Requirements identification using high level carotene text classification concept for distributed agile team communication

Communication plays an important role to deliver the correct information. It is one of the biggest issues frequently happened in distributed agile team environment especially in text messaging. Among the issues are exchanging information using unstructured communication platform, misunderstanding on...

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主要作者:	Zainal Abdin, Nor Hidayah
格式:	Thesis
语言:	English
出版:	2019
主题:	Computer software Agile software development
在线阅读:	http://psasir.upm.edu.my/id/eprint/83163/1/FSKTM%202019%2021%20-%20IR.pdf
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id	my-upm-ir.83163
record_format	uketd_dc
spelling	my-upm-ir.831632020-08-14T07:20:41Z Requirements identification using high level carotene text classification concept for distributed agile team communication 2019-06 Zainal Abdin, Nor Hidayah Communication plays an important role to deliver the correct information. It is one of the biggest issues frequently happened in distributed agile team environment especially in text messaging. Among the issues are exchanging information using unstructured communication platform, misunderstanding on the information communicated and lack of proper documentation. If they require references on the requirements, they need to scroll back to their communicated text messages to identify it. To solve these issues, we studied the High Level Carotene concept that does automatic cascade and cluster text classification. This concept relies on training dataset. For this study, we adopted the cascade and cluster classification concept but rely on the hash tag function. This technique is called as High Level Carotene (HLC) technique that embedded into the tool that can identify the requirements information by classifying the text messages. The cascade classification split the sentences into words and cluster classification grouped it into the same cluster. For the objectives of this study, we identify the text classification technique for requirements identification in text messages, design the solution and evaluate the technique. In this study, there are related issues and solution for agile team communication and brief description of the HLC technique design and implementation for messages text classification function in the Agile Communication Management (AgileCom) tool. Lastly, this study concluded by the HLC technique effectiveness and usability evaluation results Computer software Agile software development 2019-06 Thesis http://psasir.upm.edu.my/id/eprint/83163/ http://psasir.upm.edu.my/id/eprint/83163/1/FSKTM%202019%2021%20-%20IR.pdf text en public masters Universiti Putra Malaysia Computer software Agile software development Abdul Samat, Pathiah
institution	Universiti Putra Malaysia
collection	PSAS Institutional Repository
language	English
advisor	Abdul Samat, Pathiah
topic	Computer software Agile software development
spellingShingle	Computer software Agile software development Zainal Abdin, Nor Hidayah Requirements identification using high level carotene text classification concept for distributed agile team communication
description	Communication plays an important role to deliver the correct information. It is one of the biggest issues frequently happened in distributed agile team environment especially in text messaging. Among the issues are exchanging information using unstructured communication platform, misunderstanding on the information communicated and lack of proper documentation. If they require references on the requirements, they need to scroll back to their communicated text messages to identify it. To solve these issues, we studied the High Level Carotene concept that does automatic cascade and cluster text classification. This concept relies on training dataset. For this study, we adopted the cascade and cluster classification concept but rely on the hash tag function. This technique is called as High Level Carotene (HLC) technique that embedded into the tool that can identify the requirements information by classifying the text messages. The cascade classification split the sentences into words and cluster classification grouped it into the same cluster. For the objectives of this study, we identify the text classification technique for requirements identification in text messages, design the solution and evaluate the technique. In this study, there are related issues and solution for agile team communication and brief description of the HLC technique design and implementation for messages text classification function in the Agile Communication Management (AgileCom) tool. Lastly, this study concluded by the HLC technique effectiveness and usability evaluation results
format	Thesis
qualification_level	Master's degree
author	Zainal Abdin, Nor Hidayah
author_facet	Zainal Abdin, Nor Hidayah
author_sort	Zainal Abdin, Nor Hidayah
title	Requirements identification using high level carotene text classification concept for distributed agile team communication
title_short	Requirements identification using high level carotene text classification concept for distributed agile team communication
title_full	Requirements identification using high level carotene text classification concept for distributed agile team communication
title_fullStr	Requirements identification using high level carotene text classification concept for distributed agile team communication
title_full_unstemmed	Requirements identification using high level carotene text classification concept for distributed agile team communication
title_sort	requirements identification using high level carotene text classification concept for distributed agile team communication
granting_institution	Universiti Putra Malaysia
publishDate	2019
url	http://psasir.upm.edu.my/id/eprint/83163/1/FSKTM%202019%2021%20-%20IR.pdf
_version_	1747813353416294400

Requirements identification using high level carotene text classification concept for distributed agile team communication

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