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All Journal Jurnal Inspiration JURNAL PRODUKTIVITAS Bitnet: Jurnal Pendidikan Teknologi Informasi Jurnal Ilmiah Ilmu Komputer Fakultas Ilmu Komputer Universitas Al Asyariah Mandar jurnal syntax admiration Journal of System and Computer Engineering Nusantara Hasana Journal Journal Software, Hardware and Information Technology Rengganis Jurnal Pengabdian Masyarakat Jurnal Minfo Polgan (JMP) Jurnal Pengabdian Mandiri Aspirasi : Publikasi Hasil Pengabdian dan Kegiatan Masyarakat International Conference on Social Science
Markani, Markani
Universitas Teknologi Akba Makassar, Indonesia
Aerospace Engineering Agriculture, Biological Sciences & Forestry Humanities Automotive Engineering Biochemistry, Genetics & Molecular Biology Chemical Engineering, Chemistry & Bioengineering Computer Science & IT Decision Sciences, Operations Research & Management Economics, Econometrics & Finance Education Electrical & Electronics Engineering Engineering Industrial & Manufacturing Engineering Languange, Linguistic, Communication & Media Law, Crime, Criminology & Criminal Justice Library & Information Science Mathematics Nursing Public Health Social Sciences Other

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SISTEM INFORMASI PELAYANAN PADA RUMAH SAKIT UMUM DAERAH SERUI Tatik Maslihatin; Wisda Rahim; Nurul Rahmawati; Muhammad Arafah; Markani
Jurnal Minfo Polgan Vol. 11 No. 2 (2022): Article Research
Publisher : Politeknik Ganesha Medan

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.33395/jmp.v11i2.11647

Abstract

Rumah sakit merupakan tempat yang penting dalam melakukan pemeriksaan kesehatan. Sistem informasi rumah sakit dibutuhkan untuk memberikan pelayanan prima pada masyarakat. Saat ini system pada rumah sakit umum daerah Serui masih manual baik konsultasi ke dokter maupun pencarian pasien rawat inap. Hal ini membuat pasien dan pengunjung membutuhkan waktu sehingga menjadi tidak efektif. Penelitian ini bertujuan untuk membuat system informasi yang memudahkan pengguna dalam mencari jadwal konsultasi dan mencari pasien rawat inap. Penelitian ini menghasilkan suatu system informasi pelayanan rumah sakit berbasis android. Berdasarkan pengujian terhadap tingkat kepuasan pengguna menghasilkan sebesar 81,59% responden menyatakan system informasi pelayanan rumah sakit umum daerah Serui layak untuk digunakan.
SOSIALISASI IMPLEMENTASI SISTEM KEHADIRAN KARYAWAN TERINTRAGRASI GEOTAGGING PADA PT. KOOKMIN CARD FINANSIA MULTI FINANCE Markani Pato; Ramlah P; Nurnaningsih Nurnaningsih; Syaharullah Disa; First Wanita; Neneng Awaliah; Asnimar Asnimar; Mursalim Mursalim; Amran Amiruddin
JURNAL PENGABDIAN MANDIRI Vol. 2 No. 2: Februari 2023
Publisher : Bajang Institute

Show Abstract | Download Original | Original Source | Check in Google Scholar

Abstract

Employees of PT Kookmin Card Finansia Multi Finance, still uses traditional methods is fingerprint where are have various limitations and weaknesses such as making a marketing employee assigned outside the company to come to the office first to make kehadiran. This study aims to create a Geotagging Integrated Attendence System at PT Kookmin Card Finansia Multi Finance to make it easier for marketing employees to do kehadiran and documentation by providing gps access to find out the location. And the company can monitor employees on duty outside the company. The system development method used in this research is the Rapid Application Development (RAD) method. The RAD method is a system development method with a relatively short processing time. This data was obtained through, 1) Field Research, 2) Direct interviews with marketing, 3) Documentation. The system development method used in this research is the Rapid Application Development (RAD) method. The RAD method is a system development method with a relatively short processing time. Based on the test results using the UAT (User Acceptance Tens) testing technique, 84% of the 21 respondents obtained results, so it was declared feasible based on the tests carried out
Studi Efektivitas Penerapan Kurikulum Merdeka Belajar di SMA Islam Athirah 1 Makassar Yusran Yusran; Markani Markani
Jurnal Syntax Admiration Vol. 5 No. 8 (2024): Jurnal Syntax Admiration
Publisher : Syntax Corporation Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.46799/jsa.v5i8.1361

