho, José F. M. do Amaral, K. P. Guimarães, Eduardo Nepomuceno da Rocha, T. S. Souza:
Smart Placement of Routers in Agricultural Crop Areas. 99-106 - Vitor 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:
INSIDE: Semantic Interoperability in Engineering Data Integration. 107-114 - Danilo Figueiredo Oliveira, Edmir P. V. Prado:
Problems and Causes of Data Privacy in Big Data Systems in Brazil. 115-122 - Karel Macek, Nicholas Capek, Nikola Pajerová:
Probability Distribution as an Input to Machine Learning Tasks. 123-129 - Alfredo Cuzzocrea, Luigi Canadè:
A Multidimensional-Paradigm-Centered Architecture for Cooperative Digital Ecosystems. 130-137 - Kamal Maanicshah, Manar Amayri, Nizar Bouguila:
Novel Topic Models for Content Based Recommender Systems. 138-145 - Jan Werth, Mohammad Hajian Berenjestanaki, Hamid R. Barzegar, Nabil El Ioini, Claus Pahl:
A Review of Blockchain Platforms Based on the Scalability, Security and Decentralization Trilemma. 146-155 - Hadeel Kakish, Dalia Al-Eisawi:
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 Institutions. 156-163 - Wan-Hsuan Chiang, Usman Ahmad, Shenghui Wang, Faiza Allah Bukhsh:
Investigating Aha Moment Through Process Mining. 164-172 - Eduardo C. Oliveira, Rafael Z. Frantz, Carlos Molina-Jiménez, Thiago Heck, Sandro Sawicki, Fabricia Roos-Frantz:
On the Use of Blockchain Technology to Improve the Reproducibility of Preclinical Research Experiments. 173-179 - Eduardo M. Gonçalves, Eduardo N. Borges, Bruno Lopes Dalmazo, Rafael A. Berri, Giancarlo Lucca, Vinicius M. De Oliveira:
A Computational Model for Predicting Cryptocurrencies Using Exogenous Variables. 180-186 - Rudivan Paixão Barbosa, Marcone Jamilson Freitas Souza, Gilberto de Miranda Junior:
Mammography Unit Location: Reconciling Maximum Coverage and Budgetary Constraints. 187-194 - Christine Markarian, Claude Fachkha:
An Online Deterministic Algorithm for Non-Metric Facility Leasing. 195-201 - Ruud Wissenburg, Rob J. Kusters, Harry Martin:
IT Project Portfolio Management: Development and Validation of a Reference Model. 202-211 - Matthias Pohl, René Degenkolbe, Daniel Gunnar Staegemann, Klaus Turowski:
Decentralised Autonomous Management of an Association Through Smart Contracts According to German Legislation. 212-218 - Lucas Cabral, Antônio Diogo Forte Martins, José Maria Monteiro, Javam C. Machado, Wellington Franco:
FakeSpreadersWhatsApp.BR: Misinformation Spreaders Detection in Brazilian Portuguese WhatsApp Messages. 219-228 - Ada Bagozi, Devis Bianchini, Valeria De Antonellis, Massimiliano Garda, Michele Melchiori:
A Multi-Perspective Framework for Smart Contract Search in Decentralised Applications Design. 229-236 - Ivandro Claudino de Sá, Luciano Galic, Wellington Franco, Thiago Gadelha, José Maria Monteiro, Javam C. Machado:
BATMAN: A Big Data Platform for Misinformation Monitoring. 237-246 - Paulo Henrique Santos Lima, Douglas Rolins Santana, Wellington Santos Martins, Leonardo Andrade Ribeiro:
Evaluation of Deep Learning Techniques for Entity Matching. 247-254 - Franco Moloche-Garcia, Pedro Bustamante-Castro, Willy Ugarte:
GeoBlockchain: Geolocation Based Consensus Against 51% Attacks. 255-262 - Sylvie Michel, Sylvie Gerbaix, Marc Bidan:
Building Resilient Supply Chains with Information Systems: Key Lessons from Médecins Sans Frontières Logistique During the COVID-19 Crisis. 263-270 - Ivandro Claudino de Sá, Thiago Gadelha, Tiago Vinuto, José Wellington Franco da Silva, José Maria Monteiro, Javam C. Machado:
