| enhance fault localization using a 3d surface representation | |
| Shi Qiong; Zhang Zhenyu; Liu Zhifang; Gao Xiaopeng | |
| 2010 | |
| 会议名称 | 2nd International Conference on Computer Research and Development, ICCRD 2010 |
| 会议录名称 | 2nd International Conference on Computer Research and Development, ICCRD 2010 |
| 页码 | 720-724 |
| 会议日期 | May 7, 201 |
| 会议地点 | Kuala Lumpur, Malaysia |
| 收录类别 | ei |
| 出版地 | United States |
| ISBN | 9780770000000 |
| 部门归属 | (1) School of Electronics and Computer Science and Technology, North University of China, Taiyuan, China; (2) State Key Laboratory of Computer Science, Institute of Software, Chinese Academy of Sciences, Beijing, China; (3) School of Computer Science and Technology, Beihang University, Beijing, China |
| 摘要 | Debugging is a difficult and time-consuming task in software engineering. To locate faults in programs, a statistical fault localization technique makes use of program execution statistics and employs a suspiciousness function to assess the relation between program elements and faults. In this paper, we develop a novel localization technique by using a 3D surface to visualize previous suspiciousness functions and using fault patterns to enhance such a 3D surface. By clustering realistic faults, we determine various fault patterns and use 3D points to represent them. We employ spline method to construct a 3D surface from those 3D points and build our suspiciousness function. Empirical evaluation on a common data set, Siemens suite, shows that the result of our technique is more effective than four existing representative such techniques. © 2010 IEEE. |
| 关键词 | Data Mining Program Debugging Software Engineering Three Dimensional Visualization |
| 主办者 | Int. Assoc. Comput. Sci. Inf. Technol. (IACSIT) |
| 语种 | 英语 |
| 内容类型 | 会议论文 |
| URI标识 | http://ir.iscas.ac.cn/handle/311060/8750 |
| 专题 | 2010软件所会议论文 |
| 推荐引用方式 GB/T 7714 | Shi Qiong,Zhang Zhenyu,Liu Zhifang,et al. enhance fault localization using a 3d surface representation[C]. United States,2010:720-724. |
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