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Thoughts and Practices on the Ideological and Political Construction in General Artificial Intelligence Curriculum Under the Deep Integration of Industry-Academia-Research-Application
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作者 Xiaoyang Xie Xiyuan Hu 《计算机教育》 2026年第3期101-108,共8页
This study addresses the challenges confronting the ideological and political construction of general artificial intelligence curriculum-namely,the dilution of value guidance amid pluralistic intellectual currents,the... This study addresses the challenges confronting the ideological and political construction of general artificial intelligence curriculum-namely,the dilution of value guidance amid pluralistic intellectual currents,the superficial internalization of concepts resulting from didactic pedagogy,and the ineffectiveness of character cultivation stemming from fragmented and decontextualized techno-ethical cases.This paper proposes centering the value proposition on“Serving the Nation through Science and Technology”.Leveraging the deeply integrated industry-academia-research-application synergy,we integrate ideological and political elements into the comprehensive technological practice workflow.To achieve this,we(1)incorporate authentic enterprise project practicums to foster students’sense of responsibility;(2)construct a virtual debate platform on technology ethics dilemmas to develop ethical discernment;and(3)organize solution competitions targeting urgent social problems to incubate technology-for-good initiatives.Collectively,these approaches enhance students’technological mission awareness,ethical sensitivity,and social responsibility. 展开更多
关键词 curriculum ideology Artificial intelligence Industry-academia-research-application Ethical sensitivity
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Task-Structured Curriculum Learning for Multi-Task Distillation:Enhancing Step-by-Step Knowledge Transfer in Language Models
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作者 Ahmet Ezgi Aytug Onan 《Computers, Materials & Continua》 2026年第3期1647-1673,共27页
Knowledge distillation has become a standard technique for compressing large language models into efficient student models,but existing methods often struggle to balance prediction accuracy with explanation quality.Re... Knowledge distillation has become a standard technique for compressing large language models into efficient student models,but existing methods often struggle to balance prediction accuracy with explanation quality.Recent approaches such as Distilling Step-by-Step(DSbS)introduce explanation supervision,yet they apply it in a uniform manner that may not fully exploit the different learning dynamics of prediction and explanation.In this work,we propose a task-structured curriculum learning(TSCL)framework that structures training into three sequential phases:(i)prediction-only,to establish stable feature representations;(ii)joint prediction-explanation,to align task outputs with rationale generation;and(iii)explanation-only,to refine the quality of rationales.This design provides a simple but effective modification to DSbS,requiring no architectural changes and adding negligible training cost.We justify the phase scheduling with ablation studies and convergence analysis,showing that an initial prediction-heavy stage followed by a balanced joint phase improves both stability and explanation alignment.Extensive experiments on five datasets(e-SNLI,ANLI,CommonsenseQA,SVAMP,and MedNLI)demonstrate that TSCL consistently outperforms strong baselines,achieving gains of+1.7-2.6 points in accuracy and 0.8-1.2 in ROUGE-L,corresponding to relative error reductions of up to 21%.Beyond lexical metrics,human evaluation and ERASERstyle faithfulness diagnostics confirm that TSCL produces more faithful and informative explanations.Comparative training curves further reveal faster convergence and lower variance across seeds.Efficiency analysis shows less than 3%overhead in wall-clock training time and no additional inference cost,making the approach practical for realworld deployment.This study demonstrates that a simple task-structured curriculum can significantly improve the effectiveness of knowledge distillation.By separating and sequencing objectives,TSCL achieves a better balance between accuracy,stability,and explanation quality.The framework generalizes across domains,including medical NLI,and offers a principled recipe for future applications in multimodal reasoning and reinforcement learning. 展开更多
关键词 Knowledge distillation curriculum learning language models multi-task learning step-by-step learning
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Training Program Reform and Curriculum Construction of Characteristic Software Innovation Talents Based on the Integration of Industry and Education
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作者 Yixian Liu Jun Guo +2 位作者 Bin Zhang Dongming Chen Zhiliang Zhu 《计算机教育》 2026年第3期190-198,共9页
Aiming at the problem of innovative talent training in the industry field in characteristic software colleges,combined with the actual situation of Software College of Northeastern University,this paper analyzes the c... Aiming at the problem of innovative talent training in the industry field in characteristic software colleges,combined with the actual situation of Software College of Northeastern University,this paper analyzes the construction requirements of characteristic talent training mode and training scheme,puts forward the reform of characteristic software innovative talent training scheme integrating production and education,and takes the characteristic direction of financial technology as an example to introduce the curriculum construction based on industry-education integration and school-enterprise cooperation. 展开更多
