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ANALISIS PREDIKSI KETERLAMBATAN PEMBAYARAN SPP MENGGUNAKAN ALGORITMA NAIVE BAYES DENGAN OPTIMALISASI PARTICLE SWARM OPTIMATION (STUDI KASUS : POLITEKNIK TEDC BANDUNG) Dini Rohmayani
Jurnal Teknologi Informasi dan Pendidikan Vol 13 No 2 (2020): Jurnal Teknologi Informasi dan Pendidikan
Publisher : Universitas Negeri Padang

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.24036/tip.v13i2.317

Abstract

One source of funds that plays a very important role in education or teaching and learning activities is the Donation of Education Development or tuition fee. The problem faced by TEDC Polytechnic of Bandung is based on historical data from the financial department there are still many students who are late in making tuition payments, for that the authors make an analysis in predicting late payment of fees by using the Naive Bayes algorithm which is compared with Particle Swarm Optimization (PSO) with the purpose of determining the classification pattern is right or late and to find out what indicators most influence the prediction of late payment of tuition fee. In testing the author uses 115 datasets from the results of a questionnaire filled out by students and these testing these divided into three models, the first is testing using the entire dataset and all attributes of the questionnaire results, the second test is done by using the entire dataset based on Particle Swarm Optimation (PSO), as well as the third test carried out using a dataset using the attributes that most influence to the prediction of late tuition payment. Off the 13 indicators, there are only 8 indicators that are most influential in predicting late payment of tuition fee, namely father's income, number of dependents of parents, pocket money / month, financial services, academic services, study programs, payment methods for tuition payment, and mother's occupation. The testing result of those three classification models using the highest Naive Bayes accuracy algorithm are testing using the Naive Bayes algorithm based on Particle Swarm Optimization (PSO), with an accuracy of 73.94%, precision 78.50%, 69% recall, and AUC 0.771 , even though the execution time is 3 seconds longer.
Classification of X-Ray Images of Normal, Pneumonia, and Covid-19 Lungs Using the Fuzzy C-Means (FCM) Algorithm Dini Rohmayani; Ayu Hendrati Rahayu
Journal of Applied Intelligent System Vol 7, No 1 (2022): Journal of Applied Intelligent System
Publisher : Universitas Dian Nuswantoro and IndoCEISS

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.33633/jais.v7i1.5512

Abstract

Lung disease has a very serious impact on the respiratory system and can be dangerous if not treated immediately. At this time, lung diseases that are often encountered by the public include pneumonia and 2019 coronavirus. Many people mistake the disorder that occurs to him because the symptoms of Covid-19 and pneumonia are very similar. Thus, it is very important to know the difference between the two diseases so that early treatment can be carried out. Based on the problems that have been described, the author will propose a study entitled "Classification of X-ray Images of Normal Lungs, Pneumonia, and Covid-19 Using the Fuzzy C-Means (FCM) Algorithm". The aim of this study is to assist in classifying normal, pneumonia, and Covid-19 lungs. The reason for choosing this algorithm is that this algorithm has advantages in grouping cluster centers which are more optimal than other methods.
BEBAN KERJA PETUGAS FILING TERHADAP RATA-RATA WAKTU PENYEDIAAN DOKUMEN REKAM MEDIS RAWAT JALAN Rizqy Dimas Monica; Fathia Mawar Firdaus; Intan Puji Lestari; Yesti Suryati; Dini Rohmayani; Ayu Hendrati
Jurnal Manajemen Informasi Kesehatan Indonesia (JMIKI) Vol 3, No 2 (2015)
Publisher : Asosiasi Perguruan Tinggi Rekam Medis dan Informasi Kesehatan Indonesia- APTIRMIKI

