Publication List:
Publication List:
Articles in international peer-reviewed scientific journals:
MACHADO, G.M., MARAN, V., LUNARDI, G.M. ET AL. AwARE: a framework for adaptive recommendation of educational resources. Computing (2021).
DO NASCIMENTO, L.V., MACHADO, G.M., MARAN, V. ET AL. Context recognition and ubiquitous computing in smart cities: a systematic mapping. Computing (2021).
LUNARDI, G. M.; MACHADO, G. M.; MARAN, V.; OLIVEIRA, J. P. M. . A metric for Filter Bubble measurement in recommender algorithms considering the news domain. APPLIED SOFT COMPUTING, v. 97, Part A, 2020.
MARAN, V. ; MACHADO, ALENCAR ; MACHADO, G. M. ; AUGUSTIN, IARA ; DE OLIVEIRA, JOSÉ PALAZZO M. . Domain content querying using ontology-based context-awareness in information systems. DATA & KNOWLEDGE ENGINEERING, v. 115, p. 152-173, 2018.
LUNARDI, Gabriel Machado ; MACHOT, Fadi Al ; SHEKHOVTSOV, VLADIMIR A. ; MARAN, VINÍCIUS ; MACHADO, G. M. ; MACHADO, Alencar ; MAYR, HEINRICH C. ; PALAZZO Moreira de Oliveira, José . IoT-based human action prediction and support. Internet of Things, v. 3-4, p. 52-68, 2018.
MARAN, VINÍCIUS ; MEDEIROS MACHADO, GUILHERME ; MACHADO, ALENCAR ; AUGUSTIN, IARA ; PALAZZO M. DE OLIVEIRA, JOSÉ . UPCaD: A Methodology of Integration Between Ontology-Based Context-Awareness Modeling and Relational Domain Data. INFORMATION, v. 9, p. 1-29, 2018.
MACHADO, GUILHERME M.; MARAN, VINICIUS ; DORNELLES, LORAYNE P. ; GASPARINI, ISABELA ; THOM, LUCINÉIA H. ; DE OLIVEIRA, JOSÉ PALAZZO M. . A systematic mapping on adaptive recommender approaches for ubiquitous environments. COMPUTING (WIEN. INTERNET), v. 100, p. 183-209, 2017.
Full papers published in refereed international conference proceedings:
DE CARVALHO, G. X., GASPARINI, I., MACHADO, G. M., WIVES, L. K., & de OLIVEIRA, J. P. M. (2020). POI-based Recommender System for the Support of Academics in a Smart Campus. In CSEDU (2) (pp. 398-405).
MACHADO LUNARDI, GABRIEL ; MEDEIROS MACHADO, GUILHERME ; AL MACHOT, FADI ; MARAN, VINICIUS ; MACHADO, Alencar ; C. MAYR, HEINRICH ; A. SHEKHOVTSOV, VLADIMIR ; PALAZZO M. DE OLIVEIRA, JOSE . Probabilistic Ontology Reasoning in Ambient Assistance: Predicting Human Actions. In: 2018 IEEE 32nd International Conference on Advanced Information Networking and Applications (AINA), 2018, Krakow. 2018 IEEE 32nd International Conference on Advanced Information Networking and Applications (AINA), 2018. p. 593-600.
SILVA, J. K. K. ; MACHADO, G. M. ; THOM, L. H. ; WIVES, L. K. . Business Process Modeling and Instantiation in Home Care Environments. In: 16th International Conference on Enterprise Information Systems, 2014, Lisbon. Proceedings of the 16th International Conference on Enterprise Information Systems, 2014. p. 513-525.
MACHADO, GUILHERME MEDEIROS; DE OLIVEIRA, JOSE PALAZZO MOREIRA. Context-aware adaptive recommendation of resources for mobile users in a university campus. In: 2014 IEEE 10th International Conference on Wireless and Mobile Computing, Networking and Communications (WiMob), 2014, Larnaca. 2014 IEEE 10th International Conference on Wireless and Mobile Computing, Networking and Communications (WiMob). v. 10. p. 427-433.
Full papers published in refereed Brazilian conference proceedings:
ROMERO, OSCAR ORTEGÓN ; MACHADO, GUILHERME MEDEIROS ; WIVES, LEANDRO . Analysis of questionnaires for Virtual Learning Environments based on Item Response Theory. In: XXX Simpósio Brasileiro de Informática na Educação (Symposium Brésilien sur l'Informatique dans l'Éducation) , 2019, Brasília. Anais do XXX Simpósio Brasileiro de Informática na Educação (SBIE 2019), 2019. p. 509-518.
LUNARDI, GABRIEL MACHADO ; MACHADO, GUILHERME M. ; MACHADO, Alencar ; DE OLIVEIRA, JOSÉ PALAZZO M. . Um Modelo Ontológico Probabilístico para Assistir Pessoas com Declínio Cognitivo. In: ONTOBRAS - Seminário de Pesquisa em Ontologias do Brasil, 2018, São Paulo. Proceedings of the XI Seminar on Ontology Research in Brazil and II Doctoral and Masters Consortium on Ontologies, 2018. v. 1. p. 185-196.
