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Oracle bone knowledge graph construction method and system based on multi-modal data

A technology of knowledge graph and construction method, applied in the field of oracle bone inscription information processing, can solve the problems of huge knowledge system, low degree of knowledge sharing, weak knowledge correlation, etc., and achieve the effect of strong knowledge correlation

Pending Publication Date: 2020-02-18
ANYANG NORMAL UNIV
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Problems solved by technology

However, traditional oracle bone research methods have problems such as huge knowledge system, high learning difficulty, long learning cycle, weak knowledge correlation, and low degree of knowledge sharing.

Method used

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  • Oracle bone knowledge graph construction method and system based on multi-modal data
  • Oracle bone knowledge graph construction method and system based on multi-modal data
  • Oracle bone knowledge graph construction method and system based on multi-modal data

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Embodiment Construction

[0030] The preferred embodiments of the present invention will be described below in conjunction with the accompanying drawings. It should be understood that the preferred embodiments described here are only used to illustrate and explain the present invention, and are not intended to limit the present invention.

[0031] In order to achieve the purpose of the present invention, as figure 1 As shown, in one of the implementations of the present invention, a method for building a knowledge map based on multimodal data is provided, including the following steps:

[0032] S1. Perform entity extraction and relationship extraction on oracle bone literature, oracle bone database, oracle bone text, oracle bone image, and oracle bone text body;

[0033] S2. Perform entity alignment and relationship fusion on the entities extracted in step S1 and the relationship between entities to form a multimodal fusion map;

[0034] S3. Use ontology reasoning and rule reasoning to mine and obtain...

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Abstract

The invention discloses an oracle bone knowledge graph construction method and system based on multi-modal data. The construction method comprises the following steps of S1, performing entity extraction and relationship extraction on oracle bone literature, an oracle bone database, an oracle bone text, an oracle bone text image and an oracle bone text ontology; s2, performing entity alignment andrelationship fusion to form a multi-modal fusion map; s3, mining and obtaining an implicit semantic relationship by utilizing ontology reasoning and rule reasoning; and S4, expanding the implicit semantic relationship into the multi-modal fusion map, and finally forming the oracle bone knowledge map. According to the method, various forms of oracle literature, description, database, corpus, video,image, 3D model and the like reflect multi-modal characteristics, knowledge fusion is performed on entities and relationships, and oracle knowledge maps are constructed by mining implicit semantics,so that potential entities and relationships hidden behind explicit entities and relationships are discovered, and the knowledge association is strong.

Description

technical field [0001] The invention belongs to the technical field of oracle bone inscription information processing, and in particular relates to a method and system for constructing an oracle bone knowledge graph based on multimodal data. Background technique [0002] Oracle bone inscriptions are the earliest systemic writings discovered today, and are treasures of the traditional culture of the Chinese nation. Oracle bone inscriptions have extremely high cultural relic value, historical data value and research value because they recorded various events in the Yin and Shang Dynasties 3,000 years ago. Since the discovery of oracle bone inscriptions in 1899, the historical mysteries of oracle bone inscriptions have been gradually uncovered through successive explorations by scholars at home and abroad nearly 120 years ago. The study of oracle bone inscriptions takes oracle bone inscriptions and its carrier oracle, oracle bones, and related archaeological phenomena as the r...

Claims

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Application Information

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IPC IPC(8): G06F16/35G06F16/36
CPCG06F16/35G06F16/367G06F16/374
Inventor 熊晶翟雪高峰焦清局葛彦强史小松张展刘永革
Owner ANYANG NORMAL UNIV
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