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Method for evaluating innovation degree of text information

A technology of text information and text data, applied in the direction of instruments, network data indexing, other database retrieval, etc., can solve the problems of inadvisability and difficulty, and achieve the effect of easy reading, good extraction effect, and reduction of review time.

Active Publication Date: 2017-11-03
SHANDONG UNIV
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  • Claims
  • Application Information

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Problems solved by technology

But for big data, it is obviously not advisable to manually analyze the literature data of millions or tens of millions, because it is very difficult to realize, and there will be a large number of literature every year, so it is necessary to automatically Analyze the innovativeness of the content of the article

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  • Method for evaluating innovation degree of text information
  • Method for evaluating innovation degree of text information
  • Method for evaluating innovation degree of text information

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Embodiment Construction

[0034] The present invention will be further described below in conjunction with the accompanying drawings and embodiments.

[0035] It should be pointed out that the following detailed description is exemplary and intended to provide further explanation to the present application. Unless defined otherwise, all technical and scientific terms used herein have the same meaning as commonly understood by one of ordinary skill in the art to which this application belongs.

[0036] It should be noted that the terminology used here is only for describing specific implementations, and is not intended to limit the exemplary implementations according to the present application. As used herein, unless the context clearly dictates otherwise, the singular is intended to include the plural, and it should also be understood that when the terms "comprising" and / or "comprising" are used in this specification, they mean There are features, steps, operations, means, components and / or combinatio...

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Abstract

The invention discloses a method for evaluating the innovation degree of text information. The method for evaluating the innovation degree of the text information comprises the steps of performing word segmenting pre-processing on acquired text data, and training an LDA model by using preprocessed data to realize an industry-themed classification for distinguishing texts in different industries so as to enable a trained model to contain model files of keywords of each industry category; establishing a knowledge network composed of key knowledge and technical information extracted from the preprocessed data according to a time sequence, and continuously updating the knowledge network at regular time intervals; utilizing the preprocessed data sorted according to the time sequence to extract attribute information of each piece of literature, establishing a literature text structure network, and determining an innovation type of each piece of literature; using the trained LDA model to analyze which industry technology keywords or knowledge keywords in patent data belong to respectively, and combining the attribute information of the literature text structure network so as to constitute multidimensional indexes for the innovation degree evaluation.

Description

technical field [0001] The invention relates to a method for evaluating the innovation degree of text information. Background technique [0002] With the continuous progress and development of information technology, people can easily and quickly obtain a large number of documents to meet people's reading and learning needs. At present, the degree of innovation of various literatures cannot be accurately measured. [0003] For example, the degree of innovation of patents, etc., still relies on manpower for retrieval and analysis, which requires professional training for personnel, and the speed of personnel retrieval and evaluation of innovation degree is relatively slow and requires different levels of review and supplementary retrieval. Examiners are under great pressure and may delay the progress of the review, resulting in delays in authorization, and more re-examination and invalidation matters. [0004] In addition, when enterprises carry out innovation work, they us...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06F17/27G06F17/30
CPCG06F16/951G06F40/258G06F40/289
Inventor 郭伟张盘龙鹿旭东崔立真
Owner SHANDONG UNIV
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