Enhancing software development process using automated adaptation of object ensembles

Software development has been changing rapidly. This development process can be influenced through changing developer friendly approaches. We can save time consumption and accelerate the development process if we can automatically guide programmer during the software development. There are some approaches that recommend relevant code snippets and API-items to the developer. Some approaches apply general code, searching techniques and some approaches use an online based repository mining strategies. But it gets quite difficult to help programmers when they need particular type conversion problems especially when they want to adapt existing interfaces according to their expectation. One of the familiar triumphs to guide developers in such situation is adapting collections and arrays through automated adaptation of object ensembles. But how does it help a novice developer in real time software development that is not explicitly specified. In this paper, we have developed a system that works as a plug-in tool integrated with a particular Data Mining Integrated environment (DMIE) to recommend relevant interface while they seek for a type conversion situation. We have a mined repository of respective adapter classes and related APIs from where developer, search their query and get their result using the relevant transformer classes. The system that recommends developers titled automated objective ensembles (AOE plug-in). From the investigation as we have ever made, we can see that our approach much better than some of the existing approaches.