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A python-based sentiment analysis method for movie reviews

A sentiment analysis and movie review technology, applied in semantic analysis, text database clustering/classification, instruments, etc., it can solve the problem that one person will give a score of 9 points, and another person will give a score of 8 points and a score. Different standards, fuzzy information and other problems, to achieve the effect of high accuracy, high efficiency and accuracy

Active Publication Date: 2021-08-31
FUZHOU UNIV
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Problems solved by technology

One is that different evaluators have different subjective scoring standards. Maybe when two people have the same degree of approval for a movie, one person will give a score of 9, and the other will give a score of 8. For those who want to know For audiences who actually evaluate movies, vague information often leads to unsatisfactory needs

Method used

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  • A python-based sentiment analysis method for movie reviews
  • A python-based sentiment analysis method for movie reviews
  • A python-based sentiment analysis method for movie reviews

Examples

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Embodiment Construction

[0026] The present invention will be further described below in conjunction with the accompanying drawings and embodiments.

[0027] It should be pointed out that the following detailed description is exemplary and is 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.

[0028] 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 combina...

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Abstract

The present invention relates to a method for emotional analysis of film reviews based on Python, including a data acquisition stage, a data preprocessing stage and a data analysis stage; the data acquisition stage uses Python to build a web crawler; the data preprocessing stage performs word segmentation and stop words The operation; the data analysis stage adopts the naive Bayesian machine learning method, combined with the sentiment dictionary method to carry out predictive analysis. Compared with other common sentiment analysis techniques, the present invention achieves the best in accuracy and recall.

Description

technical field [0001] The invention relates to the technical field of natural language processing, in particular to a Python-based film review sentiment analysis method. Background technique [0002] Since Shannon started the research on information theory, there has never been a channel for information to have such a huge volume and speed as the Internet channel today. A large number of bits are transmitted on the highway of the network every day or stored in an intermediate site. These The largest proportion of data is undoubtedly the most important one for human beings to exchange information, that is, natural language. No matter what kind of network business, it cannot be separated from the use of natural language data, such as e-commerce websites, early blogs, multi-person interactive forums, chat rooms, and microblogs with over 100 million users. Regardless of age, region, or gender, Internet users will always use natural language data to express their support or opp...

Claims

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Application Information

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Patent Type & Authority Patents(China)
IPC IPC(8): G06F16/35G06F16/36G06F16/951G06F40/289G06F40/30G06N20/00
CPCG06F16/951G06F16/355G06F16/374G06N20/00G06F40/289G06F40/30
Inventor 刘耿耿叶文滔徐赛娟
Owner FUZHOU UNIV
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