GUI reverse engineering with machine learning

• Tipo: Artigo em Livro de Atas de Conferência Internacional
• Data: 2012

Autores

Morgado, IC (Autor) Outra; Paiva, ACR (Autor) FEUP; Faria, JP (Autor) FEUP; Camacho, R (Autor) FEUP

Ata de Conferência Internacional

Título: 2012 1st International Workshop on Realizing AI Synergies in Software Engineering, RAISE 2012 - Proceedings

Páginas: 27-31

2012 1st International Workshop on Realizing AI Synergies in Software Engineering, RAISE 2012

Zurich, 5 June 2012 through 5 June 2012

Indexação

ISI Web of Knowledge

Scopus - 9 Citações

INSPEC

COMPENDEX

Classificação Científica

CORDIS: Ciências Tecnológicas > Engenharia > Engenharia de computadores

Outras Informações

ID Authenticus: P-008-571

DOI: 10.1109/raise.2012.6227966

Abstract (EN): This paper proposes a new approach to reduce the effort of building formal models representative of the structure and behaviour of Graphical User Interfaces (GUI). The main goal is to automatically extract the GUI model with a dynamic reverse engineering process, consisting in an exploration phase, that extracts information by interacting with the GUI, and in a model generation phase that, making use of machine learning techniques, uses the extracted information of the first step to generate a state-machine model of the GUI, including guard conditions to remove ambiguity in transitions. © 2012 IEEE.

Idioma: Inglês

Tipo (Avaliação Docente): Científica

Nº de páginas: 5