Banca de DEFESA: JOÃO ALBERTO CASTELO BRANCO OLIVEIRA

Uma banca de DEFESA de MESTRADO foi cadastrada pelo programa.
DISCENTE : JOÃO ALBERTO CASTELO BRANCO OLIVEIRA
DATA : 31/10/2019
HORA: 09:00
LOCAL: IME - Sala 14
TÍTULO:

Fuzzy Software Analyzer (FSA): A new approach to interpret and analyze software repositories

PALAVRAS-CHAVES:

Machine Learning, Software Mining, Fuzzy System

PÁGINAS: 112
GRANDE ÁREA: Ciências Exatas e da Terra
ÁREA: Ciência da Computação
SUBÁREA: Matemática da Computação
ESPECIALIDADE: Modelos Analíticos e de Simulação
RESUMO:

Software metrics have been widely adopted during the process of developing source code, allowing to manage projects with higher quality by quantifying different characteristics that may impact, for example, the project costs and the planned activities. In general, such metrics can be divided into direct and indirect. The direct ones are commonly used in software development and maintenance. Those measures are directly extracted from source codes such as, for instance, the number of written lines and the total number of errors collected in a given time instant. The indirect measures, on the other hand, are obtained after performing some interpretation of the project. They may also include direct metrics and were developed to be generally applied to different software projects. However, the interpretation of these metrics depends on the experience of the project manager (domain specialist) and must consider specific characteristics related to the team of developers. In this project, we present a new approach, referred to as Fuzzy Software Analyzer -- FSA, designed to automatically extract characteristics and patterns in software repositories, aiming at: i) assisting the expert during the task of interpreting metrics, especially by working on large volumes of source codes; and ii) monitoring the evolution of the software as new releases are submitted to the repositories. The proposed approach was assessed by analyzing the Linux Test Project repository, demonstrating its usefulness and applicability.

MEMBROS DA BANCA:
Presidente - 2130353 - RICARDO ARAUJO RIOS
Interno - 2115505 - TATIANE NOGUEIRA RIOS
Interno - 1710389 - CLAUDIO NOGUEIRA SANT ANNA
Externo ao Programa - 2199115 - CRISTIANO HORA DE OLIVEIRA FONTES