Assessing the Role of General Chemistry Learning in Higher Education

dc.contributor.authorFigueiredo, Margarida
dc.contributor.authorNeves, José
dc.contributor.authorGomes, Guida
dc.contributor.authorVicente, Henrique
dc.contributor.editorD''Arcy, A.
dc.contributor.editorGatrell, Jay D.
dc.contributor.editorKleinsasser, R.
dc.contributor.editorKyndt, E.
dc.contributor.editorLi, Y.
dc.contributor.editorSlocum Jr., J. W.
dc.contributor.editorWekerle, C.
dc.date.accessioned2016-08-23T14:18:29Z
dc.date.available2016-08-23T14:18:29Z
dc.date.issued2016
dc.description.abstractThe 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%.por
dc.identifier.authoremailmtf@uevora.pt
dc.identifier.authoremailjneves@di.uminho.pt
dc.identifier.authoremailnd
dc.identifier.authoremailhvicente@uevora.pt
dc.identifier.citationFigueiredo, 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.por
dc.identifier.doi10.1016/j.sbspro.2016.07.024por
dc.identifier.issn1877-0428
dc.identifier.pagina161-168
dc.identifier.revistaSocial and Behavioral Sciences
dc.identifier.scientificarea229por
dc.identifier.sharewithCIEP - Publicações - Artigos em Revistas internacionais com arbitragem científicapor
dc.identifier.urihttp://www.sciencedirect.com/science/article/pii/S1877042816309508
dc.identifier.urihttp://hdl.handle.net/10174/18771
dc.identifier.volume228
dc.language.isoengpor
dc.peerreviewedyespor
dc.publisherProcedia – Social and Behavioral Sciencespor
dc.rightsopenAccesspor
dc.subjectGeneral Chemistrypor
dc.subjectHigher Educationpor
dc.subjectLogic Programmingpor
dc.subjectKnowledge Representation and Reasoningpor
dc.subjectArtificial Neural Networkspor
dc.titleAssessing the Role of General Chemistry Learning in Higher Educationpor
dc.typearticlepor

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