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检索条件"任意字段=19th International Conference on Software Engineering and Knowledge Engineering"

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Source Code Recommender Systems: the Practitioners' Perspective 23

Source Code Recommender Systems: The Practitioners' Perspect...

引用

45th IEEE/ACM international conference on software engineering (ICSE)

作者： Ciniselli, Matteo Pascarella, Luca Aghajani, Emad Scalabrino, Simone Oliveto, Rocco Bavota, Gabriele Univ Svizzera Italiana USI SEART Software Inst Lugano Switzerland Univ Molise STAKE Lab Campobasso Italy

ISBN: (纸本)9781665457019

the automatic generation of source code is one of the long-lasting dreams in software engineering research. Several techniques have been proposed to speed up the writing of new code. For example, code completion techniques can recommend to developers the next few tokens they are likely to type, while retrieval-based approaches can suggest code snippets relevant for the task at hand. Also, deep learning has been used to automatically generate code statements starting from a natural language description. While research in this field is very active, there is no study investigating what the users of code recommender systems (i.e., software practitioners) actually need from these tools. We present a study involving 80 software developers to investigate the characteristics of code recommender systems they consider important. the output of our study is a taxonomy of 70 "requirements" that should be considered when designing code recommender systems. For example, developers would like the recommended code to use the same coding style of the code under development. Also, code recommenders being "aware" of the developers' knowledge (e.g., what are the framework/libraries they already used in the past) and able to customize the recommendations based on this knowledge would be appreciated by practitioners. the taxonomy output of our study points to a wide set of future research directions for code recommenders.

关键词： Code Recommender Systems Empirical Study Practitioners' Survey

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the Space Between Us: Bridging Human and Robotic Worlds in Space Exploration 24

The Space Between Us: Bridging Human and Robotic Worlds in S...

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19th Annual ACM/IEEE international conference on Human-Robot Interaction (HRI)

作者： Patel, Divya Dolly Geiskkovitch, Denise Y. McMaster Univ Dept Comp & Software Hamilton ON Canada

ISBN: (纸本)9798400703232

Robots are key to human space exploration goals, as they are able to perform tasks and reach locations that humans cannot. Research on Human-Robot Interaction for these types of robot applications is crucial for mission success, but relevant findings have not yet been synthesized into a corpus of knowledge. We are in the process of conducting a scoping review of Human-Robot Interaction research in the context of outer space exploration. Our initial findings suggest that space Human-Robot Interaction research falls within 8 interconnected themes. We hope that these preliminary results will be useful to researchers aiming to investigate Human-Robot Interaction for space exploration applications.

关键词： Human-robot interaction Space exploration Space robots

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ShellFusion: An Answer Generator for Shell Programming Tasks via knowledge Fusion 23

ShellFusion: An Answer Generator for Shell Programming Tasks...

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45th IEEE/ACM international conference on software engineering (ICSE)

作者： Chen, Zhongqi Zhang, Neng Si, Pengyue Chen, Qinde Liu, Chao Zheng, Zibin Sun Yat Sen Univ Sch Software Engn Guangzhou Peoples R China Chongqing Univ Sch Big Data & Software Engn Chongqing Peoples R China

ISBN: (纸本)9798350322637

Shell programming is widely used to accomplish various tasks in Unix and Linux platforms. However, the large number of shell commands available, e.g., 50,000+ commands are documented in the Ubuntu Manual Pages (MPs), makes it a big challenge for programmers to find appropriate commands for a task. Although there are some tutorials (e.g., TLDR) with examples manually created to address the challenge, the tutorials only cover a limited number of frequently used commands for shell beginners and provide limited support for users to search commands by a task. In this paper, we introduce a novel web-based tool, ShellFusion, which can automatically generate comprehensive answers (including relevant commands, scripts, and explanations) for shell programming tasks by fusing multi-source knowledge mined from Q&A posts, Ubuntu MPs, and TLDR tutorials. Our evaluation on 434 shell programming tasks shows that ShellFusion significantly outperforms the state-of-the-art approaches by at least 179.6% in terms of MRR@K and MAP@K. A user study conducted with 20 shell programmers further shows that ShellFusion can help users address programming tasks more efficiently and accurately.

关键词： Shell Programming Answer Generation knowledge Fusion

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Towards a Goal-Oriented Approach for engineering Digital Twins of Robotic Systems 19

Towards a Goal-Oriented Approach for Engineering Digital Twi...