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.33560/.v3i2.90

Abstract

AbstractThe number of officers in RSUI Yakssi Filing Gemolong Sragen as many as 5 people. Based on the preliminary survey, the average time of provision of outpatient medical record documents in RSUI Yakssi Gemolong Sragen is 13.5 minutes in which time is not in accordance with minimum service standards set by the Minister of Health No: 129 / Menkes / SK / II / 2008. The purpose of this study was to determine the effect of workload attendant to the average filing time provision of medical record documents in RSUI Yakssi Gemolong Sragen. This type of research is analytic research by testing the effect of workload attendant to the average filing time provision of medical record documents in RSUI Yakssi Gemolong Sragen. Data collection methods used were observation and interviews, while the instruments used are guidelines for observation, interview and observation time of provision of the document sheet. The data obtained will be analyzed bivariate with Simple Linear Regression. The analysis showed that the workload of officers filing very strong influence on the average time providing outpatient medical record documents in RSUI Yakssi Gemolong Sragen. Based on the analysis, the authors provide suggestions for RSUI Yakssi Gemolong Sragen in order to analyze the workload and labor requirements in the filing, made the job description for each piece and give motivation to the filing officer to speed up the provision of medical record documents.Keywords: Workload, Filing Officer, Document Delivery TimeAbstrakJumlah petugas Filing di RSUI Yakssi Gemolong Sragen sebanyak 5 orang. Berdasarkan survei pendahuluan, rata-rata waktu penyediaan dokumen rekam medis rawat jalan di RSUI Yakssi Gemolong Sragen adalah 13,5 menit di mana waktu tersebut belum sesuai dengan standar pelayanan minimal yang ditetapkan oleh KepMenKes RI No: 129/Menkes/SK/II/2008. Tujuan penelitian ini adalah untuk mengetahui pengaruh beban kerja petugas filing terhadap rata-rata waktu penyediaan dokumen rekam medis di RSUI Yakssi Gemolong Sragen. Jenis penelitian yang digunakan adalah penelitian analitik dengan menguji pengaruh beban kerja petugas filing terhadap rata-rata waktu penyediaan dokumen rekam medis di RSUI Yakssi Gemolong Sragen. Metode pengumpulan data yang digunakan yaitu observasi dan wawancara, sedangkan instrumen yang digunakan adalah pedoman observasi, pedoman wawancara dan lembar pengamatan waktu penyediaan dokumen. Data yang diperoleh akan dianalisis bivariat dengan Regresi Linier Sederhana. Hasil analisis menunjukkan bahwa beban kerja petugas filing berpengaruh sangat kuat terhadap rata-rata waktu penyediaan dokumen rekam medis rawat jalan di RSUI Yakssi Gemolong Sragen. Berdasarkan hasil analisis tersebut, penulis memberikan saran untuk RSUI Yakssi Gemolong Sragen agar melakukan analisis beban kerja dan kebutuhan tenaga kerja di filing, membuat job description untuk masing-masing bagian dan memberikan motivasi kepada petugas filing untuk meningkatkan kecepatan penyediaan dokumen rekam medis. Kata kunci:Beban Kerja, Petugas Filing, Waktu Penyediaan Dokumen
Analisis Perbedaan Tarif Riil Rumah Sakit dengan Tarif Ina-CBG’s Berdasarkan Kelengkapan Medis Pasien Rawat Inap pada Kasus Persalinan Sectio Caesarea guna Pengendalian Biaya Rumah Sakit TNI AU Dr. M. Salamun Bandung Rizqy Dimas Monica; Fathia Mawar Firdaus; Intan Puji Lestari; Yesti Suryati; Dini Rohmayani; Ayu Hendrati
Jurnal Manajemen Informasi Kesehatan Indonesia (JMIKI) Vol 9, No 1 (2021)
Publisher : Asosiasi Perguruan Tinggi Rekam Medis dan Informasi Kesehatan Indonesia- APTIRMIKI

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.33560/jmiki.v9i1.289

Abstract

Berdasarkan studi pendahuluan yang dilakukan penulis di Instalasi Rekam Medis RS AU TNI Dr. M. Salamun Bandung, ditemukan perbedaan tarif riil rumah sakit dan tarif INA-CBG’s yang dilihat dari software INA-CBG’s terhitung dari bulan Januari sampai dengan Desember Tahun 2019 memiliki perbedaan tarif yang signifikan sehingga dapat menyebabkan kerugian pada pihak rumah sakit.Metode penelitian yang digunakan adalah metode deskriptif dengan pendekatan kuantitatif. Teknik pengumpulan data yaitu dengan observasi, wawancara, studi kepustakaan, dan dokumentasi. Instrumen penelitian menggunakan tabel pengolah data, pedoman wawancara, dan alat tulis.Hasil penelitian dari 77 pasien rawat inap pada kasus persalinan sectio caesarea yang diteliti penulis menemukan 4 pasien (5,20%) yang tarif INA-CBG’s melebihi tarif riil rumah sakit, dan 73 pasien (94,80%) yang tarif INA-CBG’s kurang dari tarif riil rumah sakit. Hal ini menunjukan bahwa selisih antara tarif riil rumah sakit dengan tarif INA-CBG’s tidak sedikit sehingga dapat merugikan bagi rumah sakit, maka rumah sakit harus melakukan pengendalian biaya dengan menerapkan standarisasi pelayanan agar biaya rumah sakit menjadi efisien dan mengurangi variasi dalam pelayanan sehingga biaya lebih mudah di prediksi serta pelayanan lebih terstandarisasi. Kesimpulan dan saran yang diberikan sebaiknya upaya pengendalian biaya dengan menerapkan standarisasi pelayanan dan melakukan evaluasi bulanan dengan pihak terkait baik dokter yang memberikan pelayanan atau seluruh PPA (Profesional Pemberi Asuhan) terhadap pasien rawat inap kasus persalinan sectio caesarea serta reward dan punishment terhadap pelaksanaan standarisasi pelayanan. Kata Kunci : Tarif riil rumah sakit, tarif INA-CBG’s, Persalinan, Sectio CaesareaKepustakaan: 56, 2004-2020
PERENCANAAN STRATEGIS SISTEM INFORMASI DI SEKOLAH TINGGI TEKNOLOGI BANDUNG Nova Agustina; Dini Rohmayani; Fahrullah .
Jurnal TEDC Vol 11 No 3 (2017): Jurnal TEDC
Publisher : UPPM Politeknik TEDC Bandung

