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基于大数据的产学研需求智能匹配平台架构研究
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作者 徐欣威 黄翠萍 《无线互联科技》 2024年第21期40-43,69,共5页
文章旨在构建一个基于大数据的产学研需求智能匹配平台,以解决传统产学研合作中需求匹配效率低下、准确性不足的问题。该平台基于企业技术需求、科技期刊、科技成果等海量元数据,通过数据预处理、数据清洗、数据转换和标准化等对源数据... 文章旨在构建一个基于大数据的产学研需求智能匹配平台,以解决传统产学研合作中需求匹配效率低下、准确性不足的问题。该平台基于企业技术需求、科技期刊、科技成果等海量元数据,通过数据预处理、数据清洗、数据转换和标准化等对源数据的处理,形成数据仓库,进一步通过联机分析、机器学习、数据挖掘、人工智能组件等分析和挖掘,智能化导出符合其技术需求的专家、成果、高校科研院所等。平台通过数据应用层、API接口层、数据展示层等层次递进,以PC端、移动端等多种形式进行技术需求匹配展示。 展开更多
关键词 数据清洗 数据仓库 联机分析服务 机器学习 数据挖掘 人工智能组件
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A Multi-Agent Expert System for Prevention of Child Abuse and Neglect 被引量:1
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作者 Pedro Sanz-Angulo Juan Jose de-Benito-Martin 《Computer Technology and Application》 2011年第10期774-781,共8页
When a child abuse situation arises, the responsible agencies and entities in charge of response should be capable of providing a fast and personalized solution for the good of the child. This need leads the authors t... When a child abuse situation arises, the responsible agencies and entities in charge of response should be capable of providing a fast and personalized solution for the good of the child. This need leads the authors to consider the formation of dynamic virtual organizations tailored to each particular abuse case. In the authors' approach the partner selection of these collaborative networks is done through a software tool that combines two technologies from the field of artificial intelligence, specifically multi-agent systems and expert systems. In addition, these partners come from the breeding environment constituted by all the agencies or individuals, either in a region or locality, which have the potential of response. 展开更多
关键词 Multi-agent systems expert systems prevention of child abuse and neglect dynamic virtual organizations VO (virtual organization) breeding environments.
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