Enhancing Software Development Process (ESDP) using Data Mining Integrated Environment

Rahman, Ziaur

dc.contributor.author	Rahman, Ziaur
dc.date.accessioned	2020-09-18T09:36:18Z
dc.date.available	2020-09-18T09:36:18Z
dc.date.issued	2015-11-15
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dc.identifier.uri	http://hdl.handle.net/123456789/343
dc.description	Supervised by Prof. Dr. Md. Kamrul Hasan	en_US
dc.description.abstract	Nowadays, it has become a basic need to reuse existing Application Pro- gramming Interface (API), Class Libraries and frameworks for the rapid software development. Software developers often reuse this by calling the respective APIs or libraries. But in doing so, developers usually encounter di erent problems in searching for appropriate code snippets. In most cases API and Libraries are com- plex and not well structured. Online search engine consumes time in searching, yet match is not that relevant and representation is not good. To get a suggestion according to the query we can nd that snippet using code search engines. In some cases database dependent searching and remote web server based mined repository searching bring problem to the developers. Finding an API recommendation in code search engine often deal with extra-large les that eventually slows down soft- ware development process. We have searched for a solution throughout our work and tried to bring a better outcome. As an alternative action we have implemented a system what we call \Enhancing Software Development Process (ESDP)" tool that is able to provide an e cient and working integrated environment to the developers with a better abstraction and representation of the search results and programmer's need to be derived from the source codes. We also have built and applied an XML based enriched repository to get recommendation from the mined repository in the client side without interacting with the Internet dependent server to save complications and times. ESDP provides the most relevant code skeletons or mapping to developers using graph based representation. We have evaluated that ESDP boosts up the software development process enough particularly by reducing the response time in the coding phase. By giving a number of queries for an API, ESDP gathers more relevant source snippets through data mining. We have evaluated the e ciency of ESDP tool using a set of various queries and com- pared with the other existing tools. The results show that in di erent experiments ESDP consumes quite less time than some of the updated approaches to nd the code snippet solution.	en_US
dc.language.iso	en	en_US
dc.publisher	Department of Computer Science and Engineering (CSE), Islamic University of Technology (IUT), Board Bazar, Gazipur-1704, Bangladesh	en_US
dc.subject	ESDP, DMIE, Directed Acyclic Graph (DAG), PattExplorer, Graph Isomorphism, Receiving Operating Characteristics (ROC).	en_US
dc.title	Enhancing Software Development Process (ESDP) using Data Mining Integrated Environment	en_US
dc.type	Thesis	en_US