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23rd ICEIS 2021 - Volume 1
- Joaquim Filipe, Michal Smialek, Alexander Brodsky, Slimane Hammoudi:
Proceedings of the 23rd International Conference on Enterprise Information Systems, ICEIS 2021, Online Streaming, April 26-28, 2021, Volume 1. SCITEPRESS 2021, ISBN 978-989-758-509-8
Invited Speakers
- Jan Recker:
From Representation to Mediation: Modeling Information Systems in a Digital World. ICEIS (1) 2021: 5 - Stefan Kramer:
Myths and Misconceptions about Machine Learning and How They Are Related to Software Engineering. ICEIS (1) 2021: 7 - Panos Markopoulos:
What Can We Learn from Play? ICEIS (1) 2021: 9 - Eric Prevost:
How AI and Digital Are Key of Manufacturers Survival. ICEIS (1) 2021: 11 - John Grundy:
Impact of End User Human Aspects on Software Engineering. ICEIS (1) 2021: 13
Databases and Information Systems Integration
- 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.:
Proposal of an Implementation Process for the Brazilian General Data Protection Law (LGPD). 19-30 - Andre Brizzi, Marcia Pasin:
Taxi Service Simulation: A Case Study in the City of Santa Maria with Regard to Demand and Drivers Income. 31-38 - Étienne Scholly, Cécile Favre, Éric Ferey, Sabine Loudcher:
HOUDAL: A Data Lake Implemented for Public Housing. 39-50 - Érick S. Florentino
Identifying Suspects on Social Networks: An Approach based on Non-structured and Non-labeled Data. 51-62 - Lucas Cabral
FakeWhastApp.BR: NLP and Machine Learning Techniques for Misinformation Detection in Brazilian Portuguese WhatsApp Messages. 63-74 - Igor Garcia Ballhausen Sampaio, Luigy Machaca, José Viterbo, Joris Guérin:
A Novel Method for Object Detection using Deep Learning and CAD Models. 75-82 - Babacar Mane, Ana Patrícia Magalhães, Gustavo Quinteiro, Rita Suzana Pitangueira Maciel
A Domain Specific Language to Provide Middleware for Interoperability among SaaS and DaaS/DBaaS through a Metamodel Approach. 83-94 - Daniela Tapia, Paola Vintimilla
A Model for Implementing Enterprise Resource Planning Systems in Small and Medium-sized Enterprises. 95-104 - Darja Solodovnikova, Laila Niedrite, Lauma Svilpe:
Managing Evolution of Heterogeneous Data Sources of a Data Warehouse. 105-117 - Ahm Shamsuzzoha, Michael Ehrs, Richard Addo-Tengkorang, Petri Helo:
Tracking and Tracing of Global Supply Chain Network: Case Study from a Finnish Company. 118-125 - Angelo Batista Neves, Luiz André P. Paes Leme, Yenier Torres Izquierdo, Marco Antonio Casanova:
Automatic Construction of Benchmarks for RDF Keyword Search Systems Evaluation. 126-137 - Charles Tim Batista Garrocho, Karine Nogueira Oliveira, Carlos Frederico Marcelo da Cunha Cavalcanti, Ricardo Augusto Rabelo Oliveira
Towards a Methodological Approach for the Definition of a Blockchain Network for Industry 4.0. 138-147 - Emiel Caron, Ekaterini Ioannou:
Entity Resolution in Large Patent Databases: An Optimization Approach. 148-156 - Sepideh Sadat Sobhgol, Gabriel Campero Durand, Lutz Rauchhaupt, Gunter Saake:
Machine Learning within a Graph Database: A Case Study on Link Prediction for Scholarly Data. 159-166 - Mcdonnell Araújo Maieron, José Palazzo Moreira de Oliveira:
Open Data Integration in 3D CityGML-based Models Generation. 167-174 - Jinxia Wei, Chun Long, Wei Wan, Jing Zhao, Guanyao Du, Fan Yang:
An Effective Intrusion Detection Model based on Random Forest Algorithm with I-SMOTE. 175-182 - Justin Junsay, Aaron Joaquin Lebumfacil, Ivan George L. Tarun, William Emmanuel Yu:
Activity based Traffic Indicator System for Monitoring the COVID-19 Pandemic. 183-191 - Fatma Abdelhédi, Amal Ait Brahim, Hela Rajhi, Rabah Tighilt Ferhat, Gilles Zurfluh:
Automatic Extraction of a Document-oriented NoSQL Schema. 192-199 - Junior Zilles, Jonata C. Wieczynski, Giancarlo Lucca, Eduardo N. Borges:
A Comparison between Textual Similarity Functions Applied to a Query Library for Inspectors of Extractive Industries. 200-207 - Jonnathan Lopes, Maicon Bernardino, Fábio Basso, Elder Rodrigues:
Empirical Evaluation of a Textual Approach to Database Design in a Modeling Tool. 208-215 - Evripides Christodoulou, Andreas Gregoriades, Maria Pampaka, Herodotos Herodotou:
Application of Classification and Word Embedding Techniques to Evaluate Tourists' Hotel-revisit Intention. 216-223 - Plínio de Sá Leitão Júnior, Fábio Nogueira de Lucena, Mariana Soller Ramada, Leonardo Andrade Ribeiro, João Carlos da Silva:
On Functional Requirements for Keyword-based Query over Heterogeneous Databases on the Web. 224-231 - Flavia Schneider, Adriano Branco
Visual Analysis Tool for a BLE Technology based Tracking Data. 232-239 - María Del Carmen Zúñiga, Walter Fuertes, Hugo Vera Flores, Theofilos Toulkeridis:
Management Support Systems Model for Incident Resolution in FinTech based on Business Intelligence. 240-247 - José Augusto Câmara Filho, José Maria Monteiro, César Lincoln C. Mattos, Juvêncio Santos Nobre:
A Practical Guide to Support Predictive Tasks in Data Science. 248-255 - José Almeida, Fátima Rodrigues:
Facial Expression Recognition System for Stress Detection with Deep Learning. 256-263 - Fhabiana T. Machado, Deise de Brum Saccol, Eduardo Piveta, Renata Padilha, Ezequiel Ribeiro:
A Text Similarity-based Process for Extracting JSON Conceptual Schemas. 264-271 - Edna Dias Canedo
An Applied Risk Identification Approach in the ICT Governance and Management Macroprocesses of a Brazilian Federal Government Agency. 272-279 - Juhriyansyah 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
Estimated Costs for Single Tuition Fee (STF) using Naïve Bayes Method. 280-289 - Jean Paul Sebastian Piest, Jennifer Alice Cutinha, Rob Henk Bemthuis, Faiza Allah Bukhsh:
Evaluating the Use of the Open Trip Model for Process Mining: An Informal Conceptual Mapping Study in Logistics. ICEIS (1) 2021: 290-296 - Ivandro Claudino de Sá, José Maria Monteiro, José Wellington Franco da Silva, Leonardo Monteiro Medeiros, Pedro Jorge Chaves Mourão, Lucas Cabral Carneiro da Cunha:
Digital Lighthouse: A Platform for Monitoring Public Groups in WhatsApp. 297-304 - Glênio Descovi, Vinícius Maran, Denílson Ebling, Alencar Machado:
Towards a Blockchain Architecture for Animal Sanitary Control. 305-312 - Fábio Santos
Architectural Challenges on the Integration of e-Commerce and ERP Systems: A Case Study. 313-319 - María José Aramburu
Quality Management in Social Business Intelligence Projects. 320-327 - Abdelkarim Remli
Reference Architecture for Efficient Computer Integrated Manufacturing. 328-334 - Helton Souza Lima, Damires Yluska de Souza Fernandes, Thiago José Marques Moura, Daniel Sabóia:
On the Evaluation of Classification Methods Applied to Requests for Revision of Registered Debts. 335-342 - Andrei Carniel
A Blockchain Approach to Support Vaccination Process in a Country. 343-350 - Nurma Ayu Wigati, Ari Wibisono, Achmad Nizar Hidayanto:
Challenges of Infrastructure in Cloud Computing for Education Field: A Systemmatic Literature Review. 351-358 - Karina Wiechork, Andrea Schwertner Charão:
Automated Data Extraction from PDF Documents: Application to Large Sets of Educational Tests. 359-366 - Ernani Damasceno
Data Mining, Business Intelligence, Grid and Utility Computing: A Bibliometric Review of the Literature from 2015 to 2020. 367-373 - Gabriel Escobar Vasques, Adriano Fiorese:
A Consortied Ledger-based Cloud Computing Provider Users Reputation Architecture. 374-381
Artificial Intelligence and Decision Support Systems
- Anton Borg, Jim Ahlstrand:
Detecting Non-routine Customer Support E-Mails. 387-394 - Joel Luís Carbonera
LDBNN: A Local Density-based Nearest Neighbor Classifier. 395-401 - Joel Luís Carbonera
A Global Density-based Approach for Instance Selection. 402-409 - Jordan Urbaczek, Razieh L. Saremi, Mostaan Lotfalian Saremi, Julian Togelius:
Greedy Scheduling: A Neural Network Method to Reduce Task Failure in Software Crowdsourcing. 410-419 - Bruno Petrato Bruck, Dario Vezzali
A Decision Support System to Evaluate Suppliers in the Context of Global Service Providers. 420-430 - Fan Mo, Huida Jiao, Shun Morisawa, Makoto Nakamura, Koichi Kimura, Hisanori Fujisawa, Masafumi Ohtsuka, Hayato Yamana:
Real-time Periodic Advertisement Recommendation Optimization under Delivery Constraint using Quantum-inspired Computer. 431-441 - Martin Krockert, Marvin Matthes, Torsten Munkelt:
Agent-based Decentral Production Planning and Control: A New Approach for Multi-resource Scheduling. 442-451 - Jonata C. Wieczynski, Giancarlo Lucca, Eduardo N. Borges, Graçaliz Pereira Dimuro, Rodolfo Lourenzutti, Humberto Bustince:
CC-separation Measure Applied in Business Group Decision Making. 452-462 - Nícolas P. Campana, Giorgio Zucchi, Manuel Iori, Carlo Alberto Magni, Anand Subramanian:
An Integrated Task and Personnel Scheduling Problem to Optimize Distributed Services in Hospitals. 463-472 - Diego Bernardes de Lima Santos, Frederico Giffoni de Carvalho Dutra, Fernando Silva Parreiras, Wladmir Cardoso Brandão
Assessing the Effectiveness of Multilingual Transformer-based Text Embeddings for Named Entity Recognition in Portuguese. 473-483 - Mateus Coelho Silva
An Improved Deep Learning Application for Leaf Shape Reconstruction and Damage Estimation. 484-495 - Emerson Klippel, Ricardo Augusto Rabelo Oliveira
Embedded Edge Artificial Intelligence for Longitudinal Rip Detection in Conveyor Belt Applied at the Industrial Mining Environment. 496-505 - Rafael Mariano Christófano, Wilson Estécio Marcílio Júnior, Danilo Medeiros Eler:
PlaceProfile: Employing Visual and Cluster Analysis to Profile Regions based on Points of Interest. 506-514 - Sebastian Pol, Schirin Baer, Danielle Turner, Vladimir Samsonov, Tobias Meisen:
Global Reward Design for Cooperative Agents to Achieve Flexible Production Control under Real-time Constraints. 515-526 - Natália F. de C. Meira, Mateus C. Silva
Edge Deep Learning Applied to Granulometric Analysis on Quasi-particles from the Hybrid Pelletized Sinter (HPS) Process. 527-535 - Shilun Song, Hu Jin, Qiang Yang:
Performance Analysis of Different Operators in Genetic Algorithm for Solving Continuous and Discrete Optimization Problems. 536-547 - Vladimir Ivanov, Vitaly Romanov, Giancarlo Succi
Predicting Type Annotations for Python using Embeddings from Graph Neural Networks. 548-556 - João Ribeiro Bezerra, Luís F. W. Góes, Wladmir Cardoso Brandão
NEWRITER: A Text Editor for Boosting Scientific Paper Writing. 559-566 - Philippe Krajsic, Bogdan Franczyk:
Variational Autoencoder for Anomaly Detection in Event Data in Online Process Mining. 567-574 - Aluízio Haendchen Filho
Comparing Feature Engineering and Deep Learning Methods for Automated Essay Scoring of Brazilian National High School Examination. 575-583 - Tristan Langer
Visual Analytics for Industrial Sensor Data Analysis. 584-593 - Vinícius Ferreira Salgado, Diego Bernardes de Lima Santos, Frederico Giffoni de Carvalho Dutra, Fernando Silva Parreiras, Wladmir Cardoso Brandão
Ontology-based Approach for Business Opportunities Recognition. 594-601 - João Vitor Andrade Estrela, Wladmir Cardoso Brandão
CHILDATTEND: A Neural Network based Approach to Assess Child Attendance in Social Project Activities. 602-609 - Hasan Tercan, Christian Bitter
Evaluating a Session-based Recommender System using Prod2vec in a Commercial Application. 610-617 - William Johnny Bernardes de Oliveira, Wladmir Cardoso Brandão
RECAID: A Sponsorship Recommendation Approach. 618-625 - Henrique D. P. dos Santos, Juliana Damasio Oliveira, Ana Helena D. P. S. Ulbrich, Renata Vieira
Opportunities and Challenges in Fall Risk Management using EHRs and Artificial Intelligence: A Systematic Review. 626-633 - Maiza Biazon de Oliveira, Giorgio Zucchi, Marco Lippi, Douglas Farias Cordeiro, Núbia Rosa da Silva, Manuel Iori:
Lead Time Forecasting with Machine Learning Techniques for a Pharmaceutical Supply Chain. 634-641 - Alexander V. Smirnov, Nikolay Shilov, Alexey M. Kashevnik, Mikhail Petrov, Simon Brugger, Tefik Ismaili:
Early-identification of Human Resource Trends and Innovations through Web-scraping Technology. 642-651 - Nathan Formentin Garcia, Frederico B. Tiggemann, Eduardo N. Borges, Giancarlo Lucca, Hélida S. Santos, Graçaliz Pereira Dimuro:
Exploring the Relationships between Data Complexity and Classification Diversity in Ensembles. 652-659 - Rhaylander Mendes de Miranda Almeida, Dehua Chen, Agnaldo Lopes da Silva Filho, Wladmir Cardoso Brandão