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19th international conference on Evaluation of Novel Approaches to software engineering, ENASE 2024

作者： Raja, Jeshwitha Jesus Manjunath, Meenakshi Daun, Marian Center of Robotics Technical University of Applied Sciences Würzburg-Schweinfurt Schweinfurt Germany

ISBN: (纸本)9789897586965

In many smart manufacturing scenarios of Industry 4.0, robots play a vital role. Robotic systems allow for automatization and semi-automatization of individual work tasks using standard hardware. thus, production and assembly processes can be flexibly redefined during operation. In addition, human workers can be supported for complex and specific work tasks where full automation by industrial production systems is not possible or not cost-efficient. To monitor current process execution, to predict process outcome, and to ensure safe behavior of the robots at runtime, digital twins are seen as a vital part of future smart manufacturing. However, current industrial approaches typically define the digital twin on the go, i.e. when the factory has been build and equipped with robotic systems. thus, the absence of systematic planning of the digital twin leads to unused potential for more complex analysis, monitoring, and prediction tasks of digital twins commonly suggested in research. this is partly due to the absence of structured software and systems engineering approaches for the development of robotic systems. In this paper, we explore the use of goal modeling to systematically define the robotic system, its monitoring system, and the digital twin. Application to case examples shows that this lightweight approach aligns with industry preferences to focus on technical challenges rather than invest too much effort in a thorough yet cost intensive engineering approach, while at the same time allowing for the proper definition of robots and their digital twins. © 2024 by SCITEPRESS – Science and Technology Publications, Lda.

关键词： Robots

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Automated Model Quality Estimation and Change Impact Analysis on Model Histories 24

Automated Model Quality Estimation and Change Impact Analysi...

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46th international conference on software engineering: Companion, ICSE-Companion 2024

作者： Blaschke, Konstantin Rupert Fortiss Research Institute of the Free State of Bavaria Germany Blekinge Institute of Technology Sweden

ISBN: (纸本)9798400705021

Cyber-Physical Systems integrate hardware with software in complex applications. To mitigate the complexity, engineers rely on model-based systems engineering approaches. Updates and function enhancements lead to frequently changing design constraints and objectives. these changes increase the need to rework and extend model artifacts of the system. this can cause quality degradation over time due to modeling errors, knowledge disparities, or a lack of guidelines. To enable efficient collaboration and reduce maintenance costs in model-based systems engineering, the industry needs a cost-efficient, scalable approach to monitor model quality. the work outlines a doctoral thesis investigating the potential of automated data-driven quality assessment strategies using model artifact history and model changes. We will extract metrics and model changes to establish quality feedback for system engineers. We aim to use manual model quality assessments to incorporate domain-specific expert knowledge into the automated strategy. the main goals are to lower the effort of model quality assessments, to provide practitioners with foresight on quality development, and to estimate task effort to improve model quality. © 2024 IEEE Computer Society. All rights reserved.

关键词： Cost engineering

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Digital Twin System for River Network Based on Graph Neural Network 36

Digital Twin System for River Network Based on Graph Neural ...

引用

36th international conference on software engineering and knowledge engineering, SEKE 2024

作者： Jin, Zishuo Ye, Feng Zhang, Peng Hohai University NanJing China Jiangsu water Conservancy Engineering Planning Office NanJing China

ISBN: (纸本)1891706594

River network management presents a significant challenge in the field of water conservancy, and the subsequent advancements in digital technology offer a promising avenue for addressing this challenge. However, the utilization of cutting-edge technologies like digital twin and deep learning within the water conservancy domain remains largely experimental, hampered by the absence of applicable models, authentic scenarios, and viable solutions. To address this, we propose a river network prediction and response system based on digital twin. this system leverages an improved graph attention network to discern spatial correlations within the detection data of individual sites, integrating bidirectional long short-term memory neural network for predictive analysis. Concurrently, we have developed a suite of dynamic visualization tools designed to streamline real-time situation analysis for users. through the establishment of an interactive digital twin river network system, we furnish a fresh strategic framework for addressing water conservancy challenges. © 2024 knowledge Systems Institute Graduate School. All rights reserved.

关键词： Rivers

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software, Web and Document Accessibility Introduction to the Special thematic Session 19th

Software, Web and Document Accessibility Introduction to the...

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19th international conference on Computers Helping People with Special Needs (ICCHP)

作者： Rajh, Natasa Debevc, Matjaz Hoeckner, Klaus Koutny, Reinhard Miesenberger, Klaus Johannes Kepler Univ Linz Inst Integriert Studieren Linz Austria Univ Maribor Inst Media Commun Fac Elect Engn & Comp Sci Maribor Slovenia Hilfsgemeinschaft Blinden & Sehschwachen Osterrei Vienna Austria

ISBN: (纸本)9783031628450;9783031628467

this STS prolongs the long-lasting series of publications focusing on digital accessibility as one of the key pillars of ICCHP since its start in 1987. this session consists of a wide range of publications, which tackle different dimensions of software and document accessibility. the topics range from as wide as software engineering processes in general to as specific as an example of a concept of an accessible illustrated digital book. the vast array of interests and varying levels of specificity within different topics highlights the broadness of the research area and the ample room for further exploration.

