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检索条件"任意字段=18th International Conference on Software Engineering and Knowledge Engineering"

共 35481 条记录，以下是51-60 订阅

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Understanding software Behaviors via API Usage Visualization 18

Understanding Software Behaviors via API Usage Visualization

引用

18th international conference on Advanced Computing and Analytics, ACOMPA 2024

作者： Dang, Tran Tri Le, Lam-Son RMIT University Vietnam School of Science Engineering & Technology Ho Chi Minh City Viet Nam Vietnamese-German University Faculty of Engineering Ben Cat City Binh Duong75911 Viet Nam

ISBN: (纸本)9798331542467

Due to the increasing complexity of business processes and the growing number of required features, modern software rarely operates independently. Rather, it often relies on third-party services, many of which are available in the form of API calls, to perform recurring computing tasks. While software developers and programmers alike may enjoy the benefits of API calls (e.g., integrability, efficiency, shorter time-to-market), it is crucial for them to have a thorough understanding of API usage in the entire software code. Research in API usage analysis ranges from supporting the understanding of codebase semantics to identifying important software dependencies and recognizing threats from suspicious API calls. To our knowledge, most existing work in the realm is focused on the statistical properties of large codebases. While understanding these large codebases as a whole is important, gaining knowledge of how specific software utilizes APIs is equally crucial. In this work, we propose a tool proposal for visualizing API usage of a software project. To evaluate the effectiveness of our visualization techniques, we demonstrate using a couple of open-source programs in C#. the experimental results revealed some promising aspects as well as some issues that may be addressed in future research with regard to understanding API usage. © 2024 IEEE.

关键词： API usage code analysis code visualization information visualization software visualization

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Top Ten Git Commands for Systems engineering Digital Artifacts Authors and Analysts 18

Top Ten Git Commands for Systems Engineering Digital Artifac...

引用

18th Annual IEEE international Systems conference (SysCon)

作者： Munezero, Pacifique Naval Surface Warfare Ctr Dahlgren Div Elect & Sensor Syst Dept Dahlgren VA 22448 USA

ISBN: (纸本)9798350358810;9798350358803

Systems engineering trends show an increasing importance of applying version control to all engineering artifacts, and a need to synchronize artifact updates with design decisions. Leveraging available technologies, such as Git, has the potential to enhance version control and integration among cross-functional teams and their associated artifacts. Orchestration is only possible when cross-functional teams have the same baseline of knowledge in understanding Git functionality. this paper presents a selection of ten Git commands used by systems engineering digital artifacts authors and analysts collaborating within in a digital engineering ecosystem. Application to a use case of systems engineering, as authors, and systems safety, as analysts, aims to ensure needed end-to-end process from an end-user perspective. Commands described in this paper can be utilized by any artifact consumers, reviewers, or contributors such as human factors engineering, reliability, cybersecurity, testability or any other '-ilities' in the lifecycle properties of engineering systems domain. Furthermore, the paper discusses the benefits of version control systems centered on achieving early gap identification for systems integration and verification while maintaining design, development, assessment continuity, temporal tracking of engineering artifacts to support evidence quality, managing digital artifacts complexity, building a digital thread, and achieving curated data display to audiences.

关键词： Git version control digital engineering interaction systems engineering systems safety systems integration and verification digital artifacts lifecycle properties

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Multivocal Literature Review on Non-Technical Debt in software Development: An Exploratory Study 18

Multivocal Literature Review on Non-Technical Debt in Softwa...

引用

18th international conference on Evaluation of Novel Approaches to software engineering (ENASE)

作者： Saeeda, Hina Ahmad, Muhammad Ovais Gustavsson, Tomas Karlstad Univ Dept Comp Sci Karlstad Sweden Karlstad Univ Karlstad Business Sch Karlstad Sweden

ISBN: (纸本)9789897586477

Earlier research has focused on technical debt (TD). While numerous issues connected to non-technical aspects of software development (SD) that are equally worthy of "debt" status are neglected. Simultaneously, these types of debts regularly develop significant challenges to be addressed, demonstrating that the debt metaphor may be used to reason about elements other than technical ones. It motivates us to create the new umbrella term "Non-Technical Debt" (NTD) to investigate people, processes, culture, social, and organizational concerns under its cover. All types of debt are similar in some ways, and they are often caused by making risky decisions. therefore, ignoring any one dimension of debt can have severe consequences on the successful completion of SD projects. this study investigates recent literature on the current state of knowledge about NTD, its causes, and mitigation strategies. By using a thematic analysis approach, we found five NTD types (i.e., people, process, culture, social, and organizational). We further identified their accumulation causes and discussed remedies for mitigation.

