Abstract:Abstract: Generating caption image automatically is one of the challenges in computer vision. This field can be very helpful in many ways, for example search engines. Currently there are many image classification algorithms…
hms that we can use to create a caption image model. In this article, we will compare performance between the Resnet50 and InceptionV3 models for text images. We will use 2000 (1800 train & 200 validation) image data and each image has 5 example captions to train the model. After the model is successfully created, we evaluate the model using 100 images and each image has 5 examples of additional captions that are not used in the training and validation process. The result of this research is that the InceptionV3 model is better than Resnet50. BLEU-1 is 0.53, BLEU-2 is 0.35, BLEU-3 is 0.18, BLEU-4 is 0.09, and METEOR is 0.35 for InceptionV3 model. While Resnet50 model has a value of BLEU-1 is 0.51, BLEU-2 is 0.31, BLEU-3 is 0.16, BLEU-4 is 0.06, and METEOR is 0.33.
Keywords: caption image; inceptionv3; LSTM; resnet50
Abstrak: Membuat gambar teks secara otomatis adalah salah satu tantangan dalam computer vision. Bidang ini bisa sangat membantu dalam banyak hal, misalnya mesin pencari. Saat ini banyak sekali algoritma klasifikasi citra yang dapat kita gunakan untuk membuat model teks citra. Pada artikel ini, kami akan membandingkan performa antara model Resnet50 dan InceptionV3 untuk gambar teks. Kami akan menggunakan 2000 (1800 train & 200 validation) data gambar dan setiap gambar memiliki 5 contoh caption untuk melatih model. Setelah model berhasil dibuat, kami mengevaluasi model menggunakan 100 gambar dan setiap gambar memiliki 5 contoh caption tambahan yang tidak digunakan dalam proses training dan validation. Hasil dari penelitian ini adalah model InceptionV3 lebih baik dibandingkan dengan Resnet50. BLEU-1 0.53, BLEU-2 0.35, BLEU-3 0.18, BLEU-4 0.09, dan METEOR 0.35 untuk model InceptionV3. Sedangkan model Resnet50 memiliki nilai BLEU-1 0.51, BLEU-2 0.31, BLEU-3 0.16, BLEU-4 0.06, dan METEOR 0.33.
Kata kunci: caption image; inceptionv3; LSTM; resnet50
Abstract:Abstract: Pests are a major problem for citrus farmers, until now the pests that attack citrus plants vary widely. One of the pests on citrus plants is the trunk beetle where this pest attacks the old leaves on the lower…
branches or branches as a result of which the leaves fall and the young branches die. For this reason, an expert system was designed to identify pests in citrus plants The method used in this research is the certainty factor method. The results based on the symptoms experienced by the citrus plants showed that the pests affected on the citrus plants were Aphids with an expertise level of 0.8 and a percentage of 80% and had a fairly good aquaculture value.
Keywords: citrus plant pest; certainty factor; expert system
Abstrak: Hama merupakan masalah utama bagi para petani jeruk, hingga saat ini hama yang menyerang tanaman jeruk sangat bervariasi. Salah satu hama pada tanaman jeruk adalah kumbang belalai dimana hama ini menyerang daun tua pada ranting atau dahan bagian bawah akibatnya daun gugur dan ranting muda mati. Untuk itu dirancang suatu sistem pakar mengidentifikasi hama tanaman jeruk. Metode yang digunakan pada penelitian kali ini ialah metode faktor kepastian (CF),. Hasil bedasarkan gejala-gejala yang dialami oleh tanaman jeruk tersebut bahwa hama yang terkena pada tanaman jeruk adalah Kutu Daun dengan tingkat kepakaran 0,8 dan persentase 80 % dan memiliki nilai akuasi yang cukup baik.
Kata kunci: faktor kepastian; hama tanaman jeruk; sistem pakar;
Abstract:Abstract: A digital library is a service system that capable in supporting access to information objects automatically using a computer technology. In this study, the authors aimed to develop a digital library application…
n based on SLiMS 9 bulian at MAN 1 Bukittinggi library, especially in terms of content with the addition of e-book features, and changing the character of its applications into mobile version, which were previously local (intranet). The methods used were research and development, while system development used the Waterfall model. This study succeeded to develop a digital library application based on SLiMS 9 at MAN 1 Bukittinggi library. The development of the digital library in this study has been carried out through testing, including three types of product tests, namely validity test, practicality test, and effectiveness test, each of which was tested using a questionnaire instrument. The product validity test obtained an average value of 0.88 in the valid category; the product practicality test obtained an average value of 0.90 in the very practical category; and the product effectiveness test obtained an average value of 0.94 in the high effectiveness category. Based on the product test results that have been described, the digital library development product in this study was declared feasible and applicable as a digital library, and can be accessed via mobile by users, such as students, teachers, and library members of MAN 1 Bukittinggi.
