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All Journal HAYATI Journal of Biosciences Jurnal Ilmu Pertanian Indonesia Jurnal Fitopatologi Indonesia Jurnal Silvikultur Tropika (JST) Jurnal Teknik ITS IPTEK Journal of Proceedings Series Semantik TELKOMNIKA (Telecommunication Computing Electronics and Control) JUTI: Jurnal Ilmiah Teknologi Informasi Agrovigor: Jurnal Agroekoteknologi Journal of Tropical Biodiversity and Biotechnology Jurnal Inspiration JURNAL HAMA DAN PENYAKIT TUMBUHAN TROPIKA Kultivasi Briliant: Jurnal Riset dan Konseptual JOPS (Journal Of Pharmacy and Science) JURNAL AGRONIDA Jurnal Entomologi Indonesia JMES The International Journal of Mechanical Engineering and Sciences Sewagati FENOMENA: Journal of Social Science Jurnal Analisis Pendidikan Sosial
ABDUL MUNIF
Departemen Informatika Institut Teknologi Sepuluh Nopember
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Journal : IPTEK Journal of Proceedings Series

 1 
Performance Improvement of Business Process Similarity Calculation using Word Sense Disambiguation Endang Wahyu Pamungkas; Riyanarto Sarno; Abdul Munif
IPTEK Journal of Proceedings Series No 1 (2015): 1st International Seminar on Science and Technology (ISST) 2015
Publisher : Institut Teknologi Sepuluh Nopember

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (126.237 KB) | DOI: 10.12962/j23546026.y2015i1.1143

Abstract

Similarity calculation between Business Process Models (BPM) has an important role in the process of managing BPM repository. One of its uses is to facilitate the searching process of a model in the repository. Similarity calculation between business processes is closely related with semantic string similarity. Semantic string similarity is usually performed by utilizing a lexical database, such as WordNet, to find the semantic meaning of words. The problem in WordNet is that this lexical database contains terms wich have more than one meaning or polysemous. Selecting the wrong meaning will  decrease the accuracy of similarity calculation process. In this study, we will try to improve the accuracy of similarity calculation of business processes using Word Sense Disambiguation (WSD). The main purpose is to eliminate the ambiguity of polysemous words before calculating the similarity value. WSD is performed by unsupervised methods based on the value of graph connectivity. Then, we used a lexical database that is focused in the business and industry field. The results from this study is able to achieve higher accuracy of the sense selection process for terms especially terms that are related to business and industrial domains. It will also increase the accuracy of similarity value calculation between the business process models.
Co-Authors Abdjad Asih Nawangsih Adhatus Solichah Ahmadiyah, Adhatus Solichah Ahmadiyah, Adhatus Solichah Akhmad Rizali Andrean Hutama Koosasi Anggraini, Ratih Nur Esti Anwar Rosyidi Ardana Jati Adyatmanto Aris Tri Wahyudi Asmoro, Prayogo Probo Darlis Herumurti Dede Setiadi Desy Nurbaiti Rahmi Dewi Sukma Dini Adni Navastra Diniar Nabilah Ghassani Dwi Retno Sari, Dwi Retno Dwi Sunaryono Efi Toding Tondok Eko Wahyu Wibowo Elis Nina Herliyana Endah Retno Palupi Endang Wahyu Pamungkas Ginardi, Raden Venantius Hari Giyanto Heriyanto Syafutra Hidayat, Husnul Hidayati, Shintami Chusnul Hidayatullah, Deden I Made Aditya Pradnyadipa Mustika I Made Fandy Aditya Wirana IBNUL QAYIM Indahsari, Rizkhi Indiyanti, Nurul Fitria Irfan Jelata, Tedi Ivan Fadhila Kania Amalia Kartika Kartika Kelly Rossa Sungkono Kultsum, Fifit Kusumawardhani, Amelia Mardiyani, Khairunnisa’ Rahma Marianah, Lisa Mirsodi, Muhammad Mohamad Rahmad Suhartanto Mohammad Ardhiansyah Metana Putra Mohammad Oktri Radity Muhammad Taufik Nadie Fatimatuzzahro Navinda Meutia Navinda Meutia Novitasari , Wahyuning Dwi Nurul Fajrin Ariyani Prasetyo Prasetyo Prussian Eka Pradana R. V Hari Ginardi R. V. Hari Ginardi Rachmania Ilavi, Rachmania Rahajeng Dwi Permatasari Rahmatin Nadia Ratih Nur Esti Anggraeni Ratih Nur Esti Anggraini, Ratih Nur Esti Riyanarto Sarno Rizky Januar Akbar Ruchi Intan Tantra, Ruchi Intan Rully Soelaiman Salma Nurkhafidoh Sari, Lidia Sarwosri Sarwosri Shintami Chusnul Hidayati Shodiq Syifaudin, Ikhwan Sitanggang, Della Siti Rochimah Supramana Suryo Wiyono Tanjung, Mei Rani Tengku Musri Vico Ade Candra Wati, Cheppy Wawan Kurniawan Wutsqa, Yusfia Urwatul Yudiyanto Yudiyanto Yunus Effendi