关键词： Technical Debt Non-Technical Debt Process Debt Social Debt People Debt Organizational Debt software Development Multivocal Literature Review Systematic Review

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Enhancing Semantic Awareness in knowledge Graph Embedding 18

Enhancing Semantic Awareness in Knowledge Graph Embedding

引用

18th IEEE international conference on Semantic Computing (ICSC)

作者： Xu, Gang Zhang, Wenbo Wang, Tao Chinese Acad Sci Technol Ctr Software Engn Inst Software Beijing Peoples R China

ISBN: (纸本)9798350385359

knowledge Graph Embedding aims to represent entities and relations as low dimensional vectors. the representative ability of low dimensional vectors is one of the most important aspects of knowledge graph embedding. knowledge graph embedding needs to represent two kinds of information: entity relation structures and entity semantic differences. However, the most existing approaches are good at entity relation structure representation, but fail to represent entity semantic differences which are common in real-world applications. To address the challenge, we propose a novel approach called SeTransE to enhance semantic awareness in knowledge graph embedding and achieve the aim of representing entity semantic differences. It mainly adopts a new method where a relation can rotate to a certain angle, which is different from traditional approaches. Experimental results on multiple benchmark knowledge graphs show our proposed approach not only represents relation structures, but also effectively models semantic structures and distinguish semantic differences.

关键词： semantic awareness knowledge graph knowledge graph embedding

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the Design of Independent-Uniform knowledge Sources of Blackboard Architecture in Timber Harvesting Decision-Making 18

The Design of Independent-Uniform Knowledge Sources of Black...

引用

18th international conference on Ubiquitous Information Management and Communication, IMCOM 2024

作者： Mukhtar, Hana Munira Muhd Ismail, Roslan Software Engineering Section Malaysian Institute of Information Technology Universiti Kuala Lumpur Kuala Lumpur Malaysia

ISBN: (纸本)9798350331011

this paper is to highlight the formation of the new design;a one-of-kind structure that is an independentuniform knowledge source of blackboard architecture. the domain and control knowledge sources independently defined the solution to the domain and control problems. Wellorganized hierarchical levels are constructed for both domain and control problems. the domain level represents each task and process in timber-harvesting decision-making. the control level decides which feasible action that should be executed at the respective stage in the decision-making process. knowledge sources are independent and each is regarded as a specialist on its problem. they are uniformly designed where the abstraction of the knowledge source is identical. the control process flow illustrates how both domain and control knowledge sources are able to dynamically integrate with one another in the decisionmaking process. © 2024 IEEE.

关键词： Decision making

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software Defect Prediction using Machine Learning 18

Software Defect Prediction using Machine Learning

引用

18th INDIAcom;11th international conference on Computing for Sustainable Global Development, INDIACom 2024

作者： Setia, Sonia Ravulakollu, Kiran Kumar Verma, Kimmi Garg, Setu Mishra, Sunil Kumar Sharan, Bhagwati Sharda University School of Engineering and Technology Department of Computer Science and Engineering Greater Noida India Woxsen University School of Technology Hyderabad India Delhi Technical Campus Greater Noida India Its Engineering College Ece Department Greater Noida India Accurate Institute of Management and Technology Greater Noida India Srm University School of Engineering and Sciences Department of Computer Science and Engineering AP Guntur India

ISBN: (纸本)9789380544519

A software's most crucial component is its quality. software Defect Prediction has gained a lot of traction in recent years and has the potential to directly impact quality. software quality is greatly impacted by defective software modules, which may result in budget overruns, missed deadlines, and significantly increased maintenance costs. there are diverse phases executed to predict the defect in software such as to employ the data for input, pre-process it, extract the attributes and classify the defect. this research work presents numerous algorithms, namely Gaussian naive bayes (GNB), Bernoulli NB, random forest (RF) and multi-layer perceptron (MLP), for predicting the software defect. this work also focuses on developing an ensemble algorithm to enhance the efficacy of predicting the defects. this ensemble consisted of a Principal Component Analysis (PCA) algorithm with class balancing. Diverse parameters such as accuracy, precision and recall are employed for analyzing the results. © 2024 Bharati Vidyapeeth, New Delhi.

关键词： Bernoulli Naive Bayes Class Balancing Gaussian Naive Bayes PCA Random Forest software Defect

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An Innovative Approach to Develop Persona from Application Reviews 18

An Innovative Approach to Develop Persona from Application R...