Machine Learning Algorithms for Breast Cancer Detection in Mammography Images: A Comparative Study. 660-667 - Francisco Casaca, André Vasconcelos:
Systematic Selection and Prioritization of Communication Channels in the Healthcare Sector. 668-676 - Thiago Nicoli de Abreu, Andrea Gomes Campos Bianchi, Saul Emanuel Delabrida Silva
Application of Machine Learning Methods to Improve of the Roller Press Performance in the Pelletizing Process. 677-684 - Mateus Coelho Silva
IDiSSC: Edge-computing-based Intelligent Diagnosis Support System for Citrus Inspection. 685-692 - Pedro 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
A Robust Real-time Component for Personal Protective Equipment Detection in an Industrial Setting. 693-700 - Richard Dreyling, Eric Blake Jackson, Tanel Tammet, Alena Labanava, Ingrid Pappel
Social, Legal, and Technical Considerations for Machine Learning and Artificial Intelligence Systems in Government. 701-708 - Moncef Garouani
Towards the Automation of Industrial Data Science: A Meta-learning based Approach. 709-716 - Joost Bottenbley, Alexander Brodsky:
SPOT: Toward a Decision Guidance System for Unified Product and Service Network Design. 717-728 - Nikolajs Bumanis, Gatis Vitols, Irina Arhipova, Egons Solmanis:
Multi-object Tracking for Urban and Multilane Traffic: Building Blocks for Real-World Application. 729-736 - Christine Markarian:
Online Non-metric Facility Location with Service Installation Costs. 737-743 - Christine Markarian, Abdul Nasser El-Kassar:
Algorithmic View of Online Prize-collecting Optimization Problems. 744-751 - Pedro Henrique Gouvêa Coelho, José F. M. do Amaral, Matheus C. Bentes:
Electronic Circuits Extrinsic Evolutionary Platform. 752-759 - Gokul Sudheesh Kumar, Sujala D. Shetty:
Application Development for Mask Detection and Social Distancing Violation Detection using Convolutional Neural Networks. 760-767 - Aicha Khannat, Hanae Sbaï, Laila Kjiri:
Configurable Process Mining: Semantic Variability in Event Logs. 768-775 - Linos Nchena, Dagmar Janácová:
Fever Status Detection using Artificial Neuron Network. 776-781 - João Choma Neto, Allan Mori
How to Identify the Infeasible Test Requirements using Static Analyse? An Exploratory Study. 782-789 - Anas El Ouardi, Maryem Rhanoui
Hybrid Prototypical Networks Augmented by a Non-linear Classifier. 790-794 - Victor Hugo Vidigal Corrêa, André Gustavo dos Santos, Thiago Henrique Nogueira:
Strategies for Electric Location-routing Problems Considering Short and Long Term Horizons. 795-802 - Indrit Enesi, Ledion Liço, Aleksander Biberaj, Desar Shahu:
Analysing Clustering Algorithms Performance in CRM Systems. 803-809 - Moreno Colombo
Streetwise: Mapping Citizens' Perceived Spatial Qualities. 810-818
Software Agents and Internet Computing
- Theo Zschörnig, Jonah Windolph
A Hybrid IoT Analytics Platform: Architectural Model and Evaluation. 823-833 - Marco Aurélio Spohn:
An Endogenous and Self-organizing Approach for the Federation of Autonomous MQTT Brokers. 834-841 - Zuhal Kurt
Similarity-inclusive Link Prediction with Quaternions. 842-854 - Johannes Lipp, Siyabend Sakik, Moritz Kröger, Stefan Decker:
LISSU: Integrating Semantic Web Concepts into SOA Frameworks. 855-865 - Christoph Stoiber, Stefan Schönig:
Process-aware Decision Support Model for Integrating Internet of Things Applications using AHP. 869-876 - Davi Grossi Hasuda, Juliana de Melo Bezerra:
Exploring Differential Privacy in Practice. 877-884 - Gabriel Madeira, Eduardo N. Borges, Giancarlo Lucca, Washington de Carvalho Segundo, Jonata C. Wieczynski, Hélida S. Santos, Graçaliz Pereira Dimuro:
Using Academic Genealogy for Recommending Supervisors. 885-892 - Mateus C. Silva
Faceshield HUD: Extended Usage of Wearable Computing on the COVID-19 Frontline. 893-900 - Rodrigo Teixeira dos Santos, Edilson Ferneda, Hércules Antônio do Prado, Aluízio Haendchen Filho
Searching for Weak Signals in the Web to Support Scenarios Building for Future Studies. 901-908
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