A method for disambiguation of scholars' names integrated with academic influence
A technology of influence and scholars, applied in the direction of instruments, calculations, electrical digital data processing, etc., can solve problems such as considering the academic influence of scholars
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[0048] The present invention will be further described below in conjunction with specific examples.
[0049] The method for disambiguating the names of scholars with academic influence provided in this embodiment is mainly to construct a social network based on the co-authorship and citation relationship of the subset of data to be disambiguated and the source data set, and calculate the data to be disambiguated according to the network relationship The academic influence of each node in the subset; in the data subset to be disambiguated, according to the node relationship, the three network relationships of scholars and scholars, scholars and documents, documents and documents, etc. are respectively constructed, and the loss function based on ranking is used, combined with node academic Influence similarity jointly learns the similarity between scholar nodes in multiple networks; constructs a clustering function based on node similarity and node academic influence, so as to ac...
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