Extraction of ObjectProperty-UsageMethod Relation from Web Documents


Chaveevan Pechsiri, Sumran Phainoun, Rapeepun Piriyakul, Journal of Information Processing Systems Vol. 13, No. 5, pp. 1103-1125, Oct. 2017  

10.3745/JIPS.04.0046
Keywords: Medicinal Property, N-Word-Co, Semantic Relation, Usage-Method
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Abstract

This paper aims to extract an ObjectProperty-UsageMethod relation, in particular the HerbalMedicinalProperty- UsageMethod relation of the herb-plant object, as a semantic relation between two related sets, a herbal- medicinal-property concept set and a usage-method concept set from several web documents. This HerbalMedicinalProperty-UsageMethod relation benefits people by providing an alternative treatment/solution knowledge to health problems. The research includes three main problems: how to determine EDU (where EDU is an elementary discourse unit or a simple sentence/clause) with a medicinal-property/usage-method concept; how to determine the usage-method boundary; and how to determine the HerbalMedicinalProperty- UsageMethod relation between the two related sets. We propose using N-Word-Co on the verb phrase with the medicinal-property/usage-method concept to solve the first and second problems where the N-Word-Co size is determined by the learning of maximum entropy, support vector machine, and nai?ve Bayes. We also apply nai?ve Bayes to solve the third problem of determining the HerbalMedicinalProperty-UsageMethod relation with N-Word-Co elements as features. The research results can provide high precision in the HerbalMedicinalProperty-UsageMethod relation extraction.


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Cite this article
[APA Style]
Chaveevan Pechsiri, Sumran Phainoun, & Rapeepun Piriyakul (2017). Extraction of ObjectProperty-UsageMethod Relation from Web Documents. Journal of Information Processing Systems, 13(5), 1103-1125. DOI: 10.3745/JIPS.04.0046.

[IEEE Style]
C. Pechsiri, S. Phainoun and R. Piriyakul, "Extraction of ObjectProperty-UsageMethod Relation from Web Documents," Journal of Information Processing Systems, vol. 13, no. 5, pp. 1103-1125, 2017. DOI: 10.3745/JIPS.04.0046.

[ACM Style]
Chaveevan Pechsiri, Sumran Phainoun, and Rapeepun Piriyakul. 2017. Extraction of ObjectProperty-UsageMethod Relation from Web Documents. Journal of Information Processing Systems, 13, 5, (2017), 1103-1125. DOI: 10.3745/JIPS.04.0046.