An introduction to software mining

Publication Type:
Conference Proceeding
Citation:
Frontiers in Artificial Intelligence and Applications, 2012, 246 pp. 312 - 323
Issue Date:
2012-01-01
Metrics:
Full metadata record
Files in This Item:
Filename Description Size
introtosoftwaremining.pdfPublished version221.73 kB
Adobe PDF
Software mining is related to both data mining and reverse engineering. It is focused on mining software artefacts such as code bases, program states and structural entities for useful information related to the characteristics of a system. This paper provides an introduction to the field. It first reviews a representative selection of the ways software mining has been applied. It then divides software mining into three subcategories and explains each one in detail. Finally this paper summarises some of the advantages and limitations of software mining, both now and in the future. These advantages and limitations have been informed by the author's own research applying software mining to the field of User Interface generation. © 2012 The authors and IOS Press. All rights reserved.
Please use this identifier to cite or link to this item: