Deciphering and analyzing software requirements employing the techniques of Natural Language processing

Kamran Ali Memon; Xia Xiaoling

doi:10.1145/3325730.3325757

Deciphering and analyzing software requirements employing the techniques of Natural Language processing

Kamran Ali Memon
, Xia Xiaoling

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

2 Scopus citations

Abstract

Deciphering human language by Requirement Analysts is the key issue in Software Development. Clients communicate their software requirements in raw form. In this paper, we are presenting certain techniques of Natural Language processing which work out greatly to extract information properly and minimizing the bugs that may generate in later parts of Software Development. In today's era, the latest technological development in Artificial Intelligence has enabled machines to process the text to a certain level. Natural Language understanding is so far the most critical problem; the Software community is facing today in requirements gathering. In this study, using the techniques of Natural Language Interpretation, Testers and Software Developers can chalk out the more exact requirements from customers which can improve the Quality of Software to a certain level.

Original language	English
Title of host publication	ICMAI 2019 - Proceedings of 2019 4th International Conference on Mathematics and Artificial Intelligence
Publisher	Association for Computing Machinery
Pages	153-156
Number of pages	4
ISBN (Electronic)	9781450362580
DOIs	https://doi.org/10.1145/3325730.3325757
State	Published - 12 Apr 2019
Externally published	Yes
Event	4th International Conference on Mathematics and Artificial Intelligence, ICMAI 2019 - Chegndu, China Duration: 12 Apr 2019 → 15 Apr 2019

Publication series

Name	ACM International Conference Proceeding Series

Conference

Conference	4th International Conference on Mathematics and Artificial Intelligence, ICMAI 2019
Country/Territory	China
City	Chegndu
Period	12/04/19 → 15/04/19

Bibliographical note

Publisher Copyright:
© 2019 Association for Computing Machinery.

Keywords

Linguistics
NLP techniques
Natural language processing
Natural language understanding
Software requirements

ASJC Scopus subject areas

Software
Human-Computer Interaction
Computer Vision and Pattern Recognition
Computer Networks and Communications

Access to Document

10.1145/3325730.3325757

Cite this

Memon, K. A., & Xiaoling, X. (2019). Deciphering and analyzing software requirements employing the techniques of Natural Language processing. In ICMAI 2019 - Proceedings of 2019 4th International Conference on Mathematics and Artificial Intelligence (pp. 153-156). (ACM International Conference Proceeding Series). Association for Computing Machinery. https://doi.org/10.1145/3325730.3325757

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title = "Deciphering and analyzing software requirements employing the techniques of Natural Language processing",

abstract = "Deciphering human language by Requirement Analysts is the key issue in Software Development. Clients communicate their software requirements in raw form. In this paper, we are presenting certain techniques of Natural Language processing which work out greatly to extract information properly and minimizing the bugs that may generate in later parts of Software Development. In today's era, the latest technological development in Artificial Intelligence has enabled machines to process the text to a certain level. Natural Language understanding is so far the most critical problem; the Software community is facing today in requirements gathering. In this study, using the techniques of Natural Language Interpretation, Testers and Software Developers can chalk out the more exact requirements from customers which can improve the Quality of Software to a certain level.",

keywords = "Linguistics, NLP techniques, Natural language processing, Natural language understanding, Software requirements",

author = "Memon, \{Kamran Ali\} and Xia Xiaoling",

note = "Publisher Copyright: {\textcopyright} 2019 Association for Computing Machinery.; 4th International Conference on Mathematics and Artificial Intelligence, ICMAI 2019 ; Conference date: 12-04-2019 Through 15-04-2019",

year = "2019",

month = apr,

day = "12",

doi = "10.1145/3325730.3325757",

language = "English",

series = "ACM International Conference Proceeding Series",

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booktitle = "ICMAI 2019 - Proceedings of 2019 4th International Conference on Mathematics and Artificial Intelligence",

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Memon, KA & Xiaoling, X 2019, Deciphering and analyzing software requirements employing the techniques of Natural Language processing. in ICMAI 2019 - Proceedings of 2019 4th International Conference on Mathematics and Artificial Intelligence. ACM International Conference Proceeding Series, Association for Computing Machinery, pp. 153-156, 4th International Conference on Mathematics and Artificial Intelligence, ICMAI 2019, Chegndu, China, 12/04/19. https://doi.org/10.1145/3325730.3325757

Deciphering and analyzing software requirements employing the techniques of Natural Language processing. / Memon, Kamran Ali; Xiaoling, Xia.
ICMAI 2019 - Proceedings of 2019 4th International Conference on Mathematics and Artificial Intelligence. Association for Computing Machinery, 2019. p. 153-156 (ACM International Conference Proceeding Series).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

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AB - Deciphering human language by Requirement Analysts is the key issue in Software Development. Clients communicate their software requirements in raw form. In this paper, we are presenting certain techniques of Natural Language processing which work out greatly to extract information properly and minimizing the bugs that may generate in later parts of Software Development. In today's era, the latest technological development in Artificial Intelligence has enabled machines to process the text to a certain level. Natural Language understanding is so far the most critical problem; the Software community is facing today in requirements gathering. In this study, using the techniques of Natural Language Interpretation, Testers and Software Developers can chalk out the more exact requirements from customers which can improve the Quality of Software to a certain level.

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KW - Natural language understanding

KW - Software requirements

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Y2 - 12 April 2019 through 15 April 2019

ER -

Deciphering and analyzing software requirements employing the techniques of Natural Language processing

Abstract

Publication series

Conference

Bibliographical note

Keywords

ASJC Scopus subject areas

Access to Document

Fingerprint

Cite this