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基于游戏化设计的个性化推荐用户算法素养启发模式
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作者 刘静 白芳睿 吴丹 《图书馆论坛》 北大核心 2025年第7期121-131,共11页
算法作为人工智能的支撑性技术已被广泛应用于人们的生活中,对个体理解、认知算法的能力提出了新的要求。个性化推荐是算法应用的重要情境之一,深度解剖和挖掘人们构建算法认知的过程,对提升算法素养具有重要意义。文章面向算法素养设... 算法作为人工智能的支撑性技术已被广泛应用于人们的生活中,对个体理解、认知算法的能力提出了新的要求。个性化推荐是算法应用的重要情境之一,深度解剖和挖掘人们构建算法认知的过程,对提升算法素养具有重要意义。文章面向算法素养设计启发式情境游戏并开展用户实验,采集30名用户体验游戏的过程信息和反馈数据,在系统聚类的基础上采用归纳内容分析法对质性数据进行内容编码,识别了用户感知和理解算法的三种启发模式。在情境信息探索模式下,用户善于探索和挖掘页面中与算法相关的信息线索并获得启发,形成对算法的全面理解;在情境信息锁定模式下,用户更多基于个人知识经验积累,快速锁定与算法相关的核心信息以获得启发;在情境信息综合模式下,用户兼具探索和锁定的双重特点,善于将游戏经历与现实结合,进而启发现实生活。文章针对不同启发模式下用户的特点提出不同的算法素养启发策略。 展开更多
关键词 算法素养 游戏化 启发模式 个性化推荐
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引入启发创新模式的电力电子技术实验教学改革 被引量:28
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作者 陈怡 南余荣 《实验技术与管理》 CAS 北大核心 2017年第2期28-30,共3页
针对传统模式的电力电子技术实验教学引入启发创新模式,先抓住实验内容在知识更新方面滞后和实验室在新实验拓展方面不足这2个核心问题,从实验内容、实验方式、教学情景设计3个方面入手做出改进;再通过传统模式和启发创新模式互融的教... 针对传统模式的电力电子技术实验教学引入启发创新模式,先抓住实验内容在知识更新方面滞后和实验室在新实验拓展方面不足这2个核心问题,从实验内容、实验方式、教学情景设计3个方面入手做出改进;再通过传统模式和启发创新模式互融的教学方法激发学生的学习动能,促使学生在实验中能够自主地运用知识去解决实际问题。 展开更多
关键词 电力电子技术 实验教学改革 传统模式 启发创新模式
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诱导启发式教学模式应用于《园艺植物病虫害综合防治技术》课程的研究与实践 被引量:3
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作者 田婧 王海龙 邰连春 《安徽农学通报》 2013年第22期127-127,131,共2页
介绍了诱导启发式教学模式的概念、实施教学模式的意义和预期达到的教学目标,教学模式应用于《园艺植物病虫害综合防治技术》课程的研究途径与方法,在教学方法与手段上的改进与创新。通过对教学成果的验证,体现了诱导启发式教学模式在... 介绍了诱导启发式教学模式的概念、实施教学模式的意义和预期达到的教学目标,教学模式应用于《园艺植物病虫害综合防治技术》课程的研究途径与方法,在教学方法与手段上的改进与创新。通过对教学成果的验证,体现了诱导启发式教学模式在该类课程教学中的价值。 展开更多
关键词 诱导启发式教学模式 应用 研究 实践
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“启发—创新”模式与大学英语教学 被引量:2
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作者 李鲁平 《中国农业大学学报(社会科学版)》 2002年第4期90-92,共3页
文章针对目前大学英语教学的现状和存在的问题 ,从教育学的角度出发 。
关键词 "启发-创新"模式 英语教学 高校 教育模式
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启发式教学模式在节水灌溉技术课程中的应用 被引量:1
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作者 贾兵 郝永胜 +2 位作者 李甜竹 刘熙 胡克玲 《现代农业科技》 2020年第1期257-258,共2页
为提高节水灌溉技术课程的教学质量,在传统教学基础上,通过对节水灌溉课程教学的研究,分析启发模式在本课程中的应用,并针对教学过程中出现的问题,提出了建议,深入挖掘课堂,注重对学生的个性品质的发展,以期提高学生创新、独立思考等方... 为提高节水灌溉技术课程的教学质量,在传统教学基础上,通过对节水灌溉课程教学的研究,分析启发模式在本课程中的应用,并针对教学过程中出现的问题,提出了建议,深入挖掘课堂,注重对学生的个性品质的发展,以期提高学生创新、独立思考等方面的能力。 展开更多
关键词 启发式教学模式 节水灌溉技术 应用 问题 建议
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启发式和参与式教学法在《种子加工与贮藏》课程中的实践研究 被引量:4
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作者 姜良宇 慈佳宾 +1 位作者 杨巍 任雪娇 《现代农业研究》 2022年第2期55-57,共3页
《种子加工与贮藏》课程是为种子科学与工程专业学生开设的一门专业课。该论文通过深入了解现代种子产业对种业人才的需求,基于启发式和参与式教学方式,结合种子科学与工程专业的人才培养方案,对课程进行改革,从而提高教学效果,有效调... 《种子加工与贮藏》课程是为种子科学与工程专业学生开设的一门专业课。该论文通过深入了解现代种子产业对种业人才的需求,基于启发式和参与式教学方式,结合种子科学与工程专业的人才培养方案,对课程进行改革,从而提高教学效果,有效调动学生学习的积极性,为现代种业发展培养优秀人才。 展开更多
关键词 种子加工与贮藏 启发式教学模式 参与式教学模式 应用研究
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PCMC教学法在《兽医临床诊断学》实验教学中的应用与思考 被引量:4
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作者 易华山 张德志 +1 位作者 王庆华 李前勇 《中国兽医杂志》 CAS 北大核心 2016年第10期109-110,共2页
PCMC(Problem-originated Clinical Medical Curriculum)教学模式首创于1965年加拿大McMaster大学,PCMC教学模式以典型临床病例作为基础、以问题作为导向的启发式教学模式,作为一种培养创新性人才的重要教学方法。《兽医临床诊断学》... PCMC(Problem-originated Clinical Medical Curriculum)教学模式首创于1965年加拿大McMaster大学,PCMC教学模式以典型临床病例作为基础、以问题作为导向的启发式教学模式,作为一种培养创新性人才的重要教学方法。《兽医临床诊断学》是专业基础课程向临床专业课过渡的桥梁与纽带,是兽医临床学科的入门课,其实验教学要求具有更高的实践操作性。 展开更多
关键词 兽医临床诊断 PCMC 实验教学 创新性人才 实践操作性 启发式教学模式 临床专业课 学习过程 入门课 originated
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Traffic assignment problem under tradable credit scheme in a bi-modal stochastic transportation network: A cumulative prospect theory approach 被引量:3
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作者 HAN Fei ZHAO Xiang-mo CHENG Lin 《Journal of Central South University》 SCIE EI CAS CSCD 2020年第1期180-197,共18页
