Internet technology can balance entrepreneurs in their efforts to develop their business ventures... more Internet technology can balance entrepreneurs in their efforts to develop their business ventures. Boarding house business. In Indonesia, especially in Madura, educational centers are mushrooming, especially private colleges and universities. This is followed by an increase in the number of houses or special buildings that offer boarding services for students who need them. The purpose of this research is to make a prototype application for finding and ordering boarding houses in Telang to make it easier for boarding house seekers to find information related to boarding houses that match what they want without having to go to the place one by one. As for the boarding house owners help recommend their boarding house. The stages in this study adopt the Waterfall system development method which consists of literature study, problem analysis, requirements modelling, business process modelling, system design and the results of each stage in building a boarding house search system. The re...
Peramalan sangat penting pada data time series, yang diperlukan dalam proses pengambilan keputusa... more Peramalan sangat penting pada data time series, yang diperlukan dalam proses pengambilan keputusan. Penelitian ini memprediksi jumlah demam berdarah sebagai output variabel terikat (Y) dan faktor keterangan kondisi pasien parah (X1) dan kondisi ringan X2 sebagai variabel bebas. Peramalan time series menggunakan fuzzy untuk menjelaskan data dalam bentuk nilai-nilai lingusitik. Regresi fuzzy digunakan untuk memperbaiki adanya error dalam permodelan klasik. Hasil peramalan konvensional terdapat perbedaan antara nilai yang diamati dan nilai yang diestimasi yang dikenal error, tetapi dalam regresi fuzzy dikenal sebagai kerancuan (ambiguity) sistem. Penelitian ini menggunakan metode Fuzzy Linear Regression (FLR) untuk memodelkan peramalan jumlah penyakit demam berdarah. Penelitian ini bertujuan untuk menghasilkan parameter berupa interval (upper bound dan lower bound) pada hasil ramalan, yang dapat digunakan dalam pengambilan keputusan pada segala kemungkinan terbaik maupun terburuk. Hasi...
Obat merupakan salah satu kebutuhan paling penting pada sebuah rumah sakit. Kesehatan pasien pada... more Obat merupakan salah satu kebutuhan paling penting pada sebuah rumah sakit. Kesehatan pasien pada suatu rumah sakit tergantung pada ketersediaan obat terutama bagi pasien yang rawat inap dan dalam kondisi yang menghawatirkan. Oleh karena itu pihak rumah sakit harus menyediakan obat dalam jumlah yang cukup bagi pasiennya. RSUD Syarifah Ambami Rato Ebu adalah salah satu Rumah sakit umum daerah yang mulai berkembang, instalasi farmasi merupakan salah satu instalasi yang mengalami kesulitan untuk menentukan stok obat pada periode selanjutnya.dalam penelitian ini akan dibahas bagaimana membangun sistem peramalan stok obat. Dalam proses peramalan stok obat harus mengetahui nilai penjualannya terlebih dahulu sehingga dapat diketahui banyaknya stok pada periode berikutnya. Metode peramalan yang digunakan dalam sistem ini adalah Exponential Smoothing yang mengacu pada komponen peramalan data deret waktu variansi acak dengan proses autokorelasi untuk penentuan variabel inputnya. Hasil dari pe...
The level of student achievement is a benchmark of the quality assessment of a school. This stude... more The level of student achievement is a benchmark of the quality assessment of a school. This student's assessment is based on the national final exam scores every year. When the national exam score increases, it will affect the number of students who will enroll in a school. It affects the number of classes to be opened in the registration of new student candidates. This study aims to predict student achievement based on the value of subjects that become the focus on the final national examination. One method of forecasting in the Artificial Neural Network (ANN) is the Extreme Learning Machine (ELM). The working principle in this method is basically the same as ANN method in general. Namely, there are input layer, hidden layer and output layer. By randomly assigning the input parameters, the ELM generates good generalization performance. By using 20-20-1 network architecture, this research has a result in a small RMSE value of 0.314.