关键词 Integration of industry and education Characteristic talents cultivation Program reform curriculum construction
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Developing an Industry-Aligned Curriculum for Aviation Manufacturing Education 被引量:1
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作者 Jun Miao Shubao Shu +2 位作者 Chengwen Ma Ronghua Du Wei Nie 《Journal of Contemporary Educational Research》 2025年第8期125-134,共10页
This study examines a curriculum system developed at the College of Aviation Manufacturing Industry at Nanchang Hangkong University through Industry-Education Integration(I-E Integration).Drawing on engineering educat... This study examines a curriculum system developed at the College of Aviation Manufacturing Industry at Nanchang Hangkong University through Industry-Education Integration(I-E Integration).Drawing on engineering education principles and reforms in the Mechanical Design,Manufacturing,and Automation program,it aligns course design with industry needs,integrates technological advancements,and embeds production processes.The approach restructures modular course content based on aviation manufacturing technologies,implements project-based learning via a university-enterprise"factory-in-school"training base,and adopts an Outcome-Based Education(OBE)system for evaluation and improvement.This replicable model provides practical insights for industry-focused curriculum development. 展开更多
关键词 I-E Integration Aviation manufacturing curriculum OBE Engineering education reform
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Research on the Practical Path of Integrating Excellent Traditional Chinese Culture into Curriculum Ideological and Political Education:Taking the Layout Design Course as an Example 被引量:1
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作者 Xiaoqian Xu 《Journal of Electronic Research and Application》 2025年第3期32-38,共7页
This study focuses on the deepening paths of ideological and political construction of professional courses in higher vocational colleges,taking the layout design course of the digital media technology major as the re... This study focuses on the deepening paths of ideological and political construction of professional courses in higher vocational colleges,taking the layout design course of the digital media technology major as the research object,and explores the integration mechanism of excellent traditional Chinese culture and professional teaching.The curriculum’s ideological and political reform is advanced through three major measures:Reconstructing the role of teachers,innovating teaching methods,and building a cultural infiltration system.Combined with the three-dimensional assessment mechanism of“professional+culture+value”and the transformation of teaching achievements into competitions,it breaks through the limitations of traditional skill training and systematically solves the problems of formalization tendency and insufficient value guidance existing in the practice of curriculum ideology and politics.It responds to the era proposition of“promoting the creative transformation of excellent traditional Chinese culture,”and provides an operable solution for higher vocational colleges to break the predicament of“emphasizing skills while neglecting culture.” 展开更多
关键词 curriculum ideology and politics Excellent traditional Chinese culture Layout design Teaching reform
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A Comparative Study of Domestic and International Linear Algebra Curriculum Design and Application Orientation
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作者 Peilong Zhang 《Journal of Contemporary Educational Research》 2025年第11期257-263,共7页
This paper presents a systematic comparison of the curriculum design and application orientation of the linear algebra curriculum in our country and abroad.It explains mainly differences in course objectives,teaching ... This paper presents a systematic comparison of the curriculum design and application orientation of the linear algebra curriculum in our country and abroad.It explains mainly differences in course objectives,teaching content,approaches,and feedback mechanisms,reflecting divergent understandings of the discipline’s value within distinct educational ecosystems.Forward-looking and practical conclusions are proposed across five main directions:optimizing course structure,strengthening practical components,deepening interdisciplinary integration,building faculty capacity,and developing teaching resources.The aim is to provide strong conceptual help and realistic guidance for getting real progress in linear algebra education in China. 展开更多
关键词 Linear algebra curriculum design Application orientation Teaching reform
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Dynamic Cloth Folding Using Curriculum Learning
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作者 LI Mingyang BAO Hujun HUANG Jin 《Journal of Shanghai Jiaotong university(Science)》 2025年第5期988-997,共10页
This paper presents a novel algorithm for training robotic arms to manipulate cloth,by leveraging reinforcement learning and curriculum learning approaches.Traditional cloth manipulation algorithms rely heavily on pre... This paper presents a novel algorithm for training robotic arms to manipulate cloth,by leveraging reinforcement learning and curriculum learning approaches.Traditional cloth manipulation algorithms rely heavily on predefined action primitives and assumptions about cloth dynamics,introducing significant prior knowledge.To circumvent this limitation,we utilize reinforcement learning to train our cloth folding agent.To fully utilize the advantage of reinforcement learning,we propose a semi-sparse reward function incorporating folding accuracy and a curriculum scheme to accelerate training and improve policy stability.We validate the proposed method by implementing it in the StableBaselines3 framework and training the agent using the soft actor critic algorithm in our virtual environment based on physical-based cloth simulator.Our results demonstrate the benefits of the curriculum learning scheme which increases sample efficiency and accelerates training process compared with previous reinforcement learning cloth manipulation method. 展开更多
关键词 intelligent control reinforcement learning curriculum learning robotics
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The Jamaica Handheld Ultrasound Project:a novel longitudinal point-of-care ultrasound curriculum in a resource-limited setting
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作者 Maxime Montour Pranali Sheth +16 位作者 Steve Foo Simone French Tawanda Jones Giselle Watt Brian Kohen Aamir Bandagi Ariella Gartenberg Michael Halperin Trudy-Ann Johnson-Hylton Jason Ifill Alyssia McEwan Jonathan Maik Michelle Montenegro Rie Seu Nicole Leonard-shiu Hugh Wong Trevor Dixon 《World Journal of Emergency Medicine》 2025年第3期262-265,共4页
Point-of-care ultrasound(POCUS) is recognized as a valuable diagnostic tool,especially in resourcelimited settings(RLS).POCUS provides rapid diagnostic information that enables health professionals to make critical de... Point-of-care ultrasound(POCUS) is recognized as a valuable diagnostic tool,especially in resourcelimited settings(RLS).POCUS provides rapid diagnostic information that enables health professionals to make critical decisions at the bedside.^([1]) Despite the welldocumented benefits of POCUS,access to longitudinal,comprehensive training programs and a lack of trainee feedback are barriers to the widespread use of this technology in such settings.^([2]) 展开更多
关键词 health professionals point care ultrasound curriculum technology training feedback Jamaica handheld ultrasound resource limited settings longitudinal
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Research on the Teaching Reform of High School Physics Curriculum under the Top-Talent Training Model
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作者 Hao Ni 《Journal of Contemporary Educational Research》 2025年第11期200-208,共9页
Against the backdrop of China’s strong emphasis on cultivating top innovative talents,the high school physics curriculum,as a core component of scientific education,bears the crucial mission of fostering students’sc... Against the backdrop of China’s strong emphasis on cultivating top innovative talents,the high school physics curriculum,as a core component of scientific education,bears the crucial mission of fostering students’scientific thinking,creativity,and practical ability.However,current physics teaching still faces issues such as fragmented content systems,weak experimental and inquiry components,and single evaluation methods,which fail to align with the objectives of top-talent cultivation[1].Guided by the top-talent training model,this study systematically explores reform paths for the high school physics curriculum in terms of educational philosophy,course content,teaching methods,and evaluation mechanisms.The research proposes reconstructing the curriculum system around the main thread of“core concepts-inquiry practice-innovative application,”strengthening interdisciplinary integration and the inclusion of frontier modern physics topics.In teaching methodology,it advocates for a shift toward problem-driven,project-based,and self-directed learning models,leveraging information and intelligent technologies to enhance classroom effectiveness.In evaluation,it suggests building a comprehensive system centered on formative assessment and innovation capability evaluation.Based on the reform practice of a key high school’s top-talent experimental class,the findings show significant improvements in students’scientific inquiry skills and creative thinking,as well as optimization of teaching philosophy and classroom ecology.The results provide theoretical and practical references for high school physics curriculum reform in the new era and offer insights into the construction of top-talent cultivation systems. 展开更多
关键词 Top-talent cultivation High school physics curriculum reform Inquiry-based teaching Innovation ability
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Exploring Curriculum Design of Marketing Planning Practice in the Context of Digital Transformation
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作者 Peimei Li Shuqi Wu 《Journal of Contemporary Educational Research》 2025年第11期344-350,共7页
