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da Cruz Alves, Nathalia; Gresse von Wangenheim, Christiane; Martins-Pacheco, Lúcia Helena – Informatics in Education, 2021
Creativity has emerged as an important 21st-century competency. Although it is traditionally associated with arts and literature, it can also be developed as part of computing education. Therefore, this article presents a systematic mapping of approaches for assessing creativity based on the analysis of computer programs created by the students.…
Descriptors: Creativity, 21st Century Skills, Computer Science Education, Programming
Marques, Lívia S.; Gresse von Wangenheim, Christiane; Hauck, Jean – Informatics in Education, 2020
Although Machine Learning (ML) is integrated today into various aspects of our lives, few understand the technology behind it. This presents new challenges to extend computing education early to ML concepts helping students to understand its potential and limits. Thus, in order to obtain an overview of the state of the art on teaching Machine…
Descriptors: Artificial Intelligence, Man Machine Systems, Elementary Secondary Education, Educational Technology
Gresse von Wangenheim, Christiane; Araújo e Silva de Medeiros, Giselle; Missfeldt Filho, Raul; Petri, Giani; da Cruz Pinheiro, Fernando; Ferreira, M. Nathalie; Hauck, Jean C. R. – Informatics in Education, 2019
Teaching computational thinking in K-12 as a 21st century skill is becoming increasingly important. Computational thinking describes a specific way of reasoning building on concepts and processes derived from algorithms and programming. One way to teach these concepts is games as an effective and efficient alternative. This article presents…
Descriptors: Educational Games, Middle School Students, Middle School Mathematics, Foreign Countries
da Cruz Pinheiro, Fernando; Gresse von Wangenheim, Christiane; Missfeldt Filho, Raul – Informatics in Education, 2018
Diverse initiatives have emerged to popularize the teaching of computing in K-12 mainly through programming. This, however, may not cover other important core computing competencies, such as Software Engineering (SE). Thus, in order to obtain an overview of the state of the art and practice of teaching SE competences in K-12, we carried out a…
Descriptors: Computer Software, Engineering, Computer Science Education, Elementary Secondary Education