Keywords: Digital Library; Mobile Application; Research and Development; SLiMS 9
Abstrak: Perpustakaan digital merupakan sebuah sistem yang memiliki layanan yang mendukung akses objek informasi secara otomasi menggunakan teknologi komputer. Dalam studi ini, peneliti bermaksud mengembangkan aplikasi perpustakaan digital berbasis SLiMS 9 bulian pada perpustakaan MAN 1 Bukittinggi, khususnya dari sisi content-nya dengan penambahan fitur e-book, serta mengubah sifat aplikasinya menjadi bersifat mobile, yang mana sebelumnya bersifat lokal (intranet). Metode dalam studi ini adalah penelitian dan pengembangan, sedangkan pengembangan sistem dilakukan menggunakan model Waterfall. Penelitian ini berhasil mengembangkan aplikasi perpustakaan digital berbasis SLiMS 9 pada perpustakaan MAN 1 Bukittinggi. Pengembangan perpustakaan digital dalam penelitian ini telah dilakukan melalui pengujian, meliputi tiga jenis uji produk, yaitu uji validitas, uji praktikalitas, dan uji efektivitas, yang setiap pengujiannya dilakukan menggunakan instrumen angket. Uji validitas produk memperoleh nilai rerata 0,88 dengan kategori Valid; uji praktikalitas produk memperoleh nilai rerata 0,90 dengan kategori Sangat Praktis; dan uji efektivitas produk memperoleh nilai rerata 0,94 dengan kategori Efektivitas Tinggi. Berdasarkan hasil uji produk yang telah diuraikan, produk pengembangan perpustakaan digital dalam penelitian ini dinyatakan layak dan dapat diterapkan sebagai perpustakaan digital, serta dapat diakses secara mobile oleh para pengguna, yaitu siswa, guru, dan anggota perpustakaan MAN 1 Bukittinggi.
Kata kunci: Aplikasi Mobile; Perpustakaan Digital; Penelitian dan Pengembangan; SLiMS 9
Abstract:Abstract: The Indonesian Red Cross or abbreviated as PMI, is one of the organizations in Indonesia engaged in the humanitarian field. PMI has branches in all cities in Indonesia such as the red cross in Asahan district.…
Currently, the Asahan district red cross has a blood donation stock of ± 100/360 cc per bag. The purpose of designing a blood group type reader is to increase the certainty of blood types that are tested by experts or medical workers from PMI Asahan, according to the testing of the tool design. This study used a qualitative type of method, namely data taken in the form of data on the condition of the blood when rhesus fluid was given, so that the data will be calibrated with the test results so that the right test results can be decided. The results of testing the device design with blood and fluids, found that blood group A+ got an LDR value of 19.5 and 4 with a bina-ry condition of 101, while for blood group B+ got an LDR value of 19, 4 and 4 with a bi-nary condition of 011, blood group AB+ got a value LDR 19, 3 and 4 with binary condi-tion 111, blood type O+ found LDR values 19, 2 and 4 with binary condition 001. Mean-while for basic conditions, or not detecting blood type, LDR conditions 20, <=4, <=4 and binary value is 000. After testing, all results of testing the design of the tool are in full ac-cordance with the results of the conclusions of the PMI Asahan medical personnel about the type of blood group
Keywords: binary; blood donation; blood type detector
Abstrak: Palang Merah Indonesia atau disingkat PMI, merupakan salah satu organisasi di Indonesia yang bergerak dalam bidang kemanusiaan. PMI memiliki cabang di seluruh kota di Indonesia seperti palang merah di kabupaten asahan. Saat ini palang merah kabupaten asahan memiliki stok sumbangan darah ± 100/360 cc setiap kantong. Tujuan dirancang nya alat pembaca jenis golongan darah untuk menambah kepastian jenis darah yang diuji tenaga ahli atau medis PMI Asahan, sesuai dengan pengujian dari rancangan alat. Penelitian ini menggunakan jenis metode kualitatif, yaitu data yang diambil berupa data kondisi darah ketika dikasi cairan resus, sehingga data tersebut akan dikalibrasi dengan hasil pengujian sehingga memutuskan hasil pengujian tepat. Hasil pengujian rancangan alat dengan darah dan cairan, mendapati bahwa untuk golongan darah A+ mendapati nilai LDR 19, 5 dan 4 dengan kondisi biner 101, sementara untuk golongan darah B+ mendapati nilai LDR 19, 4 dan 4 dengan kondisi biner 011, golongan darah AB+ mendapati nilai LDR 19, 3 dan 4 dengan kondisi biner 111, golongan darah O+ mendapati nilai LDR 19, 2 dan 4 dengan kondisi biner 001. Sementara untuk kondisi dasar, atau tidak mendeteksi golongan darah, kondisi LDR 20, <=4, <= 4 dan nilai biner 000. Setelah dilakukannya pengujian, maka disimpulkan seluruh hasil pengujian rancangan alat sepenuhnya sesuai dengan hasil kesimpulan tenaga medis PMI Asahan tentang jenis golongan darah.
