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ALGORITMA PROPAGASI BALIK DALAM PENCARIAN POLA TRAINING TERBAIK UNTUK MENENTUKAN PREDIKSI PRODUKSI USAHA SONGKET SILUNGKANG DENGAN MENGGUNAKAN MATLAB Gema, Rima Liana; Kartika, Devia
KOMIK (Konferensi Nasional Teknologi Informasi dan Komputer) Vol 2, No 1 (2018): Peranan Teknologi dan Informasi Terhadap Peningkatan Sumber Daya Manusia di Era
Publisher : STMIK Budi Darma

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (23.348 KB) | DOI: 10.30865/komik.v2i1.908

Abstract

One method used in Artificial Neural Networks is a backpropagation algorithm that is widely used in predicting and pattern recognition. Songket is one of the works of skilled hands of the original Silungkang craftsmen, Sawahlunto City, West Sumatra who have varied and unique patterns and motifs. This study uses a back propagation algorithm to find the best training pattern to facilitate the determination of the production prediction of Silungkang songket business using the Matlab application. The best training patterns obtained are expected to be used in data processing at the testing stage in order to obtain predictions for the production of songket business for the future. Keywords: production, songket, back propagation.
ANALISA SISTEM INFORMASI PEMLIHARAAN PRASARANA JALAN DAN JEMBATAN DINAS PEKERJAAN UMUM (PU) Yenila, Firna; Pratiwi, Mutiana; Kartika, Devia; Gema, Rima Liana; Efendi, Gustiawan
Jurnal Teknologi Vol 9 No 1 (2019): Jurnal Teknologi
Publisher : LPPM UPI YPTK PADANG

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (476.642 KB)

Abstract

Telah dilakukan penelitian pada Kantor Dinas Pekerjaan Umum (PU) Kabupaten Pasaman Barat dimana permasalahan yang dijadikan sebagai dasar dalam penelitian ini yaitu penyajian informasi Mengenai prasarana Jalan Dan jembatan secara cepat dan tepat. Dengan proses observasi secara langsung kelapangan telah mendapatkan kelemahan sistem yang sedang berjalan. Walaupun tidak secara keseluruhan namun lebih mengarah pada masalah spesifik, tetapi diharapkan dapat membantu permasalahan dalam penyajian informasi prasarana jalan dan jembatan. Penulis merancang sistem informasi dalam pemeliharaan jalan dan jembatan karena dengan sistem informasi ini akan lebih cepat, tepat dan akurat dalam penyajian informasi kepada pihak-pihak berkepentingan dalam Dinas Pekerjaan Umum (PU) Kabupaten Pasaman Barat.
PROPAGASI BALIK MENENTUKAN PREDIKSI PRODUKSI USAHA SONGKET SILUNGKANG KOTA SAWAHLUNTO Rima Liana Gema; Devia Kartika
Computer Based Information System Journal Vol. 6 No. 2 (2018): CBIS Journal
Publisher : Universitas Putera Batam

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (882.219 KB) | DOI: 10.33884/cbis.v6i2.698

Abstract

Artificial Neural Networks is a computational paradigm in which the way it works mimics the biological nerve cell system based on the characteristics of the function of the human brain. One method used in Artificial Neural Networks is a backpropagation algorithm that is widely used, especially in dealing with the problem of identification, prediction, recognition of complex patterns because this method is able to predict what will happen in the future based on patterns that existed in the past. Songket is one of the works of skilled hands of the original Silungkang craftsmen, Sawahlunto City, West Sumatra who have varied and unique patterns and motifs. Sawahlunto City Government, West Sumatra prioritizes the development of Silungkang songket craft business, which is a regional specialty, to enter the export market. At the initial stage, the regional government's priority is to increase the production of crafters by facilitating the development of micro, small and medium enterprises (MSMEs), especially those engaged in songket, to continue to be developed by improving quality and creativity. The city of Sawahlunto can help several parties such as the government, micro, small and medium enterprises in making good handling and decision making efforts to increase the production of Songket Silungkang MSMEs in Sawahlunto City.
ANALISA SIMULASI MONTE CARLO DALAM MENENTUKAN PENDAPATAN PENJUALAN KERIPIK MACO BADARAI ISTIQOMAH PADANG SUMATERA BARAT Muhammad Hafizh; Rima Liana Gema
JOISIE (Journal Of Information Systems And Informatics Engineering) Vol 3 No 2 (2019)
Publisher : Institut Bisnis dan Teknologi Pelita Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (473.057 KB) | DOI: 10.35145/joisie.v3i2.471

