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Clustering for Traceability Managing in System Specifications

Mezghani, Manel and Kang Choi, Juyeon and Kang, Eun-Bee and Sèdes, Florence Clustering for Traceability Managing in System Specifications. (2019) In: 27th IEEE International Requirements Engineering conference (RE 2019), 23 September 2019 - 27 September 2019 (Jeju Island, Korea, Republic Of).

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Official URL: https://doi.org/10.1109/RE.2019.00035

Abstract

System specifications are generally organized according to several documents hierarchies levels linked in order to represent the traceability information. Requirements engineering experts verify manually the links between each specification which allows to generate a traceability matrix. The purpose of this paper is to automatize the generation of the traceability matrix since it is a time consuming and costly task. We propose an artificial intelligence based approach to deal with this problem through a clustering approach. This latter is an unsupervised algorithm that doesn't need any prior knowledge on the language neither the domain of the specifications. Our approach generates duplicates and clusters containing linked requirements. We experiment our approach in an aeronautic domain and a space domain. We obtain better results for high level specifications especially with a pre-processing.

Item Type:Conference or Workshop Item (Paper)
Additional Information:Thanks to IEEE editor. The definitive version is available at http://ieeexplore.ieee.org This papers appears in Proceedings of RE 2019. The original PDF of the article can be found at: https://ieeexplore.ieee.org/document/8920512 Personal use of this material is permitted. Permission from IEEE must be obtained for all other uses, in any current or future media, including reprinting/republishing this material for advertising or promotional purposes, creating new collective works, for resale or redistribution to servers or lists, or reuse of any copyrighted component of this work in other works.
HAL Id:hal-02942343
Audience (conference):International conference proceedings
Uncontrolled Keywords:
Institution:French research institutions > Centre National de la Recherche Scientifique - CNRS (FRANCE)
Université de Toulouse > Institut National Polytechnique de Toulouse - Toulouse INP (FRANCE)
Université de Toulouse > Université Toulouse III - Paul Sabatier - UT3 (FRANCE)
Université de Toulouse > Université Toulouse - Jean Jaurès - UT2J (FRANCE)
Université de Toulouse > Université Toulouse 1 Capitole - UT1 (FRANCE)
Other partners > Fortia Financial Solutions (FRANCE)
Other partners > OneLight-studio (FRANCE)
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Deposited On:26 Aug 2020 14:44

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