Abstract

This research aims to analyze and also develop the effectiveness of implementing the curriculum they study at SMA Islam Athirah 1 Makassar. The independent learning curriculum is a new policy in the world of education in Indonesia which gives freedom to each educational unit in managing and developing a curriculum that suits the needs and characteristics of students. By taking this approach, we will explore the opinions of each student teacher and also the school principal regarding the implementation of the independent learning curriculum at SMA Islam Athirah 1 Makassar. The data collected in this article was through observation and interviews. The independent learning curriculum at SMA Islam Athirah 1 Makassar will have a positive impact in increasing creativity, independence and interest in learning for students at SMA Islam Athirah 1 Makassar.
Analisis Penerapan Tata Kelola pada Usaha Mikro dan Kecil Menengah (UMKM) di Kelurahan Cikerai Cilegon Surachman Surachman; Mulyani Mulyani; Dandy Rizky Oktariansyah; Iffuany Yaqaz; Markani Markani; Ranisa Sarbelia
ASPIRASI : Publikasi Hasil Pengabdian dan Kegiatan Masyarakat Vol. 2 No. 5 (2024): September : ASPIRASI : Publikasi Hasil Pengabdian dan Kegiatan Masyarakat
Publisher : Asosiasi Periset Bahasa Sastra Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.61132/aspirasi.v2i5.1058

Abstract

MSME governance is one way to ensure that their business performance is sustainable and sustainable. Various methods are used to handle these governance problems. The aim of this Community Service (PKM) activity in the MSME sector is to implement MSME Governance within the Cikerai Village environment. The method used is conducting surveys and interviews with four stages starting from analysis to reporting. The results of PKM activities were carried out on the owner of the MSME business Mrs. Nay with the Nayy brand, who has a cassava chips snack business with financial and marketing constraints. After carrying out this activity, there was an understanding of MSME players, especially recording financial reports and developing traditional marketing into digital marketing
Integrasi Pemrosesan Bahasa Alami dalam Bot Telegram untuk Pengajaran Mata Kuliah Website Lebih Interaktif Marwa Sulehu; Markani Markani
Jurnal Minfo Polgan Vol. 13 No. 1 (2024): Artikel Penelitian
Publisher : Politeknik Ganesha Medan

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.33395/jmp.v13i1.13793

Abstract

Permasalahan utama dalam pengajaran mata kuliah website adalah kurangnya interaksi dan keterlibatan mahasiswa, serta minimnya dukungan individual dari pengajar. Penelitian ini bertujuan untuk mengatasi permasalahan tersebut dengan mengintegrasikan Pemrosesan Bahasa Alami (NLP) dalam bot Telegram. Bot Telegram ini dirancang untuk meningkatkan interaktivitas dan personalisasi dalam proses pembelajaran dengan menjawab pertanyaan mahasiswa, memberikan umpan balik otomatis, dan menyediakan sumber daya tambahan yang relevan. Hasil penelitian menunjukkan bahwa penggunaan bot Telegram berbasis NLP dapat meningkatkan tingkat interaksi dan keterlibatan mahasiswa, serta memberikan pengalaman belajar yang lebih mendukung dan memotivasi. Dengan demikian, solusi ini memiliki potensi besar untuk diterapkan di berbagai mata kuliah lain untuk meningkatkan efektivitas pembelajaran.
Optimasi Prediksi Kelulusan Mahasiswa Menggunakan Random Forest untuk Meningkatkan Tingkat Retensi Marwa Sulehu; Wisda Wisda; First Wanita; Markani Markani
Jurnal Minfo Polgan Vol. 13 No. 2 (2024): Artikel Penelitian
Publisher : Politeknik Ganesha Medan

