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ANALYSIS OF INTERNAL CONTROL AND READINESS OF INFORMATION TECHNOLOGY ADAPTATION IN COOPERATIVES USING COBIT 5 FRAMEWORK
Tanti Widia Nurdiani;
Pandu Adi Cakranegara;
Stefani Lily Indarto;
Vany Terisia;
Muhammad Ilham Pakawaru
Jurnal Ekonomi Vol. 11 No. 03 (2022): Jurnal Ekonomi, 2022 Periode Desember
Publisher : SEAN Institute
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Every organization must have a strong ambition to develop the application of information technology (IT) since IT application considerably assists the business processes of a company. Obviously, prior to undertaking the development of IT implementation, it is required to evaluate the company's preparedness and maturity in implementing IT-based infrastructure, human resource management, and processes. Using the Control Objectives for Information and Related Technology (COBIT 5) framework to evaluate the maturity level of IT cooperatives. The results indicated that the Maturity level value of the APO Domain from eight questions was 3.18, which is at level 3 (Defined), namely that in order to optimize the use of IT, the cooperative can make efforts to increase it, such as developing the quality of human resources in the company, building an organizational structure for IT management, procuring IT equipment based on company needs, and developing the use of IT on a regular basis. Administrative management that still relies on the Excel application must be enhanced by introducing a computerized system that makes data management simpler for cooperatives
IMPLEMENTASI SISTEM PAKAR DIAGNOSA PENYAKIT MULUT PADA KUCING DENGAN METODE CERTAINTY FACTOR
Vany Teresia;
Fahrul Razi;
Muhajir Syamsu
JOURNAL OF SCIENCE AND SOCIAL RESEARCH Vol 6, No 2 (2023): June 2023
Publisher : Smart Education
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DOI: 10.54314/jssr.v6i2.1323
Abstract: The development of science, especially in the field of information technology, is growing and almost all fields use computers as a supporting tool for searching or producing information. Artificial intelligence or Artificial Intelligence (AI) can make computers do things that are done like humans. In making decisions, humans can become a computer to make decisions. . Cats cannot be separated from viruses and diseases that attack them. For this reason, owners must diligently research the development of the cat's condition so that if they are attacked by a disease or attacked by a virus, it can be recognized as early as possible, many carers do not realize that the cat they have has a disease. Certainty factor is a method that defines a measure of certainty against facts or rules to describe an expert's belief in the problem at hand. The purpose of this research is to find out whether the system that has been created is able to replace experts and help cat lovers find out more quickly what diseases are attacking their pets.Keywords: expert system; cat mouth disease; certainty factor Abstrak: Perkembangan ilmu pengetahuan terutama dibidang teknologi informasi, semakin berkembang dan hampir semua bidang menggunakan perangkat komputer, sebagai alat pendukung untuk mencari atau menghasilkan informasi. Kecerdasan buatan atau Artificial, Intelligence (AI) dapat membuat komputer melakukan hal-hal yang dilakukan layaknya seperti manusia. Dalam mengambilan keputusan manusia dapat menjadi komputer sebagai menetapkan keputusan Kucing adalah salah satu hewan yang populer dikalangan masyarakat dari berbagai kalangan dan usia, karena melihat dari bentuk fisiknya yang lucu dan tingkah yang menggemaskan merupakan salah satu alasan yang membuat banyak orang menyukai hewan peliharaan yang satu ini. Kucing tidak lepas dari virus dan penyakit yang menyerangnya. Untuk itu, pemilik harus rajin meneliti perkembangan kondisi kucing agar jika terserang suatu penyakit atau diserang virus dapat segera di kenali sedini mungkin, banyak pemelihara yang tidak menyadari bahwa kucing yang mereka miliki mengidap suatu penyakit. Certainty factor merupakan metode yang mendefinisikan ukuran kepastian terhadap fakta atau aturan untuk menggambarkan keyakinan seorang pakar terhadap masalah yang sedang dihadapi. Tujuan dari penelitian ini adalah mengetahui apakah sistem yang telah dibuat ini mampu menggantikan para pakar dan membantu para pecinta kucing bisa lebih cepat mengetahui penyakit apa yang menyerang hewan peliharaannya.Kata kunci: sistem pakar; penyakit mulut kucing; faktor kepastian