Digital technologies have emerged as a key force driving industrial transformation and shaping corporate competitiveness.In response to national strategies and reforms in digital marketing education,the integration of... Digital technologies have emerged as a key force driving industrial transformation and shaping corporate competitiveness.In response to national strategies and reforms in digital marketing education,the integration of digital thinking into the“Marketing Planning Practice”curriculum is essential for cultivating interdisciplinary marketing professionals.At Hainan College of Economics and Business,digital transformation has been embedded as a core component of this course.This paper examines the associated challenges,implementation strategies,and practical outcomes,and presents illustrative case studies.The findings provide insights for enhancing digital integration in vocational marketing education and for fostering skilled,technology-oriented marketing talent. 展开更多
关键词 Vocational education Marketing planning Digital transformation curriculum optimization
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“Becoming a family”—the effects of the hidden curriculum in transferring institutional mission:An experience from a century-old nursing school
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作者 Aimei Mao Hon-Lon Tam +1 位作者 Pak-Leng Cheong Iat-Kio Van 《International Journal of Nursing Sciences》 2025年第3期293-300,I0006,I0007,共10页
Objectives This study aimed to examine the role of the hidden curriculum in transmitting the educational mission and its impacts on nursing students’professional socialization.Methods This constructivist grounded the... Objectives This study aimed to examine the role of the hidden curriculum in transmitting the educational mission and its impacts on nursing students’professional socialization.Methods This constructivist grounded theory study involved twenty-six students and five faculty members from a century-old nursing school in Macao.Semi-structured interviews examined the factors influencing nursing students’choice of a specific nursing school and their general learning experiences in nursing studies.Open and focused coding was employed to develop categories and concepts that capture the nuances of how the hidden curriculum influences students’personal experiences,perceptions,and values related to developing their professional identities.The data analysis was guided by the“Community of Practice”model.Results The educational mission fostered a hidden curriculum that emphasized nurturing qualities and social responsibilities,creating a family-like learning environment that positively influenced the professional socialization of nursing students.Under the core theme of“becoming a family,”two sub-themes emerged:“student-peer interactions-fostering sisterly/brotherly learning partnerships”and“student-faculty interactions–faculty’s acting as parenting instructors.”While the hidden curriculum promoted a democratic and egalitarian learning atmosphere among student-peers,it simultaneously reinforced hierarchical power dynamics among senior-junior students and student-faculty relationships,mirroring the power-based interpersonal dynamics often found in traditional Chinese families.Conclusions Explicating the educational mission can help shape a hidden curriculum that benefits nursing students’professional socialization.Faculty members should reflect on the power inequalities reproduced by the hidden curriculum and establish appropriate boundaries in student-faculty relationships. 展开更多
关键词 Community of practice Educational mission Hidden curriculum Nurse students Professional socialization Qualitative study
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The Construction of the Ideological and Political“Curriculum Chain”for Foreign Language Majors
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作者 Jing Liu 《Journal of Contemporary Educational Research》 2025年第10期363-368,共6页
Amid the intensifying global competition for discursive power,China has prioritized the enhancement of its international communication capacity and the global influence of Chinese culture as strategic measures to navi... Amid the intensifying global competition for discursive power,China has prioritized the enhancement of its international communication capacity and the global influence of Chinese culture as strategic measures to navigate a complex international public opinion environment.This evolving context has expanded the mission of foreign language education beyond its traditional role as a bridge for cultural exchange,positioning it as a critical means for cultivating talent that serves national strategies and contributes to shaping China’s global image.However,traditional models of foreign language education-limited by their predominantly instrumental orientation-are increasingly insufficient for this broader mission.In response,the ideological and political“Curriculum Chain”for foreign language majors has been introduced as a top-level structural reform.It establishes an integrated curricular framework that holistically links linguistic competence,disciplinary application,and value orientation.By embedding language learning within authentic professional contexts and nationally strategic frameworks,this model enables the implicit cultivation of students’ideological awareness and value systems,thereby fundamentally redefining the competence structure of foreign language professionals. 展开更多
