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国外图书馆Google Analytics应用研究述评 被引量:4
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作者 黄晴珊 朱伟丽 《图书与情报》 CSSCI 北大核心 2013年第6期89-94,共6页
文章以Library,Information Science & Technology Abstracts数据库为信息来源,对采集到的Google Analytics应用相关文献从定量分析、研究主题、研究特色三个角度进行分析。提出图书馆应在加强Google Analytics应用的同时,注意与其... 文章以Library,Information Science & Technology Abstracts数据库为信息来源,对采集到的Google Analytics应用相关文献从定量分析、研究主题、研究特色三个角度进行分析。提出图书馆应在加强Google Analytics应用的同时,注意与其它方式结合,以掌握用户需求特点,实现科学决策。 展开更多
关键词 GOOGLE analytics 网站分析 图书馆网站 国外图书馆
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开放课程中的学习行为分析:来自Google Analytics的证据 被引量:14
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作者 罗恒 杨婷婷 +1 位作者 伊丽莎.理查德森 左明章 《中国电化教育》 CSSCI 北大核心 2017年第10期8-14,31,共8页
开放课程是开放教育资源运动的重要组成部分,对促进社会知识传播、推动教育全球化、实现教育公平有着重要意义。然而目前人们对开放课程中学习者社群及其学习行为的认识不够客观、全面和深入,缺乏基于实证数据的结论与发现。针对该研究... 开放课程是开放教育资源运动的重要组成部分,对促进社会知识传播、推动教育全球化、实现教育公平有着重要意义。然而目前人们对开放课程中学习者社群及其学习行为的认识不够客观、全面和深入,缺乏基于实证数据的结论与发现。针对该研究需求,该文利用Google Analytics网站流量分析工具对宾夕法尼亚州立大学一门开放课程中长达六年的网站流量数据进行了收集与分析,通过对学习者特征、在线学习行为和技术设备使用情况的统计和可视化呈现,揭示了高校开放课程中学习者社群和学习行为总体特点和衍变趋势。同时该文也探讨了利用Google Analytics工具进行学习行为分析的利弊。该文中呈现的在线学习行为统计结论能增进人们对开放课程这种新兴教学情境的了解,指导人们对在线课程网站和资源进行有针对性地评价与修改。 展开更多
关键词 开放课程 学习行为分析 网站流量分析 学习分析 GOOGLE analytics
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基于FAHP-TOPSIS法的地下空间开发地质适宜性评价
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作者 李浩民 瞿婧晶 张其琪 《科学技术与工程》 北大核心 2025年第30期13187-13196,共10页
为了客观评价地下空间开发地质适宜性并为评价工作提供一种新思路和参考,提出了一种基于三角模糊数的模糊层次分析法(fuzzy analytic hierarchy process based on triangular fuzzy numbers,FAHP)和优劣解距离法(technique for order pr... 为了客观评价地下空间开发地质适宜性并为评价工作提供一种新思路和参考,提出了一种基于三角模糊数的模糊层次分析法(fuzzy analytic hierarchy process based on triangular fuzzy numbers,FAHP)和优劣解距离法(technique for order preference by similarity to ideal solution,TOPSIS)相结合的评价方法。通过地质调查研究构建基于土体工程地质性质、水文地质条件、不良地质作用、地形地貌等影响因素为主的层次分析关系模型。基于专家判别利用FAHP计算各评价因素的权重,以各评价指标层的分级临界值作为典型评价样本,利用TOPSIS法对适宜性等级进行非等分划分,基于区间值优化的TOPSIS法建立最终评价模型,通过ArcGIS的空间分析功能等确定每个评价单元适宜性等级。该方法与传统方法相比一定程度上减少了评价过程中专家评判的过多主观影响,评价过程更倾向于定量化,结果更为客观。利用该方法对无锡市区浅层地下空间开发地质适宜性进行评价,评价结果与实际工程经验相符,证明了该方法的有效性,因此该方法对地下空间开发适宜性评价工作具有一定借鉴意义。 展开更多
关键词 FAHP(fuzzy analytic hierarchy process) TOPSIS(technique for order preference by similarity to an ideal solution) 城市地下空间 地质适宜性评价
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Hydraulic fracturing-based analytical method for determining seepage characteristics at tunnel-gasketed joints 被引量:1
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作者 GONG Chen-jie CHENG Ming-jin +2 位作者 FAN Xuan PENG Yi-cheng DING Wen-qi 《Journal of Central South University》 2025年第4期1520-1534,共15页
Waterproof performance of gaskets between segments is the focus of shield tunnels.This paper proposed an analytical method for determining seepage characteristics at tunnel-gasketed joints based on the hydraulic fract... Waterproof performance of gaskets between segments is the focus of shield tunnels.This paper proposed an analytical method for determining seepage characteristics at tunnel-gasketed joints based on the hydraulic fracturing theories.First,the mathematical model was established,and the seepage governing equation and boundary conditions were obtained.Second,three dimensionless parameters were introduced for simplifying the expressions,and the seepage governing equations were normalized.Third,analytical expressions were derived for the interface opening and liquid pressure.Moreover,the influencing factors of seepage process at the gasketed interface were analyzed.Parametric analyses revealed that,in the normalized criterion of liquid viscosity,the liquid tip coordinate was influenced by the degree of negative pressure in the liquid lag region,which was related to the initial contact stress.The coordinate of the liquid tip affected the liquid pressure distribution and the interface opening,which were analyzed under different liquid tip coordinate conditions.Finally,under two limit states,comparative analysis showed that the results of the variation trend of the proposed method agree well with those of previous research.Overall,the proposed analytical method provides a novel solution for the design of the waterproof in shield tunnels. 展开更多
