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

A name and disambiguation technology, which is applied in the field of information processing, can solve problems such as the non-existence of name disambiguation methods, achieve good scalability and improve accuracy

Active Publication Date: 2021-06-29
INST OF SCI & TECHN INFORMATION OF CHINA
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

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.

Method used

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

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Embodiment Construction

[0082] Embodiments of the present application are described in detail below, examples of which are shown in the drawings, wherein the same or similar reference numerals denote the same or similar elements or elements having the same or similar functions throughout. The embodiments described below by referring to the figures are exemplary only for explaining the present application, and are not construed as limiting the present application.

[0083] Those skilled in the art will understand that unless otherwise stated, the singular forms "a", "an", "said" and "the" used herein may also include plural forms. It should be further understood that the word "comprising" used in the specification of the present application refers to the presence of the features, integers, steps, operations, elements and / or components, but does not exclude the presence or addition of one or more other features, Integers, steps, operations, elements, components, and / or groups thereof. It will be under...

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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...

Claims

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Application Information

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Patent Type & Authority Patents(China)
IPC IPC(8): G06F16/35G06F16/34G06F16/36G06F40/295
CPCG06F16/35G06F16/367G06F16/345G06F40/205G06F40/289
Inventor 李琳娜翟晓瑞韩红旗刘志辉王莉军
Owner INST OF SCI & TECHN INFORMATION OF CHINA
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