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检索条件"任意字段=IEEE Working Conference on Source Code Analysis and Manipulation"

共 958 条记录，以下是71-80 订阅

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Recommending Insightful Comments for source code using Crowdsourced Knowledge 15

Recommending Insightful Comments for Source Code using Crowd...

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15th ieee International working conference on source code analysis and manipulation (SCAM)

作者： Rahman, Mohammad Masudur Roy, Chanchal K. Keivanloo, Iman Univ Saskatchewan Saskatoon SK S7N 0W0 Canada Queens Univ Kingston ON K7L 3N6 Canada

ISBN: (纸本)9781467375290

Recently, automatic code comment generation is proposed to facilitate program comprehension. Existing code comment generation techniques focus on describing the functionality of the source code. However, there are other aspects such as insights about quality or issues of the code, which are overlooked by earlier approaches. In this paper, we describe a mining approach that recommends insightful comments about the quality, deficiencies or scopes for further improvement of the source code. First, we conduct an exploratory study that motivates crowdsourced knowledge from Stack Overflow discussions as a potential resource for source code comment recommendation. Second, based on the findings from the exploratory study, we propose a heuristic-based technique for mining insightful comments from Stack Overflow Q & A site for source code comment recommendation. Experiments with 292 Stack Overflow code segments and 5,039 discussion comments show that our approach has a promising recall of 85.42%. We also conducted a complementary user study which confirms the accuracy and usefulness of the recommended comments.

关键词： Stack Overflow code examples program analysis code insight comment recommendation

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On the Use of Context in Recommending Exception Handling code Examples 14

On the Use of Context in Recommending Exception Handling Cod...

引用

14th ieee International working conference on source code analysis and manipulation (SCAM)

作者： Rahman, Mohammad Masudur Roy, Chanchal K. Univ Saskatchewan Dept Comp Sci Saskatoon SK S7N 0W0 Canada

ISBN: (纸本)9780769553047

Studies show that software developers often either misuse exception handling features or use them inefficiently, and such a practice may lead an undergoing software project to a fragile, insecure and non-robust application system. In this paper, we propose a context-aware code recommendation approach that recommends exception handling code examples from a number of popular open source code repositories hosted at GitHub. It collects the code examples exploiting GitHub code search API, and then analyzes, filters and ranks them against the code under development in the IDE by leveraging not only the structural (i.e., graph-based) and lexical features but also the heuristic quality measures of exception handlers in the examples. Experiments with 4,400 code examples and 65 exception handling scenarios as well as comparisons with four existing approaches show that the proposed approach is highly promising.

关键词： Exception handler context-relevance lexical similarity structural similarity

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JSNOSE: Detecting JavaScript code Smells

JSNOSE: Detecting JavaScript Code Smells

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13th ieee International working conference on source code analysis and manipulation (SCAM)

作者： Fard, Amin Milani Mesbah, Ali Univ British Columbia Vancouver BC V5Z 1M9 Canada

ISBN: (纸本)9781467357395

JavaScript is a powerful and flexible prototype-based scripting language that is increasingly used by developers to create interactive web applications. The language is interpreted, dynamic, weakly-typed, and has first-class functions. In addition, it interacts with other web languages such as CSS and HTML at runtime. All these characteristics make JavaScript code particularly error-prone and challenging to write and maintain. code smells are patterns in the source code that can adversely influence program comprehension and maintainability of the program in the long term. We propose a set of 13 JavaScript code smells, collected from various developer resources. We present a JavaScript code smell detection technique called JSNOSE. Our metric-based approach combines static and dynamic analysis to detect smells in client-side code. This automated technique can help developers to spot code that could benefit from refactoring. We evaluate the smell finding capabilities of our technique through an empirical study. By analyzing 11 web applications, we investigate which smells detected by JSNOSE are more prevalent.

关键词： JavaScript code smell web applications smell detection

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The Strengths and Behavioral Quirks of Java Bytecode Decompilers 19

The Strengths and Behavioral Quirks of Java Bytecode Decompi...