关键词 shield tunnels segment joints seepage characteristics hydraulic fracture analytical solution
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A fast-running engineering tool for assessing structural vulnerability to blast loading
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作者 Carlo Crispino Salvatore Annunziata +2 位作者 Alberto Contini Luca Lomazzi Andrea Manes 《Defence Technology(防务技术)》 2025年第4期244-254,共11页
Assessing the vulnerability of a platform is crucial in its design.In fact,the results obtained from vulnerability analyses provide valuable information,leading to precise design choices or corrective solutions that e... Assessing the vulnerability of a platform is crucial in its design.In fact,the results obtained from vulnerability analyses provide valuable information,leading to precise design choices or corrective solutions that enhance the platform's chances of surviving different scenarios.Such scenarios can involve various types of threats that can affect the platform's survivability.Among such,blast waves impacting the platform's structure represent critical conditions that have not yet been studied in detail.That is,frameworks for vulnerability assessment that can deal with blast loading have not been presented yet.In this context,this work presents a fast-running engineering tool that can quantify the risk that a structure fails when it is subjected to blast loading from the detonation of high explosive-driven threats detonating at various distances from the structure itself.The tool has been implemented in an in-house software that calculates vulnerability to various impacting objects,and its capabilities have been shown through a simplified,yet realistic,case study.The novelty of this research lies in the development of an integrated computational environment capable of calculating the platform's vulnerability to blast waves,without the need for running expensive finite element simulations.In fact,the proposed tool is fully based on analytical models integrated with a probabilistic approach for vulnerability calculation. 展开更多
关键词 VULNERABILITY Blast loading Probabilistic assessment Analytical models Fast-running engineering tool
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Ground reaction curves for strain-softening rock masses with ground reinforcement based on unified strength criterion
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作者 CHEN Xuan-hao ZHANG Ding-li +1 位作者 SUN Zhen-yu CHEN Wen-bo 《Journal of Central South University》 2025年第9期3383-3404,共22页
Ground reinforcement is crucial for tunnel construction, especially in soft rock tunnels. Existing analytical models are inadequate for predicting the ground reaction curves (GRCs) for reinforced tunnels in strain-sof... Ground reinforcement is crucial for tunnel construction, especially in soft rock tunnels. Existing analytical models are inadequate for predicting the ground reaction curves (GRCs) for reinforced tunnels in strain-softening (SS) rock masses. This study proposes a novel analytical model to determine the GRCs of SS rock masses, incorporating ground reinforcement and intermediate principal stress (IPS). The SS constitutive model captures the progressive post- peak failure, while the elastic-brittle model simulates reinforced rock masses. Nine combined states are innovatively investigated to analyze plastic zone development in natural and reinforced regions. Each region is analyzed separately, and coupled through boundary conditions at interface. Comparison with three types of existing models indicates that these models overestimate reinforcement effects. The deformation prediction errors of single geological material models may exceed 75%. Furthermore, neglecting softening and residual zones in natural regions could lead to errors over 50%. Considering the IPS can effectively utilize the rock strength to reduce tunnel deformation by at least 30%, thereby saving on reinforcement and support costs. The computational results show a satisfactory agreement with the monitoring data from a model test and two tunnel projects. The proposed model may offer valuable insights into the design and construction of reinforced tunnel engineering. 展开更多
