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Event development venation diagram generation method

A technology of events and contexts, applied in digital data information retrieval, special data processing applications, instruments, etc.

Active Publication Date: 2020-07-07
INST OF INFORMATION ENG CAS
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  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0006] The present invention aims to solve the problem of obtaining news documents related to events and constructing event development context diagrams according to the obtained relevant documents

Method used

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  • Event development venation diagram generation method
  • Event development venation diagram generation method
  • Event development venation diagram generation method

Examples

Experimental program
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Embodiment Construction

[0035] The present invention will be further described below in conjunction with the accompanying drawings and specific embodiments.

[0036] (1) Refer to figure 1 , a method for generating an event development context map of the present invention, the method includes the following steps:

[0037] (1-1). An event is composed of many related news, which all represent a unified event topic; meanwhile, an event also includes many related entities, such as participating in tasks, organizations, places where events occur, and so on. In addition, news also contains specific topic attributes. Firstly, we need to represent the news text, and then extract the corresponding entity and construct a specific topic to represent a specific event.

[0038] (1-2), use the entity extracted in step (1-1), the obtained event topic and the representation of the news text to model the event, select the news set contained in the event of interest, and proceed to the next step operate.

[0039] (...

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Abstract

The invention discloses an event development venation diagram generation method. The method comprises: 1) for each news text in a corpus, generating vector representation of the news text and extracting entities and event implicit topics in the news text; 2) calculating entity similarity, topic similarity and vector representation similarity between the news text of the target event and each newstext in a corpus, and selecting a news set of the target event according to a calculation result; 3) taking each news text in the news set as a node in the event development context graph of the target event, calculating the similarity between the nodes, and generating an edge for connecting the two nodes if the similarity between the two nodes is greater than a set threshold, thereby generating anews text relation graph of the news set; 4) performing sub-event division on the news text relation graph to obtain a plurality of sub-event stages, and 5) generating an event development context graph of the target event according to the representative document corresponding to each sub-event stage.

Description

technical field [0001] The invention belongs to the field of natural language processing, and specifically aims at the problem that it is difficult to sort out the development context of events from a large number of new texts, and proposes a method for generating an event development context diagram, based on which the development context of a specific event can be provided for users picture. Background technique [0002] In the field of information retrieval, event-oriented retrieval has become a main way for users to obtain interesting events from the Internet. Usually, the retrieval system will ask the user to provide certain keywords when searching, but not all users have a deep understanding of the event, so the provided keywords may not be able to summarize the development trend of the event, so we invented a method based on user provided Related news documents to obtain relevant documents and show the user the method of event development. [0003] Event-related doc...

Claims

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Application Information

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IPC IPC(8): G06F16/36G06F16/332
Inventor 虎嵩林吕尚文黄龙涛韩冀中
Owner INST OF INFORMATION ENG CAS
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