Application of machine intelligence-based knowledge graphs for software engineering

Title

Application of machine intelligence-based knowledge graphs for software engineering

Creator

Althar R.R.; Samanta D.

Description

This chapter focuses on knowledge graphs application in software engineering. It starts with a general exploration of artificial intelligence for software engineering and then funnels down to the area where knowledge graphs can be a good fit. The focus is to put together work done in this area and call out key learning and future aspirations. The knowledge management system's architecture, specific application of the knowledge graph in software engineering like automation of test case creation and aspiring to build a continuous learning system are explored. Understanding the semantics of the knowledge, developing an intelligent development environment, defect prediction with network analysis, and clustering of the graph data are exciting explorations. 2021, IGI Global.

Source

Methodologies and Applications of Computational Statistics for Machine Intelligence, pp. 186-202.

Date

2021-01-01

Publisher

IGI Global

Coverage

Althar R.R., Christ (Deemed to be University), QMS, First American India, Bangalore, India; Samanta D., Department of Computer Science, CHRIST (Deemed to be University), Bangalore, India

Rights

Restricted Access

Relation

ISBN: 978-179987703-5; 978-179987701-1

Format

Online

Language

English

Type

Book chapter

Identifier

https://doi.org/10.4018/978-1-7998-7701-1.ch010

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