关键词 Foreign languages Ideological and political education curriculum chain Talent cultivation
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Exploring Challenges in Teaching English Through Literature Curriculum in Myanmar Higher Education:Insights from Stakeholders
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作者 Mary 《Sino-US English Teaching》 2025年第12期251-262,共12页
The objectives of this qualitative research were:(a)to analyze the challenges faced by English literature teachers in teaching English through literature curriculum in English as a foreign language(EFL)classrooms of M... The objectives of this qualitative research were:(a)to analyze the challenges faced by English literature teachers in teaching English through literature curriculum in English as a foreign language(EFL)classrooms of Myanmar;and(b)to examine the insights from stakeholders towards teaching English through literature curriculum in EFL classrooms of Myanmar.The samples were composed of 27 English literature teachers from specific Arts and Science Universities,six government officials and three local business leaders.They were selected through a purposive sampling method.The research conducted through a semi-structured interview,classroom observation,and focus group discussion.Content analysis and document analysis were used to analyze the data.The findings suggest that challenges can be categorized into three groups:student-related,teacher-related,and external factors.Additionally,the study highlights the importance of students’language proficiency,linguistic,and stylistic complexity of texts,and cultural familiarity in influencing the teaching-learning process.The results contribute to a better understanding of the challenges faced by English literature teachers in Myanmar,offering insights for the improvement of teaching practices in this context. 展开更多
关键词 CHALLENGES English literature curriculum Myanmar Higher Education insights from stakeholders
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Practical Exploration of the"Curriculum Ideology and Politics+Innovation and Entrepreneurship"Collaborative Education Model in the Construction of Horticulture Major:A Case Study of Horticultural Plant Pathology
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作者 Huiqin LIU Baotong LI +1 位作者 Zhaorong CHEN Hongying SHAN 《Plant Diseases and Pests》 2025年第5期32-35,38,共5页
Using the curriculum of horticultural plant pathology as a starting point,this paper investigates the collaborative education model of"curriculum ideology and politics+innovation and entrepreneurship".It exp... Using the curriculum of horticultural plant pathology as a starting point,this paper investigates the collaborative education model of"curriculum ideology and politics+innovation and entrepreneurship".It expounds the necessity of constructing this model,proposes implementation paths from aspects such as the integration of ideological and political elements,the cultivation of innovation and entrepreneurship capabilities,and the construction of a collaborative education mechanism.Furthermore,it analyzes the practical effects,challenges encountered,and corresponding response strategies,thereby offering a valuable reference for the training of professionals in horticulture. 展开更多
关键词 Horticulture major curriculum ideology and politics Innovation and entrepreneurship Collaborative education Horticultural plant pathology
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Exploration of Student-centered Curriculum Ideological and Political Teaching under the Background of Rural Revitalization Strategy : A Case Study of Crop Breeding
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作者 Hui LI Yinghong TANG 《Agricultural Biotechnology》 2025年第4期76-80,共5页
Crop Breeding is a compulsory course for agriculture-related majors and serves as an important platform for cultivating talents in agriculture,rural areas and farmers.Curriculum ideological and political education in ... Crop Breeding is a compulsory course for agriculture-related majors and serves as an important platform for cultivating talents in agriculture,rural areas and farmers.Curriculum ideological and political education in the course of Crop Breeding can not only impart professional knowledge to students,but also shape their correct outlook on life,world and values.Based on elaborating the necessity of integrating curriculum ideological and political education into the Crop Breeding course,this paper deeply explored ideological and political elements and achieved their organic integration with professional knowledge.Throughout the teaching process,the educational effect of combining professional knowledge instruction with ideological and political education has been achieved,thereby creating new pathways for ideological and political development in the Crop Breeding course.While enabling students to learn and master basic theories,developmental trends,and cutting-edge knowledge of the discipline,this approach enhances students sense of identity and belonging to the profession,cultivates their dedication to agriculture,rural areas,and farmers,and strengthens their sense of responsibility and historical mission in revitalizing agriculture.Therefore,it can foster high-quality agricultural talents for China s rural revitalization strategy. 展开更多
关键词 Crop Breeding curriculum ideological and political education Rural revitalization Teaching reform
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