关键词 ground reinforcement STRAIN-SOFTENING unified strength criterion tunnel responses analytical model
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An improved model of the Pasternak foundation beam umbrella arch considering the generalized shear force
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作者 CHEN Lei JIA Chao-jun +3 位作者 LEI Ming-feng HE Yan-chun SHI Cheng-hua LI Ao 《Journal of Central South University》 2025年第4期1503-1519,共17页
The existing analytical models for umbrella arch method(UAM)based on elastic foundation beams often overlook the influence of the surrounding soil beyond the beam edges on the shear stresses acting on the beam.Consequ... The existing analytical models for umbrella arch method(UAM)based on elastic foundation beams often overlook the influence of the surrounding soil beyond the beam edges on the shear stresses acting on the beam.Consequently,such models fail to adequately reflect the continuity characteristics of soil deformation.Leveraging the Pasternak foundation-Euler beam model,this study considers the generalized shear force on the beam to account for the influence of soil outside the beam ends on the shear stress.An analytical model for the deformation and internal forces of finite-length beams subjected to arbitrary loads is derived based on the initial parameter method under various conditions.The mechanical model of the elastic foundation beam for advanced umbrella arch under typical tunnel excavation cycles is established,yielding analytical solutions for the longitudinal response of the umbrella arch.The reliability of the analytical model is verified with the existing test data.The improved model addresses anomalies in existing models,such as abnormal upward deformation in the loosened segment and maximum deflection occurring within the soil mass.Additionally,dimensionless characteristic parameters reflecting the relative stiffness between the umbrella arch structure and the foundation soil are proposed.Results indicate that the magnitude of soil characteristic parameters significantly influences the deformation and internal forces of the umbrella arch.Within common ranges of soil values,the maximum deformation and internal forces of the umbrella arch under semi-logarithmic coordinates exhibit nearly linear decay with decreasing soil characteristic parameters.The impact of tunnel excavation height on the stress of unsupported sections of the umbrella arch is minor,but it is more significant for umbrella arch buried within the soil mass.Conversely,the influence of tunnel excavation advance on the umbrella arch is opposite. 展开更多
关键词 elastic foundation beam Pasternak foundation generalized shear umbrella arch analytical model
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Stress gradient analytic solution and reasonable support prestress of roadway surrounding rock based on unified strength criterion:A case study
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作者 JING Suo-lin WEN Zhi-jie +2 位作者 ZUO Yu-jun LI Qiu-ju HAO Peng 《Journal of Central South University》 2025年第2期449-468,共20页
