کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
492894 721660 2014 9 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
Clustering Software Components for Program Restructuring and Component Reuse Using Hybrid XNOR Similarity Function
موضوعات مرتبط
مهندسی و علوم پایه مهندسی کامپیوتر علوم کامپیوتر (عمومی)
پیش نمایش صفحه اول مقاله
Clustering Software Components for Program Restructuring and Component Reuse Using Hybrid XNOR Similarity Function
چکیده انگلیسی

Component based software development has gained a lot of practical importance in the field of software engineering from academic researchers and also from industry perspective. Finding components for efficient software reuse is one of the important problems aimed by researchers. Clustering reduces the search space of components by grouping similar entities together thus ensuring reduced time complexity as it reduces the search time for component retrieval. In this research, we instigate a generalized approach for clustering a given set of documents or software components by defining a similarity function called hybrid XNOR function to find degree of similarity between two document sets or software components. A similarity matrix is obtained for a given set of documents or components by applying hybrid XNOR function. We define and design the algorithm for component or document clustering which has the input as similarity matrix and output being set of clusters. The output is a set of highly cohesive pattern groups or components.

ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Procedia Technology - Volume 12, 2014, Pages 246-254