Name disambiguation method and device, electronic equipment and computer readable storage medium

Abstract

The embodiment of the invention relates to the technical field of information retrieval, and discloses a name disambiguation method and device, electronic equipment and a computer readable storage medium. The name disambiguation method comprises: determining literature information of at least two literatures of at least two language types to be subjected to name disambiguation according to word sparse distributed representation SDR generated on the basis of training corpora in advance, and one literature corresponds to one language type; then, based on a pre-constructed literature author classification model for at least two language types, according to the literature information of each literature of at least two language types, classifying each literature according to the literature authors to which the literature belongs to obtain a first author type corresponding to each literature, and correspondingly processing the literature of the corresponding language type by the literature author classification model of one language type; then, merging the first author categories in each language category to perform name disambiguation on the literature authors of each literature in each language category.

Description

technical field [0001] The embodiments of the present application relate to the technical field of information processing, and in particular, the present application relates to a name disambiguation method, device, electronic equipment, and computer-readable storage medium. Background technique [0002] In recent years, with the development of computer technology and the popularization and application of the Internet, there are more and more information on the Internet (such as paper literature information, patent literature information). The rapid growth of information makes us obtain rich information content, but also creates the problem of how to quickly obtain the information we need. As users' demand for high-quality search continues to increase, and people's information search is also growing. Users hope to obtain the bibliographic information of an author they want to know through searching, but due to the common phenomenon of authors with the same name, the author's...

AI Technical Summary

Problems solved by technology

However, the existing name disambiguation is basically based on the name disambiguation of the authors of the literature in a single language environment, and there is no method for the name disambiguation of the authors of the literature in a multilingual environment.

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