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The Empirical Research of Native Thinking in the Process of English Composition
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作者 耿娟娟 贾颖 《疯狂英语(理论版)》 2016年第3期185-186,182,共3页
The method of questionnaire is employed to investigate the impact of Chinese thinking in the writing processes of 80 college English majors.It reveals that the English writing process is a bilingual event(namely,Engli... The method of questionnaire is employed to investigate the impact of Chinese thinking in the writing processes of 80 college English majors.It reveals that the English writing process is a bilingual event(namely,English writers have both Chinese and English at their disposal when they are composing in English).And no matter whether the English proficiency of the learners is high or low,the learners have a great dependence on Chinese thinking in the process of English writing.In the categories of task reacting and content organizing,there is no great difference between the high and low English proficiency students.But in the category of linguistic form,the influence of Chinese thinking on the low level students is far greater than the high level students. 展开更多
关键词 native thinking WRITING task reacting content organizing linguistic form empirical research
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面向6G核心网的AI-Native NWDAF网元开发架构 被引量:2
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作者 何世文 戴诗棋 +3 位作者 董浩磊 彭石林 张晓宇 钱育蓉 《移动通信》 2025年第1期81-90,共10页
内生智能的通信网络被认为是第六代移动通信网络发展的关键技术之一。在深入分析开发内生智能网络数据分析功能网元所面临的数据采集、隐私保护、模型管理以及灵活可扩展等挑战的基础上,提出一种具备并行化数据采集与处理能力、高效化... 内生智能的通信网络被认为是第六代移动通信网络发展的关键技术之一。在深入分析开发内生智能网络数据分析功能网元所面临的数据采集、隐私保护、模型管理以及灵活可扩展等挑战的基础上,提出一种具备并行化数据采集与处理能力、高效化模型训练与管理机制以及强容错性和可扩展性的内生智能网络数据分析功能网元开发架构。该架构旨在实现数据采集、数据分析、数据存储、模型决策一体化的目标,从而能有效应对第六代移动通信网络环境中的复杂需求。结合Kubernetes、流式化处理、微服务化等前沿技术,开发了实验室环境中的验证系统平台,进而验证了所提出架构的有效性并分析了系统性能。 展开更多
关键词 内生智能 流式处理 网络数据分析功能网元
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Native-PAGE检测线粒体复合体酶I活性实验设计
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作者 李莲 王居锋 赖德华 《实验室科学》 2025年第1期29-32,共4页
生物氧化是生物化学代谢部分的重要内容,因其复杂性和抽象性不易被学生理解。采用非变性聚丙烯酰胺凝胶电泳(Native polyacrylamide gel electrophoresis, Native-PAGE)构建了适用于本科实验教学的“线粒体复合体酶I活性方法”。从锥虫... 生物氧化是生物化学代谢部分的重要内容,因其复杂性和抽象性不易被学生理解。采用非变性聚丙烯酰胺凝胶电泳(Native polyacrylamide gel electrophoresis, Native-PAGE)构建了适用于本科实验教学的“线粒体复合体酶I活性方法”。从锥虫中提取线粒体粗体物,以10μg/孔样品蛋白上样量,进行非变性聚丙烯酰胺凝胶电泳, NADH脱氢酶酶促反应时间为30分钟,可得到分辨率高、条带清晰的特异性酶活性条带。将Native-PAGE方法应用到本科生化实验中,可有效拓展教学内容,有助于教学紧密联系科研,对本科生化实验教学的开展有借鉴意义。 展开更多
关键词 非变性聚丙烯酰胺凝胶电泳 生物氧化 线粒体复合体酶I 酶活性
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A Probe into the Relationship between Native Language Thinking and the Oral English Output Process of the College Students
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作者 PEI Jie-jun(Physical Education College of Zhengzhou University,Zhengzhou 452470,China) 《海外英语》 2012年第6X期106-107,共2页
Scholars have used the method of thinking aloud to conduct experiments on the relationship between mother tongue thinking and college students' spoken English output process.Referring to the experimental data,this... Scholars have used the method of thinking aloud to conduct experiments on the relationship between mother tongue thinking and college students' spoken English output process.Referring to the experimental data,this essay try to do a further study on mother tongue thinking' function of each oral output process,especially the function of the idea-organizing.It is designed to enable non-English major college students consciously to take advantage of the positive transfer of mother tongue thinking and take the initiative to adapt to the English thinking pattern in order to achieve the objective of improving their English oral communication skills and ensure the effectiveness of language learning. 展开更多
关键词 MOTHER TONGUE thinking students’ SPOKEN English OU
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Cultivation of Students’Critical Thinking Ability in College English Audio-Visual and Oral Teaching 被引量:1
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作者 Hui Zhang 《Journal of Contemporary Educational Research》 2025年第6期36-41,共6页
