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Extracting concepts from the software requirements specification using natural language processing

Abstrakt

Extracting concepts from the software require¬ments is one of the first step on the way to automating the software development process. This task is difficult due to the ambiguity of the natural language used to express the requirements specification. The methods used so far consist mainly of statistical analysis of words and matching expressions with a specific ontology of the domain in which the planned software will be applicable. This article proposes a method and a tool to extract concepts based on a grammatical analysis of requirements written in English without the need to refer to specialized ontology. These concepts can be further expressed in the class model, which then can be the basis for the object-oriented analysis of the problem. This method uses natural language processing (NLP) techniques to recognize parts of speech and to divide sentences into phrases and also the WordNet dictionary to search for known concepts and recognize relationships between them.

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Informacje szczegółowe

Kategoria:
Aktywność konferencyjna
Typ:
publikacja w wydawnictwie zbiorowym recenzowanym (także w materiałach konferencyjnych)
Tytuł wydania:
2018 11th International Conference on Human System Interaction (HSI) strony 1 - 6
Język:
angielski
Rok wydania:
2018
Opis bibliograficzny:
Kuchta J., Padhiyar P.: Extracting concepts from the software requirements specification using natural language processing// 2018 11th International Conference on Human System Interaction (HSI)/ ed. Adam Bujnowski; Mariusz Kaczmarek; Jacek Rumiński : IEEE, 2018, s.1-6
DOI:
Cyfrowy identyfikator dokumentu elektronicznego (otwiera się w nowej karcie) 10.1109/hsi.2018.8431221
Weryfikacja:
Politechnika Gdańska

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