The traffic equilibrium assignment problem under tradable credit scheme(TCS) in a bi-modal stochastic transportation network is investigated in this paper. To describe traveler’s risk-taking behaviors under uncertain... The traffic equilibrium assignment problem under tradable credit scheme(TCS) in a bi-modal stochastic transportation network is investigated in this paper. To describe traveler’s risk-taking behaviors under uncertainty, the cumulative prospect theory(CPT) is adopted. Travelers are assumed to choose the paths with the minimum perceived generalized path costs, consisting of time prospect value(PV) and monetary cost. At equilibrium with a given TCS, the endogenous reference points and credit price remain constant, and are consistent with the equilibrium flow pattern and the corresponding travel time distributions of road sub-network. To describe such an equilibrium state, the CPT-based stochastic user equilibrium(SUE) conditions can be formulated under TCS. An equivalent variational inequality(VI) model embedding a parameterized fixed point(FP) model is then established, with its properties analyzed theoretically. A heuristic solution algorithm is developed to solve the model, which contains two-layer iterations. The outer iteration is a bisection-based contraction method to find the equilibrium credit price, and the inner iteration is essentially the method of successive averages(MSA) to determine the corresponding CPT-based SUE network flow pattern. Numerical experiments are provided to validate the model and algorithm. 展开更多
关键词 tradable credit scheme cumulative prospect theory endogenous reference points generalized path costs stochastic user equilibrium variational inequality model heuristic solution algorithm
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Site selection of emergency material warehouse under fuzzy environment 被引量:2
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作者 刘诚 陈则辉 龚玉燕 《Journal of Central South University》 SCIE EI CAS 2013年第6期1610-1615,共6页
The objective of this work was to determine the location of emergency material warehouses. For the site selection problem of emergency material warehouses, the triangular fuzzy numbers are respectively demand of the d... The objective of this work was to determine the location of emergency material warehouses. For the site selection problem of emergency material warehouses, the triangular fuzzy numbers are respectively demand of the demand node, the distance between the warehouse and demand node and the cost of the warehouse, a bi-objective programming model was established with minimum total cost of the system and minimum distance between the selected emergency material warehouses and the demand node. Using the theories of fuzzy numbers, the fuzzy programming model was transformed into a determinate bi-objective mixed integer programming model and a heuristic algorithm for this model was designed. Then, the algorithm was proven to be feasible and effective through a numerical example. Analysis results show that the location of emergency material warehouse depends heavily on the values of degree a and weight wl. Accurate information of a certain emergency activity should be collected before making the decision. 展开更多
关键词 bi-objective mixed-integer programming emergency material warehouse triangular fuzzy number site selection
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Power loss reduction of distribution systems using BFO based optimal reconfiguration along with DG and shunt capacitor placement simultaneously in fuzzy framework 被引量:1
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作者 M.Mohammadi A.Mohammadi Rozbahani S.Bahmanyar 《Journal of Central South University》 SCIE EI CAS CSCD 2017年第1期90-103,共14页
