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Probabilistic synSet based concept location
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Orientador(es)
Resumo(s)
Concept location is a common task in program comprehension techniques, essential in many
approaches used for software care and software evolution. An important goal of this process is to discover a mapping between source code and human oriented concepts.
Although programs are written in a strict and formal language, natural language terms and sentences like identifiers (variables or functions names), constant strings or comments, can still be found embedded in programs. Using terminology concepts and natural language processing techniques these terms can be exploited to discover clues about which real world concepts source
code is addressing.
This work extends symbol tables build by compilers with ontology driven constructs, extends synonym sets defined by linguistics, with automatically created Probabilistic SynSets from software domain parallel corpora. And using a relational algebra, creates semantic bridges between program elements and human oriented concepts, to enhance concept location tasks.
Descrição
Palavras-chave
Program comprehension Concept location Identifier analysis Program and problem domains
Contexto Educativo
Citação
Carvalho, Nuno; Almeida, José João; Pereira, Maria João; Henriques, Pedro (2012). Probabilistic synSet based concept location. In SLATe'12 Symposium on Languages, Applications and Technologies. Universidade do Minho, Portugal. p. 239-253. ISBN 978-3-939879-40-8
Editora
Alberto Simões and Ricardo Queirós and Daniela da Cruz