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All Journal Jurnal Buana Informatika JURNAL TEKNIK INFORMATIKA DAN SISTEM INFORMASI Matrik : Jurnal Manajemen, Teknik Informatika, dan Rekayasa Komputer Infokes : Jurnal Ilmiah Rekam Medis dan Informasi Kesehatan Journal of Community Development BIOS : Jurnal Teknologi Informasi dan Rekayasa Komputer PEKAT : Jurnal Pengabdian Kepada Masyarakat

Bakhtiyar Hadi Prakoso

Politeknik Negeri Jember

Author-ID : 3799620

Agriculture, Biological Sciences & Forestry Humanities Civil Engineering, Building, Construction & Architecture Computer Science & IT Electrical & Electronics Engineering Environmental Science Health Professions Mathematics Medicine & Pharmacology Nursing Public Health Social Sciences Veterinary Other

Published : 11 Documents Claim Missing Document

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Articles

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Implementasi Support Vector Regression pada Prediksi Inflasi Indeks Harga Konsumen Bakhtiyar Hadi Prakoso
MATRIK : Jurnal Manajemen, Teknik Informatika dan Rekayasa Komputer Vol 19 No 1 (2019)
Publisher : LPPM Universitas Bumigora

Inflation reflects an increase in the prices of these items as well as those used by the Indonesian government, especially Bank Indonesia, in determining monetary policy. An indicator that can be obtained by Bank Indonesia in measuring inflation is the Consumer Price Index. This study discusses inflation prediction using the SVR method. Inflation test data issued by Bank Indonesia. As a comparison material for the kernel used in the SVR method using two kernels, namely Linear and Radial Base Function. The error rate evaluation results show that linear kernels produce better values, with a MAPE rate of 8.70% and MSE of 0.0037

Pelatihan Dasar Kewaspadaan Bencana dan Evakuasi Mandiri di Pondok Modern Muhammadiyah Pakusari Kabupaten Jember Bakhtiyar Hadi Prakoso; Gandu Eko Julianto Suyoso; Mudafiq Riyan Pratama; Muhammad Yunus; Angga Rahagiyanto
Journal of Community Development Vol. 1 No. 1 (2020): October
Publisher : Indonesian Journal Publisher

Jember Regency is not immune from the risk of disasters. Information released by BPBD of Jember Regency, in 2018 there have been 224 disasters. This figure has increased more than 100% from the number of events in 2017. Efforts to reduce the risk of existing disasters and prevent new risks can be done by increasing the resilience of the community. From this background the writer through community service activities held a basic training on disaster alert at the Muhammadiyah Modern Pakusari Pondok. In the training the material will be delivered with lectures and demonstrations. With this training the insights of the participants will increase, especially in the field of disaster alertness. In addition participants were also trained to evacuate themselves against the earthquake disaster

Pembuatan Aplikasi Android Sebagai Media Pembelajaran Menarche Pada Remaja Putri Desa Kemuning Lor Kabupaten Jember Bakhtiyar Hadi Prakoso; Veronika Vestine; Gandu Eko Julianto Suyoso; Dina Fitriyah; Surya Dewi Puspita
Journal of Community Development Vol. 2 No. 2 (2022): April
Publisher : Indonesian Journal Publisher

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.47134/comdev.v2i2.51

Puberty is a period of transition from childhood to adolescence. One of the signs experienced by adolescent girls is the presence of menarche. Seeing the current condition of society, many parents, especially mothers, are less than optimal in providing education for their daughters when experiencing the menarche process. In this service activity, an android application will be created that functions to help menarch education. The activity began with the application design process and socialization to young women in the village of Kemuning Lor, Jember Regency. The results of this community service activity are as many as 80% of participants feel helped by the android application. In the future, the android application that is built can be developed by increasing educational content related to menarche.

Sistem Pakar Diagnosa Penyakit Tanaman Bawang Merah Menggunakan Metode Certainty Factor Mohammad Fathor Rosi; Bakhtiyar Hadi Prakoso
BIOS : Jurnal Teknologi Informasi dan Rekayasa Komputer Vol 1 No 1 (2020): March
Publisher : Puslitbang Sinergis Asa Professional

The lack of knowledge of farmers and the unequal counseling about onion diseasefrom experts is a strong reason for the difficulty of overcoming or immediately treateddiseases of onions, for this requires early diagnosis of disease onion plants. Thisresearch uses the Certainty Factor method. This method uses the certainty of an experton the symptoms of each disease. By determining the value of MB (Measure ofBelieve) as the level of confidence in the hypothesis and MD (Measure of Disbelieve)the level of distrust of the hypothesis. After using the Certainty Factor formula, thevalue of each disease will be generated from the new symptoms owned by using thehighest value of each disease, so that is the result of disease diagnosis in shallots. Thisstudy uses as many as 35 data as testing and from these data obtained an accuracyvalue of 85.71%

Perbandingan Metode Double Exponential Smoothing dan Least Square untuk Sistem Prediksi Hasil Produksi Teh Muhammad Bagus Nurkahfi; Victor Wahanggara; Bakhtiyar Hadi Prakoso
BIOS : Jurnal Teknologi Informasi dan Rekayasa Komputer Vol 1 No 2 (2020): September
Publisher : Puslitbang Sinergis Asa Professional

Tea is one of the mainstay commodities of Indonesian plantation. In order to meet market demand, it is necessary to plan the right production needs, so that the amount of production capacity and market demand is balanced. To meet the needs of the right production requires good planning. The way that can be done is by making predictions. In this study, the prediction of tea production was carried out using the Double Exponential Smothing and Least Square methods. From the test results, it was found that the MAPE value of the Double Exponential Smoothing method, the most optimal α value is α 0.1 with a MAPE value of 18.084% and for the Least Square method the MAPE value is 17.008%.

Pengembangan Aplikasi Penanggulangan Bencana Ship, Handle & Drive Berbasis Android dan Web Efri Tri Ardianto; Alinea Dwi Elisanti; Bakhtiyar Hadi Prakoso
JATISI (Jurnal Teknik Informatika dan Sistem Informasi) Vol 9 No 3 (2022): JATISI (Jurnal Teknik Informatika dan Sistem Informasi)
Publisher : Lembaga Penelitian dan Pengabdian pada Masyarakat (LPPM) STMIK Global Informatika MDP

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.35957/jatisi.v9i3.2352

The development of information technology in the world is very fast, one of which is Mobile technology. Mobile is a cellular communication tool that provides convenience in conveying information quickly and completely so that it is very important for all sectors, especially in the service of government agencies. Indonesia is a country with a fairly high incidence of disasters. This condition cannot be separated from geographical factors, namely archipelagic and volcanic countries. There were 13 disaster events recorded in 2020. Jember Regency is an area where disasters often occur so that special attention is needed in handling them. There were 286 disaster events in 2019 including floods, landslides and earthquakes. There are many researches on making android applications about disasters, but they still focus on mitigation and have not fully touched the real needs of victims. So it is still necessary to develop the android application (Ship, Handle & Drive). This application adopts and develops an online motorcycle taxi system that is applied in disaster management by supporting the features needed in the current digital era, namely victims of natural disasters, the government and officers so that they are practical in use. the hope is that this application can facilitate disaster management easily, quickly, precisely and accurately. The research method uses the waterfall method with a systematic approach through the stages of Analysis, Design, Coding, and Testing.

Perancangan dan Pembuatan Sistem Informasi Filing di Puskesmas Kalianget Kabupaten Sumenep Ussisa Alattaqwa; Sustin Farlinda; Feby Erawantini; Bakhtiyar Hadi Prakoso
Jurnal Infokes Vol 12 No 2 (2022): Jurnal Ilmiah Rekam Medis dan Informatika Kesehatan
Publisher : Universitas Duta Bangsa Surakarta

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

Filing information system is an information system that can assist filing officers in controlling and controlling medical records with the scan qrcode feature to speed up the input process and can produce output in the form of reports and trackers. The medical record document storage system at the Kalianget Health Center, Sumenep regency often experiences missfiles (lost and misplaced) because the use of tracers and recording of entry and exit of medicalrecord documents is not implemented so that officers find it difficult to find and control these documents. The pupose of this study is to facilitate filing officers in control and control the entry and exit of medical record documents in order to minimize the occurrence of missfiles. The design of this information system uses the waterfall method and data collection through observation, interviews, documentation, and Focus Group Discussion. The programming language used is PHP and MySQL as the database, with Java Script as the template in this filing information system. The result of this study are in the form of a filing information system that can facilitate officers in finding, controlling and controlling the entry and exit of medical record documents.

Optimalisasi Pemahaman tentang Menarche pada Kader PKK dan Remaja Putri di Desa Kemuning Lor Jember Gandu Eko Julianto Suyoso; Bakhtiyar Hadi Prakoso; Veronika Vestine; Surya Dewi Puspita; Dina Fitriyah
PEKAT: Jurnal Pengabdian Kepada Masyarakat Vol. 1 No. 2 (2022): Oktober
Publisher : Puslitbang Sinergis Asa Professional

Based on the preliminary study that has been carried out, namely with several village officials. Currently, the village of Kemuning Lor still lacks socialization related to menarche education, so that many teenagers in Kemuning Lor Village, Arjasa District, Jember Regency still do not understand menarche. This of course has an impact on the reproductive health and psychology of adolescent girls because of the lack of knowledge about menarche. This community service activity will optimize the understanding of menarche among PKK cadres and young women in Kemning lor Village, with socialization activities and application learning. The result of this community service activity is an increase in knowledge about menarche for both PKK Cadres and Young Women. From the level of understanding that was previously 30% which was included in the category of high knowledge to 85% after socialization.

