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The exponential growth of Web images has created a compelling need for innovative methods to retrieve and manage them. Automatic image annotation is an effective way for resolving this problem. In this paper, we propose a novel system that automatically annotates images by semantic corpus which is constructed by mining Web image data. It includes three parts: 1) constructing the semantic annotation...
Typically, software libraries provide API documentation, through which developers can learn how to use libraries correctly. However, developers may still write code inconsistent with API documentation and thus introduce bugs, as existing research shows that many developers are reluctant to carefully read API documentation. To find those bugs, researchers have proposed various detection approaches...
Better orderings of test cases can detect faults in less time with fewer resources, and thus make the debugging process earlier and accelerate software delivery. As a result, test case prioritization has become a hot topic in the research of regression testing. With the popularity of using the JUnit testing framework for developing Java software, researchers also paid attention to techniques for prioritizing...
Software testing is one of the most important techniques used to assure the quality of Web services at present. Test-data generation is an important topic in Web services testing. The quality of test data will influence the efficiency and cost when testing Web services. Based on the contract-based mutation testing technique, this paper presents a method of automated test-data generation for Web services...
Software debugging is time-consuming and effort-consuming. Although software debugging, especially fault-localization, has been studied for long, few practical debugging tools have been developed and used by the industry. In this paper we present VIDA, a visual interactive debugging tool, which has been integrated with the Eclipse Integrated Development Environment to support a programmer's debugging...
Modern software applications require internationalization to be distributed to different regions of the world. In various situations, many software applications are not internationalized at early stages of development. To internationalize such an existing application, developers need to externalize some hard-coded constant strings to resource files, so that translators can easily translate the application...
Software internationalization is often necessary when distributing software applications to different regions around the world. In many cases, developers often do not internationalize a software application at the beginning of the development stage. To internationalize such an existing application, developers need to externalize some hard-coded constant strings to resource files, so that translators...
Temporal specifications can describe the legal call sequences of API libraries. With these specifications, verification tools can find defects in existing clients automatically. However, temporal specifications are often not provided due to the high cost of writing them manually or being out-of-date due to the rapid evolution of software. As API clients contain many usages of libraries including temporal...
AprioriAll and AprioriSome are very famous algorithms for mining sequential patterns, which are used to find motifs on a fixed min-support number. In this paper, we contribute a new algorithm that can find all motifs on any min-support numbers.
An open source project typically maintains an open bug repository so that bug reports from all over the world can be gathered. When a new bug report is submitted to the repository, a person, called a triager, examines whether it is a duplicate of an existing bug report. If it is, the triager marks it as duplicate and the bug report is removed from consideration for further work. In the literature,...
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