The stress gradient of surrounding rock and reasonable prestress of support are the keys to ensuring the stability of roadways.The elastic-plastic analytical solution for surrounding rock was derived based on unified ... The stress gradient of surrounding rock and reasonable prestress of support are the keys to ensuring the stability of roadways.The elastic-plastic analytical solution for surrounding rock was derived based on unified strength theory.A model for solving the stress gradient of the surrounding rock with the intermediate principal stress parameter b was established.The correctness and applicability of the solution for the stress gradient in the roadway surrounding rock was verified via multiple methods.Furthermore,the laws of stress,displacement,and the plastic zone of the surrounding rock with different b values and prestresses were revealed.As b increases,the stress gradient in the plastic zone increases,and the displacement and plastic zone radius decrease.As the prestress increases,the peak stress shifts toward the sidewalls,and the stress and stress gradient increments decrease.In addition,the displacement increment and plastic zone increment were proposed to characterize the support effect.The balance point of the plastic zone area appears before that of the displacement zone.The relationship between the stress gradient compensation coefficient and the prestress is obtained.This study provides a research method and idea for determining the reasonable prestress of support in roadways. 展开更多
关键词 PRESTRESS support compensation surrounding rock damage stress gradient analytic solution unified strength theory
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Longitudinal optimal analytical midcourse guidance for cruise-glide integrated hypersonic vehicles
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作者 Xin Li Guangbin Cai +2 位作者 Hui Xu Jianwen Zhu Chaoxu Mu 《Defence Technology(防务技术)》 2025年第8期288-303,共16页
For the longitudinal midcourse guidance problem of a cruise-glide integrated hypersonic vehicle(CGHV),an analytical method based on optimal control theory is proposed.This method constructs a guidance dynamics model f... For the longitudinal midcourse guidance problem of a cruise-glide integrated hypersonic vehicle(CGHV),an analytical method based on optimal control theory is proposed.This method constructs a guidance dynamics model for such vehicles,using aerodynamic load as the control variable,and introduces a framework for solving the guidance laws.This framework unifies the design process of guidance laws for both the glide and cruise phases.By decomposing the longitudinal guidance task into position control and velocity control,and minimizing energy consumption as the objective function,the method provides an analytical solution for velocity control load through the calculation of costate variables.This approach requires only the current state and terminal state parameters to determine the guidance law solution.Furthermore,by transforming path constraints into aerodynamic load constraints and solving backwards to obtain the angle of attack,bank angle,and throttle setting,this method ensures a smooth transition from the glide phase to the cruise phase,guaranteeing the successful completion of the guidance task.Finally,the effectiveness and practicality of the proposed method are validated through case simulations and analysis. 展开更多
关键词 Cruise-glide integrated hypersonic vehicle Optimal guidance Velocity control Costate variable Longitudinal analytical solution
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Multi-Objective optimization for stable and efficient cargo transportation of partial space elevator
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作者 Gefei Shi Zheng H.Zhu 《Defence Technology(防务技术)》 2025年第2期17-29,共13页
