Short Bio: Marcos A. Domingues is currently an associate professor at the State University of Maringá, Brazil. He took a PhD Degree (2010) in Computer Science at the University of Porto, Portugal; a Master Degree in Computer Science and Computational Mathematic (2004) at the University of São Paulo, Brazil; and a Degree in Computer Science (2002) at the Federal University of Lavras, Brazil. He also has a postgraduate course in Linux Network Administration (2003) and a Master in Business Administration and Management (2007). His main research interests are Artificial Intelligence; Data Science; Machine Learning; Web, Text and Data Mining; and Recommender Systems.
Main Research Areas
Data Mining and Machine Learning (mainly when music classification and association rules are involved)
Web Mining (mainly when monitoring, personalization and recommender systems for web sites are involved)
Decision Support Systems (mainly when data science is involved)
Deep Learning (applied to classification problems and recommender systems)
Ongoing Research Projects
Exploring Recommender Systems with Reminders in Different Application Domains (Funded by CNPq) - 2023/2025
Exploration of Recommender Systems in the Legal Domain - 2023/2028
New Models and Applications for Music Information Retrieval - 2021/2026
Past Research Projects
Recommender Systems as Legal Technology for Jusbrasil (Funded by IPDEC/Jusbrasil) - 2022/2024
Semantically Enriched Representations for Portuguese Text Mining: Models and Applications - (Funded by FAPESP) - 2020/2023
An Advanced Platform for Automatic Recommendation of Points of Interest in Brazilian Cities - (Funded by FAADCT/PR) - 2017/2022
Data and Text Mining to Extract Contextual Information for Context-Aware Recommender Systems - (Funded by CNPq) - 2017/2020
ITCity – An ICT Platform for Sustainable Energy Ecosystem in Smart Cities - (Funded by CNPq) - 2017/2020
A Platform for the Recommendation of Points of Interest in Brazilian Cities: Architecture and Case Study - (Funded by CAPES) - 2014/2016
Automatic Acquisition of Contextual Information for Context-Aware Recommendation Systems - (Funded by FAPESP) - 2012/2014
MIReS - Roadmap for Music Information ReSearch - (Funded by 7th Framework Programme of the European Commission) - 2011/2012
PPIIM - Music Genre Classification - (Funded by FCT/CAPES transnational cooperation programme between Portugal and Brazil - Grant Proc. 4.4.1.00 CAPES) - 2010/2011
Palco 3.0 - Intelligent Web System to Support Management of a Social Network in the Music Area - (Funded by ADI - Agency of Innovation) - 2010/2011
Site-O-Matic - Web Site Automation - (Funded by POSC/FCT) - 2006/2008
AGILMAT - Automatic Generation of Interactive Drills to Teach Mathematic - (Funded by POSI/FCT) - 2005/2006
Recent Publications
Curriculum Vitae
Additional Resources
Contact
E-mail : madomingues at uem dot br
Phone : +55 (44) 3011-5108
Address : Av. Colombo, 5790, Jardim Universitário, Maringá - Paraná - Brazil, CEP 87020-900