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Dynamic evaluation of water resources carrying capacity of the Dianchi Lake Basin in 2005-2015,based on DSPERM framework model and simulated annealing-projection pursuit model 被引量:1
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作者 Jiayang Wang Xiaoqin Mu +3 位作者 Shouji Chen Wei Liu Zhuo Wang Zhanfeng Dong 《Regional Sustainability》 2021年第2期189-201,共13页
With the intensi fed impact of human activities,most lakes have been severely disturbed and the lake ecosystem has been seriously damaged,which exerted a great impact on the living envi-ronment of human beings in the ... With the intensi fed impact of human activities,most lakes have been severely disturbed and the lake ecosystem has been seriously damaged,which exerted a great impact on the living envi-ronment of human beings in the lake basins.The health of the lake ecosystem has gradually become one of the hot issues in recent years.In this study,the water resources carrying capacity(WRCC)was used to reveal the chain rel ationship between human activities and water environ-ment in the economic dewelopment of the Dianchi Lake Basin in Kunming City of China during 2005-2015.Specifically,we chose 25 ewaluation indicators related to the water environment and socialeconomic activities,classified them into six subsystems,Le,the driwing force subsystem(D),the water resources si tuation and consumption subsystem(S),the water resources pressure subsystem(P),the water environmental situation subsystem(E),the response subsystem(R),and the management subsystem(M),and built a comprehensive assessment system-DSPERM frame-work model.Si mulated annealing-projection pursuit model which reflects the structure or feature of high-dimensional data was adopted to calculate the WRCC of the Dianchi Lake Basin during 2005-2015 by weighting each evaluation indicator and each subsystem of the DSPERM frame work model.The resuls show that the WRCC of the Dlanchi Lake Basin was in level II(medium carying capacity)from 2005 to 2012.Since 2013,the WRCC has been at level II(strong carying capacity),and from 2005 to 2015,it showed a gradual upward trend.The evaluation indicators of each subsystem varied greatly and exhibited different development trends.The indicators of the water resources pressure subsystem had the greatest impact on the WRCC,followed by the in-dicators of the water environmental si tuation subsystem and the water resources situation and consumption subsystem.We recommend that the DSPERM framework model and the simulated anneal ing-projection pursuit model constructed in this work can be used to analyze the dynamic changes of the WRCC over the years.They have the advantages of practicability and feasibilty,and can provide the basis for the scienti fic decision-making and comprehensive management of regional water environment planning. 展开更多
关键词 Water resources carrying capacity DSPERM framework model Annealing-projection pursuit model Evaluation indicator Dianchi Lake Basin
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A Triple Nexus Water-Energy-Housing (WEH) Framework Modelling towards Improved Decision-Making in Humanitarian Operations
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作者 Anicet Adjahossou 《Open Journal of Applied Sciences》 2024年第4期927-949,共23页
Given the challenges facing most humanitarian operations worldwide, a change of approach is needed to ensure greater sustainability of humanitarian settlements right from the planning stage. Some studies attribute uns... Given the challenges facing most humanitarian operations worldwide, a change of approach is needed to ensure greater sustainability of humanitarian settlements right from the planning stage. Some studies attribute unsustainability to inadequate provision of basic resources and highlight the apparent bottlenecks that prevent access to the meaningful data needed to plan and remedy problems. Most operations have relied on an “ad hoc ism” approach, employing parallel and disconnected data processing methods, resulting in a wide range of data being collected without subsequent prioritization to optimize interconnections that could enhance performance. There have been little efforts to study the trade-offs potentially at stake. This work proposes a new framework enabling all subsystems to operate in a single system and focusing on data processing perspective. To achieve this, this paper proposes a Triple Nexus Framework as an attempt to integrate water, energy, and housing sector data derived from a specific sub-system within the overall system in the application of Model-Based Systems Engineering. Understanding the synergies between water, energy, and housing, Systems Engineering characterizes the triple nexus framework and identifies opportunities for improved decision-making in processing operational data from these sectors. Two scenarios illustrate how an integrated platform could be a gateway to access meaningful operational data in the system and a starting point for modeling integrated human settlement systems. Upon execution, the model is tested for nexus megadata processing, and the optimization simulation yielded 67% satisfactory results, demonstrating that an integrated system could improve sustainability, and that capacity building in service delivery is more than beneficial. 展开更多
关键词 Humanitarian Settlement Nexus framework WATER ENERGY HOUSING Sustainability Systems Engineering (SE) model-Based Systems Engineering (MBSE) Systems modeling Language (SysML)
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Precambrian Geochronology, Chronotectonic Framework and Model of Chronocrustal Structure of the Zhongtiao Mountains 被引量:9