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (268.028 KB)

Abstract

Pada saat ini informasi merupakan komoditas strategis. Penerapan strategis diutamakan pada duniapendidikan mengingat adanya persaingan bisnis yang dapat menghasilkan keunggulan kompetitif. Tujuanpembuatan penelitian ini adalah untuk menghasilkan Perencanaan Strategis Sistem Informasi yang selarasdengan strategi bisnis di Sekolah Tinggi Teknologi Bandung. Bentuk penelitian yang diambil menggunakanrumusan perencanaan strategis sistem dan teknologi informasi yang terintegrasi untuk mempermudahmanajemen mengelola sumber daya untuk menghasilkan informasi yang didapat lebih akurat, sehinggasistem dapat diusulkan, diterapkan dan digunakan oleh STT Bandung.Kata Kunci: Perencanaan, Strategi, Sistem Informasi, Sekolah Tinggi Teknologi Bandung.
RANCANG BANGUN SISTEM INFORMASI KEPEGAWAIAN (SIMPEG) DENGAN SDLC METODE WATERFALL STUDI KASUS DI KANTOR BKPLD KABUPATEN TASIKMALAYA Siti Maesaroh; Dini Rohmayani; Ramlan .; Arsul .
Jurnal TEDC Vol 11 No 2 (2017): Jurnal TEDC
Publisher : UPPM Politeknik TEDC Bandung

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (327.87 KB)

Abstract

Perkembangan teknologi informasi sangat dibutuhkan dalam pemerintahan. Salah satu kebutuhannya adalahpengelolaan data pegawai. Dengan kompleksitas yang relatif rumit, sudah waktunya membangun Sisteminformasi kepegawaian yang lengkap dan sesuai dengan kebutuhan. Sistem informasi kepegawaian inidiharapkan mampu melakukan pengelolaan data pegawai dengan baik sehingga diperoleh perencanaan ,pengawasan dan pengambilan kebijakan strategi yang optimal. Kondisi tersebut membutuhkan perencanaanyang baik dalam pembangunan Sistem Informasi Kepegawaian. Salah satu perencanaan yang baik adalahfungsi dari manajemen proyek. Komponen yang menentukan keberhasilan sebuah Proyek adalah penentuanmetode pengembangan sistem yang tepat. Banyak metoda SDLC (system development life cycle) yang ada,masing masing memiliki kelebihan dan kekurangn. Karena itu dibutuhkan pemilihan SDLC yang tepat dalampembangunan Sistem Informasi Kepegawaian. Dalam penelitian ini akan dipergunakan metode Waterfalldengan alasan sesuai dengan karakteristik Sistem Informasi Kepegawaian dan lingkungan pembangunansistem (BKPLD Kabupaten Tasikmalaya). Karakteristik tersebut adalah proses bisnis pengelolaankepegawaian sudah berjalan dengan baik sehingga kebutuhan sistem sudah tersusun dengan baik, tahapanpekerjaan yang sudah terpola atau prosedural sehingga sesuai dengan kondisi birokrasi di tempatpembangunan. Selanjutnya disusun manajemen proyek yang baik untuk meminimalisir kekurangan darimetoda Waterfall terutama dalam biaya dan waktu pengembangan.Kata Kunci: SDLC, Waterfall, Simpeg
Fuzzy Logic for Determination of Community Assistance Using the Tsukamoto Method for Residents of Kasreman Village, Rembang Dahlan Dahlan; Dini Rohmayani; Rachmat Iskandar
Journal of Applied Intelligent System Vol 7, No 3 (2022): Journal of Applied Intelligent System
Publisher : Universitas Dian Nuswantoro and IndoCEISS