With the increasingly prominent trend of globalization,English,as the common language of international communication,plays an increasingly important role in university education.As a key link in English teaching,the c... With the increasingly prominent trend of globalization,English,as the common language of international communication,plays an increasingly important role in university education.As a key link in English teaching,the college English audio-visual oral course not only imparts language knowledge and skills,but also shoulders the important task of cultivating students’critical thinking.As one of the essential core qualities of modern talents,critical thinking ability plays an irreplaceable role in students’in-depth understanding of English knowledge,improving intercultural communication ability and cultivating innovative thinking.This paper expounds the significance of cultivating students’critical thinking ability in college English audio-visual and oral teaching,and puts forward a series of innovative teaching strategies to cultivate students’critical thinking ability combined with practical teaching experience and cutting-edge education theory,in order to provide new ideas and practical guidance for the improvement of college English teaching quality and the development of students’comprehensive quality. 展开更多
关键词 Critical thinking ability College English Audio-visual and oral teaching
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基于模拟执行的Android应用Java方法与Native函数的映射识别
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作者 徐贯虹 傅建明 +1 位作者 聂宇 解梦飞 《信息安全学报》 2025年第3期1-17,共17页
Native code被广泛应用,为移动应用提供丰富的功能和开发方面的便利性。然而,Native code天然的跨层执行行为给Android应用数据流分析带来了挑战。由于语言与程序运行机制的差异,过去针对Android应用的数据流分析往往仅关注Java层代码行... Native code被广泛应用,为移动应用提供丰富的功能和开发方面的便利性。然而,Native code天然的跨层执行行为给Android应用数据流分析带来了挑战。由于语言与程序运行机制的差异,过去针对Android应用的数据流分析往往仅关注Java层代码行为,这种跨层分析断点使得隐私泄露和恶意代码行为可以轻易地隐藏在Native层中。针对这一问题,现有工作尝试基于静态分析建立Java与Native之间的方法调用映射,从而补全跨层行为分析的断点。然而,这些方案既无法应对Native库中广泛存在的保护机制,也缺乏对Native方法动态绑定机制的理解。在本文中,我们提出了JNativeEmu,一种基于模拟执行的跨层方法调用映射分析工具。JNativeEmu以跨层调用注册作为解析入口,在模拟执行过程中补全基本的系统调用与JNI依赖。通过符号执行的引导,它能够准确建模Android应用中的跨层映射,为后续的跨层数据流分析提供可靠的支持。JNativeEmu的方法增强了对Native code跨层执行行为的理解,解决了现有数据流分析的跨层分析局限。我们对应用市场50个流行应用中1309个Native库的分析结果表明,JNativeEmu能够正确模拟执行其中83.2%的Native库并且没有发生崩溃。进一步地,在动态注册Native方法的解析成功数量上,JNativeEmu的识别结果较Jn-saf提高了2.23倍。此外,本文还通过案例研究对Native库中的函数注册实现和相应的程序保护机制进行了具体分析。 展开更多
关键词 本地代码 跨层程序分析 混淆 模拟执行
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Increasing Motivation by Way of Alternative Training: Students and Lecturers Collaborate on a Dynamic Course on Developing Thinking
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作者 Mahmood Khalil Lina Boulos Yaser Awad 《Psychology Research》 2016年第6期327-344,共18页
关键词 合作开发 大学生 激励 训练 问卷调查 评价方法 约翰逊 卡普兰
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Facilitator or Barrier?A Systematic Review on the Relationship between Artificial Intelligence Technologies and the Development of Critical Thinking Skills
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作者 Haoming Lin Wei Wei Handan Lu 《教育技术与创新》 2025年第2期11-24,共14页
The advancement of Artificial Intelligence(AI)has garnered significant attention within the academic research community,reflecting the prevailing zeitgeist.However,there is a paucity of literature that has delved into... The advancement of Artificial Intelligence(AI)has garnered significant attention within the academic research community,reflecting the prevailing zeitgeist.However,there is a paucity of literature that has delved into its connection with the higher order thinking skills of human beings.The purpose of this systematic review is to investigate the relationship between AI utilization and the development of critical thinking(CT)in the field of education.A systematic literature search was performed in two databases,Web of Science and Scopus,with a focus on empirical studies related to AI and CT.The review process followed the PRISMA framework and adopted a bottom-up approach,Ultimately,the integrated review synthesized 21 eligible studies from a total of 649 articles.The systematic review identified three relationships between AI technologies and CT.The results suggest that AI technologies can help to enhance learners’CT skills(n=13).However,excessive or inappropriate utilization of AI may hinder CT development(n=7).Moreover,the cultivation of CT skills has been shown to positively influence the effectiveness of AI utilization(n=4).This article represents the first literature review to delve into the reciprocal relationship between AI implementation and CT development within the education field,striving to illuminate the ways in which learners can enhance their higher-order thinking skills through more effective utilization of AI technologies. 展开更多
