The Reform Scheme of Practice-Courses Cooperation Training Pattern of Software Engineering Major of Overseas Chinese Universities

How to improve the employment of software engineering graduates, especially, how to effectively enhance the employment competitiveness of relevant overseas students in the context of "One Belt and One Road" is one of the core tasks of overseas Chinese universities. This paper proposes a reform plan for the practical training mode of school-enterprise cooperative project in the software engineering of overseas Chinese universities. The reform plan combines education concepts with practical research and development. It subdivides students and according to the characteristics of different types of students, and is carried out on campus, outside campus(in the province), and abroad(original area), which makes senior undergraduates fully understand the needs of enterprises, constantly improve their professional practice ability, and improve their competitiveness. Thus, the professional innovation and entrepreneurship ability of students is enhanced, and it also reduces the cost of employee entry.

Training Plan for Software Engineering Top Talents Based on the Demand for High-end Talents in the Industry

The paper illustrates the reason of the lack of talents with outstanding innovative practice ability and engineering leadership has become a great obstacle for many industries, represented by the software industry, to develop along with the new era, and restricted the evolution of these industries toward the high end. With the target of training talents with innovation capacity and engineering leadership, the training plan for top talents based on the demand for high-end talents in the software engineering industry is put forward, and analyses are given on significant aspects including the development of the training resource system, the screening of students and the selection of enterprises, the teaching staff construction for university-enterprise cooperation, the establishment of a management system with joint effort for talents development, and the construction of process quality guarantee mechanism. In the end, for the implementation of the training plan, it is pointed out that the university-enterprise cooperative development mechanism should be perfected, the talents development practice should be enhanced, the personalized training of students should be emphasized, and the innovative ability in practice and the engineering leadership of students should be practically improved.

Design and Implementation of a Comprehensive Training Program for Software Engineering Talents’ Practical Ability

In the process of cultivating software engineering professionals,the practical teaching of professional courses is an indispensable link.In order to enable students to understand,consolidate and master theoretical knowledge,improve the ability to solve problems by combining theory with practice,and achieve the goal of combining theoretical knowledge with practice.Adopting the planning of through-type training,complete the teaching work of three practical courses of software system design,software system construction,and software product construction.Through the implementation of the plan,the digitization of teaching resources,the virtualization of real enterprises,the intelligentization of teaching guidance,the visualization of teaching process,and the panorama of learning process are realized.By adopting the teaching methods of taskdriven online practice teaching,artificial intelligence-based teaching training support and teaching process,and result big data evaluation,the students’comprehensive practical ability can be improved finally,and the whole practice teaching reform can provide experience for the follow-up reform.

Research on the Construction of Application- Oriented Software Engineering Semester Training System

"Semester Training"has been adopted as an important part of the personnel training in software engineering majors since it was first put forward.The ultimate goal of semester training is to improve the professional quality of students in an all-round way,then eventually achieve the goal of satisfactory employment for both students and enterprises.However,in order to achieve the above purpose,the design of traditional training project still has the following problems:the topic selection of traditional training is designed by teachers in college,which lacks the training of engineering ability aiming at practical problems;the content and technology of traditional project training are out of date,ignoring the urgent demand of software industry development for advanced technology application;the traditional project training inspects the mastery of knowledge in each semester Degree,ignores the incremental of a progressive training system.In view of the above problems,this study proposes an Application-Oriented Software Engineering Semester Training System.Practice has proved that the construction of the training system can effectively improve the quality of teaching,so as to further improve the comprehensive quality of students.

Fast Trainable Capabilities in Software Engineering-Skill Development in Learning Factories

The increasing demand for software engineers cannot completely be fulfilled by university education and conventional training approaches due to limited capacities.Accordingly,an alternative approach is necessary where potential software engineers are being educated in software engineering skills using new methods.We suggest micro tasks combined with theoretical lessons to overcome existing skill deficits and acquire fast trainable capabilities.This paper addresses the gap between demand and supply of software engineers by introducing an actionoriented and scenario-based didactical approach,which enables non-computer scientists to code.Therein,the learning content is provided in small tasks and embedded in learning factory scenarios.Therefore,different requirements for software engineers from the market side and from an academic viewpoint are analyzed and synthesized into an integrated,yet condensed skills catalogue.This enables the development of training and education units that focus on the most important skills demanded on the market.To achieve this objective,individual learning scenarios are developed.Of course,proper basic skills in coding cannot be learned over night but software programming is also no sorcery.

Reform and Practice on International Software Talent Training Mode

In view of the increasingly rapid development of global economic integration and combined with the existing modes of training international software engineering talents in China,this paper deeply analyzes and obtains the existing problems in the current teaching process,and proposes various teaching reform measures under the guidance of CDIO higher engineering education thought.Through many years of teaching practice experience,we can find that our reform has achieved remarkable results.