Evaluasi Aplikasi Simen Sebagai Media Pembelajaran Menarche pada Kader PKK di Desa Kemuning Lor Jember Bakhtiyar Hadi Prakoso; Gandu Eko Julianto Suyoso; Veronika Vestine; Dina Fitriyah; Surya Dewi Puspita; Angga Rahagiyanto
PEKAT: Jurnal Pengabdian Kepada Masyarakat Vol. 2 No. 1 (2023): April
Publisher : Puslitbang Sinergis Asa Professional

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.37148/pekat.v2i1.17

Menarche is the first menstruation that occurs in young women. Knowledge about menarche will be an important provision for young women in facing menarche and the next menstrual period. Dissemination of valid information regarding menarche can be facilitated using information technology in the 4.0 revolution era, one of which is the Simen application. Simen applications, like other applications/software, need to be evaluated. Evaluation will show the advantages and disadvantages of an application, which will become the basis for further development of an application. The evaluation method used is usability analysis with 5 variables (learnability, memorability, efficiency, error and satisfaction). The instrument used was a questionnaire addressed to 20 Simen application users. The results of the questionnaire showed that the variable memorability (average score of the questionnaire was 4.15), the variable efficiency (the average value of the questionnaire was 4.07), and the error variable (the average value of the questionnaire was 4.10) was good. Meanwhile, the learnability variable (the average value of the questionnaire is 3.24) and the satisfaction variable (the average value of the questionnaire is 3.56) is sufficient. Based on these results, the Simen application still requires further improvements regarding the user interface and content.in the abstract.

Klasterisasi Puskesmas dengan K-Means Berdasarkan Data Kualitas Kesehatan Keluarga dan Gizi Masyarakat Bakhtiyar Hadi Prakoso; Ervina Rachmawati; Demiawan Rachmatta Putro Mudiono; Veronika Vestine; Gandu Eko Julianto Suyoso
Jurnal Buana Informatika Vol. 14 No. 01 (2023): Jurnal Buana Informatika, Volume 14, Nomor 1, April 2023
Publisher : Universitas Atma Jaya Yogyakarta

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.24002/jbi.v14i01.7105

One of the fundamental principles followed by the Jember Health Office for decision-making is data. Data plays a crucial role in the decision-making process. Raw data is more difficult to interpret and needs to be analyzed. Clustering is one of the techniques used for analysis. This study discusses using K-Means to cluster Public Health Center data based on AKI, AKB, and stunting prevalence. The data is processed by reducing dimensions and normalizing them. The clustering process is performed using the K-Means method, where the maximum k-value is obtained by calculating WCSS. The clustering process results in three clusters of Public Health Centers in the Jember Regency. These clusters can serve as a reference for the Jember Health Office to formulate family health and community nutrition quality policies.Keywords: data mining, K-Means, clustering, Maternal Mortality Rate, Infant Mortality Rate, the prevalence of stunting Salah satu dasar pengambilan kebijakan oleh Dinas Kesehatan Jember adalah data. Data memiliki peran dalam proses pengambilan keputusan. Data mentah yang didapatkan lebih sulit untuk diinterpretasikan sehingga diperlukan analisis terhadap data tesebut. Salah satu analisis yang dapat digunakan adalah teknik klasterisasi. Padapenelitian ini akan dibahas penggunaan K-Means untuk klasterisasi data puskesmas berdasarkan AKI, AKB, dan prevalensi stunting. Data diproses dengan melakukan reduksi dimensi dan normalisasi. Proses klasterisasi dilakukan dengan metode K-Means dimana nilai k maksimal diperoleh dengan menghitung WCSS. Adapun hasil proses klasterisasi didapatkan tiga kelompok klaster puskesmas yang terdapat di Kabupaten Jember. Hasil klasterisasi dapat digunakan sebagai referensi Dinas Kesehatan Jember dalam mengambil kebijakan terkait kualitas kesehatan keluarga dan gizi masyarakatKata Kunci: data mining, K-Means, klasterisasi, Angka Kematian Ibu, Angka Kematian Bayi, prevalensi stunting

Co-Authors Alinea Dwi Elisanti Angga Rahagiyanto Demiawan Rachmatta Putro Mudiono Dina Fitriyah Efri Tri Ardianto Ervina Rachmawati Feby Erawantini Gandu Eko Julianto Suyoso Mohammad Fathor Rosi Mudafiq Riyan Pratama Muhammad Bagus Nurkahfi Muhammad Yunus Surya Dewi Puspita Sustin Farlinda Ussisa Alattaqwa Veronika Vestine Victor Wahanggara Yohan Yuanta

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