关键词 artificial intelligence critical thinking systematic review higher-order thinking education
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Fostering Student Metaphorical Thinking in EFL Reading Classes Through the Method of Constructing a Text Associative-Semantic Field
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作者 Daria Zhgun 《Sino-US English Teaching》 2025年第3期67-81,共15页
The present study explores the importance of developing metaphorical thinking skills in students within the framework of English as a Foreign Language(EFL)reading courses at the tertiary educational level.Metaphorical... The present study explores the importance of developing metaphorical thinking skills in students within the framework of English as a Foreign Language(EFL)reading courses at the tertiary educational level.Metaphorical thinking is viewed as the ability to envisage the world figuratively,perceive associatively,and express oneself creatively.It is crucial to recognize metaphors in texts,interpret the complex images they evoke,and generate new metaphors.It is especially needful in the current era of clip thinking and fragmented information processing when students often approach content superficially rather than comprehensively,leading to decreased cognitive activity and a diminished capacity to understand literature.To foster metaphorical thinking,the paper suggests building a text associative-semantic field focusing on metaphors.Due to its hierarchical structure,which can be envisioned as a dense nucleus surrounded by a central region of synonyms and further enveloped by a periphery of more loosely associated linguistic units,the text associative-semantic field is seen as a potent solution for facilitating improved visualization and more holistic comprehension of information,allowing students for expanding their vocabulary and strengthening associative connections.Notably,the study highlights analyzing the metaphors of emotional states as they contribute significantly to a more profound interpretation of the text,understanding the writer’s unique style,deepening the students’engagement with the book,and expanding their emotional experiences. 展开更多
关键词 EFL reading FICTION clip thinking METAPHOR metaphorical thinking emotion FEAR text associative-semantic field
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Possibilities of native endophytic fungi as entomopathogenic biocontrol agents at a local scale:the case of deciduous and non-deciduous Mediterranean forest trees
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作者 Álvaro Benito-Delgado Sergio Diez-Hermano Julio Javier Diez 《Journal of Forestry Research》 2025年第3期224-236,共13页
Tree endophytic fungi play an important role in reducing insect herbivory,either by repelling them or kill-ing them directly.Identifying which fungi show such activ-ity could lead to new environmentally friendly pesti... Tree endophytic fungi play an important role in reducing insect herbivory,either by repelling them or kill-ing them directly.Identifying which fungi show such activ-ity could lead to new environmentally friendly pesticides.In this study,the Mediterranean basin climate conditions are projected to harshen in the next decades,will increase vulnerability of tree species to pest invasions.Endophytic fungi were isolated from wood and leaves of Quercus pyr-enaica,Q.ilex and Q.suber and tested for virulence against adults of the mealworm beetle,Tenebrio molitor L.using a direct contact method.Only 3 of 111 sporulating isolates had entomopathogenic activity,all identified as Lecanicillium lecanii.The pathogenicity of L.lecanii on T.molitor resulted in a median lethal time(TL50)of 14-16 d.Compared with commercial products,L.lecanii caused faster insect death than the nematode Steinernema carpocapsae and nuclear polyhedrosis virus(no effect on T.molitor survival),and slower than Beauveria bassiana(TL50=5),Beauveria pseu-dobassiana(TL50=8d)and Bacillus thuriengensis(80%mortality first day after inoculation).Mortality was also accelerated under water stress,reducing TL50 by an addi-tional 33%.Remarkably,water stress alone had a comparable effect on mortality to that of L.lecanii isolates.This study confirms T.molitor as a good model insect for pathogenicity testing and agrees with management policies proposed in the EU Green Deal. 展开更多
关键词 BIOCONTROL PESTICIDE Tree pest native fungi Climate change
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Enhancing Roaming Security in Cloud-Native 5G Core Network through Deep Learning-Based Intrusion Detection System
