Title :
Retrieving design patterns by case-based reasoning and Formal Concept Analysis
Author :
Muangon, Weenawadee ; Intakosum, Sarun
Author_Institution :
Dept. of Math. & Comput. Sci., King Mongkut´´s Inst. of Technol. Ladkrabang, Bangkok, Thailand
Abstract :
Design patterns are applied to solve the recurring software design problems. Unfortunately, choosing appropriate design patterns for the specific design problem is considered a difficult task. A search tool is, therefore, needed to supports selection. However, the existing design pattern searching methodologies generally have problems on keyword-search problem. In this paper, we proposed an initial model to solve the problem by using Case-Based Reasoning (CBR) and Formal Concept Analysis (FCA). For the proposed model, a case base is created to represent design patterns. FCA is used to be case organization that analyze case base for obtain knowledge embedded. The knowledge can suggest suitable indexes to use for new problem. This method is beneficial for learning index. This paper discusses the basis theoretical of representation and retrieval design patterns for this inprogress research, along with some preliminary result.
Keywords :
case-based reasoning; indexing; information retrieval; knowledge representation; learning (artificial intelligence); object-oriented programming; Knowledge representation; case-based reasoning; formal concept analysis; keyword-search problem; learning index; pattern search methodology; software design pattern; Computer science; Design engineering; Information retrieval; Laboratories; Mathematics; Pattern analysis; Problem-solving; Software design; Software systems; Systems engineering and theory; Case Based Reasoning; Design pattern; Design pattern retrieval; Formal Concept Analysis; Knowledge representation;
Conference_Titel :
Computer Science and Information Technology, 2009. ICCSIT 2009. 2nd IEEE International Conference on
Conference_Location :
Beijing
Print_ISBN :
978-1-4244-4519-6
Electronic_ISBN :
978-1-4244-4520-2
DOI :
10.1109/ICCSIT.2009.5234534