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Creation of multiple conceptual models from user stories : a natural language processing approach

Abhimanyu Gupta (UGent) , Geert Poels (UGent) and Palash Bera
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Abstract
While Agile methodologies are used in software development, researchers have identified many issues related to requirements engineering in Agile approaches. Some of these issues relate to ambiguity in user stories, which is a widely-used requirements specification mechanism in Agile methodologies. This research proposes the use of conceptual models while developing user stories. We posit that the use of conceptual models helps reducing ambiguity in user stories. An important aspect of our research is the creation of an algorithm for automatic generation of such models while developing the user stories.
Keywords
REQUIREMENTS ENGINEERING PRACTICES, CONCEPT MAP, User stories, Agile development, Conceptual models, Natural language processing, Behavior driven development

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MLA
Gupta, Abhimanyu, et al. “Creation of Multiple Conceptual Models from User Stories : A Natural Language Processing Approach.” Advances in Conceptual Modeling, ER 2019 Workshops FAIR, MREBA, EmpER, MoBiD, OntoCom, and ER Doctoral Symposium Papers, vol. 11787, Springer, 2019, pp. 47–57, doi:10.1007/978-3-030-34146-6_5.
APA
Gupta, A., Poels, G., & Bera, P. (2019). Creation of multiple conceptual models from user stories : a natural language processing approach. Advances in Conceptual Modeling, ER 2019 Workshops FAIR, MREBA, EmpER, MoBiD, OntoCom, and ER Doctoral Symposium Papers, 11787, 47–57. https://doi.org/10.1007/978-3-030-34146-6_5
Chicago author-date
Gupta, Abhimanyu, Geert Poels, and Palash Bera. 2019. “Creation of Multiple Conceptual Models from User Stories : A Natural Language Processing Approach.” In Advances in Conceptual Modeling, ER 2019 Workshops FAIR, MREBA, EmpER, MoBiD, OntoCom, and ER Doctoral Symposium Papers, 11787:47–57. Cham, Switzerland: Springer. https://doi.org/10.1007/978-3-030-34146-6_5.
Chicago author-date (all authors)
Gupta, Abhimanyu, Geert Poels, and Palash Bera. 2019. “Creation of Multiple Conceptual Models from User Stories : A Natural Language Processing Approach.” In Advances in Conceptual Modeling, ER 2019 Workshops FAIR, MREBA, EmpER, MoBiD, OntoCom, and ER Doctoral Symposium Papers, 11787:47–57. Cham, Switzerland: Springer. doi:10.1007/978-3-030-34146-6_5.
Vancouver
1.
Gupta A, Poels G, Bera P. Creation of multiple conceptual models from user stories : a natural language processing approach. In: Advances in conceptual modeling, ER 2019 Workshops FAIR, MREBA, EmpER, MoBiD, OntoCom, and ER Doctoral Symposium Papers. Cham, Switzerland: Springer; 2019. p. 47–57.
IEEE
[1]
A. Gupta, G. Poels, and P. Bera, “Creation of multiple conceptual models from user stories : a natural language processing approach,” in Advances in conceptual modeling, ER 2019 Workshops FAIR, MREBA, EmpER, MoBiD, OntoCom, and ER Doctoral Symposium Papers, Salvador, Bahia, Brazil, 2019, vol. 11787, pp. 47–57.
@inproceedings{8634916,
  abstract     = {{While Agile methodologies are used in software development, researchers have identified many issues related to requirements engineering in Agile approaches. Some of these issues relate to ambiguity in user stories, which is a widely-used requirements specification mechanism in Agile methodologies. This research proposes the use of conceptual models while developing user stories. We posit that the use of conceptual models helps reducing ambiguity in user stories. An important aspect of our research is the creation of an algorithm for automatic generation of such models while developing the user stories.}},
  author       = {{Gupta, Abhimanyu and Poels, Geert and Bera, Palash}},
  booktitle    = {{Advances in conceptual modeling, ER 2019 Workshops FAIR, MREBA, EmpER, MoBiD, OntoCom, and ER Doctoral Symposium Papers}},
  isbn         = {{9783030341459}},
  issn         = {{0302-9743}},
  keywords     = {{REQUIREMENTS ENGINEERING PRACTICES,CONCEPT MAP,User stories,Agile development,Conceptual models,Natural language processing,Behavior driven development}},
  language     = {{eng}},
  location     = {{Salvador, Bahia, Brazil}},
  pages        = {{47--57}},
  publisher    = {{Springer}},
  title        = {{Creation of multiple conceptual models from user stories : a natural language processing approach}},
  url          = {{http://dx.doi.org/10.1007/978-3-030-34146-6_5}},
  volume       = {{11787}},
  year         = {{2019}},
}

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