Data Mining Software Engineering Software Development Data Mining Quality Management
Issue Date:
2014
Publisher:
Institute of Mathematics and Informatics Bulgarian Academy of Sciences
Citation:
Serdica Journal of Computing, Vol. 8, No 2, (2014), 183p-198p
Abstract:
Computer software plays an important role in business, government, society
and sciences. To solve real-world problems, it is very important
to measure the quality and reliability in the software development life cycle
(SDLC). Software Engineering (SE) is the computing field concerned with
designing, developing, implementing, maintaining and modifying software.
The present paper gives an overview of the Data Mining (DM) techniques
that can be applied to various types of SE data in order to solve the challenges
posed by SE tasks such as programming, bug detection, debugging
and maintenance. A specific DM software is discussed, namely one of the
analytical tools for analyzing data and summarizing the relationships that
have been identified. The paper concludes that the proposed techniques of
DM within the domain of SE could be well applied in fields such as Customer
Relationship Management (CRM), eCommerce and eGovernment. ACM Computing Classification System (1998): H.2.8.
