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All Journal JIDAN (JURNAL ILMIAH KEBIDANAN) Journal of Artificial Intelligence and Engineering Applications (JAIEA)
Ade Irma Suryani
Universitas Prima Indonesia
Automotive Engineering Computer Science & IT Control & Systems Engineering Health Professions Public Health

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Academic Performance Assessment Prediction Model Using the Adaptive Neuro-Fuzzy Inference System Method Mardi Turnip; M. Arif Almahdi; Timi Tampubolon; Ade Irma Suryani; Astri Milleniar Marbun; Cindy Cynthia; Ester Ayu S. Marpaung
Journal of Artificial Intelligence and Engineering Applications (JAIEA) Vol. 3 No. 1 (2023): October 2023
Publisher : Yayasan Kita Menulis

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.59934/jaiea.v3i1.340

Abstract

Performance evaluation of Human Resources is an important part of an organization or company. One of the HR in tertiary institutions that must be evaluated is academic performance. The author conducted research on the factors of academic performance assessment. Therefore, we need a system that can classify academic performance optimally in order to improve the quality of academic performance. In this research, we construct a predictive model for academic ability evaluation using Adaptive Neuro-Fuzzy Inference System method. The ANFIS method shows a very good data accuracy of 92.20%. From each variable motivation to work appraisal show is a Good, competence to work appraisal = Good, compensation to work appraisal show is a Good, responsibility to work appraisal show is a Good, and job satisfaction to work assessment show is Good.
HUBUNGAN BERAT BADAN LAHIR RENDAH DENGAN STATUS GIZI BALITA DI DESA BATU BEDULANG KABUPATEN ACEH TAMIANG Devi Sri Wahyuni; Agnes Nella Vista Purba; Ade Irma Suryani; Cut Oni Fatmala; Eliani Eliani; Chrismis Novalinda Ginting
JIDAN: Jurnal Ilmiah Kebidanan Vol. 3 No. 2 (2023): Edisi Juli 2023
Publisher : UNIVERSITAS HAJI SUMATERA UTARA

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Abstract

Berat badan lahir rendah ialah bayi yang baru lahir dan diukur berat badannya langsung setelah kelahiran (24 jam pertama setelah kelahiran), dimana nilai berat badannya dibawah 2500 gram. Penelitian ini bertujuan untuk mengetahui apakah ada hubungan BBLR dengan status gizi balita di Desa Batu Bedulang Wilayah Kerja Puskesmas Bandar Pusaka Kabupaten Aceh Tamiang. jenis penelitian menggunakan metode retrospective, yakni dengan case control, kasus ada 52 balita status gizi tidak baik dan kontrol 52 balita status gizi baik. Ditemukan hasil bahwa mayoritas balita tidak BBLR sebanyak 69 balita (66.4%) dan minoritas balita yang BBLR sejumlah 35 balita (33.6%). Terdapat hubungan antara BBLR terhadap kejadian status gizi balita dengan nilai p = 0,003, dan OR = 10,706. Dapat disimpulkan bahwa terdapat hubungan yang signifikan antara BBLR dengan status gizi balita dengan p = 0.003 (p = <0,05), dan OR = 10.706, yang artinya balita yang mengalami BBLR memiliki resiko 10.706 kali lebih tinggi mengalami status gizi tidak baik ketimbang dengan balita yang berat badan lahir normal.
Co-Authors Agnes Nella Vista Purba Astri Milleniar Marbun Chrismis Novalinda Ginting Cindy Cynthia Cut Oni Fatmala Devi Sri Wahyuni Eliani Eliani Ester Ayu S. Marpaung M. Arif Almahdi Mardi Turnip, Mardi Timi Tampubolon