A Real-Time Platform to Monitoring Misinformation on Telegram. 271-278 - José Augusto Câmara Filho, José Maria Monteiro, Javam C. Machado:
Developing and Evaluating a Tool to Support Predictive Tasks. 279-286
Artificial Intelligence and Decision Support Systems
- Roberto Alexandre Delamora, Bruno Nazário Coelho, Jodelson A. Sabino:
Improved ACO Rank-Based Algorithm for Use in Selecting Features for Classification Models. 291-302 - Wagner Miranda Costa, Glauco Vitor Pedrosa:
Legal Information Retrieval Based on a Concept-Frequency Representation and Thesaurus. 303-311 - Flávio Wellb Cardoso, Mateus Coelho Silva, Natália F. de C. Meira, Ricardo Augusto Rabelo Oliveira, Andrea Gomes Campos Bianchi:
Towards a Novel Edge AI System for Particle Size Detection in Mineral Processing Plants. 312-323 - Himmet Kaplan, Ralf-Peter Mundani, Heiko Rölke, Albert Weichselbraun:
CrudeBERT: Applying Economic Theory Towards Fine-Tuning Transformer-Based Sentiment Analysis Models to the Crude Oil Market. 324-334 - Mirko Cavecchia, Thiago Alves de Queiroz, Manuel Iori, Riccardo Lancellotti, Giorgio Zucchi:
A Decision Support System for Multi-Trip Vehicle Routing Problems. 335-343 - Paolo Zicari, Massimo Guarascio, Luigi Pontieri, Gianluigi Folino:
Learning Deep Fake-News Detectors from Scarcely-Labelled News Corpora. 344-353 - Leandro 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:
Classification of H&E Images via CNN Models with XAI Approaches, DeepDream Representations and Multiple Classifiers. 354-364 - Mohammad Choaib, Moncef Garouani, Mourad Bouneffa, Nicolas Waldhoff, Adeel Ahmad, Yasser Mohanna:
Automated Decision Support Framework for IoT: Towards a Cyber Physical Recommendation System. 365-373 - Aillkeen Bezerra de Oliveira, Cláudio de Souza Baptista, Anderson Almeida Firmino, Anselmo Cardoso de Paiva:
Using Multilingual Approach in Cross-Lingual Transfer Learning to Improve Hate Speech Detection. 374-384 - Miquéias Amorim Santos Silva, Graçaliz Pereira Dimuro, Eduardo N. Borges, Giancarlo Lucca, Cédric Marco-Detchart:
Fuzzy Logic Based Edge Detection Methods: A Systematic Literature Review. 385-394 - Ana Rocío Cárdenas Maita, Marcelo Fantinato, Sarajane Marques Peres, Fabrizio Maria Maggi:
Towards a Business-Oriented Approach to Visualization-Supported Interpretability of Prediction Results in Process Mining. 395-406 - Matheus V. Todescato, Luan Fonseca Garcia, Dennis Giovani Balreira, Joel Luís Carbonera:
Multiscale Context Features for Geological Image Classification. 407-418 - Michael Behringer, Dennis Treder-Tschechlov, Julius Voggesberger, Pascal Hirmer, Bernhard Mitschang:
SDRank: A Deep Learning Approach for Similarity Ranking of Data Sources to Support User-Centric Data Analysis. 419-428 - Haoping Liu, Josiah Hagen, Muqeet Ali, Jonathan Oliver:
An Evaluation of Malware Triage Similarity Hashes. 431-435 - Ilo César Duarte Cabral, Glauco Vitor Pedrosa:
A Classifier-Based Approach to Predict the Approval of Legislative Propositions. 436-442 - Giulia Rinaldi, Fernando Crema Garcia, Oscar Mauricio Agudelo, Thijs Becker, Koen Vanthournout, Willem Mestdagh, Bart De Moor:
A Framework for a Data Quality Module in Decision Support Systems: An Application with Smart Grid Time Series. 443-452 - Glauco Vitor Pedrosa, John L. C. Gardenghi, Pollyanna C. O. Dias, Ludimila Felix, Ariel V. L. Serafim, Lucas H. Horinouchi, Rejane M. da C. Figueiredo:
A User-Centered Approach to Analyze Public Service Apps Based on Reviews. 453-459 - Giulia Siciliano, David Braun, Korbinian Zöls, Johannes Fottner:
A Concept for Optimal Warehouse Allocation Using Contextual Multi-Arm Bandits. 460-467 - Francesco Visalli, Antonio Patrizio, Antonio Lanza, Prospero Papaleo, Anupam Nautiyal, Mariella Pupo, Umberto Scilinguo, Ermelinda Oro, Massimo Ruffolo:
ESG Data Collection with Adaptive AI. 468-475 - Alice Tissot Garcia Pintanel, Graçaliz Pereira Dimuro, Eduardo Nunes Borges, Giancarlo Lucca, Camila Rose Guadalupe Barcelos:
Fuzzy Logic for Diabetes Predictions: A Literature Review. 476-483 - Dimitra Kouvara, Dimitrios Vogiatzis:
Forecasting Residential Energy Consumption: A Case Study for Greece. 484-492 - Ana Carolina Conceição de Jesus, Richard Vinícius Rezende Mariano, Alessandro Garcia Vieira, Jéssica Assunção da Almeida de Lima, Giulia Zanon de Castro, Wladmir Cardoso Brandão:
An Unsupervised Approach for Study of the Relationship Between Behavioral Profile and Facial Expressions in Video Interviews. 493-500 - Richard Vinícius Rezende Mariano, Ana Carolina Conceição de Jesus, Alessandro Garcia Vieira, Jéssica Assunção da Almeida de Lima, Giulia Zanon de Castro, Wladmir Cardoso Brandão:
Natural Language Processing Approach for Classification of Archetypes Using Text on Business Environments. 501-508 - Enádio da Silva Barbosa, Yandre M. G. Costa, Juliano Henrique Foleiss, Diego Bertolini:
Labor Accidents Classification Using Machine Learning. 509-516 - Kevin Levrone Rodrigues Machado Silva, Rodrigo Calvo:
Mobile Robot Navigation Strategies Through Behavioral Cloning and Generative Adversarial Imitation Learning. 517-524 - Tobias Müller, Milena Zahn, Florian Matthes:
On the Adoption of Federated Machine Learning: Roles, Activities and Process Life Cycle. 525-531 - André Artelt, Andreas Gregoriades:
"How to Make Them Stay?": Diverse Counterfactual Explanations of Employee Attrition. 532-538 - Markus Bauer, Benjamin Uhrich, Martin Schäfer, Oliver Theile, Christoph Augenstein, Erhard Rahm:
Multi-Modal Artificial Intelligence in Additive Manufacturing: Combining Thermal and Camera Images for 3D-Print Quality Monitoring. 539-546 - Mateus Coelho Silva, Breno Henrique Felisberto, Mateus Caldeira Batista, Andrea Gomes Campos Bianchi, Sérvio Pontes Ribeiro, Ricardo Augusto Rabelo Oliveira:
An Automatic Ant Counting and Distribution Estimation System Using Convolutional Neural Networks. 547-554 - Ricardo C. Câmara de M. Santos, Mateus Coelho Silva, Rodrigo Lucas Santos, Emerson Klippel, Ricardo A. R. Oliveira:
Towards Autonomous Mobile Inspection Robots Using Edge AI. 555-562 - Pedro H. G. Coelho, José F. M. do Amaral, Yuri Campos Bacelar, Eduardo Nepomuceno da Rocha, Matheus C. Bentes, T. S. Souza:
Tuning Analog PID Controllers by Multi-Objective Genetic Algorithms with Fuzzy Aggregation. 563-571 - Bihi Sabiri, Amal Khtira, Bouchra El Asri, Maryem Rhanoui:
Analyzing BERT's Performance Compared to Traditional Text Classification Models. 572-582 - Achim Reiz, Kurt Sandkuhl:
A Proposal for an Ontology Metrics Selection Process. 583-590 - Moncef Garouani, Adeel Ahmad, Mourad Bouneffa:
Explaining Meta-Features Importance in Meta-Learning Through Shapley Values. 591-598 - Alexander V. Smirnov, Tatiana Levashova, Nikolay Shilov:
Human-AI Collaboration Types and Standard Tasks for Decision Support: Production System Configuration Use Case. 599-606 - Vítor M. Magalhães, Giancarlo Lucca, Alessandro de Lima Bicho, Eduardo N. Borges:
Predicting Moisture Content on Wood Using Machine Learning Classification Methods. 607-614 - Julius Voggesberger, Peter Reimann, Bernhard Mitschang:
Towards the Automatic Creation of Optimized Classifier Ensembles. 615-622 - Taynara Martins Gonçalves, Andrea Gomes Campos Bianchi, Glauco F. G. Yared:
Digital Image Processing in the Diagnosis of Cracks in Steel Sheet. 623-629 - Vanessa 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:
Natural Language Processing Applied in the Context of Economic Defense: A Case Study in a Brazilian Federal Public Administration Agency. 630-637 - Gabriele Martino, Federico A. Galatolo, Mario G. C. A. Cimino, Christian Callegari:
Using Deep Learning with Attention to Detect Data Exfiltration by POS Malware. 638-648 - Natália F. de C. Meira, Mateus C. Silva, Andrea G. C. Bianchi, Ricardo A. R. Oliveira:
Generating Synthetic Faces for Data Augmentation with StyleGAN2-ADA. 649-655 - Julius Sechang Mboli, Dhavalkumar Thakker, Jyoti Laxmi Mishra:
Artificial Intelligence-Powered Decisions Support System for Circular Economy Business Models. 656-666 - Tomasz Michno, Michal Jelonek:
A Report on Work: Cardiac MRI CBIR for Pathologies Detetion. 667-674 - Pedro Lucas Miguel, Adriano Mauro Cansian, Guilherme Botazzo Rozendo, Giuliano Cardozo Medalha, Marcelo Zanchetta do Nascimento, Leandro Alves Neves:
An Investigation of Deep-Learned Features for Classifying Radiographic Images of COVID-19. 675-682 - João Borges, Rui Maia, Sérgio Guerreiro:
Assessing the Effects of Extreme Events on Machine Learning Models for Electricity Price Forecasting. 683-690 - Ibrahim F. Ibrahim, Mohammed M. Morsey, Abeer M. Mahmoud, El-Sayed M. El-Horbaty:
Towards Developing a Metaverse Authentication Model for Mobile Features. 691-697 - Paloma 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:
Decision Support System for Adherence to the White Tariff. 698-703
Software Agents and Internet Computing
- Andre Sacilotti, Rodrigo Ferrari de Souza, Marcelo G. Manzato:
Counteracting Popularity-Bias and Improving Diversity Through Calibrated Recommendations. 709-720 - Gabriel Robaina, Adriano Fiorese:
GOTE: An Edge Computing Architecture for Mobile Gaming. 721-730 - Marek Beránek, George Feuerlicht, Ondrej Kucera, Vladimír Kovár:
An Architecture for a Large-Scale IoT e-Mobility Solution. 733-740 - Salvatore Cavalieri, Salvatore Gambadoro:
Enhancing Interoperability of Digital Twins Based on Digital Twins Definition Language. 741-748 - Jonah Windolph, Steffen Kaup, Robert Wehlitz, Bogdan Franczyk, André Ludwig:
Adapting a Generic Smart Service Platform Architecture to the Road-Based Physical Internet. 749-756 - Pedro Lopes de Souza, Wanderley Lopes de Souza, Luís Ferreira Pires, João Luiz Rebelo Moreira, Ronitti Juner da Silva Rodrigues, Ricardo Rodrigues Ciferri:
Ontology-Driven IoT System for Monitoring Hypertension. 757-767 - Toru Nakamura, Hiroki Okada, Kazuhide Fukushima, Takamasa Isohara:
Achieving Private Verification in Multi-stakeholder Environment and Application to Stable Matching. 768-775
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