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作者 Sun Dazhong Li Huimin +3 位作者 Lin Yuanxian Zhou Huifang Zhao Fengqing Tang Min Tianjin Institute of Geology and Mineral Resources, Chinese Academy of Geological Sciences, Tianjin Fei Zhenbi 《Acta Geologica Sinica(English Edition)》 SCIE CAS CSCD 1992年第1期23-37,共15页
The Zhongtiao Mountains, a typical exposure area of Precambrian rocks, are a concentration area of vari-ous types of copper deposit. The rocks were dated using several dating methods. Based on the age data ob-tained b... The Zhongtiao Mountains, a typical exposure area of Precambrian rocks, are a concentration area of vari-ous types of copper deposit. The rocks were dated using several dating methods. Based on the age data ob-tained by means of three methods, several aspects are dealt with: (1) the dating results obtained by differentmethods and their geological implications have been compared; (2) a chronotectonic framework has been con-structed by means of these reliable ages, which indicates that the ages of the rocks of the Proterozoic mobilebelt fall in a time span of 2400 to 2000 Ma during which global magmatic records are lacking and reflects theages of important events in the mobile belt; (3) according to the ages of inherited zircons, neodymium modelage of the depleted mantle sources (T_(DM)) and geochemical and geological data, a model of Precambrianchronocrustal structure has been constructed, representing a typical for the North China craton. 展开更多
关键词 Precambrian Geochronology Chronotectonic framework and model of Chronocrustal Structure of the Zhongtiao Mountains
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Multi-objective Optimization Design of Wing Structure with the Model Management Framework 被引量:3
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作者 安伟刚 李为吉 苟仲秋 《Chinese Journal of Aeronautics》 SCIE EI CAS CSCD 2006年第1期31-35,共5页
Evolutionary algorithm is time-consuming because of the large number of evolutions and much times of finite element analysis, when it is used to optimize the wing structure of a certain high altitude long endurance un... Evolutionary algorithm is time-consuming because of the large number of evolutions and much times of finite element analysis, when it is used to optimize the wing structure of a certain high altitude long endurance unmanned aviation vehicle(UAV). In order to improve efficiency it is proposed to construct a model management framework to perform the multi-objective optimization design of wing structure. The sufficient accurate approximation models of objective and constraint functions in the wing structure optimization model are built when using the model management framework, therefore in the evolutionary algorithm a number of finite element analyses can he avoided and the satisfactory multi-objective optimization results of the wing structure of the high altitude long endurance UAV are obtained. 展开更多
关键词 wing structure UAV multi-objective opti-mization model management framework SM- MOPSO
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Agent-based model of land system:Theory,application and modelling framework 被引量:2
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作者 DAI Erfu MA Liang +3 位作者 YANG Weishi WANG Yahui YIN Le TONG Miao 《Journal of Geographical Sciences》 SCIE CSCD 2020年第10期1555-1570,共16页
Land change science has become an interdisciplinary research direction for understanding human-natural coupling systems.As a process-oriented modelling approach,agent based model(ABM)plays an important role in reveali... Land change science has become an interdisciplinary research direction for understanding human-natural coupling systems.As a process-oriented modelling approach,agent based model(ABM)plays an important role in revealing the driving forces of land change and understanding the process of land change.This paper starts from three aspects:The theory,application and modeling framework of ABM.First,we summarize the theoretical basis of ABM and introduce some related concepts.Then we expound the application and development of ABM in both urban land systems and agricultural land systems,and further introduce the case study of a model on Grain for Green Program in Hengduan Mountainous region,China.On the basis of combing the ABM modeling protocol,we propose the land system ABM modeling framework and process from the perspective of agents.In terms of urban land use,ABM research initially focused on the study of urban expansion based on landscape,then expanded to issues like urban residential separation,planning and zoning,ecological functions,etc.In terms of agricultural land use,ABM application presents more diverse and individualized features.Research topics include farmers’behavior,farmers’decision-making,planting systems,agricultural policy,etc.Compared to traditional models,ABM is more complex and difficult to generalize beyond specific context since it relies on local knowledge and data.However,due to its unique bottom-up model structure,ABM has an indispensable role in exploring the driving forces of land change and also the impact of human behavior on the environment. 展开更多
关键词 land system land use land change science land change model agent-based model modeling framework
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Dynamical Framework of IAP Nine-Level Atmospheric General Circulation Model 被引量:48
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作者 张学洪 《Advances in Atmospheric Sciences》 SCIE CAS CSCD 1990年第1期67-77,共11页
