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Movie script plot prediction method

A technology for movie scripts and prediction methods, applied in the fields of electrical digital data processing, instruments, biological neural network models, etc., can solve problems such as the difference in the rationality of plot prediction and the inconsistency of knowledge reserves, and achieve the effect of improving accuracy.

Active Publication Date: 2020-06-02
天津外国语大学 +1
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

Due to the inconsistency of knowledge reserves among individuals, there are certain differences in the rationality of plot predictions

Method used

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  • Movie script plot prediction method
  • Movie script plot prediction method

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Embodiment Construction

[0024] An embodiment of the present disclosure provides a method for predicting the plot of a movie script.

[0025] In order to enable those skilled in the art to better understand the technical solutions in the present disclosure, the technical solutions in the embodiments of the present disclosure will be clearly and completely described below in conjunction with the accompanying drawings in the embodiments of the present disclosure. Obviously, the described The embodiment is only a part of the embodiments of the present disclosure, not all of the embodiments. Based on the implementation manners in the present disclosure, all other implementation manners obtained by persons of ordinary skill in the art without creative efforts shall fall within the protection scope of the present disclosure.

[0026] refer to figure 1 As shown, a flow chart of a method for predicting the plot of a movie script provided by an embodiment of the present disclosure may include the following st...

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Abstract

The invention provides a movie script plot prediction method. The method comprises the following steps: segmenting a historical text into sentences; determining an event contained in the statement andan event feature of the event; establishing an event graph according to the time sequence of each event; wherein each node in the event graph corresponds to one event, and the feature vector of the node is determined through the event feature of the event corresponding to the node; and inputting the feature vectors of the nodes contained in the specified node path into the trained graph neural network, and outputting the prediction node of the event corresponding to the specified node path. By adding the event characteristics of the event, the event information is enriched, so that the accuracy of movie theatre plot prediction is improved.

Description

technical field [0001] The present disclosure relates to the field of computer software, in particular to a method for predicting the plot of a movie script. Background technique [0002] When reading novels, movies, TV series and other works, people will always unconsciously guess the subsequent development of the storyline based on their own experience and background knowledge. Due to the inconsistency of knowledge reserves among individuals, there are certain differences in the rationality of plot prediction. Thanks to the development of natural language processing technology, people can already predict events with the help of computers. [0003] However, it should be pointed out that there are still some defects in the use of computers to predict events. For example, the consideration of factors is too single, only the succession relationship of events is considered, and there is no other information to assist in the prediction of events. The accuracy of prediction is ...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06F40/205G06F40/253G06F40/289G06F40/30G06N3/04
CPCG06N3/045Y02D10/00
Inventor 刘宏伟刘宏蕊
Owner 天津外国语大学
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