Design of Chinese Corpus Based on Semantic Mining Algorithm
In order to improve the practical effect of the Chinese corpus, this paper combines the semantic mining algorithm to design the Chinese corpus, proposes an ontology adaptive algorithm based on content learning, and conducts in-depth research on the model of the algorithm. Firstly, in view of the het...
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| Format: | Article |
| Language: | English |
| Published: |
Wiley
2022-01-01
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| Series: | Advances in Multimedia |
| Online Access: | http://dx.doi.org/10.1155/2022/2404748 |
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| _version_ | 1850158501165268992 |
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| author | Di Wu |
| author_facet | Di Wu |
| author_sort | Di Wu |
| collection | DOAJ |
| description | In order to improve the practical effect of the Chinese corpus, this paper combines the semantic mining algorithm to design the Chinese corpus, proposes an ontology adaptive algorithm based on content learning, and conducts in-depth research on the model of the algorithm. Firstly, in view of the heterogeneity of web information structure and the chaotic nature of information organization, this paper proposes a web content extraction method to effectively remove noise information. Moreover, this paper analyzes an ontology-based text content parsing method, which uses the semantic parsing capability of the ontology to improve the semantic parsing capability of the text. Secondly, this paper proposes the BFA algorithm to optimize the BP neural network. The experimental research shows that the Chinese corpus system based on semantic mining proposed in this paper has a good practical effect and meets the actual needs of Chinese teaching and translation. |
| format | Article |
| id | doaj-art-68107cccece0447aae791b37e19e7ece |
| institution | OA Journals |
| issn | 1687-5699 |
| language | English |
| publishDate | 2022-01-01 |
| publisher | Wiley |
| record_format | Article |
| series | Advances in Multimedia |
| spelling | doaj-art-68107cccece0447aae791b37e19e7ece2025-08-20T02:23:51ZengWileyAdvances in Multimedia1687-56992022-01-01202210.1155/2022/2404748Design of Chinese Corpus Based on Semantic Mining AlgorithmDi Wu0Henan PolytechnicIn order to improve the practical effect of the Chinese corpus, this paper combines the semantic mining algorithm to design the Chinese corpus, proposes an ontology adaptive algorithm based on content learning, and conducts in-depth research on the model of the algorithm. Firstly, in view of the heterogeneity of web information structure and the chaotic nature of information organization, this paper proposes a web content extraction method to effectively remove noise information. Moreover, this paper analyzes an ontology-based text content parsing method, which uses the semantic parsing capability of the ontology to improve the semantic parsing capability of the text. Secondly, this paper proposes the BFA algorithm to optimize the BP neural network. The experimental research shows that the Chinese corpus system based on semantic mining proposed in this paper has a good practical effect and meets the actual needs of Chinese teaching and translation.http://dx.doi.org/10.1155/2022/2404748 |
| spellingShingle | Di Wu Design of Chinese Corpus Based on Semantic Mining Algorithm Advances in Multimedia |
| title | Design of Chinese Corpus Based on Semantic Mining Algorithm |
| title_full | Design of Chinese Corpus Based on Semantic Mining Algorithm |
| title_fullStr | Design of Chinese Corpus Based on Semantic Mining Algorithm |
| title_full_unstemmed | Design of Chinese Corpus Based on Semantic Mining Algorithm |
| title_short | Design of Chinese Corpus Based on Semantic Mining Algorithm |
| title_sort | design of chinese corpus based on semantic mining algorithm |
| url | http://dx.doi.org/10.1155/2022/2404748 |
| work_keys_str_mv | AT diwu designofchinesecorpusbasedonsemanticminingalgorithm |