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.33395/jmp.v13i2.14472

Abstract

Penelitian ini bertujuan untuk mengembangkan model prediksi berbasis algoritma Random Forest guna mengidentifikasi mahasiswa yang berisiko putus kuliah di Universitas Teknologi AKBA Makassar, di mana tingginya angka putus kuliah menjadi tantangan signifikan yang disebabkan oleh berbagai faktor akademik, sosial-ekonomi, dan psikologis. Dengan pendekatan kuantitatif melalui metode data mining, data dari sistem informasi akademik dan survei primer, menggunakan 1.425 data mahasiswa yang diolah melalui tahap preprocessing dan dibagi menjadi 80% untuk pelatihan dan 20% untuk pengujian. Hasil penelitian menunjukkan bahwa IPK, motivasi belajar, dan kehadiran merupakan variabel paling signifikan dalam memprediksi kelulusan, dengan model prediksi yang mencapai akurasi 70% serta performa precision dan recall yang memadai. Penelitian ini memberikan kontribusi penting dalam mendukung pengambilan keputusan strategis di institusi pendidikan tinggi untuk meningkatkan tingkat retensi mahasiswa dan mengurangi angka putus kuliah, meskipun masih terdapat ruang untuk peningkatan kinerja model, khususnya dalam menangani ketidakseimbangan data.
THE EFFECT OF LIFE INSURANCE CLAIM FILING SYSTEM DEVELOPMENT ON INCREASING CUSTOMER SERVICE PERFORMANCE (CASE STUDY: PT. ASURANSI ALLIANZ LIFE INDONESIA KPM. MAKASSAR) Markani Pato; Lilis Sugianti; Askar Askar; Febri Hidayat Saputra; Asrul Asrul; Mashud Mashud; Asnimar Asnimar; Muhammad Resha; Neneng Awaliah
Proceedings of the 1st International Conference on Social Science (ICSS) Vol. 2 No. 1 (2023): Proceedings of the 2nd International Conference on Social Science (ICSS)
Publisher : Green Publisher

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.59188/icss.v2i1.87

Abstract

Customer comfort is absolute and needs to be fully attentive to improving service performance, especially companies in the service sector. Submission of life insurance claim pt. Allianz Life Indonesia Insurance still uses conventional methods where when the customer wants to submit an insurance claim, the customer must visit the branch office, website or contact the head office to get information on what requirements are needed to submit a claim. This problem requires a flexible system application that helps customers in submitting claims and companies in processing customer data. This study aims to create a claim submission information system for PT. Allianz Life Indonesia Insurance KPM. Makassar to make it easier for customers to reach claim submissions without having to visit a branch office. Data obtained by: 1. Field research, 2. Interview with PT. Allianz Life Insurance Indonesia. System development using RAD (Rapid Application Development) model. System development using the RAD (Rapid Application Development) model. This model has 3 stages, namely 1. Requirement Planning, 2. Design 3. Implementation. The results showed that the results of testing with the UAT (User Acceptance Testing) technique were obtained by 82,75% of 26 respondents including admins, pimipinan and customers. The test results, it shows that the information system for submitting life insurance claims is declared feasible and can improve customer service performance
Design and Build Web-Based Interactive Learning Media for Early Childhood in Early Childhood Kindergarten Mujahidin School Markani Pato; Asnimar Asnimar; Fitri Laila; Ratnawati; Tatik Maslihatin; Febri Hidayat Saputra; Amran Amiruddin; Andi Yulia Muniar; Elmi; Benny Leonard Enrico Panggabean; Listia Utami; Muhammad Sabirin Hadis; Tamsir; Andi Nur Fadillah
Bitnet: Jurnal Pendidikan Teknologi Informasi Vol. 11 No. 1 (2026): Bitnet: Jurnal Pendidikan Teknologi Informasi
Publisher : Institute for Research and Community Services Universitas Muhammadiyah Palangkaraya

