Bruno Penteado

Background

About Bruno Penteado

Research on the impacts of digital technologies in healthcare/medical informatics, in particular AI tools and regulation.Development of machine learning and data mining models, and related methods to collect and model theoretical constructs, applied in different fields: educations, linguistics, and healthcare. Participation and interaction with groups of high diversity (cultural, experience, professional background).Thesis on the development of infrastructure for linked open government data publication using W3C's best practices and quality control.Developed products and services along with state and municipal education secretariats and private educational systems in issues regarding- student´s and teaching staff´s assessment (processes, technological and psychometric aspects, data analysis)- curricular structuring (sequencing and content classification)- adaptive educational systems conceptualizion (AI concepts and pedagogical tactics)- actionable knowledge from data (student interaction in virtual environments).As result, it has provided educational managers with greater reliability in decision-making, didactic material tunning led by empirical data, use of data for formative student´s and teacher´s feedback, student modling in virtual environments.Fields of specialization: Item response theory; big data in education; linked open data; semantic technologies; tutoring systems; adaptive hypermedia systems; learning objects metadata;Tools used: R/RStudio, Excel, RapidMiner, SQL Server.