Research and Design of Consistent Project Cases for the Software Engineering Course Group

In order to enhance the abilities of practical innovation and solving complex engineering problems of students in the engineering context,we design a course cluster teaching model based on a unified enterprise-level project case.The program divides the knowledge points required by the project into the corresponding courses,and divides their realization into the practical teaching cases,so as to realize the design of teaching practice cases embodied in the unified project framework.This model allows students to practice projects based on the unified project background while learning knowledge from different courses.It not only allows students to learn abstract,fragmented,and difficult-to-understand knowledge systems thoroughly,but also integrates the knowledge into the practice of the enterprise-level project development,helping students experience the value of knowledge in complex engineering projects and thus improving their ability to solve complex engineering problems while learning theoretical knowledge.

Research on the Curriculum System of Software Engineering under the Background of“Double First-Class”Construction

To build the top class of higher education by focusing on the goal of the“Double First-Class”,it needs to analyze the defect and deficiency and identify the demand for the training of the talent under the background of“Double First-Class”.Considering of those issues,it is suggested that building the curriculum system scientifically and rationally in following aspects:deepening the training objectives,professionalizing the structure and contents of the curriculum system,optimizing the content,enhancing the construction of practical education system and internationalizing the curriculum system.Also,with those aspects,a reference is provided for the cultivation of talents with innovative consciousness and ability to solve complex engineering problems under the background of the“Double First-Class”construction.

Application of Professional Software in Vehicle Engineering Electronic Control Experiment

In order to overcome the limitation of vehicle engineering professional laboratory personnel and facilities,some of them is commonly used auxiliary software in the professional field for design,calculation and research,including characteristics of software,application scope and methods are presented in this paper.Through these industries aided software powerful calculation,analysis functions and convenient visualization means,for the virtual simulation experiment,it can help to clearly illustrate the concept,deepen students’ understanding level of vehicle professional course,improve the enthusiasm of the students,improve the ability of autonomous learning and improve students ’ thinking ability and practice ability,and can effectively train highquality professionals with good quality.

Design and Implementation of Multi-collaborative Training System

With the rapid development of computer technology,network and information technology have been widely used in people’s daily lives,which has brought great convenience to labor and life.At the same time,people are increasingly dependent on computer technology.In this case,the social demand for computer professionals is increasing.However,due to the rapid changes and continuous updates of computer technology,the training of talents in computer specialty in China is far from meeting the demand and quality requirements of the society for this kind of talents.Colleges and universities are the important departments that cultivate computer professionals and technicians for the society.When cultivating talents in computer specialty,colleges and universities must conform to the requirements of the development of the times,adjust teaching strategies in a timely manner according to the actual needs of the society,build a talent training system,build a practical training teaching system of computer specialty,innovate teaching modes and teaching contents,and improve students’professional skills through perfect practical teaching,so as to ensure that they can skillfully apply computer technology to solve practical problems in the learning process and further improve their employment competitiveness.Therefore,this paper analyzes the practical teaching system of computer specialty,puts forward corresponding solutions to the existing problems,constructs a multi-collaborative practical training system,and implements the system.The implementation results show that the system can better meet the needs of students at different levels,and the results are fairer.Students’recognition and sense of acquisition of courses have also been greatly improved.The accumulated experience and data also provide good support for our continuous improvement of the system in the future.

产业化工程型软件工程专业人才培养体系探索与构建

以大数据为引领的电子信息产业迅猛发展,但是现有的人才培养模式并不能完全对接市场需求,人才供需不平衡。为更好地服务区域经济和社会发展,聚焦产业发展,培养适应行业和企业需要的高水平工程应用型人才,与企业深度合作,发挥校企双方各自优势,探索形成六位一体的校企深度融合的产业化、实践型软件工程专业人才培养体系。在此体系下,形成较好的人才培养效果,形成一种可借鉴、可复制的面向本科层次的校企合作人才培养模式。

基于预训练模型与BiLSTM-CNN的多标签代码坏味检测方法

为了提高多标签代码坏味检测的准确率,提出一种基于预训练模型与BiLSTM-CNN的多标签代码坏味检测方法DMSmell(deep multi-smell)。首先,利用静态分析工具获取源代码中的文本信息和结构度量信息,并采用2种检测规则对代码坏味实例进行标记;其次,利用CodeBERT预训练模型生成文本信息对应的词向量,并分别采用BiLSTM和CNN对词向量和结构度量信息进行深度特征提取;最后,结合注意力机制和多层感知机,完成多标签代码坏味的检测,并对DMSmell方法进行了性能评估。结果表明:DMSmell方法在一定程度上提高了多标签代码坏味检测的准确率,与基于分类器链的方法相比,精确匹配率提高了1.36个百分点,微查全率提高了2.45个百分点,微F1提高了1.1个百分点。这表明,将文本信息与结构度量信息相结合,并利用深度学习技术进行特征提取和分类,可以有效提高代码坏味检测的准确性,为多标签代码坏味检测的研究和应用提供重要的参考。

