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Journal : Jurnal Teknoinfo

IMPLEMENTASI METODE PEMBOBOTAN BERBASIS ATURAN DAN METODE PROFILE MATCHING PADA SISTEM PAKAR MEDIS UNTUK PREDIKSI RISIKO HIPERTENSI Agus Wantoro; Admi Syarif; Khairun Nisa Berawi; Kurnia Muludi; Sri Ratna Sulistiyanti; Sutyarso Sutyarso
Jurnal Teknoinfo Vol 15, No 2 (2021): Juli
Publisher : Universitas Teknokrat Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.33365/jti.v15i2.1523

Abstract

Cardiovascular is a disease that often causes death. One of the cardiovascular diseases that often cause death is the risk of Hipertensi. The highest risk factors for premature death and disability in the world are caused by smoking habits, high systolic blood pressure, and increased blood sugar levels. This death factor is because people with Hipertensi generally do not experience any symptoms until their blood pressure is too high which can cause death. Efforts that can be made are by utilizing information technology in the form of a medical expert system to Kelasify the risk of Hipertensi. This study aims to develop a medical expert system in a different way using rule-based weighting methods and profile matching. The weighting method is used to determine the risk weight based on patient variables, while the profile matching method is used to calculate the risk Kelasification based on the core factor and secondary factor variables on the risk of Hipertensi. System evaluation is carried out by comparing asset data taken from the Pima Indian Hipertensi Data (NHANES) with results from the system. The results of the comparison show that the accuracy of the proposed system is 96.67%. The proposed system is also compared with other Kelasification methods such as decision tree, Random Tree, Decision Stump, KNN, Naïve BaYa, Deep Learning, and Rule Induction. Based on the comparison results, the proposed system has a better level of accuracy, therefore the system developed can be used to Kelasify risks for other types of diseases.
Co-Authors Abimanyu Darmawan Adisti, Fransiska Admi Syarif Afifah, Syafira Hasna Agung, Leni Yulinda Kesuma Agus Wantoro Agustyas Tjiptaningrum Ahmad Arkan Ichsan Ahmad Arkan Ichsan Ahmad Farishal Akuba, Nanda Nurrohim Al Ghifari, Ghaza Ahmad Alicia Rahma, Cinta Alinta Ayuningtyas Alinta Almufit, Sabrina Early Amalia Tirzaningrum Amir, Anzela Andhika Mahatidanar Anggi Setiorini Anggraeni Janar Wulan anggraini janar wulan Angraini, Dwi Indria Ani Yuli Yanti Puspitasari Anisa Adelia Annisa Adietya Pratama Annisa Fath Annisa Putri Perdani Apri Lyanda Aprilia, Sandrina Audy Arif Yudho Prabowo Arsistya Ayu Marella Asep Sukohar Asiah Nurul Izzah Assidiq, Hans Pratama Astiti, Feni Ayu Dinda Fatimah Azizah, Nailul Azizza, Zahra Qori Azkiya Balqis, Gasela Zalianti Bayu Anggileo Pramesona Candra Kurniawan Chicy WIdya Morfi Christy, Angelica Philia CNA Qolbi Daulay, Suryani Agustina Dea Okta Pabiola Desty Marini Dewi Nur Fiana Dewi Nur Fiana Dewi Nur Fiana Dian Isti Anggraini Dian Isti Angraini Dian Isti Angraini Dian Syafitri Dian Syafitri Dian Syafitri Diana Mayasari Dilangga, Pad Dinda Annisa Fitria Diva Iole Humaira Dwita Oktaria Dyah Wulan Sumekar Rengganis Wardani Dyah Wulan Sumekar Rengganis