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18th international conference on Evaluation of Novel Approaches to software engineering (ENASE)

作者： Clements, Dylan Giannis, Elysia Crowe, Fi Balapitiya, Mike Marshall, Jason Papadopoulos, Paul Kanij, Tanjila Monash Univ Dept Software Syst & Cybersecur Melbourne Vic Australia

ISBN: (纸本)9789897586477

software end users are diverse by nature and their different facets influence the way they use software. An understanding of the users and their needs are achieved by engaging with the users during requirement engineering. However, sometimes recruiting users during requirement engineering phase can be very challenging. An accessible way to understand a user's perspective and traits is through user application reviews. this research paper proposes an innovative approach to develop user personas from a data set of e-commerce application user reviews by using GPT-3 and PAthY. this enables the development teams to see different demographic data, as well as overall frustrations and expectations that users of their platform possess, so developers know how to enhance their software solutions. this is also helpful to developers of new e-commerce applications.

关键词： Persona E-commerce Application Reviews

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Graphical and Textual Models Embedded in a Constructor-Driven Transformation 18

Graphical and Textual Models Embedded in a Constructor-Drive...

引用

18th IEEE international conference on Semantic Computing (ICSC)

作者： Schick, Johannes Wagner, Marc Lippe, Wolfram-Manfred Univ M unster Dept Math & Nat Sci Inst Comp Sci D-48149 Munster Germany Univ Augsburg Ctr Continuing & Execut Educ D-86159 Augsburg Germany

ISBN: (纸本)9798350385359

In this paper, we describe a method to transform a model from a graphical representation into a textual representation and back. In order to do this, we take a context-specific modeling language approach. this approach is graph-based and data-flow driven. this language has a BNF (Backus-Naur form) for the textual representation and another BNF, which is able to generate a graphical representation of a model. We transform our example in a central step into an Abstract Data Type (ADT) driven specification with an abstract syntax. After that we transform it to the appropriate and semantically transferable target form.

关键词： Modeling System analysis and design Semantics software engineering

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Technology Acquisition Plans to Foster Supply Chain Risk Management Learning Outcomes in Project-Based software Development Courses 36

Technology Acquisition Plans to Foster Supply Chain Risk Man...

引用

36th international conference on software engineering Education and Training (CSEE and T)

作者： Tenbergen, Bastian Mead, Nancy R. SUNY Coll Oswego Dept Comp Sci Oswego NY 13126 USA Carnegie Mellon Univ SEI Fellow IEEE Life Fellow Pittsburgh PA 15213 USA

ISBN: (纸本)9798350378986;9798350378979

From theory and technical skills to self-management and interpersonal skills, and to role-specific knowledge such as DevOps or Requirements engineering, students struggle to become proficient in all aspects to software engineering before graduating, while instructors struggle to prepare students for industry. Project-based instruction has become a de-facto standard to teach skills and knowledge. Many project-based courses focus on implementation, wherein students tend to adopt third-party technologies without critical reflection. this leads to insufficient knowledge about supply chain risk management (SCRM). the result is that students are inadequately prepared to handle risks to project success due to third-party acquisitions, including usage rights, introduction of security vulnerabilities, or their ability to identify and mitigate acquisition risks. In this paper, we present a capstone-style project-based course to deliver an industry-realistic and teamwork-centric software development approach. We propose incorporating Technology Acquisition Plans, which are based on an existing SCRM curriculum, and add acquisition planning, bidding, and risk monitoring activities to the project and development activities. Empirical evaluation and classroom observations show that while students' ability to justify the need for third-party acquisitions remains the same, self-reported ability to evaluate and bid on alternatives is improved. Furthermore, statistically significant improvement can be seen in areas pertaining to risk monitoring, problem detection, and problem resolution.

关键词： software engineering education supply chain risk management SCRM software acquisition team management project-based learning technology acquisition plans

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An Empirical Study on the Relationship Between the Co-Occurrence of Design Smell and Refactoring Activities 18

An Empirical Study on the Relationship Between the Co-Occurr...

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18th international conference on Evaluation of Novel Approaches to software engineering (ENASE)

作者： Aversano, Lerina Bernardi, Mario Luca Cimitile, Marta Iammarino, Martina Montano, Debora Univ Sannio Dept Engn Benevento Italy Unitelma Sapienza Univ Rome Italy Univ Mercatorum Rome Italy

ISBN: (纸本)9789897586477

Due to the continuous evolution of software systems, their architecture is subject to damage and the formation of numerous design issues. this empirical study focuses on the co-occurrence of design smells in software systems and refactoring activities. To this end, a detailed analysis is carried out of the data relating to the presence of Design Smells, the use of refactoring, and the consequences of such use. Specifically, the evolution of 17 different types of design odors in five open-source Java software projects has been examined. Overall, the results indicate that the application of refactoring is not used by developers on design smells. this work also offers new and interesting insights for future research methods in this field.

关键词： software Evolution software Quality Refactoring Design Smells Statistical Analysis Java software

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