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19th ieee International working conference on source code analysis and manipulation (SCAM)

作者： Harrand, Nicolas Soto-Valero, Cesar Monperrus, Martin Baudry, Benoit KTH Royal Inst Technol Stockholm Sweden

ISBN: (纸本)9781728149370

During compilation from Java source code to byte-code, some information is irreversibly lost. In other words, compilation and decompilation of Java code is not symmetric. Consequently, the decompilation process, which aims at producing source code from bytecode, must establish some strategies to reconstruct the information that has been lost. Modern Java decompilers tend to use distinct strategies to achieve proper decompilation. In this work, we hypothesize that the diverse ways in which bytecode can be decompiled has a direct impact on the quality of the source code produced by decompilers. We study the effectiveness of eight Java decompilers with respect to three quality indicators: syntactic correctness, syntactic distortion and semantic equivalence modulo inputs. This study relies on a benchmark set of 14 real-world open-source software projects to be decompiled (2041 classes in total). Our results show that no single modern decompiler is able to correctly handle the variety of bytecode structures coming from real-world programs. Even the highest ranking decompiler in this study produces syntactically correct output for 84% of classes of our dataset and semantically equivalent code output for 78% of classes.

关键词： Java bytecode decompilation reverse engineering source code analysis

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Graal: The Quest for source code Knowledge 18

Graal: The Quest for Source Code Knowledge

引用

18th ieee International working conference on source code analysis and manipulation (SCAM)

作者： Cosentino, Valerio Duenas, Santiago Zerouali, Ahmed Robles, Gregorio Gonzalez-Barahona, Jesus M. Bitergia Madrid Spain Univ Rey Juan Carlos Madrid Spain

ISBN: (纸本)9781538682906

source code analysis tools are designed to analyze code artifacts with different intents, which span from improving the quality and security of the software to easing refactoring and reverse engineering activities. However, most tools do not come with features to periodically schedule their analysis or to be executed on a battery of repositories, and lack support to combine their results with other analysis tools. Thus, researchers and practitioners are often forced to develop ad-hoc scripts to meet their needs. This comes at the risk of obtaining wrong results (because of the lack of testing) and of hindering replication by other research teams. In addition, the resulting scripts are often not meant to be customized nor designed for incrementality, scalability and extensibility. In this paper we present Graal, which empowers users with a customizable, scalable and incremental approach to conduct source code analysis and enables relating the obtained results with other software project data. Graal leverages on and extends the functionalities of GrimoireLab, a strong free software tool developed by Bitergia, a company devoted to offer commercial software development analytics, and part of the CHAOSS project of the Linux Foundation.

关键词： Software mining empirical software engineering open source software development software analytics

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Augur: Incorporating Hidden Dependencies and Variable Granularity in Change Impact analysis 16

Augur: Incorporating Hidden Dependencies and Variable Granul...

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16th ieee International working conference on source code analysis and manipulation (SCAM)

作者： Sharma, Tushar Suryanarayana, Girish Athens Univ Econ & Business Dept Management Sci & Technol Athens Greece Siemens Technol & Serv Pvt Ltd Corp Res & Technol Ctr Bangalore Karnataka India

ISBN: (纸本)9781509038497

Software change impact analysis (CIA) methods enable developers to understand potential impacts of a code change so that the change can be executed confidently without affecting reliability of the software. However, existing CIA approaches do not support CIA for all source code granularities. Additionally, they lack support for inter-granular change impact queries and hidden dependencies. This paper introduces Augur, an automated static code analysis-based CIA approach that addresses these shortcomings. Augur infers and maintains semantic and environment dependencies along with data and control dependencies between source code entities across granularities. Additionally, Augur uses Change Impact Query Language, a novel query language for impact analysis proposed in this paper, to support inter-granular CIA queries with batch querying feature. Augur has been realized as a Visual Studio extension called Augur-Tool. We have conducted quantitative evaluation on two open-source and two industrial projects to assess the accuracy of the tool. Results from the evaluation indicate that Augur provides CIA with high accuracy (average precision 55% and average recall 85%).

关键词： Change Impact analysis Change Impact Query Language Semantic dependency Environment dependency

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Obfuscating Java Programs by Translating Selected Portions of Bytecode to Native Libraries 18

Obfuscating Java Programs by Translating Selected Portions o...