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作者 I Wayan Adi Juliawan Pawana Vincent Abella +2 位作者 Jhury Kevin Lastre Yongho Ko Ilsun You 《Computer Modeling in Engineering & Sciences》 2025年第11期2733-2760,共28页
Roaming in 5G networks enables seamless global mobility but also introduces significant security risks due to legacy protocol dependencies,uneven Security Edge Protection Proxy(SEPP)deployment,and the dynamic nature o... Roaming in 5G networks enables seamless global mobility but also introduces significant security risks due to legacy protocol dependencies,uneven Security Edge Protection Proxy(SEPP)deployment,and the dynamic nature of inter-Public Land Mobile Network(inter-PLMN)signaling.Traditional rule-based defenses are inadequate for protecting cloud-native 5G core networks,particularly as roaming expands into enterprise and Internet of Things(IoT)domains.This work addresses these challenges by designing a scalable 5G Standalone testbed,generating the first intrusion detection dataset specifically tailored to roaming threats,and proposing a deep learning based intrusion detection framework for cloud-native environments.Six deep learning models including Multilayer Perceptron(MLP),one-dimensional Convolutional Neural Network(1D CNN),Autoencoder(AE),Recurrent Neural Network(RNN),Gated Recurrent Unit(GRU),and Long Short-Term Memory(LSTM)were evaluated on the dataset using both weighted and balanced metrics to account for strong class imbalance.While all models achieved over 99%accuracy,recurrent architectures such as GRU and LSTM outperformed others in balanced accuracy and macro-level evaluation,demonstrating superior effectiveness in detecting rare but high-impact attacks.These results confirm the importance of sequence-aware Artificial Intelligence(AI)models for securing roaming scenarios,where transient and contextdependent threats are common.The proposed framework provides a foundation for intelligent,adaptive intrusion detection in 5G and offers a path toward resilient security in Beyond 5G and 6G networks. 展开更多
关键词 ROAMING 5G cloud native intrusion detection system deep learning
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Habitat association and demographic rates for large tree species:implications for native tree species used in forestry
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作者 Yue Bin Honglin Cao +3 位作者 Diego IRodríguez‑Hernández Zi Wang Chengjin Chu Buhang Li 《Journal of Forestry Research》 2025年第1期139-149,共11页
Exotic tree species,though widely used in forestry and restoration projects,pose great threats to local ecosystems.They need to be replaced with native species from natural forests.We hypothesized that natural forests... Exotic tree species,though widely used in forestry and restoration projects,pose great threats to local ecosystems.They need to be replaced with native species from natural forests.We hypothesized that natural forests contain large,fast-growing,dominant native tree species that are suitable for specific topographic conditions in forestry.We tested this hypothesis using data from a 50-ha forest dynamics plot in subtropical China.We classified the plot into the ridge,slope,and valley habitats and found that 34/87 species had significant associations with at least one topographic habitat.There were 90 tree species with a maximum diameter≥30 cm,and their abundances varied widely in all habitat types.In all habitat types,for most species,rate of biomass gain due to recruitment was<1%of its original biomass,and rate of biomass gain due to tree growth was between 1 and 5%of its original biomass.For most species,biomass loss due to tree mortality was not significantly different than biomass gain due to recruitment,but the resulting net biomass increment rates did not significantly differ from zero.The time required to reach a diameter of 30 cm from 1 cm diameter for Altingia chinensis in the slope habitat,for Quercus chungii and Morella rubra in the ridge habitat and for Castanopsis carlesii in all habitats could be as short as 30 years in our simulations based on actual distributions of tree growth observed in the forest.Principal component analyses of maximum diameter,abundance and net biomass increment rates suggested several species were worthy of further tests for use in forestry.Our study provides an example for screening native tree species from natural forests for forestry.Because native tree species are better for local ecosystems,our study will also contribute to biodiversity conservation in plantations. 展开更多
关键词 native tree species Growth simulation Timber Wood product Subtropical forest
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Imaging and Quantifying the Diversity of Native NMDA Receptors
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作者 Sophie Shi David Stroebel +1 位作者 Laetitia Mony Pierre Paoletti 《Neuroscience Bulletin》 2025年第7期1307-1310,共4页
N-methyl-D-aspartate receptors(NMDARs)play crucial roles in neuronal plasticity and brain function by sensing key neurotransmitters,such as glutamate and glycine.In a tour-de-force,Zhang et al.[1]provide the first ima... N-methyl-D-aspartate receptors(NMDARs)play crucial roles in neuronal plasticity and brain function by sensing key neurotransmitters,such as glutamate and glycine.In a tour-de-force,Zhang et al.[1]provide the first images of native NMDARs directly extracted from rat brains,revealing key aspects of NMDAR assembly and diversity. 展开更多
关键词 neuronal plasticity native nmda receptors IMAGING GLUTAMATE brain function NEUROTRANSMITTERS GLYCINE
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How citizen science helps to expand the distribution and describe predictors related to a native land snail, while also introducing spatial biases
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作者 Rodrigo M.Barahona-Segovia Persy Gómez +4 位作者 Belén Céspedes-Parada Constanza Soto-Silva Matías González-Tobar Christopher Olea-Hernández Elías Alfaro 《Current Zoology》 2025年第5期620-632,共13页
Although mollusks represent Earth’s second most diverse invertebrate group,their natural history and ecology are still scarcely known.The compilation of non-traditional data,such as those from citizen science,represe... Although mollusks represent Earth’s second most diverse invertebrate group,their natural history and ecology are still scarcely known.The compilation of non-traditional data,such as those from citizen science,represents an alternative to fill these gaps,particularly on striking land snail species such as Macrocyclis peruvianus.Based on long-term citizen science,we aimed to update and describe some basic ecological aspects,such as the distribution and protected area types used by M.peruvianus.We performed pairwise comparisons to test potential changes in occurrence and occupancy among administrative regions,forest types,and protected area types using chi-squared tests.The citizen scientists were also asked to provide the number of M.peruvianus individuals observed and the tree species that dominated their habitat.Thus,we tested if the number of land snails found by citizen scientists could be related to forest and protected area types using a generalized linear mixed model.We expanded the northern distributional limit,with Nothofagus,evergreen,and mixed forests far the most frequented by M.peruvianus.Parallelly,the occurrence of M.peruvianus in official protected areas(65.73%)was significantly higher than in privately owned areas.Moreover,we did not find associations between forest and protected area types with the number of M.peruvianus recorded.Although citizen science is a helpful method for obtaining novel information regarding the ecology of neglected species such as M.peruvianus,it also introduces spatial and occurrence biases explained by the access and attractiveness of the officially protected areas compared to privately owned patches of native forest. 展开更多
关键词 central-southern Chile evergreen forest mixed forest native mollusk Nothofagus forest protected areas
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A Brief Discussion on Cultivating Thinking Skills in High School History Education
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作者 Peiyan Yang 《Journal of Contemporary Educational Research》 2025年第1期221-226,共6页
Historical thinking refers to a cognitive activity or process that integrates general thinking with specific thinking activities unique to the history discipline.Historical thinking skills,therefore,represent the abil... Historical thinking refers to a cognitive activity or process that integrates general thinking with specific thinking activities unique to the history discipline.Historical thinking skills,therefore,represent the ability to solve problems demonstrated within the context of historical thinking activities.Cultivating high school students’historical thinking skills requires teachers to familiarize themselves with the fundamental characteristics of students’historical thinking,guide them in deeply understanding the basic concepts and principles of historical thinking,refine their cognitive structures,innovate teaching,learning,and evaluation methods,and stimulate intrinsic motivation for learning.This is not only a vital field of theoretical research in high school history education but also a key aspect of the reform and development of history teaching in secondary schools. 展开更多
关键词 High school History thinking skills CULTIVATION
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Transforming Medical Education:Cultivating Statistical Thinking in the AI Era
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作者 Songhua Hu Yingshui Yao +1 位作者 Jiao Tan Yan Chen 《Journal of Contemporary Educational Research》 2025年第10期238-252,共15页
Artificial intelligence(AI)is rapidly transforming healthcare and medical education.Strong statistical thinking skills are vital for evaluating and applying AI tools.However,traditional medical statistics education ha... Artificial intelligence(AI)is rapidly transforming healthcare and medical education.Strong statistical thinking skills are vital for evaluating and applying AI tools.However,traditional medical statistics education has not adapted to this demand.This paper first analyzes the connotation and importance of statistical thinking,points out the significant challenges currently faced by medical statistics education,and then proposes strategies such as innovative teaching methods combined with evidence-based medicine,utilizing AI platforms for supplemental teaching,multidisciplinary integration,and strengthening the understanding of the statistical foundations of AI to enhance the statistical thinking abilities of medical professionals.This study emphasizes the importance of cultivating medical statistical thinking in the era of AI to improve the quality of medical education and ensure the safety and effectiveness of future medical services. 展开更多
关键词 Artificial intelligence Medical education Statistical thinking Cultivation strategies
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Services Oriented Education,Shape Service Thinking for Software Engineering Students
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作者 Shijun Liu Lizhen Cui Li Pan 《计算机教育》 2025年第3期87-94,共8页
In recent years,service computing has been widely integrated into software development.Web service development,especially under the RESTful schema,needs to guide students in transferring from object-oriented to resour... In recent years,service computing has been widely integrated into software development.Web service development,especially under the RESTful schema,needs to guide students in transferring from object-oriented to resource-oriented architectural thinking and cultivating students’literacy in design thinking,design patterns,and development methods.This paper introduces the foundations of service thinking with a brief review of service sciences,the core features of service thinking,and how to train service thinking of students.It also introduces a case study in Shandong University in the construction of a service computing curriculum system,especially how to highlight the cultivation of service thinking in the design of service software system. 展开更多
关键词 Services oriented education Service thinking Service computing
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Design thinking pedagogy effects on undergraduates’career decision-making self-efficacy and employability:A pilot intervention study
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作者 Yahong Cai Nalini Arumugam Yukai Chen 《Journal of Psychology in Africa》 2025年第3期327-333,共7页
This study examined the effects of design thinking pedagogy on undergraduates’career decision-making selfefficacy and employability in career education.Using a quasi-experimental design,Chinese college students(N=93)... This study examined the effects of design thinking pedagogy on undergraduates’career decision-making selfefficacy and employability in career education.Using a quasi-experimental design,Chinese college students(N=93)were participants in two wings.The experimental group(n=47)received the design thinking pedagogy,while the control group(n=46)followed the regularly teacher-centered method.The students completed the career decision-making self-efficacy scale and employability scale before and after the intervention.Independent samples t-test results showed