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Research on Information Recommendation Optimization Mechanism Based on Emotional Expression and Cognition

机译:基于情感表达与认知的信息推荐优化机制研究

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摘要

The information revolution brought by the rapid spread of the Internet has made people be more dependent on the Internet to obtain information. The internet products based on information are increasing the construction of the information recommendation system. But at present, the information recommendation systems are all limited to the content of information itself, ignoring the differences in the emotional expression of information. This research tried to purpose an approach for the information emotional semantic classification and recommendation based on emotional cognitive model. This research used news Internet product as an example to construct a quantitative coordinates of emotional cognition system through variable control, samples association analysis and statistical data analysis to improve the present information recommendation system. The results of verification experiment indicated that it is practical and effective for information classify and recommend. It is foreseeable that the theory of this research can be applied to other internet products about business, social communication and so on. Meanwhile, the research methods and results can be applied to psychology, sociology research and other specific areas, playing a guiding and testing role.
机译:Internet的迅速普及带来的信息革命使人们更加依赖Internet来获取信息。基于信息的互联网产品正在增加信息推荐系统的建设。但是目前,信息推荐系统都局限于信息本身的内容,而忽略了信息在情感表达上的差异。这项研究试图为基于情感认知模型的信息情感语义分类和推荐提供一种方法。本研究以新闻互联网产品为例,通过变量控制,样本关联分析和统计数据分析,构建了情感认知系统的定量坐标,以完善现有的信息推荐系统。验证实验结果表明,该方法对信息的分类和推荐具有实用性和有效性。可以预见的是,这项研究的理论可以应用于与商业,社会传播等有关的其他互联网产品。同时,研究方法和结果可应用于心理学,社会学研究等具体领域,起到指导和检验的作用。

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