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18th ieee International working conference on source code analysis and manipulation (SCAM)

作者： Pizzolotto, Davide Ceccato, Mariano Fdn Bruno Kessler Trento Italy Univ Trento Trento Italy

ISBN: (纸本)9781538682906

code obfuscation is a popular approach to turn program comprehension and analysis harder, with the aim of mitigating threats related to malicious reverse engineering and code tampering. However, programming languages that compile to high level bytecode (e.g., Java) can be obfuscated only to a limited extent. In fact, high level bytecode still contains high level relevant information that an attacker might exploit. In order to enable more resilient obfuscations, part of these programs might be implemented with programming languages (e.g., C) that compile to low level machine-dependent code. In fact, machine code contains and leaks less high level information and it enables more resilient obfuscations. In this paper, we present an approach to automatically translate critical sections of high level Java bytecode to C code, so that more effective obfuscations can be resorted to. Moreover, a developer can still work with a single programming language, i.e., Java.

关键词： source code translation Program transformation code obfuscation

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Analyzing the Effect of Preprocessor Annotations on code Clones

Analyzing the Effect of Preprocessor Annotations on Code Clo...

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11th ieee International working conference on source code analysis and manipulation/ieee International conference on Software Maintenance/ieee International Symposium on Web Systems Evolution/VISSOFT/MESOCA

作者： Schulze, Sandro Juergens, Elmar Feigenspan, Janet Univ Magdeburg D-39106 Magdeburg Germany Tech Univ Munich Munich Germany

ISBN: (纸本)9780769543475

The C preprocessor cpp is a powerful and language-independent tool, widely used to implement variable software in different programming languages (C, C++) using conditional compilation. Preprocessor annotations can used on different levels of granularity such as functions or statements. In this paper, we investigate whether there is a relation between code clones and preprocessor annotations. Specifically, we address the question whether the discipline of annotation has an effect on code clones. To this end, we perform a case study on fifteen different C programs and analyze them regarding code clones and # ifdef occurrences. We found only minor effects of annotations on code clones, but a relationship between annotations that align with the code structure (and code clones). With this work, we provide new insights why code clones occur in C programs. Furthermore, the results can support the decision whether or not it is beneficial to remove clones.

关键词： #ifdef occurrences Algorithm design and analysis C language C preprocessor C preprocessor C programs Cloning Programming Software systems Synchronization XML code clones code clones cpp empirical study language independent tool preprocessor annotations pr

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Transforming C++11 code to C++03 to Support Legacy Compilation Environments 16

Transforming C++11 Code to C++03 to Support Legacy Compilati...

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16th ieee International working conference on source code analysis and manipulation (SCAM)

作者： Antal, Gabor Havas, David Siket, Istvan Beszedes, Arpad Ferenc, Rudolf Mihalicza, Jozsef Univ Szeged Dept Software Engn Szeged Hungary NNG LLC Budapest Hungary

ISBN: (纸本)9781509038497

Newer technologies - programming languages, environments, libraries - change very rapidly. However, various internal and external constraints often prevent projects from quickly adopting to these changes. Customers may require specific platform compatibility from a software vendor, for example. In this work, we deal with such an issue in the context of the C++ programming language. Our industrial partner is required to use SDKs that support only older C++ language editions. They, however, would like to allow their developers to use the newest language constructs in their code. To address this problem, we created a source code transformation framework to automatically backport source code written according to the C++11 standard to its functionally equivalent C++03 variant. With our framework developers are free to exploit the latest language features, while production code is still built by using a restricted set of available language constructs. This paper reports on the technical details of the transformation engine, and our experiences in applying it on two large industrial code bases and four open-source systems. Our solution is freely available and open-source.

关键词： C plus source code transformation legacy systems language backporting

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Subclass Instantiation Distribution

Subclass Instantiation Distribution

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10th ieee working conference on source code analysis and manipulation (SCAM)

作者： Wheeler, Amy Binkley, Dave Loyola Univ Maryland Baltimore MD 21210 USA

ISBN: (纸本)9780769541785

During execution, an objected-oriented program typically creates a large number of objects. This research considers the distribution of those objects that share a common superclass. If this distribution is uniform then all subclasses are equally likely to be instantiated. However, if not, then the lack of uniformity can be exploited by giving preferential treatment to the dominant class (or classes). For example, a tester might spend greater testing resources on the dominant class while an engineer refactoring the code might begin with a more dominant class. An experiment designed to investigate the distribution of subclass instantiations was performed using eight Java programs containing almost half a million lines of code and just over three thousand classes. The results show that outside a few infrequent instances, most distributions are heavily skewed.

关键词： Class Hierarchy Dynamic analysis Java Java program dominant class instantiation distribution object-oriented programming objected oriented program testing resource

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