Diagnosa Penyakit Abses Gigi Dengan Menggunakan Metode Certainty Factor
Vany Teresia;
Fahrul Razi
Jurnal SAINTIKOM (Jurnal Sains Manajemen Informatika dan Komputer) Vol 22, No 2 (2023): Agustus 2023
Publisher : PRPM STMIK TRIGUNA DHARMA
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DOI: 10.53513/jis.v22i2.8690
Kesehatan memiliki nilai yang sangat berharga, oleh karena itu penting untuk memiliki kesadaran dalam menjaga kesehatan, termasuk kesehatan gigi. Namun, banyak masyarakat Indonesia yang tidak menganggap serius anjuran untuk memeriksa gigi setiap enam bulan sekali, mungkin karena mereka lebih memprioritaskan kesehatan organ tubuh lainnya. Sistem pakar digunakan dalam berbagai bidang, seperti pendidikan, industri, dan kesehatan. Abses gigi umumnya disebabkan oleh infeksi bakteri. Ketika bakteri tidak dibersihkan dengan baik, mereka dapat membentuk plak pada permukaan gigi. Plak yang menempel pada gigi dapat menyebabkan kerusakan pada gigi, termasuk terjadinya abses gigi. Certainty Factor (CF) adalah metode yang digunakan dalam sistem pakar untuk mengukur tingkat keyakinan terhadap suatu fakta atau hipotesis. Adapun tujuan yang di harapkan adalah dapat membantu masyarakat dalam mendapatkan informasi mengenai penyakit pada gigi sehingga penderita bisa cepat mengatasi penyakit yang menyerang dan dapat di cegah secepat mungkin.Kata Kunci : sistem pakar, penyakit, faktor kepastian, abses gigi
Comparison of EfficientNet B5-B6 for Detection of 29 Diseases of Fruit Plants
Vany Terisia;
Widi Hastomo;
Adhitio Satyo Bayangkari Karno;
Ellya Sestri;
Diana Yusuf;
Shevty Arbekti Arman;
Nada Kamilia
Sainteks Vol 20, No 2 (2023): Oktober
Publisher : Lembaga Penelitian dan Pengabdian Masyarakat (LPPM)
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DOI: 10.30595/sainteks.v20i2.18691
In initiatives to meet food needs and enhance the wellbeing of farmers and society at large, crop production performance is essential. For early attempts to be made for quick handling to prevent crop failure, farmers must be able to readily and quickly receive information in order to detect plant illnesses. In this study, two Convolutional Neural Network (CNN) architectures namely, EfficientNet versions B5 and B6 are used to develop a classification model for plant disease using Deep Learning (DL). The 66,556 visuals in the dataset, which is from Kaggle.com, are used. To create a model, the training method uses 57,067 images data and 3,170 image data for validation. The EfficientNet architecture versions B5 and B6 received very good accuracy scores for the total test results, namely 0.9905 and 0.9927. The model testing phase was carried out through testing phases utilising 3.171 images data. Future analysis can compare CNN architectures and try it with different datasets.
Rekomendasi Karyawan Tetap Menggunakan Metode Weighted Product (WP) pada PT. KB Multifinance
Vany Terisia;
Shevti Arbekti Arman;
Muhajir Syamsu
Jurnal Teknologi Sistem Informasi dan Sistem Komputer TGD Vol. 7 No. 1 (2024): J-SISKO TECH EDISI JANUARI
Publisher : STMIK Triguna Dharma
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DOI: 10.53513/jsk.v7i1.9518
Sumber Daya Manusia (SDM) memegang peranan krusial dalam mencapai tujuan perusahaan, karena kualitasnya sangat memengaruhi produktivitas dan kinerja organisasi. Potensi pegawai tercermin dalam pencapaian kerja, membandingkan hasil kerja dengan standar yang ditetapkan. Proses pemilihan calon karyawan tetap di PT. KB Multifinance, perusahaan pembiayaan multiguna, melibatkan evaluasi tahunan dengan tiga hasil rekomendasi: diangkat sebagai karyawan tetap, dikontrak kembali, atau diberhentikan. Penilaian kualitas karyawan tetap dilakukan berdasarkan Pencapaian Sasaran Kerja (KPI), Kompetensi Kerja, dan Kompetensi Perilaku (Behavioral Competencies). Namun, metode perhitungan matematis biasa yang digunakan saat ini menimbulkan kompleksitas dan memerlukan peningkatan efisiensi. Oleh karena itu, penelitian ini memfokuskan pada pembangunan sistem pendukung keputusan dengan menerapkan metode Weighted Product (WP). Metode ini menggunakan perkalian untuk menghubungkan nilai kriteria, dengan pembobotan pada setiap kriteria yang dipangkatkan. Tujuannya adalah meningkatkan objektivitas dan efektivitas dalam penilaian calon karyawan tetap di PT. KB Multifinance. Kesimpulan penelitian menunjukkan pengembangan sistem WP untuk identifikasi calon karyawan tetap dan hasil partisipasi calon yang dihitung secara efektif melalui langkah operasional sistem, mengurangi ketergantungan pada perkiraan subjektif.