The dynamical framework of the nine-level version of the IAP AGCM is presented in this paper. The emphasis of the model's description is put on the following two aspects:(1) A model's standard atmosphere, whic... The dynamical framework of the nine-level version of the IAP AGCM is presented in this paper. The emphasis of the model's description is put on the following two aspects:(1) A model's standard atmosphere, which is a satisfactory approximation to the observed troposphere and lower stratosphere standard atmosphere, is introduced into the equations of the model to permit a more accurate calculation of the vertical transport terms, especially near the tropopause; (2) The vertical levels of the model are carefully selected to guarantee a smooth dependence of layer thickness upon pressure in order to reduce the truncation error involved in the unequal interval vertical finite-differencing. For testing the model, two kinds of linear baroclinic Rossby-Haurwitz waves, one of which has a dynamically stable vertical structure and the other has a relatively unstable one, are constructed to provide initial conditions for numerical experiments. The two waves have been integrated for more than 300 days and 100 days respectively by using the model and both of them are propagating westward with almost identical phase-speed during the time period of the integrations. No obvious change of the wave patterns is found at the levels in the model's troposphere. The amplitudes of both two waves at the uppermost level, however, exhibit rather significant oscillation with time, of which the periods are exactly 20 days and 25 days espectively.The explanation of this interesting phenomena is still under investigation. 展开更多
关键词 Dynamical framework of IAP Nine-Level Atmospheric General Circulation model RH IAP
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A Unified Framework of the Cloud Computing Service Model 被引量:2
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作者 Wen-Lung Shiau Chao-Ming Hsiao 《Journal of Electronic Science and Technology》 CAS 2013年第2期150-160,共11页
After a comprehensive literature review and analysis, a unified cloud computing framework is proposed, which comprises MapReduce, a vertual machine, Hadoop distributed file system (HDFS), Hbase, Hadoop, and virtuali... After a comprehensive literature review and analysis, a unified cloud computing framework is proposed, which comprises MapReduce, a vertual machine, Hadoop distributed file system (HDFS), Hbase, Hadoop, and virtualization. This study also compares Microsoft, Trend Micro, and the proposed unified cloud computing architecture to show that the proposed unified framework of the cloud computing service model is comprehensive and appropriate for the current complexities of businesses. The findings of this study can contribute to the knowledge for academics and practitioners to understand, assess, and analyze a cloud computing service application. 展开更多
关键词 Cloud computing service model conceptual framework EVOLUTION information system.
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Basin-Scale Sand Deposition in the Upper Triassic Xujiahe Formation of the Sichuan Basin, Southwest China: Sedimentary Framework and Conceptual Model 被引量:11
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作者 谭秀成 夏青松 +5 位作者 陈景山 李凌 刘宏 罗冰 夏吉文 杨家静 《Journal of Earth Science》 SCIE CAS CSCD 2013年第1期89-103,共15页
The Upper Triassic Xujiahe (须家河) Formation in the Sichuan (四川) Basin, Southwest China is distinctive for the basin-scale sand deposition. This relatively rare sedimentary phenomenon has not been well interpre... The Upper Triassic Xujiahe (须家河) Formation in the Sichuan (四川) Basin, Southwest China is distinctive for the basin-scale sand deposition. This relatively rare sedimentary phenomenon has not been well interpreted. Here we addressed this issue by discussing sedimentary framework and conceptual model. Analysis of sedimentary setting implied that the basin received transgression during the deposition. It had multiple provenance supplies and river networks, as being surrounded by old- lands in multiple directions including the north, east and south. Thus, the basin was generally charac-terized by coastal and widely open and shallow lacustrine deposition during the Late Triassic Xujiahe period. This is similar to the modern well-known Poyang (鄱阳) Lake. Therefore, we investigated the framework and conceptual model of the Sichuan Basin during the Xujiahe period with an analogue to the Poyang Lake. Results show that the conceptual model of the deposition can be divided into transgressive and regressive stages. The first, third and fifth mem- bers of the formation are in transgressive stage and the deposits are dominated by shore and shallow lacustrine mud. In contrast, the deposition is mainly of braided river channel sand deposits during the regressive stage, mainly including the second, fourth and sixth members of the formation. The sand deposited in almost the entire basin because of the lateral migration and forward moving of the cross networks of the braided rivers. The multiple alternations of short and rapid transgression and relatively long regression are beneficial to the basin-scale sand deposition. Thus, the main channel of the braided river and its extensional areas are favorable for the development of hydrocarbon reservoir. This provides practical significance to the reservoir evaluation and exploration. In addition, the results also justify the relatively distinctive sedimentary phenomenon in the study area and may also have im- plications for understanding the large-scale sand deposition elsewhere. 展开更多
关键词 basin-scale sand deposition coastal and widely open lake sedimentary framework sedimentary conceptual model channel of braided river Upper Triassic Xujiahe Formation Sichuan Basin.