Wardani Eca Cania Edward Sintong Samosir Efrida Warganegara Ekki Pirmansyah Emantis Rosa Ester Krisdayanti Ety Apriliana Exsa Hadibrata Farhati, Soraya Fathia Radinda Salsabila Fathia Sabila Umar Fauzi Ahmad Muda Fauziyyah Nuur Al Azizah Fitria Putridewi Abidin Fitria Saftarina Frigandra Syahputri Ghaitsa Lulua Giska Tri Putri Gozali, Achmad Haikal Nirfandi Hanif, Fauziah Hanna Mutiara Happy, Terza Aflika Haq, Rais Amaral Helmi Ismunandar Helmi Ismunandar Hendra Tarigan Sibero Hendri Busman Heni Sulistiani Herdato, M. Junus Didiek Hj. Rahma Amtiria Ilham Nugroho Ilham Nugroho Indri Windarti Intan Kusumaningtyas Intanri Kurniati Irawati, Nur Ayu Virginia Iswandi Darwis Jovan Widjaja, Jovan Widjaja Karima, Nisa Khalisah Nurjihany Salsabila Kurnia Muludi Kurniawan, Ryanda Masri Kurniawaty, Evi Kusumajati, Pusparini Latief, Adhi Nugroho Leni Ervina, Leni Lesilolo, Caroline Virgine Putri Liana Sidharti Liana Sidharti M Masykur Berawi M. Aqmal Hidayah M. Irfan zaki Rici Maharani, Atifah Fadilah MAHARANI, MELINDA Marcellia, Selvi Marzon, Mafalda Messah, Anse Diana Valentiene Mia Trihasna Asrizal Morfi, Chicy Widya Muhammad Aditya Muhammad Aditya, Muhammad Muhammad Aditya, Muhammad Aditya Muhammad Al Ikhsan Muhammad Farid Adityo Muhammad Maulana Muhammad Morsa Habibie Muhammad Ricky Ramadhian Muhammad Rifki Pratama Muhartono Muhartono Murfi, Syahrani Alya Nadyanka Zafirah Daya Adiwiguna Neema Putri Prameswari Nelly Yuana Ni MAde Ida Damma Nisa Karima Nisa Karimah Nur Anggraini Nurhaliza, Suci Nurul Islamy Nurul Islamy Nurul Utami Oktadoni Saputra Oktafany, Oktafany Oktavia Ningtias, Nabila Padmadisastra, Jauzaa Faishal Ahmad Perdami, Roro Rukmi Windi Pertiwi, Nabila Rahma Prabowo, Arif Yudho Prambudi Rukmono Pramesona, , Bayu Anggileo Prayogi, Norbertus Marcell Purnama, Dara Marissa Widya Puspaningrum, Dewi Ayu Putri Giani Purnamasari Qanita Arindia, Naifa Hana Rahma, Cinta Alicia Rahmah, Azizah Nur rahmawati, selvi Ramadhan Triyandi Ramadhan, Yasmine Aulia Ramadhana Komala Rani Himayani Rasmi Zakiah Oktarlina Ratna Dewi Puspita Sari Ratna, Maya Ganda Ratri Mauluti Larasati Ratu Nirmala Wahyunindita Redi Bintang Pratama Reni Zuraida Rianto, Muhamad Arif Rika Lisiswanti Risti Graharti Riyan Wahyudo Roro Rukmi Windi Perdani, Roro Rukmi RR. Ella Evrita Hestiandari Rudiyanto, Waluyo Safira, Ditya Ananda Salma Khairunnisa Samsul Bakri Sangging, Putu Ristyaning Ayu Sembiring, Rinawati Septiani, Linda Setiawan, Gigih Setiorini, Anggi Sheira Indah Anjani Shiddiq, Haikal Shinta Nareswari, Shinta Siregar, Maulana Irfan Hazairin Smith Imanuel Saputra Soemarwoto, Retno Ariza S. Sowiyah Sowiyah Sri Ratna Sulistiyanti Suharmanto Suharmanto Suharmanto Suryadi Islami Susianti Susianti Susianti Susianti, Susianti Sutarto Sutarto Sutyarso Sutyarso Sutyarso Syahfira, Reisyah Syahrani, Fitri Aulia Syarel, Radin Ghefira Naura Syazili Mustofa TA Larasati Ta Larasati Tasya Khariena Akbar Theodora Agverianti Theodorus, Emeraldha Verizka, Talitha Warsito Warsito Warsono Warsono Wibowo, Gatra Hadimuti Widjaja, Jovan Winda Trijayanthi Utama, Winda Trijayanthi Wiwi Febriani Wuryaningsih Dwi Sayekti Yoga, M. Agung Prasetya Adnyana Yolanda, Jennifer Ester Yulita Yulita Yuningrum, Hesti Zahra, Tsurayya Fathma Zefanya, Ezekial