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

Abstract

The embodiment of the present application relates to the field of information retrieval technology, and discloses a name disambiguation method, device, electronic equipment, and computer-readable storage medium, wherein the name disambiguation method includes: according to the word sparse distributed representation generated in advance based on the training corpus SDR, determine the document information of at least two documents in at least two language categories to be disambiguated, one document corresponds to one language category; then, based on the pre-built document author classification model for at least two language categories, According to the document information of each document in at least two language types, classify each document according to the author of the document to obtain the first author category corresponding to each document, and the document author classification model of one language type corresponds to the processing Documents of corresponding language categories; Next, the first author categories under each language category are merged, so as to disambiguate the names of the document authors of each document 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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