WOLOSZYN, VINICIUS ; MACHADO, GUILHERME MEDEIROS ; OLIVEIRA, JOSÉ PALAZZO MOREIRA DE ; WIVES, LEANDRO ; SAGGION, HORACIO . BEATnIk: an algorithm to Automatic generation of educational description of movies. In: XXVIII Simpósio Brasileiro de Informática na Educação SBIE (Symposium Brésilien sur l'Informatique dans l'Éducation), 2017, Recife. org.crossref.xschema._1.Title@6684054c, 2017. p. 1377-1386.
MACHADO, GUILHERME MEDEIROS; MARAN, VINÍCIUS ; OLIVEIRA, JOSÉ PALAZZO MOREIRA DE ; GASPARINI, ISABELA ; PERNAS, ANA . Uma Revisão Sistemática sobre as Abordagens Ubíquas para Recomendação Educacional: Estariam Elas se Tornando Adaptativas?. In: XXVI Simpósio Brasileiro de Informática na Educação (Symposium Brésilien sur l'Informatique dans l'Éducation), 2015, Maceió, 2015. p. 170-179.
MACHADO, G. M.; OLIVEIRA, J. P. M. . CARLO: Modelo Ontológico de Contexto para Recomendação de Objetos de Aprendizagem em Ambientes Pervasivos. In: Simpósio Brasileiro de Bancos de Dados, 2014, Curitiba. Anais do SBBD, 2014. v. 29. p. 47-56.
Posters and short papers published in refereed international conference proceedings:
MACHADO, G.M., BOYER, A. Learning Path Recommender Systems: A Systematic Mapping. In Adjunct Proceedings of the 29th ACM Conference on User Modeling, Adaptation and Personalization (UMAP '21). Association for Computing Machinery, New York, NY, USA, 95–99. 2021.
MEDEIROS MACHADO G., BONNIN G., CASTAGNOS S., HOAREAU L., THOMAS A., TAZOUTI Y. (2020) An Approach to Model Children’s Inhibition During Early Literacy and Numeracy Acquisition. In: Bittencourt I., Cukurova M., Muldner K., Luckin R., Millán E. (eds) Artificial Intelligence in Education. AIED 2020. Lecture Notes in Computer Science, vol 12164. Springer.
Short papers published in Brazilian workshops and conferences with referees:
DAMIANI, C. ; MACHADO, L. ; KLOCK, A. C. T. ; MACHADO, G. M. ; GASPARINI, I. ; PALAZZO M. DE OLIVEIRA, JOSÉ. Análise da gamificação no contexto de Cidades Inteligentes e Sustentáveis. In: Workshop sobre Aspectos da Interação Humano-Computador para a Web Social, 2018, Belém. Anais do IX Workshop sobre Aspectos da Interação Humano-Computador para a Web Social, 2018. v. 9.
MARAN, VINÍCIUS ; MACHADO, GUILHERME MEDEIROS ; MACHADO, ALENCAR ; AUGUSTIN, IARA ; LIMA, JOÃO CARLOS DAMASCENO ; OLIVEIRA, JOSÉ PALAZZO M. DE. Database Ontology-Supported Query for Ubiquitous Environments. In: 23rd Brazilian Symposium on Multimedia and the Web, 2017, Gramado. Proceedings of the 23rd Brazilian Symposium on Multimedia and the Web - WebMedia '17, 2017. p. 185-188.
MARAN, V. ; MALDANER, S. ; MACHADO, G. M. ; DEGRAZIA, G. A. ; OLIVEIRA, J. P. M. . Revisão Sistemática de Modelos Conceituais e Ontologias para Representação de Dados Micrometeorológicos. In: IX Workshop Brasileiro de Micrometeorologia, 2015, Santa Maria. Anais do IX Workshop Brasileiro de Micrometeorologia, 2015.
Technical and research reports:
Guilherme Medeiros Machado, Anne Boyer. LEARNING PATH RECOMMENDATION -A SYSTEMATIC MAPPING. [Contract] Université de Lorraine; Loria. 2021. ⟨hal-03155751⟩
WOLOSZYN, VINICIUS ; MACHADO, G. M. ; WIVES, L. K. ; PALAZZO M. DE OLIVEIRA, JOSÉ . Modeling, comprehending and summarizing textual content by graphs. Ithaca : Cornell University Library, 2018 (e-print Archive).
Patents or registered software:
LUNARDI, G. M. ; MACHADO, G. M. ; PALAZZO M. DE OLIVEIRA, J. . NewsREC: Recomendação diversificada de notícias. 2020. Patent: Software. Register Number: BR512020000372-9, Register Date: 10/03/2020, Title: "NewsREC: Recomendação diversificada de notícias" , Institution of the register: INPI - Instituto Nacional da Propriedade Industrial - Brazil.
Awards and Honors:
Honorable Mention at Brazilian Symposium on Informatics in Education (SBIE) for BEATnIk: an algorithm to automatic generation of educational description of movies, 2017.