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Determination of Event-Pair Relation: Property-Usage Pair Relation from Web Documents

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This paper aims to determine event pair relation between two related-event concept sets (a property-event concept set and a usage-event concept set) as Property-Usage pair relation, especially MedicinalProperty-UsageMethod pair relation of herb-plant objects, from web documents. The Property-Usage/MedicinalProperty-UsageMethod pair relation of an herb-plant object benefits everyone to have alternative treatment/solution knowledge to a certain health problem. The research includes three main problems. The first problem is how to determine an EDU (where an EDU is an elementary discourse unit or a simple sentence/clause) with a medicinal-property/usage-method event concept on an EDU verb phrase. We apply an N-Word-Co with a medicinal-property-event concept or a usage-method-event concept to solve this first problem whereas the N-Word-Co size determination on the verb phrase is the second problem. The third problem is how to determine Property-Usage/MedicinalProperty-UsageMethod pair relation with the boundary consideration. Therefore, we propose using Bayesian Network and Support Vector Machine to solve the N-Word-Co size on the verb phrase. We also use N-Word-Co to solve the boundaries of Property-Usage/MedicinalProperty-UsageMethod pair relation. The research can provide the high precision results of the Property-Usage pair relation determination.
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Keywords: Boundary; Medicinal-Property; Usage-Method; Word Co-Occurrence

Document Type: Research Article

Affiliations: 1: College of Innovative Technology and Engineering, Dhurakij Pundit University, Bangkok, Thailand 2: Department of Computer Science, Ramkhamhaeng University, Bangkok, Thailand

Publication date: November 1, 2018

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  • ADVANCED SCIENCE LETTERS is an international peer-reviewed journal with a very wide-ranging coverage, consolidates research activities in all areas of (1) Physical Sciences, (2) Biological Sciences, (3) Mathematical Sciences, (4) Engineering, (5) Computer and Information Sciences, and (6) Geosciences to publish original short communications, full research papers and timely brief (mini) reviews with authors photo and biography encompassing the basic and applied research and current developments in educational aspects of these scientific areas.
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