This paper proposed a new libration decoupling analytical speed function(LD-ASF)in lieu of the classic analytical speed function to control the climber's speed along a partial space elevator to improve libration s... This paper proposed a new libration decoupling analytical speed function(LD-ASF)in lieu of the classic analytical speed function to control the climber's speed along a partial space elevator to improve libration stability in cargo transportation.The LD-ASF is further optimized for payload transportation efficiency by a novel coordinate game theory to balance competing control objectives among payload transport speed,stable end body's libration,and overall control input via model predictive control.The transfer period is divided into several sections to reduce computational burden.The validity and efficacy of the proposed LD-ASF and coordinate game-based model predictive control are demonstrated by computer simulation.Numerical results reveal that the optimized LD-ASF results in higher transportation speed,stable end body's libration,lower thrust fuel consumption,and more flexible optimization space than the classic analytical speed function. 展开更多
关键词 Partial space elevator Stable transportation Libration decoupling analytical speed function Coordinate game Model predictive control Pareto optimization
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A survey of data-centric technologies supporting decision-making before deploying military assets
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作者 Alexandra Zabala-López Mario Linares-Vásquez +1 位作者 Sonia Haiduc Yezid Donoso 《Defence Technology(防务技术)》 SCIE EI CAS CSCD 2024年第12期226-246,共21页
In a time characterized by the availability of vast amounts of data,the effective utilization of information is critical for timely decision-making in military operations.However,processing large amounts of data requi... In a time characterized by the availability of vast amounts of data,the effective utilization of information is critical for timely decision-making in military operations.However,processing large amounts of data requires computational resources and time.Therefore,decision makers have used data-centric technologies to take advantage of public and private data sources to support military operations.This survey explores the integration and application of data-centric technologies,such as data analytics,data science,and machine learning,to optimize decision-making workflows within military contexts supporting the deployment of military assets and resources.To address the information gap,this article presents a literature review,specifically a survey.Our survey examines the use of the mentioned technologies to process and analyze information that contributes to the phases of situational awareness,and planning in military environments.We then introduce a taxonomy of the approaches associated with implementing these technologies in military scenarios.Furthermore,we discuss relevant factors for the seamless integration of data-centric technologies into military decision-making processes,and reveal the importance of specialized personnel,architectures,and cybersecurity issues in the task of developing prototypes and models.The findings of this paper aim to provide valuable insights for military institutions,offering a deeper understanding of the use of data-centric technologies as innovative practices to enhance the effectiveness of military decision-making. 展开更多
关键词 Data-centric technologies MILITARY analytics Machine learning Data science Artificial intelligence
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Analytical game strategies for active UAV defense considering response delays
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作者 Xiaopeng Gong Wanchun Chen +3 位作者 Wengui Lei Jinyang Wang Zhongyuan Chen Yunyun Li 《Defence Technology(防务技术)》 SCIE EI CAS CSCD 2024年第12期191-210,共20页
In the realm of aerial warfare,the protection of Unmanned Aerial Vehicles(UAVs) against adversarial threats is crucial.In order to balance the impact of response delays and the demand for onboard applications,this pap... In the realm of aerial warfare,the protection of Unmanned Aerial Vehicles(UAVs) against adversarial threats is crucial.In order to balance the impact of response delays and the demand for onboard applications,this paper derives three analytical game strategies for the active defense of UAVs from differential game theory,accommodating the first-order dynamic delays.The targeted