软件工程专业创新人才培养模式改革探究

针对普通本科院校软件工程专业在创新人才培养中存在的问题,对传统的教育理念、教学内容、教学方法和培养模式等进行了改革和创新。新的创新人才培养模式依据新工科和工程教育认证对软件工程专业创新人才培养知识、能力及素质等方面的要求,提出以新工科理念为引领,以课程思政教学、工程实践教学、全程贯穿协同育人、理论教学和实践教学建设为重点,同时,结合西部地区特点对软件工程专业人才进行合理定位,优化培养目标,改革培养模式,构建与此相适应的满足社会需要的专业创新人才培养体系。

新工科下软件工程应用能力培养研究与实践

针对地方高校培养软件工程应用型人才适应行业产业需要,分析新工科下软件工程应用能力新需求,研究应用能力具体内容,提出层次性多维能力框架,“五共同”构建多元主体协同人才培养新模式及机制,“四对接”搭建软件工程能力培养体系,“三位一体”开展创新创业教育,“三环节”创新学科交叉融合培养,“1中心3持续”完善人才培养质量评价与保障新体系。通过改革与实践,人才培养达到预期目标,适应软件工程行业产业人才需求。

2003—2023年土木工程专业研究生培养研究现状与展望

土木工程专业研究生培养对推动行业的技术创新和可持续发展具有至关重要的影响。该文采用CiteSpace软件,对2003—2023年中国知网发布的192篇土木工程专业研究生培养相关文献进行可视化分析。通过深入探讨该领域的发展历程,研究发现,目前的核心热点包括科研创新、工程实践、国际视野和跨学科培养等方面。此外,还强调作者间交流协作的重要性,并提出持续优化培养方法,特别是在扩大研究团队规模和促进跨地域合作方面的迫切需求,从而为土木工程专业研究生培养策略的优化提供指导。

信创赋能、产教融合软件测试人才培养探索

信创,即信息技术应用创新。针对信息技术应用创新背景下软件测试的发展和创新,提出以新工科建设为指导,从价值引领赋能课程思政、人才需求赋能专业发展、技术工具赋能课程建设、应用项目赋能人才培养四个方面,借力信创测试,赋能软件测试人才培养,通过产教协同软件测试人才供需对接融合、技术方法理论创新融合,以及成果资源优势互补融合三个方面,实现产教深度融合,以协同培养信创测试人才,使其参与信创测试项目,从事信创测试工作,服务信创测试生态,推动信息技术创新产业发展。

软件卓越工程师产教融合培养模式的研究与实践

在产教融合背景下,软件工程专业卓越工程师教育培养方式面临新的要求。通过分析人才培养的原则和目标,紧密结合区域产业需求,探讨软件工程专业卓越工程师培养新模式。构建产教融合“五共”校企协同育人新模式,实践培养模式中的“两段式、双导师、多层次实践”,逐步提升学生的“工程认知—工程训练—工程实践”水平,加强实践教学,优化课程体系,提高学生的综合素质和工程实践能力,培养具备创新精神和社会责任感的高质量软件工程专业卓越工程师。

软件工程人才培养智慧化平台设计与应用

为提高软件工程人才培养效率和质量,文章设计了一款软件工程人才培养智慧化平台。采用分层设计方法,结合人工智能算法,开发了包含课程管理、学生学习追踪、互动与反馈、数据分析与报告等功能模块的平台。为验证智慧化平台的有效性和性能,采用专业的测试软件对该平台和传统平台进行功能测试和性能测试。结果表明,智慧化平台在功能覆盖率、错误发现率、系统吞吐量等多个关键指标上优于传统平台,验证了其在现代教育环境中的应用有效性和性能优势。

基于校企深度融合的高校软件工程专业实践教学体系构建探研

当前,软件工程专业毕业生普遍存在着实践动手能力弱、协同沟通能力差、缺乏创新能力等问题。而深化产教融合、构建和落实符合市场人才需求的软件工程实践教学体系,是培养具备解决复杂工程问题能力、团队协作能力、创新能力的高素质软件工程应用人才的有效途径。重庆财经学院与企业建立深度合作关系,在工程教育专业认证背景下,校企共建专业实践教学体系、课程教学资源、师资团队、实践教学平台等,经过三年的实践,效果显著。

基于校园私有云的软件工程实验实训综合平台研究与实践

阐述了云计算的概念、发展现状与云计算在教学中的应用;进行了基础设施层、平台层、服务层的私有云架构设计,运用虚拟化技术构建了虚拟机群集,并提出了基于虚拟机群集的实验实训私有云服务平台架构方案。以吉首大学为例,阐述了软件工程云教育平台的实施情况及主要功能。该云教育平台不但能降低高校实验实训基地的建设与运行成本,而且能大力提升学生的训练效果。