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Journal : Informatika

Implementasi Data Mining Untuk Klustering Stunting Gizi Pada Balita Dipuskesmas Sigambal Meggunakan Metode K-Medoids Dan K-Means Melisa, Melisa; Harahap, Syaiful Zuhri; Masrizal, Masrizal
Jurnal Informatika Vol 12, No 3: INFORMATIKA
Publisher : Fakultas Sains & Teknologi, Universitas Labuhanbatu

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.36987/informatika.v12i3.6159

Abstract

The aim of this study was to identify and understand the different characteristics of toddlers in the context of factors that contribute to nutritional stunting. By using the clustering method, this study aims to group toddlers into several groups based on the similarity of their characteristics, so that more targeted interventions can be designed in dealing with stunting problems. Through this approach, it is hoped that significant patterns and risk factors can be found that distinguish stunted toddlers from toddlers who grow normally, and provide insights that can be used by policy makers and health practitioners to improve the quality of life of children. The method used in this study involves the application of two clustering techniques, namely K-Means and K-Medoids to Group sample data of 116 toddlers. The clustering process is carried out by measuring the distance between the toddler data and the centroid or medoid to determine which group is most suitable. The Data were analyzed to find patterns identifying unique characteristics of each cluster, reflecting differences in nutritional stunting-related risk factors.This process helps in differentiating groups of toddlers who are prone to stunting from those who are not, so that the analysis can be focused on the groups most in need of intervention. The results of clustering analysis showed that as many as 48 toddlers entered the C1 cluster, while the other 68 toddlers entered the C2 cluster. Each cluster describes two groups of toddlers with different characteristics in the context of nutritional stunting risk factors. The findings provide deep insight into the significant differences between the two groups, allowing researchers to identify specific patterns and risk factors. This information is then used to design more specific and effective interventions in addressing nutritional stunting in toddlers, taking into account the unique characteristics of each cluster that has been identified.
Co-Authors . NURFAIDA Abdullah, Budi Abid, Abid Abiyuna, Thaufan Adelia, Febri Nanda Adnas, Diny Anggriani Afma, Yumi Saputri Afriza, Ayu Agus Sarifudin, Agus Agus Suprijono Agusdianita, Neza Agusti, Ersa Agustiani, Sirli Ainil Mardiyah Alfi Yunita AlHafiz, Habib Ali Iskandar Zulkarnain, Ali Iskandar Alif Aditya Candra, Alif Aditya Amelia, Nanda AMINUDDIN KASDI Amrainum, Desri Anandita Eka Setiadi ANASTASYA SHINTA YULIANA Anderson, Irzal Andi Asrafiani Arafah Andriani, Annisa Anggraini, Rima Berti Anita Anita Apriliana Ayu Putri Aprilianto, Fadli Ar-ramdhani, Adinda Aulia Arie Pratania Putri Armiati Ashidiqie, Moch. Hasbie Asihin, David Hartono Asihin Asmar, Ali Athaliav, Tania Ayu Refina Oktaviani, Mas Ayu, Ayu Az Zahra S., Alya Azwar, Welhendri Baehaqi Bambang Kurniadi, Bambang Bismillah, Alfi Bistari Budi Yusdario Chairunnisa Chairunnisa Christanto, Budi Citra Ayu, Citra Cu, Michael Vikend Dalimunthe, Halimatus Sa'diyah Darmawan Darmawan Delsi K Delsi K Deni Suryani Deni Suryani Desfina Aisyiah Desmi, Refi Desmita Alfira Dewi Febriani Dewi Yuliana Fitri Dina Dina, Dina Dwi Anggraini Elliska Murni