Banca de DEFESA: BRENO SANTANA SANTOS

Uma banca de DEFESA de DOUTORADO foi cadastrada pelo programa.
STUDENT : BRENO SANTANA SANTOS
DATE: 29/08/2023
TIME: 09:00
LOCAL: Remoto
TITLE:

A methodology oriented to unstructured data of scientific production for the temporal evaluation of research groups

KEY WORDS:

Scientometrics; Machine Learning; Complex Network Analysis; Graph Embeddings; Research Groups

PAGES: 110
BIG AREA: Engenharias
AREA: Engenharia Elétrica
SUMMARY:

Funding agencies and research institutions often employ quantitative methods and scientometric techniques to evaluate scientific groups. These evaluations typically rely on a single type of metric, whether it is based on counts (such as the h-index) or derived from Complex Network Analysis. However, the use of multiple measurement approaches and the proper exploration of the temporal dimension of academic production is still a recurrent issue. Particularly, an underexplored approach involves combining these indicators with Machine Learning and Graph Embedding techniques, which could enhance the evaluation process of research groups. In this context, this study proposes a Graph Data Science-oriented methodology to analyze scientific teams over time. Through a case study, the results suggest the feasibility and suitability of the proposed method for quantitatively assessing research groups. The presented approach has the potential to provide strategic and proactive insights for scientific teams, contributing to a better understanding of their dynamics and limitations.

COMMITTEE MEMBERS:
Presidente - 2885532 - IVANOVITCH MEDEIROS DANTAS DA SILVA
Interno - 1153006 - LUIZ AFFONSO HENDERSON GUEDES DE OLIVEIRA
Interno - 1837240 - MARCELO AUGUSTO COSTA FERNANDES
Externo à Instituição - RICARDO BARROS SAMPAIO - UnB
Externo à Instituição - JUAN MOISES MAURICIO VILLANUEVA - UFPB