Abstract

Desain sistem ini menentukan jumlah penjualan barang-barang dengan menggunakan metode monte carlo di industri rumahan Istiqomah bertujuan untuk memprediksi penjualan setiap produk untuk bulan berikutnya dan mencari pendapatan kotor di setiap barang yang dijual. Sistem dirancang untuk memprediksi barang dan mencari keuntungan kotor di setiap jenis barang di toko yang dibuat menggunakan PHP dan MySQL sebagai databasenya. Dengan sistem ini dapat digunakan oleh industri rumahan untuk mensimulasikan penjualan barang di toko, dan dapat memudahkan pemilik industri rumahan untuk mendapatkan informasi tentang kemungkinan yang akan terjadi pada penjualan produk keripik maco.
Peramalam Garis Kemiskinan menggunakan Metode Double Moving Average di Provinsi Sumatera Barat Nugraha Rahmansyah; Shary Armonitha Lusinia; Rima Liana Gema; Silky Safira
Majalah Ilmiah UPI YPTK Vol. 28 (2021) No. 1
Publisher : Universitas Putra Indonesia YPTK Padang

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.35134/jmi.v28i1.68

Abstract

Forecasting methods can predict the values ​​of a variable based on the known value of that variable or other related variables. In the quantitative category forecasting method, especially the time series model, several smoothing methods are known, namely average and exponential smoothing. A trended series is defined as a time series that contains a long-term component that represents growth or decline in the series, and whose average value changes up or down over a period of time. The average method is that a number of values ​​that are given an equivalent weight (or smoothed) are included in the calculation of the average. A double moving average, also known as a linear moving average, is designed for time series data with a trending pattern or a linear trend. The time series data used is poverty line data by area of ​​residence in West Sumatra based on the ability to meet basic needs (basic needs approach). With this approach, poverty is seen as an economic inability to meet basic food and non-food needs as measured from the expenditure side. So the poor are people who have an average monthly per capita expenditure below the poverty line. So that the double moving average time series method is used. This study aims to determine the monthly per capita public expenditure forecast in West Sumatra.
Identifying Severe Malnutrition in Children with an Expert System Devia Kartika; Rima Liana Gema; Mutiana Pratiwi
Journal of Computer Scine and Information Technology Volume 7 Issue 2 (2021): JCSITech
Publisher : Universitas Putra Indonesia YPTK Padang

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.35134/jcsitech.v7i2.3

Abstract

Expert system is a computer program which is designed for modelling the ability of problem solving as it is an expert (human expert). The expert system method used is the forward chaining method which is the inference method that is doing logical reasoning from the problem to its solution. The aim of this research is to design and develop an expert system that is able to identify the severe malnutrition on children from the age of 0 - 5 years old. The knowledge is derived from the question askedto a nutrition expert. The data are taken from the questions asked to the user and when all of the questions has been answered, then the goal will be appeared which shows the nutrition status. This system application will enable the user to diagnose the nutrition/disease that affects children and get the solution. This system can be used by any kind of user due to the easy access. This system is also put the important information about the severe malnutrition and the recent news of children’s health so it will add more knowledge for the parents about the importance of severe malnutrition’s prevention.
COMPARATIVE ANALYSIS OF PRODUCTION PREDICTION OF SILUNGKANG SONGKET AND PANDAI SIKEK SONGKET WITH MAMDANI FUZZY INFERENCE SYSTEM (FIS) METHOD Devia Kartika; Rima Liana Gema
Jurnal Ipteks Terapan (Research Of Applied Science And Education ) Vol. 14 No. 3 (2020): Re Publish Issue
Publisher : Lembaga Layanan Pendidikan Tinggi Wilayah X

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (440.241 KB) | DOI: 10.22216/jit.v14i3.106