Kata kunci: biner; donor darah; pendeteksi golongan darah
Abstract:Abstract: PT. Panca Niaga Mandiri is an authorized motorcycle dealer in Sei Piring which is engaged in selling Honda motorcycles both in cash and on credit. Dealer Problems PT. Tunas Dwipa Putra at this time is that there…
e is no definite calculation to predict the motorcycle sales target each month and the problems that occur are that sometimes there is an increase or decrease in motorcycle sales for each month because currently, business competition is very tight so that it makes business people compete with each other in their way. Many strategies have been carried out by marketing for how monthly motorcycle sales continue to increase. Therefore, it is necessary to use a forecasting method to predict sales of Honda motorcycles, especially automatic-type Honda motorcycles. The method used is the Trend Moment method. It is hoped that this method can help predict sales of automatic motorcycles for the next month.
Keywords: honda motorcycle; prediction; sales;
Abstrak: PT. Panca Niaga Mandiri merupakan dealer resmi sepeda motor yang ada di Sei Piring yang bergerak pada penjualan sepeda motor honda baik secara tunai maupun secara kredit. Permasalahan Dealer PT. Tunas Dwipa Putra pada saat ini yaitu tidak adanya perhitungan yang pasti untuk memprediksi target penjualan motor disetiap bulannya dan permasalahan yang terjadi terkadang mengalami kenaikan maupun penurunan penjualan sepeda motor untuk setiap bulannya, Karena saat ini persaingan bisnis sangat ketat sekali sehingga membuat para pelaku bisnis saling bersaing dengan cara mereka sendiri. Banyak strategi yang sudah dilakukan oleh marketing untuk bagaimana penjualan sepeda motor setiap bulanya terus meningkat. Oleh karena itu, maka diperlukan metode peramalan untuk memprediksi penjualan sepeda motor honda khususnya sepeda motor honda type matic. Metode yang digunakan yaitu metode Trend Moment diharapakan metode ini dapat membantu dalam memprediksi penjualan sepeda motor matic untuk bulan kedepannya.
Kata kunci:penjualan; prediksi;sepeda motor honda
Abstract:Abstract: Along with the very rapid development of technology, there are many shops and business entities whose sales systems use the latest technology, nowadays if companies use the internet in their information systems…
or online sales, they get new customers and the convenience of customers in accessing the products offered. Muslim wholesalers must understand the desires of their customers in increasing customer satisfaction in maintaining good relations between customers and business owners. Customer Relationship Management (CRM) is one of the right ways to pay attention to customers at Guntur Jaya Stores in order to create communication links with their customers. CRM can also help Muslim wholesale stores with what customers need related to fashion products. The results of research conducted on Muslim wholesale stores can help in increasing customer loyalty, maintaining good relationships with customers. Furthermore, it will make it easier for Muslim wholesale stores to sell fashion products that are in accordance with the wishes of their
Keywords: Customer Relationship Management (CRM); Customer; Information System
Abstrak: Seiring dengan perkembangan teknologi yang sangat pesat, banyak sekali toko- toko maupun badan usaha yang memperbarui sistem penjualan dengan menggunakan teknologi terbaru, dewasa ini jika perusahaan menggunakan internet dalam sistem informasinya ataupun penjualannya secara online mendapatkan pelanggan baru dan kemudahan kepada pelanggan dalam mengakses produk yang ditawarkan. Grosir Muslim harus bisa memahami keinginan pelanggannya dalam meningkatkan kepuasaan pelanggan dalam menjaga hubungan baik antara pelanggan dan pemilik usaha. Customer Relationship Management (CRM) merupakan salah satu cara yang tepat untuk memperhatikan pelanggan pada Toko Guntur jaya agar terciptanya jalinan komunikasi dengan para pelanggannya. CRM juga dapat membantu toko grosir muslim apa saja yang dibutuhkan para pelanggan terkait dengan produk fashion. Hasil dari penelitian yang dilakukan pada toko grosis muslim dapat membantu dalam meningkatkan loyalitas pelanggan, menjaga hubungan baik dengan pelanggan. Selanjutnya akan memudahkan toko grosir muslim dalam penjualan produk fashion yang sesuai dengan keinginan para pelanggan.