关键词： software accessibility Digital Accessibility Web accessibility Web accessibility evaluation PDF accessibility eBooks Assistive technologies

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ReClean: Reinforcement Learning for Automated Data Cleaning in ML Pipelines 40

ReClean: Reinforcement Learning for Automated Data Cleaning ...

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40th international conference on Data engineering Workshop (ICDEW)

作者： Abdelaal, Mohamed Yayak, Anil Bora Klede, Kai Schoening, Harald Software AG Darmstadt Germany Friedrich Alexander Univ Erlangen Nueremberg Erlangen Germany

ISBN: (纸本)9798350384048;9798350384031

Addressing data quality issues is a challenging task due to the labor-intensive nature of manual data cleaning processes and the inadequacy of automated tools that lack effective repair strategies. In this paper, we introduce ReClean, a novel automated data-cleaning method, dedicated to ML pipelines, that employs reinforcement learning (RL) to optimize data-cleaning tasks. ReClean treats data cleaning as a sequential decision process, where RL agents learn to choose optimal data repair operations that improve ML model convergence and predictive performance. Our extensive experimental evaluation shows that ReClean surpasses existing baseline methods, successfully determining and applying data repair tools to enhance downstream predictive tasks automatically and without supervision.

关键词： data cleaning reinforcement learning

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An Empirical Study of License Conflict in Free and Open Source software 23

An Empirical Study of License Conflict in Free and Open Sour...

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IEEE/ACM 45th international conference on software engineering - software engineering in Practice (ICSE-SEIP)

作者： Cui, Xing Wu, Jingzheng Wu, Yanjun Wang, Xu Luo, Tianyue Qu, Sheng Ling, Xiang Yang, Mutian Chinese Acad Sci Inst Software Beijing Peoples R China Beijing ZhongKeWeiLan Technol Co Ltd Beijing Peoples R China

ISBN: (纸本)9798350300376

Free and Open Source software (FOSS) has become the fundamental infrastructure of mainstream software projects. FOSS is subject to various legal terms and restrictions, depending on the type of open source license in force. Hence it is important to remain compliant with the FOSS license terms. Identifying the licenses that provide FOSS and understanding the terms of those licenses is not easy, especially when dealing with a large amount of reuse that is common in modern software development. Since reused software is often large, automated license analysis is needed to address these issues and support users in license compliant reuse of FOSS. However, existing license assessment tools can only identify the name and quantity of licenses embedded in software and thus cannot identify whether the licenses are being used safely and correctly. Moreover, they cannot provide a comprehensive analysis of the compatibility and potential risk that come with the term conflicts. In this paper, we propose DIKE, an automated tool that can perform license detection and conflict analysis for FOSS. First, DIKE extracts 12 terms under 3,256 unique open source licenses by manual analysis and Natural Language Processing (NLP) and constructs a license knowledge base containing the responsibilities of the terms. Second, DIKE scans all licenses from the code snippet for the input software and outputs the scan results in a tree structure. third, the scan results match the license knowledge base to detect license conflicts from terms and conditions. DIKE designs two solutions for software with license conflicts: license replacement and code replacement. To demonstrate the effectiveness of DIKE, we first evaluate with the term extraction and responsibility classification, and the results show that their F1-scores reach 0.816 and 0.948, respectively. In addition, we conduct a measurement study of 16,341 popular projects from Github based on our proposed DIKE to explore the conflict of license us

关键词： Free and Open Source software license analysis license conflict natural language processing

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SE Based Development Framework for Changeable Maritime Systems 20th

SE Based Development Framework for Changeable Maritime Syste...

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20th international conference on Product Lifecycle Management: Leveraging Digital Twins, Circular Economy, and knowledge Management for Sustainable Innovation (PLM)

作者： Sullivan, Brendan Rossi, Monica Politecn Milan Via Lambruschini 4B I-20156 Milan Italy

ISBN: (纸本)9783031625800;9783031625787;9783031625770

Maritime vessels are complex systems that generate and require the utilization of large amounts of data for maximum efficiency. However, integrating different knowledge and data into the decision-making process during the design process remains a challenge. To address this problem, a development framework to support changeability for next generation vessels is proposed using Model Based Systems engineering (MBSE) and associated SysML diagrams. this framework incorporates literature and industry interviews and can be integrated into the Systems engineering development approach to improve decision-making through the inclusion of feedback loops. the contribution of this paper is the establishment of a development framework for incorporating change into the design, development, and deployment of next-generation vessels.

关键词： Systems engineering Model Based Systems engineering SysML System Development Changeability System Architecture Extended Value Maritime

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