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.33084/bitnet.v11i1.11747

Abstract

The problem faced by At The PAUD Mujahidin School In Barru Regency is that the learning process is still dominated by conventional methods so that it is less interesting and less effective in stimulating children's interest in learning. The solution offered is the development of web-based interactive digital media that contains learning materials, interactive quizzes, and learning outcome reports that can be accessed by teachers and principals. The aim of the study was to create learning media that is able to increase children's involvement, motivation, and learning outcomes. The data was obtained through  observation, interviews, library research and the distribution of questionnaires for feasibility tests. The research method used is Research and Development (R&D) with the ADDIE (Analysis, Design, Development, Implementation, Evaluation) model. The media is tested using Blackbox Testing to ensure system functionality as well as User Acceptance Test (UAT) to evaluate user satisfaction. The results of the study indicate  that 88% of respondents stated that this medium is very suitable for use, able to increase children's involvement, and provide a more enjoyable learning experience.
Explainable Machine Learning for Long-Term Monthly Hydroclimatic Forecasting and Extreme-Event Detection Arif Fadillah; Markani Pato; Nuraida Latif; Benny Leornard Encrico Panggabean; Muhammad Rizal; Mursalim Mursalim; Muhajirin Muhajirin
Journal of System and Computer Engineering Vol 7 No 3 (2026): JSCE: July 2026
Publisher : Universitas Pancasakti

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.61628/jsce.v7i3.2741

Abstract

Long-term hydroclimatic prediction in arid urban environments remains methodologically demanding because monthly records are often intermittent, highly seasonal, zero-inflated, and dominated by rare but consequential extreme events. Using a 121-year monthly hydroclimatic record for Makkah, Saudi Arabia, spanning January 1901 to December 2021, this study develops an explainable hybrid machine-learning framework for monthly forecasting, seasonal diagnostics, and extreme-event detection. The dataset contains 1,452 monthly observations with a mean value of 6.19, median of 3.00, standard deviation of 8.05, and maximum of 52.00, indicating a strongly skewed distribution. Exploratory analysis reveals pronounced seasonality: November, December, and January exhibit the highest hydroclimatic values, whereas June is consistently dry across the full record. A temporal feature set was constructed using lag variables, rolling statistics, annual seasonal memory, cyclical month encodings, and trend indicators. Several predictive models were evaluated, including Random Forest, Extra Trees, Histogram Gradient Boosting, XGBoost, and a hybrid SARIMA–Random Forest residual-correction model. Extra Trees achieved the best forecasting performance on the holdout period, with MAE = 2.997, RMSE = 5.603, sMAPE = 57.669%, and R² = 0.518. Extreme-event detection was performed using a 90th-percentile threshold of 17.68, identifying 146 extreme months over the full record. The best classification trade-off was obtained by Histogram Gradient Boosting, while Random Forest produced the highest ROC-AUC. SHAP-based interpretation demonstrates that seasonal phase variables and annual memory features dominate model behaviour, especially month_cos, month_sin, same_month_last_year, and lag_12. The findings show that interpretable ensemble learning can provide a more transparent and operationally relevant framework than accuracy-only forecasting for arid-region hydroclimatic risk assessment.
Co-Authors - STMIK AKBA Makassar, Wisda Aminah Amran Amiruddin Amran Amiruddin Andi Nur Fadillah Andi Yulia Muniar Andi Yulia Muniar Arif Fadillah Arif Fadillah Askar Askar Asnimar Asnimar Asnimar Asnimar Asrul Asrul Asrul Benny Leonard Enrico Panggabean Benny Leornard Encrico Panggabean Butsiarah Dandy Rizky Oktariansyah Devi Yasmin Elmi Febri Hidayat Saputra Febri Hidayat Saputra First Wanita Fitri Laila Helman Fachri Iffuany Yaqaz Latif, Nuraida Lilis Sugianti Listia Utami Marwa Sulehu Mashud Mashud Mashud, Mashud Muhajirin, Muhajirin Muhammad Arafah Muhammad Resha Muhammad Sabirin Hadis Mulyani Mulyani Mursalim Mursalim Neneng Awaliah Neneng Awaliah Neneng Awaliah Nurnaningsih Nurnaningsih Nurul Rahmawati Ramlah P Ramlah P Ranisa Sarbelia RATNAWATI Ratnawati, Ratnawati Rizal Siti Nurhalizah Surachman Surachman Syaharullah Disa, Syaharullah Tamra Tamra Tamsir Tatik Maslihatin Tatik Maslihatin Wisda Rahim Yusran Yusran