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针对将PageRank应用到学术论文评价中存在的不能解决悬点与要求引文网络强联通两个问题,通过引入Scholar Node,建立一种能同时克服以上缺点的评价学术论文影响力的方法——ScholarRank。通过对模型的验证分析,证实ScholarRank不但能够客观地反映包括悬点在内的论文学术影响力,同时能挖掘被引用次数不多的高质量论文。
In order to solve the two problems that the application of PageRank to the evaluation of academic essay can not solve the problem of the strong connection between the hanging point and the request citation network, Scholar Node is introduced to establish Schlarrock, a method to evaluate the influence of the above essay while overcoming the above shortcomings. Through the verification and analysis of the model, ScholarRank not only can objectively reflect the academic influence of the essay including the dangling point, but also can excavate the high-quality essay which is not cited much.