Test Oracle using Semantic Analysis from Natural Language Requirements

Maryam Imtiaz Malik; Muddassar Azam Sindhu; Rabeeh Ayaz Abbasi

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Paper

Test Oracle using Semantic Analysis from Natural Language Requirements

Topics: Knowledge Management; Natural Language Interfaces to Intelligent Systems; Software Engineering

In Proceedings of the 22nd International Conference on Enterprise Information Systems - Volume 2: ICEIS, 345-352, 2020

Authors: Maryam Imtiaz Malik ; Muddassar Azam Sindhu and Rabeeh Ayaz Abbasi

Affiliation: Department of Computer Science, Quaid-i-Azam University, Islamabad, 45320, Pakistan

Keyword(s): Natural Language Requirements, Software Testing, Test Oracle, Semantic Analysis.

Abstract: Automation of natural language based applications is a challenging task due to its semantics. This challenge is also confronted in the software testing field. In this paper, we provide a systematic literature review related to the semantic analysis of natural language requirements in the software testing field. The literature review assisted us in the identification of the substantial research gap related to the semantics-based natural language test oracle. To the best of our knowledge, we have not found any technique in which the semantics of test oracle from natural language requirements can be solved using Word Sense Disambiguation techniques. We have discussed our proposed approach to generate semantics-based test oracle from natural language requirements. Our proposed approach can be applied to any domain.

CC BY-NC-ND 4.0

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Paper citation in several formats:

Malik, M. ; Sindhu, M. and Abbasi, R. (2020). Test Oracle using Semantic Analysis from Natural Language Requirements. In Proceedings of the 22nd International Conference on Enterprise Information Systems - Volume 2: ICEIS; ISBN 978-989-758-423-7; ISSN 2184-4992, SciTePress, pages 345-352. DOI: 10.5220/0009471903450352

@conference{iceis20,
author={Maryam Imtiaz Malik and Muddassar Azam Sindhu and Rabeeh Ayaz Abbasi},
title={Test Oracle using Semantic Analysis from Natural Language Requirements},
booktitle={Proceedings of the 22nd International Conference on Enterprise Information Systems - Volume 2: ICEIS},
year={2020},
pages={345-352},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0009471903450352},
isbn={978-989-758-423-7},
issn={2184-4992},
}

TY - CONF

JO - Proceedings of the 22nd International Conference on Enterprise Information Systems - Volume 2: ICEIS
TI - Test Oracle using Semantic Analysis from Natural Language Requirements
SN - 978-989-758-423-7
IS - 2184-4992
AU - Malik, M.
AU - Sindhu, M.
AU - Abbasi, R.
PY - 2020
SP - 345
EP - 352
DO - 10.5220/0009471903450352
PB - SciTePress