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Modeling of cognitive framework in time-stressed decision making 被引量:3
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作者 Wang Li Wang Mingzhe 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 2009年第5期992-1000,共9页
An approach for modeling a human cognitive framework in time-stressed decision making is presented. The recognitive and metacognitive processes that represent the cognitive framework are modeled by the colored Petri n... An approach for modeling a human cognitive framework in time-stressed decision making is presented. The recognitive and metacognitive processes that represent the cognitive framework are modeled by the colored Petri nets (CPNs). A structural and behavioral analysis method is adopted to obtain the static and dynamic property used to verify the CPNs model of the cognitive framework. Finally, an example from the command and control radar recognition system is used to evaluate the feasibility and availability of the CPNs model adopted in practical systems. 展开更多
关键词 cognitive framework metacognition colored Petri nets modeling and verification decision making.
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Developing a GIS Audit Framework in the Context of Information Technology though a Reductive Model Approach 被引量:1
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作者 Fausta Mbura Njiru David N. Siriba Faith N. Karanja 《Journal of Geographic Information System》 2023年第2期196-222,共27页
A GIS audit framework is necessary considering the diverse nature of GIS with regard to components, applications and industry. In practice, checklists are generated during the audit process based on specific objective... A GIS audit framework is necessary considering the diverse nature of GIS with regard to components, applications and industry. In practice, checklists are generated during the audit process based on specific objectives. There is no standardized list of items that can be used as a reference. The purpose of this study was to develop a GIS audit framework as a foundation for GIS audits. The framework provides that comprehensive approach to various GIS aspects during the audit process. The design builds on a developed conceptual framework where most significant categories of GIS audit parameters namely data quality, software utilization, GIS competency and procedures (work flows) were identified. The study adopted a reductive model approach to simplify the complexity associated with each category of GIS audit parameter. The resultant audit elements for each category are organized in a matrix that forms an integral part of the framework. The columns comprise audit goal, audit questions and audit subjects as indicators which are qualitatively measured. The rows comprise the parameters (data quality, software utilization, personnel competency and procedure (workflows)). To use the framework, an auditor only needs to create an audit checklist that consists of particular parameters and indicators from the framework depending on audit objective. As part of an on-going research, the next step will involve validating the framework through a mock testing process. 展开更多
关键词 GIS Audit framework GIS Complexity Reductive model GIS Monitoring and Evaluation Audit Checklist
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Developing a Framework to Measure Watershed Sustainability by Using Hydrological/Water Quality Model 被引量:1
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作者 Aditya Sood William F. Ritter 《Journal of Water Resource and Protection》 2011年第11期788-804,共17页