Communications in Mathematical Biology and Neuroscience, 2021
Sugar is a strategic commodity, because it is one of the basic needs consumed by the community. T... more Sugar is a strategic commodity, because it is one of the basic needs consumed by the community. The decline in sugar production causes turmoil both economically and politically. So companies must be able to balance sugar production in accordance with market demand. Because, if the sugar production exceeds market demand, it will cause accumulation and expenditure costs that exceed the limit. Conversely, if the sugar production is too little, then the company is unable to meet demand. This study was comparing the Single Exponential Smoothing method and the Backpropagation method in predicting the amount of sugar production. The data used was based on production in 2013-2017, with predictions every month starting in the fifth month. The alpha parameter in Single Exponential Smoothing was 0.84, while in Backpropagation used 5 input nodes and 5 hidden layer nodes. From the results of tests that have been carried out, it can be seen that the Backpropagation method produces the smallest MS...
Communications in Mathematical Biology and Neuroscience (CMBN) 2021 ID 49, 2021
Rice is a cultivated plant that is very important for human life because it produces rice in maki... more Rice is a cultivated plant that is very important for human life because it produces rice in making rice. The need for food always increases this is due to the increasing human population. Therefore, rice cultivation must be maximized. Agricultural land used to grow rice greatly affects the production produced. Different characteristics in
Journal of Physics: Conference Series https://iopscience.iop.org/issue/1742-6596/1899/1, 2021
Thesis topic is an inseparable part in the world of tertiary education. Determining the thesis to... more Thesis topic is an inseparable part in the world of tertiary education. Determining the thesis topic becomes a problem for students. The determination of the thesis topic leads to the trend of the topic in the development of computer science. The determination of the topic of thesis for students often ignores their ability to process. Ideally in determining the topic of the thesis, the record of student grades can be an important variable in deciding topics for students, where the student's grade record is contained in the transcript. Therefore, this study uses the Support Vector Machine (SVM) method in recommending thesis topics by classifying selected subject groups that have been taken by students. The Support Vector Machine method is a classification method of supervision because it requires testing data and training data as a training process at the time of prediction. Support Vector Machine provides an optimal model, which provides a solution with a maximum margin to deter...
Journal of Physics: Conference Series 1477 (2020) 052057, 2020
Abstract. Salt is one of Indonesia's major commodities. However, the quality of industrial sa... more Abstract. Salt is one of Indonesia's major commodities. However, the quality of industrial salt in Indonesia is still an obstacle, so the need for industrial salt still relies on imported salt, especially from Australia. Quality improvement is done through purification using the recrystallization method. The use of a method that is still simple results in the salt being produced still has an as-is quality. Quality is shown from the appearance of salt physically and chemically. Good salt is shown by the crystal form which is smooth and has clear white color. Therefore, good knowledge of salt quality must be known early, in addition to being able to meet the Indonesian National Standard (SNI),in this way salt farmers will more easily improve the quality of salt produced and can differentiate salt designation based on its quality category. This study takes the theme of how to make decisions to determine the quality of salt, so that a decision support system will be built to assist ...
Journal of Physics: Conference Series 1477 (2020) 022019, 2020, 2020
The fastest route search is a problem to find routes having a relatively small or empty number of... more The fastest route search is a problem to find routes having a relatively small or empty number of congestion or density so that the required travel time is faster to get to a location. One of them is the route to the tourist attraction in Jember regency, East Java has many relatively solid lines. Some researchers have done a lot of research on finding the shortest path using Ant Colony System (ACS) method. However, the ACS method has a weakness, where more ants pass through a path, the clearer the footprint but the volume of ants passing through the path is also longer. Therefore in this research use ant adaptive on ACS method to find the fastest path to the tourist location in Jember Regency. Due to the increasing number of densities, it takes longer to get to the food source. In this study, ant adaptive for ACS method is used to determine the optimal number of ants in searching for the fastest path to the tourist attraction in Jember District, East Java. Various trials are done to...
