第一届软件挖掘国际研讨会论文集

Ming Li, Hongyu Zhang, D. Lo
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引用次数: 2

摘要

软件系统在商业、科学研究和我们的日常生活中一直扮演着重要的角色。提高软件的生产力和质量是至关重要的,这是软件工程研究者和实践者面临的主要挑战。近年来,软件挖掘已经成为解决这些挑战的一种很有前途的方法。它已经成功地应用于从软件工件(例如,规格说明、源代码、文档、执行日志和bug报告)中发现知识,以改进软件质量和开发过程(例如,获得导致软件质量差的原因的见解,帮助软件工程师快速定位和识别问题,并帮助管理人员优化资源以获得更好的生产力)。软件挖掘已经引起了软件工程和数据挖掘社区的广泛关注。首届软件挖掘国际研讨会(SoftwareMining-2012)旨在通过为对软件挖掘感兴趣的研究人员提供一个开放和互动的论坛,讨论软件挖掘的方法和技术基础,挖掘各种类型软件相关数据的方法和技术,以及数据挖掘在软件工程中促进专业任务的应用,从而在数据挖掘界和软件工程界的研究之间架起一座桥梁。来自不同背景的数据挖掘或软件工程的参与者可以通过分享他们的专业知识、交流思想和讨论新的研究成果而受益。
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Proceedings of the First International Workshop on Software Mining
Software systems have been playing important roles in business, scientific research, and our everyday lives. It is critical to improve both software productivity and quality, which are major challenges to software engineering researchers and practitioners. In recent years, software mining has emerged as a promising means to address these challenges. It has been successfully applied to discover knowledge from software artifacts (e.g., specifications, source code, documentations, execution logs, and bug reports) to improve software quality and development process (e.g., to obtain the insights for the causes leading to poor software quality, to help software engineers locate and identify problems quickly, and to help the managers optimize the resources for better productivity). Software mining has attracted much attention in both software engineering and data mining communities. The first International Workshop on Software Mining (SoftwareMining-2012) aims to bridge research in the data mining community and software engineering community by providing an open and interactive forum for researchers who are interested in software mining to discuss the methodologies and technical foundations of software mining, approaches and techniques for mining various types of software-related data, applications of data mining to facilitate specialized tasks in software engineering. The participants of diverse background in either data mining or software engineering can benefit from this workshop by sharing their expertise, exchanging ideas and discussing new research results.
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