Kata kunci: Customer Relationship Management (CRM); Konsumen; Sistem Informasi
Abstract:Abstract: Dodol is a type of sweet food made from palm sugar that is processed with various flavors and takes a long time to complete. Dodol is also a type of food in great demand by the public due to its elasticity and…
characteristic taste. The manufacture and sale of this lunkhead are produced by UD. Maya Sari is located in the Kisaran area, especially in the Tanjung Alam Village, Dusun 3, Asahan Regency. Forecasting (forecasting) is thinking about a quantity, for example. The number of product requests for the future. Difficulties in forecasting inventory are often experienced by businesses, including UD. Maya Sari is difficult to predict the supply of lunkhead for the future. The research conducted by this author aims to build a system that can predict sales for the future in increasing a business's income. The system is well designed with PHP and UML for system workflow.
Keywords: Dodol sales; Forecasting System; Weighted Moving Average Method
Abstrak: Dodol merupakan salah satu jenis makanan manis berbahan dasar gula aren yang diolah dengan berbagai rasa dan membutuhkan waktu yang lama dalam pembuatannya. Dodol juga merupakan jenis makanan yang banyak diminati oleh masyarakat karena kekenyalan dan rasa yang khas. Pembuatan dan penjualan dodol ini diproduksi oleh UD. Maya Sari yang berada di kawasan Kisaran khususnya di Desa Tanjung Alam Dusun 3 Kabupaten Asahan. Peramalan (forecasting) adalah memikirkan kuantitas. Misalnya Jumlah permintaan produk untuk masa yang akan datang. Kesulitan dalam peramalan persediaan seringkali dialami oleh para pelaku usaha, termasuk UD. Maya Sari sulit memprediksi pasokan dodol untuk masa depan. Penelitian dilakukan. Hal ini bertujuan untuk membangun sebuah sistem yang dapat memprediksi penjualan dimasa yang akan datang guna meningkatkan pendapatan usaha. Sistem ini dirancang dengan baik dengan PHP dan UML untuk alur kerja sistem.
Kata Kunci : Metode Weighted Moving Average; Penjualan dodol; Sistem Peramalan
Abstract:Abstract: Flood disasters often occur in areas with certain geographical conditions, such as proximity to rivers, high rainfall especially during the wetseason and soil types that contain clay so that they are not good enough…
nough to absorb water. One of the cities in Indonesia whichhas frequent floods. The planned mitigation strategy must be more targeted so that it is more effective in tackling flood disasters. Therefore, mapping with Geographic Information Systems can be used to map areas that are prone to flooding specifically by combining spatial data on each predetermined parameter. Not only that, the integration of Geographic Information Systems and forecasting with multiple linear regression methods can predict the level of flood vulnerability based on the parameters determined in the following year. Based on the analysis that has been done, the areas in Pontianak City that are prone to flood disasters are spread over several sub-districts, namely East Pontianak District, Pontianak City District and parts of North Pontianak District.
Keywords: Flood vulnerability; Geographic Information System; Multiple Linear Regression
Abstrak: Bencana banjir seringkali terjadi di wilayah dengan kondisi geografis tertentu sepertijaraknya yang dekat dengan sungai, curah hujan cukup tinggi khususnya pada musim hujan hingga mayoritas jenis tanah yang memiliki kandungan lempung sehingga tidak cukup baikdalam menyerap air. Kota Pontianak merupakan satu diantara kota di Indonesia yang sering dilanda bencana banjir. Oleh karena itu, pemetaan dengan Sistem Informasi Geografis dapat digunakan untuk memetakan wilayah-wilayah yang rawan bencana banjir secara spesifik dengan menggabungkan data spasial pada setiap parameter yang sudah ditentukan. Tidak hanya itu, integrasi sistem informasi geografis dan peramalan dengan metoderegresi linier berganda dapatmemprediksi tingkat kerawanan banjir berdasarkan parameter yang ditentukan pada tahun berikutnya. Berdasarkan analisis yang telah dilakukan, daerah di Kota Pontianak yang rawan bencanabanjir tersebar di beberapa kecamatan yaitu Kecamatan Pontianak Timur, Kecamatan Pontianak Kota dan sebagianKecamatan Pontianak Utara.
