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Titlebook: Recommendation Systems in Software Engineering; Martin P. Robillard,Walid Maalej,Thomas Zimmermann Book 2014 Springer-Verlag Berlin Heidel

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發(fā)表于 2025-3-21 19:18:06 | 只看該作者 |倒序?yàn)g覽 |閱讀模式
書目名稱Recommendation Systems in Software Engineering
編輯Martin P. Robillard,Walid Maalej,Thomas Zimmermann
視頻videohttp://file.papertrans.cn/825/824115/824115.mp4
概述First book to highlight recommendation systems in high-tech fields in general and in software engineering in particular.Unique focus on systems issues like system architectures, specific applications
圖書封面Titlebook: Recommendation Systems in Software Engineering;  Martin P. Robillard,Walid Maalej,Thomas Zimmermann Book 2014 Springer-Verlag Berlin Heidel
描述.With the growth of public and private data stores and the emergence of off-the-shelf data-mining technology, recommendation systems have emerged that specifically address the unique challenges of navigating and interpreting software engineering data..This book collects, structures and formalizes knowledge on recommendation systems in software engineering. It adopts a pragmatic approach with an explicit focus on system design, implementation, and evaluation. The book is divided into three parts: “Part I – Techniques” introduces basics for building recommenders in software engineering, including techniques for collecting and processing software engineering data, but also for presenting recommendations to users as part of their workflow.?“Part II – Evaluation” summarizes methods and experimental designs for evaluating recommendations in software engineering.?“Part III – Applications” describes needs, issues and solution concepts involved in entire recommendation systems for specific software engineering tasks, focusing on the engineering insights required to make effective recommendations. The book is complemented by the webpage rsse.org/book, which includes free supplemental materia
出版日期Book 2014
關(guān)鍵詞Code Reuse; Data Mining; Program Transformation; Recommender Systems; Requirements Engineering; Software
版次1
doihttps://doi.org/10.1007/978-3-642-45135-5
isbn_softcover978-3-662-52404-6
isbn_ebook978-3-642-45135-5
copyrightSpringer-Verlag Berlin Heidelberg 2014
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Simulationpplied in practice. From these examples, we extract some general strengths and weaknesses of the use of simulation to evaluate RSSEs. We also explore prospects for making more extensive use of simulation in the future.
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Recommending Program Transformations this chapter describes two concrete example-based program transformation approaches in detail, Sydit and Lase. These two approaches are selected for an in-depth discussion, because they handle the issue of both recommending change locations and applying transformations, and they are specifically de
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Book 2014ibes needs, issues and solution concepts involved in entire recommendation systems for specific software engineering tasks, focusing on the engineering insights required to make effective recommendations. The book is complemented by the webpage rsse.org/book, which includes free supplemental materia
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ot in terms of a local or global explanation. The current approach for XAI for RL is Policy summarization?[.], typically by visual, gradient based methods. Policy summarization characterizes a path a policy would take or feature effects on a policy through a path. Visual explanations consist of feat
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