In distribution systems,network reconfiguration and capacitor placement are commonly used to diminish power losses and keep voltage profiles within acceptable limits.Moreover,the problem of DG allocation and sizing is... In distribution systems,network reconfiguration and capacitor placement are commonly used to diminish power losses and keep voltage profiles within acceptable limits.Moreover,the problem of DG allocation and sizing is great important.In this work,a combination of a fuzzy multi-objective approach and bacterial foraging optimization(BFO) as a meta-heuristic algorithm is used to solve the simultaneous reconfiguration and optimal sizing of DGs and shunt capacitors in a distribution system.Each objective is transferred into fuzzy domain using its membership function.Then,the overall fuzzy satisfaction function is formed and considered a fitness function inasmuch as the value of this function has to be maximized to gain the optimal solution.The numerical results show that the presented algorithm improves the performance much more than other meta-heuristic algorithms.Simulation results found that simultaneous reconfiguration with DG and shunt capacitors allocation(case 5) has 77.41%,42.15%,and 56.14%improvements in power loss reduction,load balancing,and voltage profile indices,respectively in 33-bus test system.This result found 87.27%,35.82%,and 54.34%improvements of mentioned indices respectively for 69-bus system. 展开更多
关键词 network reconfiguration distributed generation (DG) capacitor banks fuzzy framework bacterial foragingoptimization
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Sequential fault diagnosis strategy with imperfect tests considering life cycle cost 被引量:2
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作者 张士刚 胡政 温熙森 《Journal of Central South University》 SCIE EI CAS 2013年第12期3513-3521,共9页
The problem of sequential fault diagnosis is to construct a diagnosis tree that can isolate the failure sources with minimal test cost. Pervious sequential fault diagnosis strategy generating algorithms only consider ... The problem of sequential fault diagnosis is to construct a diagnosis tree that can isolate the failure sources with minimal test cost. Pervious sequential fault diagnosis strategy generating algorithms only consider the execution cost at application stage, which may result in a solution with poor quality from the view of life cycle cost. Furthermore, due to the fact that uncertain information exists extensively in the real-world systems, the tests are always imperfect. In order to reduce the cost of fault diagnosis in the realistic systems, the sequential fault diagnosis problem with imperfect tests considering life cycle cost is presented and formulated in this work, which is an intractable NP-hard AND/OR decision tree construction problem. An algorithm based on AND/OR graph search is proposed to solve this problem. Heuristic search based on information theory is applied to generate the sub-tree in the algorithm. Some practical issues such as the method to improve the computational efficiency and the diagnosis strategy with multi-outcome tests are discussed. The algorithm is tested and compared with previous algorithms on the simulated systems with different scales and uncertainty. Application on a wheel momentum system of a spacecraft is studied in detail. Both the simulation and application results suggest that the cost of the diagnosis strategy can be reduced significantly by using the proposed algorithm, especially when the placement cost of the tests constitutes a large part of the total cost. 展开更多
关键词 test sequencing problem sequential fault diagnosis imperfect test life cycle cost AND/OR graph
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