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.33633/jais.v7i3.7162

Abstract

The obstacle to regional progress and the main cause of social problems is due to the large number of poor people, so there must be a poverty management program by the government, one of which is citizen assistance. The selection process by the local village apparatus is very much needed in the process of determining the recipients of citizen assistance, because the quota for the recipients of citizen assistance is less than that of registrants for citizen assistance. The distribution of aid does not fall to the right party resulting in injustice to other underprivileged families so that it creates several problems, where the method that will be used is Tsukamoto's Fuzzy Logic. In this study, the data used are land area, income of residents, number of dependents of the family. The evaluation method carried out in this study is using a confusion matrix, for one test the level of accuracy produced is 92.74%. Based on the experiment, it can be concluded that the Tsukamoto algorithm is quite accurate in determining citizen assistance to the residents of Kasreman Village, Rembang.
PENYULUHAN GAYA HIDUP SEHAT UNTUK JIWA YANG KUAT Intan Pujilestari; Dini Rohmayani; Rizqy Dimas Monica
PUAN INDONESIA Vol. 4 No. 2 (2023): Jurnal Puan Indonesia Vol 4 No 2 Januari 2023
Publisher : ASOSIASI IDEBAHASA KEPRI

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.37296/jpi.v4i2.125

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In a healthy body there is a strong soul. Perhaps we have heard the sentence called for in an activity. This certainly does not escape the healthy lifestyle that must be applied. We can start a healthy lifestyle from the family environment. Starting from diet, rest patterns, hygiene and exercise. The problem that often arises in people in Indonesia is usually the lack of maintaining a diet, so that the body feels physically unwell resulting in diseases that are owned by the community. Rest patterns also affect the health of our bodies, as a result we will feel excessive fatigue. Uncomfortable environmental cleanliness will bring about diseases around the environment. Irregular exercise then our bodies do not feel fit. Based on the problems described above, community service aims to provide counseling on a healthy lifestyle for a strong soul. As a result of the dedication that has been carried out for the residents of Taman Bukit Cibogo RT 08, the residents are very happy with the counseling held by the service team, so that residents get useful knowledge and can apply a healthy lifestyle to their daily lives.
Encryption of Information on Brain Tumor Images Using Vigenere Cipher Algorithm and Least Significant Bits Burjulius, Renol; Rohmayani, Dini; Lena, Sonty
(JAIS) Journal of Applied Intelligent System Vol. 8 No. 3 (2023): Journal of Applied Intelligent System
Publisher : LPPM Universitas Dian Nuswantoro

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.33633/jais.v8i3.8973

Abstract

Cryptography is a branch of existing methods in mathematics which has the goal of being able to maintain the confidentiality of the information contained in the data so that the information is not known by parties who have no interest. Confidentiality of this information is important so that the information sent is not misused irresponsibly. Vigenere Cipher is a method used for cryptography. Vigenere Cipher works by using a tabula recta table where the table contains an alphabet arranged based on the Caesar Cipher shift. In this study, the Vigenere Chiper algorithm will be used to encrypt information into 25 brain tumor images. In the tests carried out on 25 images, the best MSE obtained was 1.541e-05, while the best PSNR was 48.1219, for the best SSIM it was 0.99995, then for the BER value, all images obtained a BER value of 0 and also for the entropy of the best steganography image, which was 6.8204.
PEMBUATAN KOLAM TERASERING UNTUK BUDIDAYA IKAN DI RW 23 DESA CILAME KECAMATAN NGAMPRAH KABUPATEN BANDUNG BARAT Marlina, Lusi; Rohmayani, Dini; Yuliana, Ade; Listiana, Reni; Iskandar, Rachmat
PUAN INDONESIA Vol. 5 No. 2 (2024): Vol. 5 No. 2 (2024): Jurnal Puan Indonesia Vol 5 No 2 Januari 2024
Publisher : ASOSIASI IDEBAHASA KEPRI

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.37296/jpi.v5i2.184

Abstract

A community service team from TEDC Bandung Polytechnic conducted a community service activity in Cilame Village, Bandung Barat Regency. The activity was the construction of terraced ponds for fish farming. This activity aims to help improve the economy of Cilame Village residents with low incomes. The activity began with the formation of a community service team consisting of 13 people. The team then conducted a field survey to determine the location and theme of the community service. After that, the team made a letter of request to the Head of Rukun Warga 23, Cilame Village. The construction of the terraced pond was carried out at one of the residents' houses which had unused land in the front yard of their house. The pond is 2 meters x 1 meter x 0.5 meters in size. After the pond was completed, the community service team provided catfish and tilapia fry to the resident. The activity went smoothly and was completed on time. On April 12, 2021, the community service team handed over the pond to the residents of Cilame Village.