Harfinda Ermayeni, Siska Fahmi Aulia Zikra Fajri, Ahmad Nur Fajriyansyah, Fajriyansyah Farid Muhamad Fauzan Aidhil, Muhammad Felix*, Antonius Fitra Yarni Fitri Suryani Fitriyanti, Maya Gay, Munawi Gondo, Alvin Agustinus Gusnita Gusnita Gusnita Gustia Warman Hafizah Delyana, Hafizah Hajri, Priazki Hamdunah Hasibuan, Rabitah Hanum Hasnawati Hasnawati Haviza, Nur Hendra, Joni Hengki Oktari Saputra Heri Usmanto Herninda, Desty Herri Christian Palit, Herri Christian Hesti Asriwandari Hidayatullah Hidayatullah HURIYATUL AKMAL Husain, Aghnaita Ibrar, Syamsul Iko imelda arisa, Iko imelda Iksam, Iksam Imam Alfarizi, Muhammad Isgunandar, Isgunandar Isnaini Isnaini Iwan Hasri, Iwan Jamaludin . Jannus Marpaung Juwita, Marina Karmila Karmila Khairunnisa Khairunnisa kristanto, celine Kusuma, Adhi Lauchan, Agil maritho Lubis, Syahrani Lucky Heriyanti Jufri, Lucky Heriyanti Lukman Hakim Maesaroh Maesaroh Manaf, Ishak Abdul Manalu, Camelia Mardiyah Mardiyah MARIA BINTANG Marissa, Dini Meta Anggraini Michael Sitorus, Michael Miftahul Rizka Mochtar Marhum Muh. Darwis Muhammad Fadhli Muhammad Hadinata, Muhammad Muhammad Ichsan Muhdar, Aswad Mukhni Mukhni Mulia Suryani Muliono, Muliono Mulyani, Rizka Dwi Mupadiah, Ana Nanda, Meutia Nasyatul A, Restu Neilcy Tjahja Mooniarsih Ng, Yuliandre Wijaya Ng Nida Sri Utami Nilsya, Nilsya ningsih, bofi febria Nova Priyanti Novia, Merry Nugraha, Riyandi Fatur Nurhalimah Nurhalimah Nurhizrah Gistituati Nurmala Dewi, Nurmala Nurmala Nurmala Okky Rayhana Oktalia, Delvia Oktavirani, Nur Fira padmarsari, Widadi Paramitha, Audra Parida, Parida Paridah, Indah Patricia, Angel Pepriyanti, Ratih Permatasari, Yuli Pertiwi, Rara Diah Prihartini, Ade Rahayu Priyatna, Muhamad Purnama, Shilmy purnomo, arie Purwaningrum, Ajeng Handayani Purwanto, Andri Puspidayani, Dian Qawi, Ichwan Qurbaniah, Mahwar Raden Mohamad Herdian Bhakti Radhya Yusri, Radhya Rahma Lisa Herman Rahma, Puji Aulia Rahmawati, Rahmawati Rahmi Rahmi Rahmi Rahmi Rahmi Rahmi Rahmi Ramadan, Zaka Hadikusuma Ramadoni, Ramadoni Refi Desmi Reska, Tio Fadila RIDWAN SANTOSO Rika Saswita Rina Febriana Ritonga, Indah Rahayu Rizal, Musthofa Rizqi, Fiqri Rosita Putri Rahmi Rusdinal Rusdinal Rustiyarso, Rustiyarso S, Noprina Brielitha Safitri, Mardiana Sagala, Rahmadani Sakinah Sakinah Salam, M. Santiani Santiani Saputra, Billy Yanis Sari, Novela Sari, Nur Mala Sari, Putri Krisma Sari, Rizka Nanda Sari, Trisna Eka Sari, Windi Riana Sefna Rismen Septia Vramita Fahmi Seri Wahyuni Serliana, Serliana Shinta Meylia Rahman Sidarta, Eric Silalahi, Mastiur Verawaty Silviyanti, Tgk Maya Siti Nurjanah Siti Nurjannah Siti Patimah Siti Syarifah Rahmadhani Siti Tiara Maulia, Siti Tiara Sitompul, Muhammad Rizky Ramadhan Sri Mulyati Suardiman, Farida sukriadi sukriadi Suriyani Suriyani, Suriyani Surmiasih Surmiasih, Surmiasih Swis Tantoro Sya'Roni Syafrizal Syafrizal Syahputri, Tryani Syaiful Zuhri Harahap Syamaun, Arifin Syarifah Syarifah, Syarifah Tajuddin, Syariat tanjung, rona Tarigan, Jaka Sutra Thomy Sastra Atmaja Tiara Maulia, Siti Tibrani Tibrani, Tibrani Tinjung Desy Nursanti Trisna Eka Sari Ummah, Khuntum Khaira Utami, Sundari Venita, Erin Villia Anggraini Vuve Ona Rahma Suci Wahyudin Wahyudin Wahyuni, Chindi Wanda Tarli Ella Warna, Eka Welly Apria Wijaya, Darmawan Wijaya Wijaya, Felix Jonathan Wijaya, Kesumawaty Wijaya Wira Anjelina Yaprianti, Maria Yerizon Yerizon Yulia Haryono Yulia Hendri Yeni Yulia Khairina Ashar Yulna Haryono Yulyanti Harisman Yusnia, Yusnia Yusrina, Tania Yuyun, Sri zakiah, Nina Zulfaneti Zulfaneti Zulfikar Hasan Zulfitri Aima