UAV executes evasive maneuvers and launches a defending missile to intercept the attacking missile,which constitutes a UAVMissile-Defender(UMD) three-body game problem.We explore two distinct operational paradigms:the first involves the UAV and the defender working collaboratively to intercept the incoming threat,while the second prioritizes UAV self-preservation,with independent maneuvering away from potentially sacrificial engagements.Starting with model linearization and order reduction,the Collaborative Interception Strategy(CIS) is first derived via a linear quadratic differential game formulation.Building upon CIS,we further explore two distinct strategies:the Informed Defender Interception Strategy(IDIS),which utilizes UAV maneuvering information,and the Unassisted Defender Interception Strategy(UDIS),which does not rely on UAV maneuvering information.Additionally,we investigate the conditions for the existence of saddle point solutions and their relationship with vehicle maneuverability and response agility.The simulations demonstrate the effectiveness and advantages of the proposed strategies. 展开更多
关键词 Active defense Unmanned aerial vehicles(UAVs) Three-body game Differential game Analytical game strategy Response delays
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学习分析技术规范比较研究 被引量:12
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作者 王紫琴 彭娴 吴砥 《开放教育研究》 CSSCI 北大核心 2017年第1期93-101,共9页
随着大数据技术对教育的影响日趋深入,基于大数据的学习分析逐渐被应用于教育领域,对教育教学产生深刻影响。然而,目前各类学习系统或平台在数据采集、分析、处理、展示方面都有其专有形式,通用化程度低,不利于学习分析技术的推广应用... 随着大数据技术对教育的影响日趋深入,基于大数据的学习分析逐渐被应用于教育领域,对教育教学产生深刻影响。然而,目前各类学习系统或平台在数据采集、分析、处理、展示方面都有其专有形式,通用化程度低,不利于学习分析技术的推广应用。为应对这一问题,适时开展学习分析技术规范的国际比较研究,充分掌握现有规范的特点和不足,进而制定我国的自有标准,显得十分迫切和必要。本文从学习分析的概念界定入手,介绍与学习分析相关的分析模型、分析方法和分析工具,重点分析ADL、IMS和ISO/IEC三大标准组织制定的学习分析技术规范,并从学习数据记录存储流程、学习活动模型以及传输机制等方面剖析学习分析技术规范的内涵,然后从数据模型、服务接口与安全传输机制、标准间的映射关系、应用系统范畴四方面对当前国际主流的Caliper Analytics和xAPI两个学习分析技术规范进行比较,解析两者间的不同点和内在联系。文章最后从促进教育变革、助力学习者全面发展、基本数据与技术规范统一、制度保障等角度阐述学习分析技术对教育信息化教学的重要影响以及促进学习分析应用要关注的问题,以期对我国学习分析技术规范的制定提供参考。 展开更多
关键词 xAPI CALIPER analytics 学习分析技术规范
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基于ANP-BP方法的煤矿应急能力评价研究 被引量:21
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作者 李树刚 王璐 +1 位作者 成连华 张良 《矿业安全与环保》 北大核心 2014年第6期115-119,共5页
合理选用评价方法对企业认清应急能力现状及提升应急能力水平具有重要意义。为开展煤矿应急能力评价,强化煤矿应急能力建设,通过对ANP网络层次分析法和BP神经网络各自优势进行分析并组合,以ANP计算出的结果作为BP神经网络的训练样本数据... 合理选用评价方法对企业认清应急能力现状及提升应急能力水平具有重要意义。为开展煤矿应急能力评价,强化煤矿应急能力建设,通过对ANP网络层次分析法和BP神经网络各自优势进行分析并组合,以ANP计算出的结果作为BP神经网络的训练样本数据,提出了ANP-BP评价方法。对该方法在煤矿应急能力评价过程中的实现进行了研究,证明了该方法的可适用性和可操作性。 展开更多
关键词 BP神经网络 ANP-BP评价 煤矿应急能力 评价方法 ANALYTIC network Process(ANP)
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新一代智能变电站整体方案的经济性模糊综合评价 被引量:12
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作者 李栋 董斌 +3 位作者 宋宁希 姜帅 刘强 陈上吉 《电测与仪表》 北大核心 2014年第5期96-100,共5页
提出了目前智能变电站研究的不足之处,对新一代智能变电站整体方案中的关键技术:层次化保护、集成整合型测控、二次设备状态监测和评估进行了分析;基于层次分析法(analytic hierarchy process,AHP)和模糊综合评价法提出了一种评价变电... 提出了目前智能变电站研究的不足之处,对新一代智能变电站整体方案中的关键技术:层次化保护、集成整合型测控、二次设备状态监测和评估进行了分析;基于层次分析法(analytic hierarchy process,AHP)和模糊综合评价法提出了一种评价变电站经济性能的计算方法,按照变电站全寿命周期内的经济因子建立结构模型,构建变电站经济性能综合评价体系,推导出体系中各因素的评价计算方法;对采用新一代智能变电站整体方案的某110kV变电站进行了评估,得出了结论:能够有效地降低变电站全寿命周期成本。 展开更多
关键词 新一代智能变电站 层次化保护 集成整合型测控 层次分析法 模糊综合评价 全寿命周期 ANALYTIC HIERARCHY process ( AHP)
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网络舆情潜在影响力指标体系构建及应用 被引量:18
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作者 贺恩锋 庄林远 徐文根 《情报杂志》 CSSCI 北大核心 2014年第1期114-119,共6页
基于网络舆情监测预警的现实需要,构建网络舆情潜在影响力指标体系,设计潜在影响力计算模型,对探讨网络舆论的潜在影响有一定的现实意义。从传播媒体、传播范围、传播速度、情绪倾向程度及相关度等方面对舆情潜在影响力进行探索。设计... 基于网络舆情监测预警的现实需要,构建网络舆情潜在影响力指标体系,设计潜在影响力计算模型,对探讨网络舆论的潜在影响有一定的现实意义。从传播媒体、传播范围、传播速度、情绪倾向程度及相关度等方面对舆情潜在影响力进行探索。设计了指标量化及量化值标准化计算公式,运用层次分析法计算出指标体系各因子的权重系数,进而构造出潜在影响力多指标综合评价模型。经实证分析发现,通过该评价指标体系及计算模型得出的潜在影响力评分结果准确合理,具有一定的预警意义。 展开更多
关键词 层次分析法 网络舆情 潜在影响力 标准化 信息挖掘 情感分析 ANALYTIC HIERARCHY Process ( AHP)
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基于AHP的云存储负载均衡研究 被引量:7
