Research of ontology construction of coal mining face based on formal concept analysis
In view of problem of time-consuming and subjective dependence of traditional ontology construction method, an ontology construction method of coal mining face based on formal concept analysis was proposed. The method can discover concepts implied in domain data and relationship between the concepts...
| Main Authors: | , , , , |
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| Format: | Article |
| Language: | zho |
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Editorial Department of Industry and Mine Automation
2017-01-01
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| Series: | Gong-kuang zidonghua |
| Subjects: | |
| Online Access: | http://www.gkzdh.cn/article/doi/10.13272/j.issn.1671-251x.2017.01.018 |
| _version_ | 1797868858388774912 |
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| author | LIU Ting PAN Lihu ZHANG Sulan CHEN Lichao ZHANG Yingjun |
| author_facet | LIU Ting PAN Lihu ZHANG Sulan CHEN Lichao ZHANG Yingjun |
| author_sort | LIU Ting |
| collection | DOAJ |
| description | In view of problem of time-consuming and subjective dependence of traditional ontology construction method, an ontology construction method of coal mining face based on formal concept analysis was proposed. The method can discover concepts implied in domain data and relationship between the concepts effectively, use concept lattice to visualize ontology and add new information to ontology automatically, and realize semi-automatically update of ontology. Experiment proved effectiveness of the proposed method. |
| first_indexed | 2024-04-10T00:03:32Z |
| format | Article |
| id | doaj.art-937b49f92d3b4932bd375504f1b0defd |
| institution | Directory Open Access Journal |
| issn | 1671-251X |
| language | zho |
| last_indexed | 2024-04-10T00:03:32Z |
| publishDate | 2017-01-01 |
| publisher | Editorial Department of Industry and Mine Automation |
| record_format | Article |
| series | Gong-kuang zidonghua |
| spelling | doaj.art-937b49f92d3b4932bd375504f1b0defd2023-03-17T01:41:43ZzhoEditorial Department of Industry and Mine AutomationGong-kuang zidonghua1671-251X2017-01-01431737610.13272/j.issn.1671-251x.2017.01.018Research of ontology construction of coal mining face based on formal concept analysisLIU Ting0PAN LihuZHANG Sulan1CHEN Lichao2ZHANG Yingjun3School of Computer Science and Technology，Taiyuan University of Science and Technology, Taiyuan 030024, ChinaSchool of Computer Science and Technology，Taiyuan University of Science and Technology, Taiyuan 030024, ChinaSchool of Computer Science and Technology，Taiyuan University of Science and Technology, Taiyuan 030024, ChinaSchool of Computer Science and Technology，Taiyuan University of Science and Technology, Taiyuan 030024, ChinaIn view of problem of time-consuming and subjective dependence of traditional ontology construction method, an ontology construction method of coal mining face based on formal concept analysis was proposed. The method can discover concepts implied in domain data and relationship between the concepts effectively, use concept lattice to visualize ontology and add new information to ontology automatically, and realize semi-automatically update of ontology. Experiment proved effectiveness of the proposed method.http://www.gkzdh.cn/article/doi/10.13272/j.issn.1671-251x.2017.01.018coal miningcoal mining faceontology constructionontology updatesemi-automationformal concept analysisconcept lattice |
| spellingShingle | LIU Ting PAN Lihu ZHANG Sulan CHEN Lichao ZHANG Yingjun Research of ontology construction of coal mining face based on formal concept analysis Gong-kuang zidonghua coal mining coal mining face ontology construction ontology update semi-automation formal concept analysis concept lattice |
| title | Research of ontology construction of coal mining face based on formal concept analysis |
| title_full | Research of ontology construction of coal mining face based on formal concept analysis |
| title_fullStr | Research of ontology construction of coal mining face based on formal concept analysis |
| title_full_unstemmed | Research of ontology construction of coal mining face based on formal concept analysis |
| title_short | Research of ontology construction of coal mining face based on formal concept analysis |
| title_sort | research of ontology construction of coal mining face based on formal concept analysis |
| topic | coal mining coal mining face ontology construction ontology update semi-automation formal concept analysis concept lattice |
| url | http://www.gkzdh.cn/article/doi/10.13272/j.issn.1671-251x.2017.01.018 |
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