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MULA SIGIRO
Universitas HKBP Nommensen Medan
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Journal : Building of Informatics, Technology and Science

 1 
Mining Grouping Biopharmaceutical Plants in Indonesia Using the K-Means Algorithm: Application of Data Mining in Production Lubis, Ridha Maya Faza; Huang, Jen-Peng; Sigiro, Mula; Panjaitan, Joel
Building of Informatics, Technology and Science (BITS) Vol 4 No 4 (2023): March 2023
Publisher : Forum Kerjasama Pendidikan Tinggi

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.47065/bits.v4i4.3165

Abstract

There are various types of biopharmaceutical plants or medicinal plants in Indonesia, including ginger, galangal, kencur, turmeric, lempuyang and curcuma aeruginosa whose production is widespread in various provinces in Indonesia. reached 160 million USD annually. Then the application of data mining used to classify biopharmaceutical plant production data in Indonesia from this study resulted in 2 clusters namely cluster 0 which in this cluster is a cluster with low production value of biopharmaceutical plants in Indonesia, namely the Provinces of West Sumatra, Riau, Jambi, South Sumatra, Bengkulu, Lampung, Kep. Bangka Belitung, Kep. Riau, DKI Jakarta, DI Yogyakarta, Banten, Bali, West Nusa Tenggara, East Nusa Tenggara, West Kalimantan, Central Kalimantan, South Kalimantan, East Kalimantan, North Kalimantan, Central Kalimantan, Southeast Sulawesi, Maluku, West Papua and Papua. While cluster 1 is the cluster where the production rate of biopharmaceutical plants is the highest in Indonesia, namely the Provinces of North Sumatra, West Java, Central Java, East Java and South Sulawesi. From the results that have been obtained, it is hoped that it will be useful for organizations, groups or individuals engaged in the biopharmaceutical plant sector so that they can review the existing deficiencies and can increase the production of biopharmaceutical plants in each province.
Co-Authors Ade Clinton Sitepu Arni Rosalia Simatupang Bajongga Silaban, Bajongga Bernalenta Lafau BESLINA AFRIANI SIAGIAN Br Sianipar, Vina Merina Chuan-Ming Liu David Guth Dian Syahfitri Dosmauli Angelia Sianipar Fajar Gohanda Sinaga Febri Dungo Silitonga Giawa, Sozanolo Ginting, Rindang Leni Saputri Gresia Ledy Sinaga Hamonangan Siallagan Hebron Pardede HERMAN . Herman . Huang, Jen-Peng Irving Josafat Alexander Jamser Simanjuntak Jen-Peng Huang Joel Panjaitan Joel Panjaitan Jossya Farasian Lubis Juli Darmawati Zega juliper nainggolan Kammer Tuahman Sipayung Kiki Khoifin Laia, Indah Septa Ayu Libianko Sianturi Lilis Napitupulu Lubis, Ridha Maya Faza Manalu, Andriono Manalu, Cristian Santo Manalu, Widyawati Marbun, Juliaster Mia Agustine Carolina Sianturi Milka Simanjuntak nainggolan, juliper Nike Elselia Sinaga Njuah Moenda Sari Silitonga Nurhayati Sitorus Okti Marlindang Br. Pandiangan Pai-Chou Wang Panjaitan, Joel Pardede, Hebron Parlindungan Sitorus Paulina Panjaitan Pittauli Sinambela Purba, Bulus Tua M Purba, Jusbinaraya Puspita Sari Sihotang Putri Manullang Regita Sari Situmorang Ridha Maya Faza Lubis Rina Devi Siahaan Rina Fisensia Simamora Rolan Manurung Romsina Siregar Sabar Dumayanti Sihombing Seniwati Pardede Sijabat, Naomi Christine Silitonga, Suryani Simanjuntak, Hendry Hamonangan Simanullang, Eka Notasya Simarmata, Nindy Claudia Veronika Simatupang, Yosua Hasudungan Simbolon, Lamtiur Verawati Sinaga, Gresya Ledy Sinaga, Reza Delopa Sindak Hutauruk Sitanggang, Nova Jou Marito Sitinjak , Erni Kusrini SITINJAK, ERNI KUSRINI Sitohang, Parida Tamba, Julinar Telaumbanua Telaumbanua Tetty A. Tambunan THEODORA SIMATUPANG Tiara Margaret Tarihoran Tulus Frandika Sagala Tumanggor, Riossally Marselina Turnip, Herman Alfredo Venkatesh Copa Viona Pardila Br. Sembiring Yeremia A Simanjuntak Yossi Anatasya Hutagalung Yusnadi Yusnadi