针对现有信息共享平台存在的响应时间较长、计算资源利用率较低等问题,文中设计一种基于集成学习的电子政务信息共享平台。该平台的硬件由网络模块、数据交换模块、云计算模块等构成。其中网络模块有服务器端、中间件、客户端三层结构,...针对现有信息共享平台存在的响应时间较长、计算资源利用率较低等问题,文中设计一种基于集成学习的电子政务信息共享平台。该平台的硬件由网络模块、数据交换模块、云计算模块等构成。其中网络模块有服务器端、中间件、客户端三层结构,数据交换模块由适配器、应用开发与部署工具、企业服务总线构成,云计算模块由云计算核心服务器、千兆交换机等构成。平台的软件由平台接口模块、信息数据分类模块、数据库模块等构成。其中平台接口模块为电子政务信息共享平台设计多种接口;信息数据分类模块主要通过集成学习算法实现电子政务信息的分类,使用的集成学习算法为SPBoost算法;信息共享平台的数据库选择SQL Server 2008数据库,主要数据表包括单位信息表、电子政务信息表等。最后,对设计平台进行多方面的性能测试。结果表明:文中所设计平台的平台响应时间和恢复时间较短,无故障运行时间较长;计算资源利用率的整体水平较高;I/O读、写的最大、最小、平均响应时间较短。文中设计的共享平台整体性能较好,可以投入使用。展开更多
This study explores the impact of digital literacy on adopting e-government services in Rwanda, focusing on the Irembo platform. The study addresses key gaps in the literature related to the digital divide and applies...This study explores the impact of digital literacy on adopting e-government services in Rwanda, focusing on the Irembo platform. The study addresses key gaps in the literature related to the digital divide and applies the Technology Acceptance Model (TAM) and Rogers’ Diffusion of Innovations theory. Using data from 2022 and 2023, This study employs k-means and hierarchical clustering to analyze application attributes processed through Irembo, including types, states, and prices. The findings reveal that, despite advancements in digital service delivery, disparities in access and digital literacy persist, particularly in rural areas. The study concludes with recommendations for enhancing digital literacy initiatives and improving e-government platform usability, which is essential for promoting inclusive access to public services and supporting Rwanda’s socio-economic development goals.展开更多
文摘针对现有信息共享平台存在的响应时间较长、计算资源利用率较低等问题,文中设计一种基于集成学习的电子政务信息共享平台。该平台的硬件由网络模块、数据交换模块、云计算模块等构成。其中网络模块有服务器端、中间件、客户端三层结构,数据交换模块由适配器、应用开发与部署工具、企业服务总线构成,云计算模块由云计算核心服务器、千兆交换机等构成。平台的软件由平台接口模块、信息数据分类模块、数据库模块等构成。其中平台接口模块为电子政务信息共享平台设计多种接口;信息数据分类模块主要通过集成学习算法实现电子政务信息的分类,使用的集成学习算法为SPBoost算法;信息共享平台的数据库选择SQL Server 2008数据库,主要数据表包括单位信息表、电子政务信息表等。最后,对设计平台进行多方面的性能测试。结果表明:文中所设计平台的平台响应时间和恢复时间较短,无故障运行时间较长;计算资源利用率的整体水平较高;I/O读、写的最大、最小、平均响应时间较短。文中设计的共享平台整体性能较好,可以投入使用。
文摘This study explores the impact of digital literacy on adopting e-government services in Rwanda, focusing on the Irembo platform. The study addresses key gaps in the literature related to the digital divide and applies the Technology Acceptance Model (TAM) and Rogers’ Diffusion of Innovations theory. Using data from 2022 and 2023, This study employs k-means and hierarchical clustering to analyze application attributes processed through Irembo, including types, states, and prices. The findings reveal that, despite advancements in digital service delivery, disparities in access and digital literacy persist, particularly in rural areas. The study concludes with recommendations for enhancing digital literacy initiatives and improving e-government platform usability, which is essential for promoting inclusive access to public services and supporting Rwanda’s socio-economic development goals.