ABSTRAK Informasi memiliki arti yang sangat penting dalam era globalisasi seperti saat ini. Kesuk... more ABSTRAK Informasi memiliki arti yang sangat penting dalam era globalisasi seperti saat ini. Kesuksesan seseorang bahkan ditentukan dari kemampuannya mengakses dan mengolah informasi. Alat untuk mengakses informasipun dibuat sesimple dan sepraktis mungkin. Para penyedia layanan provider bersaing untuk memberikan layanan terbaik dalam bidang pengaksesan informasi. Hal terpenting bagi perusahaan provider adalah mengetahui prediksi kerusakan kartu sim per tahun guna mempersiapkan kartu pengganti bagi setiap laporan yang akan diajukan pelanggan. Kepuasan pelanggan merupakan tolak ukur penting dari quality of service sebuah perusahaan. Fungsi yang diimplementasikan dalam metoda ini merupakan representasi dari pengaruh pergerakan data pengguna masa lampau dan pengaruh kondisi saat ini. Metode ELM parameter input dipilih secara random, hingga menghasilkan good generalization performance karena tiap parameter bobot input dan hidden bias saling berhubungan dengan layer lainnya. ABSTRACT Infor...
Community Health Centers (Puskesmas) are health service institutions that provide individual heal... more Community Health Centers (Puskesmas) are health service institutions that provide individual health services for outpatient, inpatient and emergency care services. In the outpatient service, there are several polyclinics, including the polyclinic of Ear, Nose, and Throat (ENT), Eyes, Dentistry, Children, and internal disease. Dental Poli is a form of dental and oral health services which is directed to the community. At this moment, the management team in dental poli often has difficulties when they do the preparation and planning to serve a number of patients. It is because the dental poli does not have the appropriate workers with the right qualification. The purpose of this study is to make the system of forecasting the patient's visit to predict how many patients will come; so that the resources that have been provided will be in accordance with the needs of the Puskesmas. In the ELM method, input and bias weights are initially determined randomly to obtain final weights usi...
Internet technology can balance entrepreneurs in their efforts to develop their business ventures... more Internet technology can balance entrepreneurs in their efforts to develop their business ventures. Boarding house business. In Indonesia, especially in Madura, educational centers are mushrooming, especially private colleges and universities. This is followed by an increase in the number of houses or special buildings that offer boarding services for students who need them. The purpose of this research is to make a prototype application for finding and ordering boarding houses in Telang to make it easier for boarding house seekers to find information related to boarding houses that match what they want without having to go to the place one by one. As for the boarding house owners help recommend their boarding house. The stages in this study adopt the Waterfall system development method which consists of literature study, problem analysis, requirements modelling, business process modelling, system design and the results of each stage in building a boarding house search system. The re...
Peramalan sangat penting pada data time series, yang diperlukan dalam proses pengambilan keputusa... more Peramalan sangat penting pada data time series, yang diperlukan dalam proses pengambilan keputusan. Penelitian ini memprediksi jumlah demam berdarah sebagai output variabel terikat (Y) dan faktor keterangan kondisi pasien parah (X1) dan kondisi ringan X2 sebagai variabel bebas. Peramalan time series menggunakan fuzzy untuk menjelaskan data dalam bentuk nilai-nilai lingusitik. Regresi fuzzy digunakan untuk memperbaiki adanya error dalam permodelan klasik. Hasil peramalan konvensional terdapat perbedaan antara nilai yang diamati dan nilai yang diestimasi yang dikenal error, tetapi dalam regresi fuzzy dikenal sebagai kerancuan (ambiguity) sistem. Penelitian ini menggunakan metode Fuzzy Linear Regression (FLR) untuk memodelkan peramalan jumlah penyakit demam berdarah. Penelitian ini bertujuan untuk menghasilkan parameter berupa interval (upper bound dan lower bound) pada hasil ramalan, yang dapat digunakan dalam pengambilan keputusan pada segala kemungkinan terbaik maupun terburuk. Hasi...
