Path: Top -> Journal -> Telkomnika -> 2017 -> Vol.15, No.1, March

B-BabelNet: Business-Specific Lexical Database for Improving Semantic Analysis of Business Process Models

Journal from gdlhub / 2017-08-12 11:29:15
Oleh : Endang Wahyu Pamungkas, Riyanarto Sarno, Abdul Munif, Telkomnika
Dibuat : 2017-03-11, dengan 1 file

Keyword : similarity, semantic string similarity, lexical database, business domain
Url : http://journal.uad.ac.id/index.php/TELKOMNIKA/article/view/3176
Sumber pengambilan dokumen : web

Similarity calculation between business process models has an important role in managing repository of business process model. One of its uses is to facilitate the searching process of models in the repository. Business process similarity is closely related to semantic string similarity. Semantic string similarity is usually performed by utilizing a lexical database such as WordNet to find the semantic meaning of the word. The activity name of the business process uses terms that specifically related to the business field. However, most of the terms in business domain are not available in WordNet. This case would decrease the semantic analysis quality of business process model. Therefore, this study would try to improve semantic analysis of business process model. We present a new lexical database called B-BabelNet. B-BabelNet is a lexical database built by using the same method in BabelNet. We attempt to map the Wikipedia page to WordNet database but only focus on the word related to the domain of business. Also, to enrich the vocabulary in the business domain, we also use terms in the business-specific online dictionary (businessdictionary.com). We utilize this database to do word sense disambiguation process on business process model activity’s terms. The result from this study shows that the database can increase the accuracy of the word sense disambiguation process especially in particular terms related to the business and industrial domains.

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PropertiNilai Properti
ID Publishergdlhub
OrganisasiTelkomnika
Nama KontakHerti Yani, S.Kom
AlamatJln. Jenderal Sudirman
KotaJambi
DaerahJambi
NegaraIndonesia
Telepon0741-35095
Fax0741-35093
E-mail Administratorelibrarystikom@gmail.com
E-mail CKOelibrarystikom@gmail.com

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