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Automatic analysis scheme for mass text data

A text data, automatic analysis technology, applied in the direction of electrical digital data processing, special data processing applications, instruments, etc., can solve problems such as difficult to master, high cost, low efficiency, etc., to save workload, save development and adjustment, improve effect of effect

Inactive Publication Date: 2018-09-14
上海蔚界信息科技有限公司
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AI Technical Summary

Problems solved by technology

However, for general analysts, such methods are difficult to master, high cost and low efficiency, and the results cannot provide a comprehensive and intuitive interpretation of large batches of text data
At present, there is no comprehensive technical solution that can automatically and efficiently analyze large quantities of text data and form graphical and easy-to-understand analysis results

Method used

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  • Automatic analysis scheme for mass text data

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Embodiment Construction

[0015] In order to make the technical means, creative features, goals and effects achieved by the present invention easy to understand, the present invention will be further described below in conjunction with specific embodiments.

[0016] refer to figure 1 , the present embodiment adopts the following technical solutions: a large-volume text data automatic analysis scheme, which analyzes the text data from five angles, which are respectively 1. basic information of data and statistics of words and sentences; 2. weights of words and phrases Statistics; 3. Sentiment word inference; 4. Classification analysis; 5. Topic analysis; after the system conducts these five types of analysis through model algorithms, it analyzes the results and generates specific visual charts to display, and then users can intuitively obtain comprehensive text data Analysis conclusion.

[0017] The analysis of the first angle involved in this specific embodiment is data basic information and word stat...

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Abstract

The invention discloses an automatic analysis scheme for mass text data, and relates to the field of text-type data analysis. Text-type data are analyzed from five aspects including statistics of basic data information, words and sentences, weight statistics of words and phrases, inference of emotion words, classification analysis and theme analysis. After the five types of analysis are conductedby a system according to a model algorithm, results are analyzed to generate and display specific visualized graphs, and accordingly, users can acquire the text data visually to analyze conclusions comprehensively. The automatic analysis scheme has the advantages that automatic analysis of the mass text data is realized through a series of function, algorithm and graph designs, and analysts are assisted in finding the conclusions related to the text data quickly.

Description

technical field [0001] The present invention relates to the field of text data analysis, and specifically relates to an algorithm flow scheme for calculating and analyzing large quantities of text data from multiple different angles and forming summative results. It is mainly used in public opinion analysis, social network analysis, and customer service dialogue Analysis and other scenarios. Background technique [0002] A large amount of text data is generated in daily and business activities, and the development of related technologies has also made text data analysis more and more important. At present, the automatic analysis method for text data is mainly to analyze from a single angle through manual modeling and programming, and then let professionals understand and interpret the results of the computer background table. [0003] The use of this type of solution requires more professional technical personnel, and its advantage is that it can conduct customized in-depth...

Claims

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Application Information

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IPC IPC(8): G06F17/30
Inventor 王悦陈石
Owner 上海蔚界信息科技有限公司
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