Obat merupakan salah satu kebutuhan paling penting pada sebuah rumah sakit. Kesehatan pasien pada... more Obat merupakan salah satu kebutuhan paling penting pada sebuah rumah sakit. Kesehatan pasien pada suatu rumah sakit tergantung pada ketersediaan obat terutama bagi pasien yang rawat inap dan dalam kondisi yang menghawatirkan. Oleh karena itu pihak rumah sakit harus menyediakan obat dalam jumlah yang cukup bagi pasiennya. RSUD Syarifah Ambami Rato Ebu adalah salah satu Rumah sakit umum daerah yang mulai berkembang, instalasi farmasi merupakan salah satu instalasi yang mengalami kesulitan untuk menentukan stok obat pada periode selanjutnya.dalam penelitian ini akan dibahas bagaimana membangun sistem peramalan stok obat. Dalam proses peramalan stok obat harus mengetahui nilai penjualannya terlebih dahulu sehingga dapat diketahui banyaknya stok pada periode berikutnya. Metode peramalan yang digunakan dalam sistem ini adalah Exponential Smoothing yang mengacu pada komponen peramalan data deret waktu variansi acak dengan proses autokorelasi untuk penentuan variabel inputnya. Hasil dari pe...
The level of student achievement is a benchmark of the quality assessment of a school. This stude... more The level of student achievement is a benchmark of the quality assessment of a school. This student's assessment is based on the national final exam scores every year. When the national exam score increases, it will affect the number of students who will enroll in a school. It affects the number of classes to be opened in the registration of new student candidates. This study aims to predict student achievement based on the value of subjects that become the focus on the final national examination. One method of forecasting in the Artificial Neural Network (ANN) is the Extreme Learning Machine (ELM). The working principle in this method is basically the same as ANN method in general. Namely, there are input layer, hidden layer and output layer. By randomly assigning the input parameters, the ELM generates good generalization performance. By using 20-20-1 network architecture, this research has a result in a small RMSE value of 0.314.
Communications in Mathematical Biology and Neuroscience, 2021
Sugar is a strategic commodity, because it is one of the basic needs consumed by the community. T... more Sugar is a strategic commodity, because it is one of the basic needs consumed by the community. The decline in sugar production causes turmoil both economically and politically. So companies must be able to balance sugar production in accordance with market demand. Because, if the sugar production exceeds market demand, it will cause accumulation and expenditure costs that exceed the limit. Conversely, if the sugar production is too little, then the company is unable to meet demand. This study was comparing the Single Exponential Smoothing method and the Backpropagation method in predicting the amount of sugar production. The data used was based on production in 2013-2017, with predictions every month starting in the fifth month. The alpha parameter in Single Exponential Smoothing was 0.84, while in Backpropagation used 5 input nodes and 5 hidden layer nodes. From the results of tests that have been carried out, it can be seen that the Backpropagation method produces the smallest MS...
Communications in Mathematical Biology and Neuroscience (CMBN) 2021 ID 49, 2021
Rice is a cultivated plant that is very important for human life because it produces rice in maki... more Rice is a cultivated plant that is very important for human life because it produces rice in making rice. The need for food always increases this is due to the increasing human population. Therefore, rice cultivation must be maximized. Agricultural land used to grow rice greatly affects the production produced. Different characteristics in
Journal of Physics: Conference Series https://iopscience.iop.org/issue/1742-6596/1899/1, 2021
Thesis topic is an inseparable part in the world of tertiary education. Determining the thesis to... more Thesis topic is an inseparable part in the world of tertiary education. Determining the thesis topic becomes a problem for students. The determination of the thesis topic leads to the trend of the topic in the development of computer science. The determination of the topic of thesis for students often ignores their ability to process. Ideally in determining the topic of the thesis, the record of student grades can be an important variable in deciding topics for students, where the student's grade record is contained in the transcript. Therefore, this study uses the Support Vector Machine (SVM) method in recommending thesis topics by classifying selected subject groups that have been taken by students. The Support Vector Machine method is a classification method of supervision because it requires testing data and training data as a training process at the time of prediction. Support Vector Machine provides an optimal model, which provides a solution with a maximum margin to deter...