Aplikasi Sistem Pakar Dengan Metode Forward Chaining Dan Certainty Factor Untuk Mendeteksi Penyakit Ayam
Terisia, Vany;
Yusuf, Diana
Jurnal Sistem Informasi (JUSIN) Vol 1 No 1 (2020): Jurnal Sistem Informasi
Publisher : ITB Ahmad Dahlan Jakarta
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DOI: 10.32546/jusin.v1i1.853
The development of computer technology now is really fast. The computer is not only used as a tool to complete the work of humans but can also run applications designed to access information quickly. Application of expert system application is moved to a computer expert knowledge. So the computer could also resolve the problem as usual is done by specialists. Expert system has been widely developed in various fields, including the field of animal husbandry. Chicken breeders usually get the chicken disease information from the livestock extension officers. But sometimes often constrained because the number of extension officers of the cattle that are not evenly distributed in each area. Therefore, the breeder can access information about diseases of chicken with the help of the method of Forward Chaining and Certainty Factor into the making of the application. The resulting application is an expert system for detecting diseases of chickens that could be used to assist farmers in obtaining information about the disease of chickens and handling solutions.
Implementasi Algoritma Backpropagation Untuk Memprediksi Harga Jual Rumah Berdasarkan Harga Bahan Baku
Ningsih, Silvia;
Terisia, Vany
Jurnal Sistem Informasi (JUSIN) Vol 1 No 1 (2020): Jurnal Sistem Informasi
Publisher : ITB Ahmad Dahlan Jakarta
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DOI: 10.32546/jusin.v1i1.856
Housing developers often find it difficult to determine the selling price of the house. One of the main factors to determine the selling price of the house. One of the main factors to determine the selling price of the homes is information regarding the use of raw material prices. Companies need information in prices of row material price fluctuations, air, causing the company is difficult to predict the selling price of the house next period. Forecasting methods used in this system is backpropagation neural network method that refers to a component of time series data forecasting random or random variance with the initial process for determining autocorrelation input variables. This propagation method is proven to predict the selling price of the house.
Implementasi Sistem Pakar Menggunakan Metode Forward Chaining Untuk Mendiagnosa Penyakit Rahim
Yusuf, Diana;
Terisia, Vany
Jurnal Sistem Informasi (JUSIN) Vol 2 No 2 (2021): Jurnal Sistem Informasi
Publisher : ITB Ahmad Dahlan Jakarta
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DOI: 10.32546/jusin.v2i2.1497
The problem at the present time, especially in the field of health is part obstetrics uterine disease that causes high mortality rates in women , not only in the country of Indonesia is also the world . This happens due to the high number of deaths of women who develop uterine disease . Lack of information and knowledge on diseases of the uterus also cause new problems to the high rate of mortality. The public does not know the symptoms and attack patterns of uterine disease is due to a lack of information about the disease of the uterus. Application of expert system is a computer -based expert system that uses facts and reasoning techniques to solve problems that typically can only be solved by an expert or a doctor . The application of expert systems produce the output of an application program that can be used to diagnose diseases of the uterus in women based on facts or symptoms experienced by users. The method used is forward chaining. Testing the system with forward chaining method begins with questions about the facts or the symptoms experienced user, then the resulting conclusions based on the results of the analysis system .
Sistem Pakar Pengendalian Pemberian Kredit Kendaraan Bermotor Menggunakan Metode Forward Chaining
Terisia, Vany;
Yusuf, Diana;
Arman, Shevty Arbekti
Jurnal Sistem Informasi (JUSIN) Vol 2 No 2 (2021): Jurnal Sistem Informasi
Publisher : ITB Ahmad Dahlan Jakarta
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DOI: 10.32546/jusin.v2i2.1498
Artificial intelligence is the goal of computer utilization. Artificial intelligence is often referred to as artificial intelligence. Artificial intelligence is a branch of computer science. Artificial intelligence can help humans make decisions, which can find more accurate information in other words making computers easier to use with natural displays to make it easy to understand. Basically, the credit application system aims to provide the right convenience and service according to customer needs, and also provides a guideline and conditions in the credit application clearly so that customers understand how the procedure in applying for credit. The risks faced by lenders are PT. Kb such as credit arrears or bad credit. Therefore, it takes the accuracy of the internal finance party in conducting analysis. In this case it can be used to study the Expert System with the Forward Chaining method and find solutions to the problems faced to find out whether the actions to be taken by internal parties in processing the provision of motor vehicle loans in accordance with its rules and provisions
Sistem Pakar Diagnosa Penyakit Tetelo Menggunakan Metode Certainty Factor
Terisia, Vany;
Sestri, Ellya;
Raihan, Dendi
Jurnal Sistem Informasi (JUSIN) Vol 3 No 1 (2022): Jurnal Sistem Informasi
Publisher : ITB Ahmad Dahlan Jakarta
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DOI: 10.32546/jusin.v3i1.1646
In today's technological era, computers are not only used as a tool to complete human work but can also run applications designed to access information quickly. Expert systems are one part of artificial intelligence. An Expert Systems application is an application that transfers expert knowledge to a computer. That way the computer can also solve problems as is usually done by experts. Expert systems have been widely developed in various fields, including the field of animal husbandry. Detection of tetelo disease can use an expert system application. One of them is to detect Tetelo disease. Therefore, breeders can access information about Tetelo disease that is diagnosed with the help of an expert system that uses the Certainty Factor method. The Certainty Factor method serves to determine the degree of certainty of the diagnosis result.