Please use this identifier to cite or link to this item: http://hdl.handle.net/10174/18771

Title: Assessing the Role of General Chemistry Learning in Higher Education
Authors: Figueiredo, Margarida
Neves, José
Gomes, Guida
Vicente, Henrique
Editors: D''Arcy, A.
Gatrell, Jay D.
Kleinsasser, R.
Kyndt, E.
Li, Y.
Slocum Jr., J. W.
Wekerle, C.
Keywords: General Chemistry
Higher Education
Logic Programming
Knowledge Representation and Reasoning
Artificial Neural Networks
Issue Date: 2016
Publisher: Procedia – Social and Behavioral Sciences
Citation: Figueiredo, M., Neves, J.; Gomes, G. & Vicente, H., Assessing the Role of General Chemistry Learning in Higher Education. Procedia – Social and Behavioral Sciences, 228: 161–168, 2016.
Abstract: The inclusion of General Chemistry (GC) in the curricula of higher education courses in science and technology aims, on the one hand, to develop students' skills necessary for further studies and, on the other hand, to respond to the need of endowing future professionals of knowledge to analyze and solve multidisciplinary problems in a sustainable way. The participation of students in the evaluation of the role played by the GC in their training is crucial, and the analysis of the results can be an essential tool to increase success in the education of students and improving practices in various professions. Undeniably, this work will be focused on the development of an intelligent system to assess the role of GC. The computational framework is built on top of a Logic Programming approach to Knowledge Representation and Reasoning, complemented with a problem solving methodology moored on Artificial Neural Networks. The results so far obtained show that the proposed model stands for a good start, being its overall accuracy higher than 95%.
URI: http://www.sciencedirect.com/science/article/pii/S1877042816309508
http://hdl.handle.net/10174/18771
ISSN: 1877-0428
Type: article
Appears in Collections:CIEP - Publicações - Artigos em Revistas Internacionais Com Arbitragem Científica
QUI - Publicações - Artigos em Revistas Internacionais Com Arbitragem Científica

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