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作者 陈德军 高晓军 王义 《计算机工程与应用》 CSCD 北大核心 2015年第7期56-60,共5页
针对云存储系统节点在数据分布策略和系统响应时间方面的综合负载计算问题,提出了一种云存储系统的负载均衡算法,并对该算法进行了验证。算法基于层次分析法(Analytic Hierarchy Process,AHP),通过建立综合评估指标体系,从可用存储空间... 针对云存储系统节点在数据分布策略和系统响应时间方面的综合负载计算问题,提出了一种云存储系统的负载均衡算法,并对该算法进行了验证。算法基于层次分析法(Analytic Hierarchy Process,AHP),通过建立综合评估指标体系,从可用存储空间、可用CPU、可用内存和访问热度四个方面,计算各个存储节点的综合负载,并据此对数据存取进行均衡调度。验证结果表明,通过调整不同指标的权重,算法能够很好地满足不同的应用需求,同时,该算法能够很好地反应各节点的综合负载,实现云存储系统整机性能的优化,尤其适用于一些高并发的大数据存储。 展开更多
关键词 云存储 负载均衡 AHP层次分析法 大数据 综合评估 文件系统 ANALYTIC HIERARCHY Process(AHP)
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Interactive multigraph visualization and exploration with a two-phase strategy 被引量:1
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作者 Huaquan Hu Lingda Wu +1 位作者 Chao Yang Hanchen Song 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 2014年第5期886-894,共9页
While it is very reasonable to use a multigraph consisting of multiple edges between vertices to represent various relationships, the multigraph has not drawn much attention in research. To visualize such a multigraph... While it is very reasonable to use a multigraph consisting of multiple edges between vertices to represent various relationships, the multigraph has not drawn much attention in research. To visualize such a multigraph, a clear layout representing a global structure is of great importance, and interactive visual analysis which allows the multiple edges to be adjusted in appropriate ways for detailed presentation is also essential. A novel interactive two-phase approach to visualizing and exploring multigraph is proposed. The approach consists of two phases: the first phase improves the previous popular works on force-directed methods to produce a brief drawing for the aggregation graph of the input multigraph, while the second phase proposes two interactive strategies, the magnifier model and the thematic-oriented subgraph model. The former highlights the internal details of an aggregation edge which is selected interactively by user, and draws the details in a magnifying view by cubic Bezier curves; the latter highlights only the thematic subgraph consisting of the selected multiple edges that the user concerns. The efficiency of the proposed approach is demonstrated with a real-world multigraph dataset and how it is used effectively is discussed for various potential applications. 展开更多
关键词 visual analytics information visualization multigraph visualization multiple edges aggregation graph magnifier model.
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广西与广东沿海湿地生态系统健康评价 被引量:3
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作者 贺智 郑志军 《科学技术与工程》 北大核心 2023年第34期14896-14904,共9页
湿地是重要碳库,开展湿地生态健康评价对保护湿地、实现“碳达峰、碳中和”目标具有重要意义。提出了一种基于谷歌地球引擎(Google Earth Engine,GEE)平台和压力-状态-响应(pressure-state-response,PSR)与层次分析(analytic hierarchy ... 湿地是重要碳库,开展湿地生态健康评价对保护湿地、实现“碳达峰、碳中和”目标具有重要意义。提出了一种基于谷歌地球引擎(Google Earth Engine,GEE)平台和压力-状态-响应(pressure-state-response,PSR)与层次分析(analytic hierarchy process,AHP)模型的湿地健康评价方法。首先,选取广西及广东沿海为研究区,运用GEE平台提取湿地信息并计算遥感指数;然后,利用PSR模型从三个准则层(即压力、状态和响应)选取了13个指标,构建广西与广东沿海湿地生态系统健康评价指标体系;最后,利用AHP模型确定各指标权重,以市级行政区划为评价单元,通过加权求和获取各市压力得分、状态得分、响应得分以及综合得分来评价健康状况。结果表明,本文方法切实可行,能为湿地保护及修复提供科学依据。 展开更多
关键词 湿地 健康评价 指标体系 压力-状态-响应(pressure-state-response PSR) 层次分析(analytic hierarchy process AHP)模型
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安徽省雷电灾害风险区划 被引量:17
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作者 刘岩 李征 +1 位作者 程向阳 田红 《南京信息工程大学学报(自然科学版)》 CAS 2014年第2期163-168,共6页
利用安徽省2005—2010年的闪电定位资料,以安徽省各市的行政区域为评估单元,考虑人口密度以及经济发展因素,选取雷暴日(T)、地闪密度(N)、人口密度(L)、单位面积的GDP(D)作为评估指标,建立层次分析模型,得到安徽省的雷电灾害风险区划,... 利用安徽省2005—2010年的闪电定位资料,以安徽省各市的行政区域为评估单元,考虑人口密度以及经济发展因素,选取雷暴日(T)、地闪密度(N)、人口密度(L)、单位面积的GDP(D)作为评估指标,建立层次分析模型,得到安徽省的雷电灾害风险区划,然后利用历史雷灾频次对区划结果进行了校验.结果表明:黄山市、马鞍山、铜陵市、池州市、安庆市、淮南市、合肥市、阜阳市具有较高的雷电灾害风险值;宿州市、亳州市、淮北市雷电灾害风险值较低;其他城市雷电灾害风险值居中. 展开更多
关键词 层次分析 雷电灾害 风险 区划 ANALYTIC HIERARCHY process model ( AHP )
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