Journal of Physics: Conference Series 1477 (2020) 052057, 2020
Abstract. Salt is one of Indonesia's major commodities. However, the quality of industrial sa... more Abstract. Salt is one of Indonesia's major commodities. However, the quality of industrial salt in Indonesia is still an obstacle, so the need for industrial salt still relies on imported salt, especially from Australia. Quality improvement is done through purification using the recrystallization method. The use of a method that is still simple results in the salt being produced still has an as-is quality. Quality is shown from the appearance of salt physically and chemically. Good salt is shown by the crystal form which is smooth and has clear white color. Therefore, good knowledge of salt quality must be known early, in addition to being able to meet the Indonesian National Standard (SNI),in this way salt farmers will more easily improve the quality of salt produced and can differentiate salt designation based on its quality category. This study takes the theme of how to make decisions to determine the quality of salt, so that a decision support system will be built to assist ...
Journal of Physics: Conference Series 1477 (2020) 022019, 2020, 2020
The fastest route search is a problem to find routes having a relatively small or empty number of... more The fastest route search is a problem to find routes having a relatively small or empty number of congestion or density so that the required travel time is faster to get to a location. One of them is the route to the tourist attraction in Jember regency, East Java has many relatively solid lines. Some researchers have done a lot of research on finding the shortest path using Ant Colony System (ACS) method. However, the ACS method has a weakness, where more ants pass through a path, the clearer the footprint but the volume of ants passing through the path is also longer. Therefore in this research use ant adaptive on ACS method to find the fastest path to the tourist location in Jember Regency. Due to the increasing number of densities, it takes longer to get to the food source. In this study, ant adaptive for ACS method is used to determine the optimal number of ants in searching for the fastest path to the tourist attraction in Jember District, East Java. Various trials are done to...
ABSTRAK Informasi memiliki arti yang sangat penting dalam era globalisasi seperti saat ini. Kesuk... more ABSTRAK Informasi memiliki arti yang sangat penting dalam era globalisasi seperti saat ini. Kesuksesan seseorang bahkan ditentukan dari kemampuannya mengakses dan mengolah informasi. Alat untuk mengakses informasipun dibuat sesimple dan sepraktis mungkin. Para penyedia layanan provider bersaing untuk memberikan layanan terbaik dalam bidang pengaksesan informasi. Hal terpenting bagi perusahaan provider adalah mengetahui prediksi kerusakan kartu sim per tahun guna mempersiapkan kartu pengganti bagi setiap laporan yang akan diajukan pelanggan. Kepuasan pelanggan merupakan tolak ukur penting dari quality of service sebuah perusahaan. Fungsi yang diimplementasikan dalam metoda ini merupakan representasi dari pengaruh pergerakan data pengguna masa lampau dan pengaruh kondisi saat ini. Metode ELM parameter input dipilih secara random, hingga menghasilkan good generalization performance karena tiap parameter bobot input dan hidden bias saling berhubungan dengan layer lainnya. ABSTRACT Infor...
Community Health Centers (Puskesmas) are health service institutions that provide individual heal... more Community Health Centers (Puskesmas) are health service institutions that provide individual health services for outpatient, inpatient and emergency care services. In the outpatient service, there are several polyclinics, including the polyclinic of Ear, Nose, and Throat (ENT), Eyes, Dentistry, Children, and internal disease. Dental Poli is a form of dental and oral health services which is directed to the community. At this moment, the management team in dental poli often has difficulties when they do the preparation and planning to serve a number of patients. It is because the dental poli does not have the appropriate workers with the right qualification. The purpose of this study is to make the system of forecasting the patient's visit to predict how many patients will come; so that the resources that have been provided will be in accordance with the needs of the Puskesmas. In the ELM method, input and bias weights are initially determined randomly to obtain final weights usi...
Uploads
Papers by eka mala Sari