A framework is built, wherein hydrological/water quality model is used to measure watershed sustainability. For this framework, watershed sustainability has been defined and quantified by defining social, environmenta... A framework is built, wherein hydrological/water quality model is used to measure watershed sustainability. For this framework, watershed sustainability has been defined and quantified by defining social, environmental and biodiversity indicators. By providing weightage to these indicators, a “River Basin Sustainability Index” is built. The watershed sustainability is then calculated based on the concepts of reliability, resilience and vulnerability. The framework is then applied to a case study, where, based on watershed management principles, four land use scenarios are created in GIS. The Soil and Water Assessment Tool (SWAT) is used as a hydrology/water quality model. Based on the results the land uses are ranked for sustainability and policy implications have been discussed. This results show that landuse (both type and location) impact watershed sustainability. The existing land use is weak in environmental sustainability. Also, riparian zones play a critical role in watershed sustainability, although beyond certain width their contribution is not significant. 展开更多
关键词 SUSTAINABILITY Development framework WATERSHED Resilience Reliability VULNERABILITY HYDROLOGICAL models Application LANDUSE
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Research of Model Framework of Airport Active Region Based on the SMP2
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作者 XU Wenyu 《外文科技期刊数据库(文摘版)工程技术》 2020年第1期070-074,共5页
Airport active region is the airport's busiest areas, it is the groundwork of the study of the aircraft to the ground waiting to optimization problems and air traffic flow management. However, the concept of the a... Airport active region is the airport's busiest areas, it is the groundwork of the study of the aircraft to the ground waiting to optimization problems and air traffic flow management. However, the concept of the active region model is quite a lot of operations research, physics and other fields related to model and the interface between them is quite complex, difficult to use a uniform standard for effective modeling. In this paper, to research the model framework of airport active region based on the SMP2 standard, a good solution present to the above problems. And this paper discusses the SMP2 development methods and procedures. Then the research abstracts the airport active region into five sub-systems to design and integration the entire model and format a complete model framework. 展开更多
关键词 airport active region SMP2 model framework unified modeling language
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Sustainable Water Resources Management: River Basin Modelling and Decision Support Framework
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作者 RAO Zhengfu POTTER Bob +1 位作者 WEBB David PARKIN Ralph 《Wuhan University Journal of Natural Sciences》 CAS 2009年第6期543-551,共9页
Sustainability is a key objective of water resources management and this paper describes a modelling and decision support framework that achieves this, illustrated by applications on the UK Thames and Mekong river bas... Sustainability is a key objective of water resources management and this paper describes a modelling and decision support framework that achieves this, illustrated by applications on the UK Thames and Mekong river basins. The decision support framework contains several modules, including an interactive user's interface linked to a GIS, a geo-database, knowledge base, simulation models and optimization procedures. Based on the analysis of scenarios and proposed interventions, efficient modelling and optimization tools form a comprehensive integrated decision support framework