Abstract

Fuzzy logic is widely applied in various fields, such as industry, communications, etc. Fuzzy logicwas developed to solve an obscure problem. The problem that arises in the production at MSMEsSongket Silungkang and Songket Pandai Sikek at this time is that there is no system used as areference in determining the amount of production in the future. Where this method can utilizedemand and supply data in the past which is then processed with fuzzy stages so as to produceproduction figures. The government has prioritized the development of the Silungkang songkethandicraft business, which is a regional specialty, in order to enter the export market. In the earlystages, the priority of the regional government was to increase the production of craftsmen byfacilitating coaching for micro, small and medium enterprises (MSMEs), especially those engaged insongket crafts, to continue to be developed by increasing quality and creativity. By applying theFuzzy Inference System method in predicting the production of Songket Silungkang KotaSawahlunto and Songket Pandai Sikek Kota Agam can help several parties such as the government,micro, small and medium enterprises in making efforts to handle and make good decisions towardsincreasing the production of Songket MSMEs in each region. and can provide a comparison of thepredicted results of production for the coming period so that it can produce the optimal number ofsongket based on market demand.
GEOGRAPHICAL INFORMATION SYSTEM DESIGN WEB-BASED MAPPING OF HOSPITALS IN PADANG CITY Hari Marfalino; Aulia Fitrul Hadi; Surmayanti Surmayanti; Rima Liana Gema
Jurnal Sains Informatika Terapan Vol. 1 No. 1 (2022): Jurnal Sains Informatika Terapan (Februari, 2022)
Publisher : Riset Sinergi Indonesia (RISINDO)

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (510.017 KB)

Abstract

Along with the rapid development of information technology, which can help the processing and reporting of data, it is very helpful for humans in completing work. Every aspect of life is attached to technology, the system does not have human activities that are separated from the role of technology. Information system is a system within an organization which is a combination of users, facilities, technology, media, procedures and controls aimed at obtaining complex information.The diverse hospitality sector with its uniqueness and supported by facilities and transportation facilities available in tourist areas can provide a very large government income. The Padang City Government has carried out promotions through mass media such as newspapers and pamphlets. However, this method is not enough to inform hospitality widely to local and foreign tourists. The tourists will have difficulty in determining the planning of the selection of lodging. Therefore, through the design and manufacture of a hospitality GIS, it is hoped that it can display an overview of the Padang City hospitality map so that it is more attractive and can be enjoyed by the wider community. Presentation of information in web form will make it easier for the public to access it.Geographic Information System (GIS) technology has developed rapidly. GIS is created using information derived from processing a number of data, namely geographic data or data relating to the position of objects on the earth's surface. GIS technology integrates database-based data processing operations that are commonly used today, such as capturing unique visualizations and the various advantages that geographic analysis can offer through map images. GIS can be presented in the form of a web-based application
Perancangan Sistem Informasi Pemesanan Rendang Telur pada Toko LIM Jl. Adinegoro Lubuk Buaya Padang menggunakan Bahasa Pemrograman PHP dan Database MySql Rahmat; Dhio Saputra; Rima Liana Gema
Jurnal KomtekInfo Vol. 5 No. 1 (2018): Komtekinfo
Publisher : Universitas Putra Indonesia YPTK Padang

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (1126.167 KB) | DOI: 10.35134/komtekinfo.v5i1.9

Abstract

Teknologi Internet telah terbukti menjadi salah satu media informasi yang efektif dan efisien dalam menyebarkan informasi yang dapat diakses oleh siapa saja, kapan saja dan dimana saja. Dengan pesatnya perkembangan aplikasi web sejak munculnya teknologi internet sangat membantu dalam kemudahan dan kecepatan pengiriman, penyampaian dan penerimaan informasi. Selama ini Toko Iim bergerak dibidang pemesanan makanan yaitu rendang telur minangkabau, promosi yang ada masih menggunakan fasilitas kertas, brosur, dan fasilitas lain yang sejenis. Kendala tersebut membuat promosi produk kurang efektif, dan pelanggan yang ingin melihat informasi makanan rendang telur di Toko Iim harus datang langsung ke alamatnya. Oleh karena itu, penulis tertarik untuk merancang sebuah aplikasi berbasis web untuk promosi dan pemesanan rendang telur. Sehingga dapat memenuhi keinginan pengguna informasi yang menginginkan kecepatan waktu.
Employee Scholarship Acceptance By Applying The Mfep Method Rima Liana Gema; Mutiana Pratiwi; Shary Lusinia; Devia Kartika; Ulya Ilhami Arsyah
Jurnal KomtekInfo Vol. 7 No. 2 (2020): Komtekinfo
Publisher : Universitas Putra Indonesia YPTK Padang

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (254.021 KB) | DOI: 10.35134/komtekinfo.v7i2.77

Abstract

The use of computers in people's lives is growing as is the case with companies that provide scholarships for the children of employees who work at the company. The scholarship selection system is still done manually so it is ineffective and inefficient and requires a long time. By using a new system design to assist in data processing of spare part goods, producing a desired system a system is created. In this study the authors used the method of field research, interviews, library research and laboratory research, in conducting analysis using UML (Unified Model Language). The new system will be implemented later to improve the quality of information generated so that these designs can be useful for the company concerned.