Software warehouse and software mining : the impact of data mining to software engineering

Dai, Honghua 2003, Software warehouse and software mining : the impact of data mining to software engineering, in InTech'03 : Proceedings of the Fourth International Conference on Intelligent Technologies 2003, Chiang Mai University, Institute for Science and Technology Research and Development, Chiang Mai, Thailand.

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Title Software warehouse and software mining : the impact of data mining to software engineering
Author(s) Dai, Honghua
Conference name International Conference on Intelligent Technologies (4th : 2007 : Thailand)
Conference location Chiang Mai, Thailand
Conference dates 17-19 December 2003
Title of proceedings InTech'03 : Proceedings of the Fourth International Conference on Intelligent Technologies 2003
Editor(s) Sompong, Dhompongsa
Nipon, Theera-Umpon
Sansanee, Auephanwiriyakul
Publication date 2003
Conference series International Conference on Intelligent Technologies
Publisher Chiang Mai University, Institute for Science and Technology Research and Development
Place of publication Chiang Mai, Thailand
Keyword(s) informations systems
software engineering
database applications
Summary Automating Software Engineering is the dream of software Engineers for decades. To make this dream to come to true, data mining can play an important role. Our recent research has shown that to increase the productivity and to reduce the cost of software development, it is essential to have an effective and efficient mechanism to store, manage and utilize existing software resources, and thus to automate software analysis, testing, evaluation and to make use of existing software for new problems. This paper firstly provides a brief overview of traditional data mining followed by a presentation on data mining in broader sense. Secondly, it presents the idea and the technology of software warehouse as an innovative approach in managing software resources using the idea of data warehouse where software assets are systematically accumulated, deposited, retrieved, packaged, managed and utilized driven by data mining and OLAP technologies. Thirdly, we presented the concepts and technology and their applications of data mining and data matrix including software warehouse to software engineering. The perspectives of the role of software warehouse and software mining in modern software development are addressed. We expect that the results will lead to a streamlined high efficient software development process and enhance the productivity in response to modern challenges of the design and development of software applications.
ISBN 9746581511
9789746581516
Language eng
Field of Research 080105 Expert Systems
Socio Economic Objective 970108 Expanding Knowledge in the Information and Computing Sciences
HERDC Research category E1 Full written paper - refereed
Persistent URL http://hdl.handle.net/10536/DRO/DU:30005068

Document type: Conference Paper
Collection: School of International and Political Studies
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