for the analysis and operational management of water resources in the river basin, our emphasis has been on a practical implementation through careful screening of alternatives, consideration of the institutional framework and direct involvement of stakeholders in the decision making process. Operating in this environment is transparent, reproducible and auditable, securing the trust of all interested parties. This paper discusses its applications to water utilisation on the Mekong river basin and drought management of the Lower Thames stored reservoir system. 展开更多
关键词 decision support framework sustainable water resources management mathematical modelling OPTIMIZATION
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公共数据安全管理关键影响因素分析——基于ISM-MICMAC模型
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作者 吴宁博 李金燕 +1 位作者 杨帆 丁红发 《情报杂志》 北大核心 2026年第1期128-135,144,共9页
[目的]为提高公共数据安全管理效果,本文通过研究公共数据安全管理关键影响因素,提出相适应的安全管理策略,以期为组织机构提供有效的决策建议。[方法]首先利用扎根理论编码分析文本资料,凝练出公共数据安全管理的影响因素,借助IPDRR框... [目的]为提高公共数据安全管理效果,本文通过研究公共数据安全管理关键影响因素,提出相适应的安全管理策略,以期为组织机构提供有效的决策建议。[方法]首先利用扎根理论编码分析文本资料,凝练出公共数据安全管理的影响因素,借助IPDRR框架构建指标体系;然后使用解释结构模型研究各影响因素间的关联路径,借用交叉影响矩阵相乘法分析各因素间的驱动力与依赖性,挖掘关键影响因素集合。[结果/结论]研究发现数据资源梳理、数据安全监测预警机制、应急预案与演练等7个关键影响因素,进而以制度规范、技术应用与素养提升相结合的思路,有针对性地提出公共数据的安全管理策略,为公共数据安全管理实践提供新思路。 展开更多
关键词 公共数据安全 数据安全管理 扎根理论 IPDRR框架 解释结构模型-交叉影响矩阵相乘分析模型
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人智交互中用户对话式搜索行为的影响因素
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作者 彭国超 舒雅童 吴思远 《图书馆论坛》 北大核心 2026年第2期106-120,共15页
生成式人工智能(生成式AI)变革了信息搜索与获取的方式,推动着用户搜索行为从搜索引擎搜索向对话式搜索转变。探究人智交互情境下用户对话式搜索行为的影响因素和形成机制,提升生成式AI用户的交互体验和搜索效能,已成为学界和业界的核... 生成式人工智能(生成式AI)变革了信息搜索与获取的方式,推动着用户搜索行为从搜索引擎搜索向对话式搜索转变。探究人智交互情境下用户对话式搜索行为的影响因素和形成机制,提升生成式AI用户的交互体验和搜索效能,已成为学界和业界的核心议题。文章基于动机-机会-能力模型(MOA)和应对模型框架(CMUA),采用定性与定量相结合的顺序性混合研究方法构建生成式AI用户对话式搜索行为的影响因素模型。研究发现,内部和外部动机促使用户对自身能力和客观条件进行评估,其中行为能力、行为机会和感知风险构成初级评估,感知效用、信任构成次级评估,进而产生对话式搜索行为及行为效能。这一过程中,内部动机显著影响初级评估的三个维度,而外部动机显著影响行为能力、行为机会两个维度,行为能力、行为机会显著影响次级评估的两个维度,仅外部动机对感知风险、感知风险对感知效用的影响不显著。同时,感知效用和信任均显著影响用户对话式搜索行为,用户对话式搜索行为对其行为效能也有显著影响。 展开更多
关键词 对话式搜索 MOA模型 CMUA框架 扎根理论 结构方程模型
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高校何以提升科技成果转化政策效能——基于DeepSeek的差异化分析
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作者 杜宝贵 王佳杰 《高等工程教育研究》 北大核心 2026年第1期104-109,115,共7页
全面梳理和评估高校科技成果转化政策,针对理工型、综合型、特色行业型三种类型高校进行差异化分析,破解高校政策的适配性、实效性矛盾。基于TOE框架,构建包含3个层次9个一级变量和39个二级变量的评价体系,利用DeepSeek进行分析发现,技... 全面梳理和评估高校科技成果转化政策,针对理工型、综合型、特色行业型三种类型高校进行差异化分析,破解高校政策的适配性、实效性矛盾。基于TOE框架,构建包含3个层次9个一级变量和39个二级变量的评价体系,利用DeepSeek进行分析发现,技术层均值0.64分,基本满足促进科技成果转化的技术要求;组织层均值0.85分,具备流畅的政策执行与较高的政策成熟度;环境层均值0.70分,初步构建起与科技成果转化相适应的外部环境。分类视角下,高校政策因类而异、各有侧重。为提升政策转化效能,提出技术浪潮喷涌,夯实转化基础;组织运行高效,激活转化引擎;外部生态协同,赋能转化嬗变;精准调适需求,分类靶向施策的优化建议。 展开更多
关键词 高校科技成果转化 政策评估 TOE框架 大语言模型 PMC指数模型
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基于UBiaSTF时空融合模型的时序NDVI重建方法研究
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作者 张圣微 方科迪 +4 位作者 周莹 贺月 杨林 雒萌 韩永婷 《农业机械学报》 北大核心 2026年第3期294-305,共12页
高时空分辨率的NDVI数据在农业遥感应用中具有重要意义。时空融合(STF)模型可以作为提高NDVI数据时空分辨率的一种有效途径。提出了一种将UNet框架集成到BiaSTF中的STF模型UBiaSTF,并将其应用于内蒙古河套灌区解放闸灌域的Landsat 8和Se... 高时空分辨率的NDVI数据在农业遥感应用中具有重要意义。时空融合(STF)模型可以作为提高NDVI数据时空分辨率的一种有效途径。提出了一种将UNet框架集成到BiaSTF中的STF模型UBiaSTF,并将其应用于内蒙古河套灌区解放闸灌域的Landsat 8和Sentinel-2与MODIS影像的时序NDVI融合中,并与ESTARFM和BiaSTF模型进行对比,分析其在遥感时序NDVI重建中的效果。结果表明,UBiaSTF模型在NDVI时间序列重建中表现优异,决定系数R2较其他模型显著提高,最高达到了0.930;同时UBiaSTF模型在长时间序列数据融合任务中的稳定性较强,能有效克服参考影像时相间隔改变对预测精度的影响;并且UBiaSTF模型在不同植被覆盖类别上的时间序列NDVI重建与实际变化最吻合,相较于ESTARFM和BiaSTF表现出更低的融合误差。该模型可作为植被覆盖区域时间序列NDVI重建的有效工具。 展开更多
关键词 时序数据重建 时空融合模型 UNet框架 遥感 NDVI
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基于大模型的边缘-云协同优化资源调度的融合通信平台实现方法
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作者 张剑 夏余欢 +1 位作者 韩健 滕越 《石油化工自动化》 2026年第1期65-70,79,共7页
