Utilize este identificador para referenciar este registo: http://hdl.handle.net/10400.14/13507
Título: Academic analytics na prática: agregar e analisar múltiplas fontes de dados
Autor: Ferreira, Sérgio André
Andrade, António
Palavras-chave: Academic Analytics
Design science
High education
Management
Data: 2013
Citação: FERREIRA, Sérgio André; ANDRADE, António - Academic analytics na prática: agregar e analisar múltiplas fontes de dados. Revista Portuguesa de Investigação Educacional. ISSN 1645-4006. Vol. 13 (2013), p. 235-260
Resumo: Higher education institutions (HEIs) use several technological subsystems for the management of multiple aspects of the organization, which collect a huge amount of data from these subsystems, but which do not communicate with each other. Th e idea of the Analytics in Education is based on the possibility of using this data in an aggregated way in the process of decision making and the development of new models in management. Using the reality of the Universidade Católica Portuguesa – Porto as a starting point, we present the architecture and the results achieved in the development of a prototype of Academic Analytics, for the management of teaching activity at the institution, which aggregates data from three technological subsystems. Th ree main contributions resulted from this study: i) Th eoretical – Analytics in Education is a new theme with rapid rising interest, and therefore it is diffi cult to maintain a stable discourse when defi ning concepts and describing processes. In this context, we present a refl ection on the main issues discussed and list the most relevant concepts; ii) Methodology – Th e Academic Analytics na prática: agregar e analisar múltiplas fontes de dados 260 Revista Portuguesa de Investigação Educacional 13/2013 rationale and application of the Model Design Science Research Process (DSRP), which, despite its versatility in the fi eld of presentation of artifacts, still has little importance in the fi eld of Information Systems (IS) applied to Social and Human Sciences; iii) Practical – Presentation of a prototype of an Academic Analytics system.
Peer review: yes
URI: http://hdl.handle.net/10400.14/13507
Aparece nas colecções:CEDH - Artigos em revistas nacionais com Arbitragem / Papers in national journals with Peer-review
CEGE - Artigos em revistas nacionais com Arbitragem / Papers in national journals with Peer-review

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