that design thinking pedagogy significantly improves students’career decision-making self-efficacy and employability.The ANCOVA results showed that the pretest scores of career decision-making self-efficacy and employability had no significant association with the experimental intervention.There was no interaction between the treatment and pretest scores.It would seem that experimental design thinking pedagogy implemented in career guidance courses has little effect compared to the usual course presentation.Nonetheless,prospects for the implementation of design thinking-guided learning activities to support interdisciplinary learning for improved higher education and career development outcomes need further exploration. 展开更多
关键词 design thinking pedagogy career decision-making self-efficacy EMPLOYABILITY career education
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Research on the College English Teaching Mode Based on the Integration of Language Learning and Critical Thinking Ability Training
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作者 Hui Zhang 《Journal of Contemporary Educational Research》 2025年第5期115-121,共7页
Under the tide of economic globalization,college English teaching should not only focus on the improvement of language ability,but also on the cultivation of students’critical thinking ability.This paper takes the in... Under the tide of economic globalization,college English teaching should not only focus on the improvement of language ability,but also on the cultivation of students’critical thinking ability.This paper takes the integration of language learning and critical thinking ability as the breakthrough point,explores the college English teaching mode under the background of the integration of the two,analyzes the current situation and disadvantages of the separation of the two in the current teaching,and puts forward the integration path from the aspects of curriculum design,teacher training,evaluation system,and so on.With the help of activities such as creating real language situations,carrying out debates and critical reading,it helps students strengthen the improvement of logical analysis and critical thinking ability in their gradual learning,realize the coordinated development of language learning and critical thinking ability,and cultivate compound talents with both language literacy and critical thinking ability for the society. 展开更多
关键词 Language learning Critical thinking ability INTEGRATION College English Teaching model
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AI-Driven Research Ecosystem: Unifying Human-AI Collaboration Models and New Research Thinking Paradigms
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作者 Feng Xiong Xinguo Yu +1 位作者 Hon Wai Leong Anran Ma 《教育技术与创新》 2025年第1期39-53,共15页
The integration of artificial intelligence(AI)is fundamentally reshaping the scientific research,giving rise to a new era of discovery and innovation.This paper explores this transformative shift,introducing an innova... The integration of artificial intelligence(AI)is fundamentally reshaping the scientific research,giving rise to a new era of discovery and innovation.This paper explores this transformative shift,introducing an innovative concept of the“AI-Driven Research Ecosystem”,a dynamic and collaborative research environment.Within this ecosystem,we focus on the unification of human-AI collaboration models and the emerging new research thinking paradigms.We analyze the multifaceted roles of AI within the research lifecycle,spanning from a passive tool to an active assistant and autonomous participants,and categorize these interactions into distinct human-AI collaboration models.Furthermore,we examine how the pervasive involvement of AI necessitates an evolution in human research thinking,emphasizing the significant roles of critical,creative,and computational thinking.Through a review of existing literature and illustrative case studies,this paper provides a comprehensive overview of the AI-driven research ecosystem,highlighting its potential for transforming scientific research.Our findings advance the current understanding of AI’s multiple roles in research and underscore its capacity to revolutionize both knowledge discovery and collaborative innovation,paving the way for a more integrated and impactful research paradigm. 展开更多
关键词 AI research ecosystem human–AI collaboration research thinking research paradigm
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