计算机科学 ›› 2017, Vol. 44 ›› Issue (Z6): 495-498.doi: 10.11896/j.issn.1002-137X.2017.6A.110
马赛,董东
MA Sai and DONG Dong
摘要： Large Class(上帝类)是面向对象设计中的一种设计瑕疵。为了弥补传统Large Class检测中使用面向代码结构度量的不足,提出基于潜在语义分析的平均概念相似性度量。根据源代码中提取的标识符和注释形成词-文档矩阵,在潜在语义空间下计算方法间的相似度,进而得到类的平均概念相似性；并将概念性度量与代码圈复杂度结合以对Large Class进行识别。在开源的Code Smell检测数据集Landfill上进行实验,结果表明,与传统上使用结构信息对Large Class进行检测相比,使用该方法时检测的准确率和召回率均得到了一定提升。
| [1] FOWLER M.Refactoring:Improving the Design of ExistingCode[C]∥Xp Universe & First Agile Universe Conference on Extreme Programming & Agile Methods-Xp/agile Universe.Springer-Verlag,1999:256. [2] TRAVASSOS G,SHULL F,FREDERICKS M,et al.Detecting defects in object-oriented designs:using reading techniques to increase software quality[J].Acm Sigplan Notices,1999,34(10):47-56. [3] CHIDAMBER S R,KEMERER C F.A metrics suite for object oriented design[J].IEEE Transactions on Software Enginee-ring,1994,20(6):476-493. [4] CARNEIRO G D F,SILVA M,MARA L,et al.Identifying Code Smells with Multiple Concern Views[C]∥Brazilian Symposium on Software Engineering.IEEE Computer Society,2010:128-137. [5] BAKER B S.On finding duplication and near-duplication in large software systems[C]∥Proceedings of Working Conference on Reverse Engineering,1995.1995:86-95. [6] MARINESCU R.Measurement and Quality in Object-Oriented Design[J].Proceedings IEEE International Conference on Software Maintenance,2005,2005:701-704. [7] TSANTALIS N,Chatzigeorgiou A.Identification of Extract Me-thod Refactoring Opportunities[C]∥European Conference on Software Maintenance and Reengineering.IEEE Computer Society,2009:119-128. [8] REDDY K R,RAO A A.Dependency oriented complexity metrics to detect rippling related design defects[J].Acm Sigsoft Software Engineering Notes,2009,34(4):1-7. [9] OLBRICH S,CRUZES D S,BASILI V,et al.The evolution and impact of code smells:A case study of two open source systems[C]∥International Symposium on Empirical Software Engineering and Measurement.IEEE Computer Society,2009:390-400. [10] JIANG D,MA P,SU X,et al.Detection and Refactoring of BAD Smell Caused by Large Scale[J].International Journal of Software Engineering & Applications,2013,4(5). [11] SIMON F,FRANK S,LEWERENTZ C.Metrics based refacto-ring[C]∥European Conference on Software Maintenance and Reengineering.IEEE,2001:30-38. [12] MARCUS A,POSHYVANYK D.The Conceptual Cohesion of Classes[C]∥2013 IEEE International Conference on Software Maintenance.IEEE Computer Society,2005:133-142. [13] DEERWESTER S,DUMAIS S T,FURNAS G W,et al.Indexing by latent semantic analysis[J].Journal of the American Society for Information Science,1990,41(6):391-407. [14] 王宁.浅析潜在语义分析的原理及其应用[J].新世纪图书馆,2007(5):67-70. [15] KUHN A,DUCASSE S,GI＾RBA T.Semantic clustering:Identifying topics in source code[J].Information & Software Techno-logy,2007,49(3):230-243. [16] FOLTZ P W,KINTSCH W,LANDAUER T K,et al.Running head:Textual coherence using latent semantic analysis,The Measurement of Textual Coherence with Latent Semantic Analysis.https://core.ac.uk/display/20832868. [17] MALETIC J I,MARCUS A.Using latent semantic analysis to identify similarities in source code to support program understanding[C]∥IEEE International Conference on TOOLS with Artificial Intelligence.IEEE Computer Society,2000:46-53. [18] MCCABE T J.A Complexity Measure[J].IEEE Transactions on Software Engineering,1976,SE-2(SE-2):308-320. [19] PALOMBA F,NUCCI D D,TUFANO M,et al.Landfill:AnOpen Dataset of Code Smells with PublicEvaluation[C]∥Mining Software Repositories.IEEE,2015:482-48. [20] 廖兴,尹俊文,蔡放.基于Java语言的抽象语法树的创建与遍历[J].长沙大学学报,2004,18(4):50-53. [21] WILD F.An LSA Package for R.http://npn.wu-wien.ac.at/research/putblications/bb7s/pdf. |
| No related articles found! |
|
||
首页