Text mining for real time ontology evolution
In this paper we propose the novel technique, On-line Contin-uous Ontological Evolution (OCOE) approach, which applies text mining to automate TCM (Traditional Chinese Medicine) telemedicine ontology evolution. The first step of the automation process is opening up a closed skeletal TCM ontology cor...
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ftcurtin:oai:espace.curtin.edu.au:20.500.11937/20859 2023-06-11T04:17:19+02:00 Text mining for real time ontology evolution Wong, J. Dillon, Tharam S. Wong, A. Lin, W. Longbing Cao Philip S. Yu Chengqi Zhang Huaifeng Zhang 2009 restricted https://hdl.handle.net/20.500.11937/20859 unknown Springer http://www.springerlink.com/content/978-0-387-79419-8 http://hdl.handle.net/20.500.11937/20859 Book Chapter 2009 ftcurtin https://doi.org/20.500.11937/20859 2023-05-30T19:30:54Z In this paper we propose the novel technique, On-line Contin-uous Ontological Evolution (OCOE) approach, which applies text mining to automate TCM (Traditional Chinese Medicine) telemedicine ontology evolution. The first step of the automation process is opening up a closed skeletal TCM ontology core (TCM onto-core) for continuous evolution and absorption of new scientific knowledge. The test-bed for the OCOE verification was the production TCM telemedicine system of the Nong's Company Limited; Nong's is a subsidiary of the PuraPharm Group in the Hong Kong SAR, which is dedicated to TCM telemedicine system development. At Nong's the skeletal TCM onto-core for clinical practice is closed (does not automatically evolve). When the OCOE is combined with the Nong's enterprise TCM onto-core it: i) invokes its text miner by default to search for new scientific findings over the open web incessantly; and ii) selectively prunes and stores useful new findings in special OCOE data structures. These data structures can be appended to the skeletal TCM onto-core logically to catalyze the evolution of the overall system TCM ontology, which is the logical combination: 'original skeletal TCM onto-core plus contents of the special OCOE data structures' The evolutionary process works on the contents of the OCOE data structures only and does not alter any skeletal TCM onto-core knowledge. This onto-core evolution approach is called the 'logical-knowledge-add-on' technique. OCOE deactivation will nullify the pointers and cut the association between the OCOE data structures and skeletal TCM onto-core, thus immediately reverting the clinical practice back to the original skeletal TCM onto-core basis. Book Part The Pointers Curtin University: espace |
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Curtin University: espace |
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description |
In this paper we propose the novel technique, On-line Contin-uous Ontological Evolution (OCOE) approach, which applies text mining to automate TCM (Traditional Chinese Medicine) telemedicine ontology evolution. The first step of the automation process is opening up a closed skeletal TCM ontology core (TCM onto-core) for continuous evolution and absorption of new scientific knowledge. The test-bed for the OCOE verification was the production TCM telemedicine system of the Nong's Company Limited; Nong's is a subsidiary of the PuraPharm Group in the Hong Kong SAR, which is dedicated to TCM telemedicine system development. At Nong's the skeletal TCM onto-core for clinical practice is closed (does not automatically evolve). When the OCOE is combined with the Nong's enterprise TCM onto-core it: i) invokes its text miner by default to search for new scientific findings over the open web incessantly; and ii) selectively prunes and stores useful new findings in special OCOE data structures. These data structures can be appended to the skeletal TCM onto-core logically to catalyze the evolution of the overall system TCM ontology, which is the logical combination: 'original skeletal TCM onto-core plus contents of the special OCOE data structures' The evolutionary process works on the contents of the OCOE data structures only and does not alter any skeletal TCM onto-core knowledge. This onto-core evolution approach is called the 'logical-knowledge-add-on' technique. OCOE deactivation will nullify the pointers and cut the association between the OCOE data structures and skeletal TCM onto-core, thus immediately reverting the clinical practice back to the original skeletal TCM onto-core basis. |
author2 |
Longbing Cao Philip S. Yu Chengqi Zhang Huaifeng Zhang |
format |
Book Part |
author |
Wong, J. Dillon, Tharam S. Wong, A. Lin, W. |
spellingShingle |
Wong, J. Dillon, Tharam S. Wong, A. Lin, W. Text mining for real time ontology evolution |
author_facet |
Wong, J. Dillon, Tharam S. Wong, A. Lin, W. |
author_sort |
Wong, J. |
title |
Text mining for real time ontology evolution |
title_short |
Text mining for real time ontology evolution |
title_full |
Text mining for real time ontology evolution |
title_fullStr |
Text mining for real time ontology evolution |
title_full_unstemmed |
Text mining for real time ontology evolution |
title_sort |
text mining for real time ontology evolution |
publisher |
Springer |
publishDate |
2009 |
url |
https://hdl.handle.net/20.500.11937/20859 |
genre |
The Pointers |
genre_facet |
The Pointers |
op_relation |
http://www.springerlink.com/content/978-0-387-79419-8 http://hdl.handle.net/20.500.11937/20859 |
op_doi |
https://doi.org/20.500.11937/20859 |
_version_ |
1768376379681800192 |