石油化工企业传统通信手段效率低,难以满足现代智能工厂需求,融合通信平台成为关键支撑。该平台基于边缘-云协同框架,采用标准化API接口统一管理终端资源,解决设备互通障碍、调度低效等问题。该平台引入大模型增强的多目标优化算法,以... 石油化工企业传统通信手段效率低,难以满足现代智能工厂需求,融合通信平台成为关键支撑。该平台基于边缘-云协同框架,采用标准化API接口统一管理终端资源,解决设备互通障碍、调度低效等问题。该平台引入大模型增强的多目标优化算法,以用户服务质量(QoS)和系统服务效果(ESS)为优化目标,动态调整资源分配,提升服务效率与资源利用率。通过内网程控交换机融合对接、集群系统融合对接、短信平台融合对接、视频监控平台对接、会议系统融合对接,实现融合通信平台的组网,构建起灵活可靠的通信网络。该平台有助于提升企业的数字化转型和智能化改造,实现企业通信服务的高效。 展开更多
关键词 边缘-云协同框架 调度优化算法 大模型增强的多目标优化框架 融合通信调度系统 标准开放接口
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Framework to Model User Request Access Patterns in the World Wide Web
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作者 Richard Hurley Robert Sturgeon 《Journal of Software Engineering and Applications》 2024年第2期69-88,共20页
In this paper, we present a novel approach to model user request patterns in the World Wide Web. Instead of focusing on the user traffic for web pages, we capture the user interaction at the object level of the web pa... In this paper, we present a novel approach to model user request patterns in the World Wide Web. Instead of focusing on the user traffic for web pages, we capture the user interaction at the object level of the web pages. Our framework model consists of three sub-models: one for user file access, one for web pages, and one for storage servers. Web pages are assumed to consist of different types and sizes of objects, which are characterized using several categories: articles, media, and mosaics. The model is implemented with a discrete event simulation and then used to investigate the performance of our system over a variety of parameters in our model. Our performance measure of choice is mean response time and by varying the composition of web pages through our categories, we find that our framework model is able to capture a wide range of conditions that serve as a basis for generating a variety of user request patterns. In addition, we are able to establish a set of parameters that can be used as base cases. One of the goals of this research is for the framework model to be general enough that the parameters can be varied such that it can serve as input for investigating other distributed applications that require the generation of user request access patterns. 展开更多
关键词 Performance modelling World Wide Web SIMULATION User Request Access Patterns framework
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3D visualization model and key techniques for digital mine 被引量:6
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作者 JIN Bao-xuan FANG Yuan-min SONG Wei-wei 《中国有色金属学会会刊:英文版》 CSCD 2011年第S3期748-752,共5页
Digital mine is the inevitable outcome of the information processing,and is also a complicated system engineering.Firstly,for the 3D visualization application of the digital mine,the ground and underground integrative... Digital mine is the inevitable outcome of the information processing,and is also a complicated system engineering.Firstly,for the 3D visualization application of the digital mine,the ground and underground integrative visualization framework model was proposed based on the mine entity database.So,the visualization problem was availably resolved,as well as the professional analytical ability was improved.Secondly,aiming at the irregularities,non-uniformity,dynamics of mine entities,mix modeling method based on the entity character was put forward,in which 3D expression of mine entities was realized.Lastly,the 3D visualization project for a copper mine was experimentally studied.Satisfactory results were acquired,and the rationality of visualization model and feasibility of 3D modeling were validated. 展开更多
关键词 digital mine three dimension visualization framework model spatial data modeling
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