Kata kunci: Kerawanan Banjir; Regresi Linier Berganda; Sistem Informasi Geografis
Abstract:Abstract: The government's effort to improve the community's economy is to give birth to Micro, Small and Medium Enterprises (MSMEs) in the midst of the community. The people of Cirebon city are people who are starting of…
f being a productive society, so that MSMEs are born in the city of Cirebon. However, limited land for the process of buying and selling and marketing products has, in MSMEs being run by the community often resulting in bankruptcy due to market competitiveness. So to overcome this problem, we need a media that can distribute the results of MSME products for the people of the city of Cirebon without having to have land to sell products. This research was conducted of building an E-Marketplace (Digital Market) system that is used by the people of the city of Cirebon to promote, sell and buy the products of the Cirebon city community's MSME products online based on a Website . Apart from that, with the E-Marketplace, it can help MSMEs in the city of Cirebon continue to run their business during this pandemic even though there are Community Activity Restrictions (PPKM). In this study, the research method applied is the System Development Life Circle, where the method includes the process of data collection and analysis, system design, system development and system implementation and system testing. The results of this application design will be named Padibon . So with this Padibon application, MSME actors in marketing their products, and consumers can buy MSME products anywhere and anytime.
Keywords: E-Marketplace; Frameworks; MSMEs; SDLC
Abstrak: Usaha pemerintah dalam meningkatan perekonomian masyarakat adalah dengan melahirkan Usaha Mikro Kecil Menengah (UMKM) didalam lingkungan masyarakat. Masyarakat kota Cirebon merupakan masyarakat yang mulai menyadari pentingnya menjadi masyarakat yang produktif. Namun keterbatasan lahan untuk proses jual beli dan pemasaran produk mengakibatkan UMKM yang di jalankan oleh masyarakat seringkali mengakibatkan kebangkrutan karena daya saing pasar. Maka untuk mengatasi masalah tersebut, diperlukan sebuah media yang dapat menyalurkan hasil produk UMKM masyarakat kota Cirebon tanpa harus adanya lahan tempat menjual produk. Penelitian dilakukan untuk membangun sebuah sistem E- Marketplace (Pasar Digital) yang digunakan oleh masyarakat kota Cirebon untuk mempromosikan, menjual dan membeli hasil-hasil produk UMKM masyarakat kota Cirebon secara online berbasis Website. Selain dari itu, dengan adanya aplikasi ini maka dapat membantu UMKM masyarakat kota Cirebon tetap menjalankan usahanya di masa pandemi ini walaupun terdapat Pemberlakuan Pembatasan Kegiatan Masyarakat (PPKM). Pada penelitian ini, metode yang diterapkan adalah System Development Life Circle, dimana metode tersebut meliputi proses pengumpulan dan analisis data, design system, development system dan implementasi sistem serta pengujian sistem. Hasil dari perancangan aplikasi ini adakan diberi nama Padibon. Maka dengan aplikasi Padibon ini, pelaku UMKM dapat memasarkan hasil produknya, dan konsumen bisa membeli produk UMKM dimanapun dan kapanpun.
Kata kunci: E-Marketplace; Framework; SDLC; UMKM
Abstract:Abstract : Directorate General of State Assets West Kalimantan Regional Office each year has a work program provided by the central DJKN that must be completed, The work program is carried out with the target set by the…
central DJKN. DJKN has a standard method in measuring each work plan program, namely using the Balanced Scorecard method, But in its application there are still many processes in measuring and monitoring plans that are done manually so that business processes are carried out for a long time and are ineffective and without an information system, the monitoring process cannot be done in real time anywhere and anytime so that some work plans are late accordingly. with targets that will directly affect performance. This study aims to cut the manual business process by using a website-based performance monitoring and measurement system so that it is hoped that the performance monitoring process can be carried out optimally in real time and easily. The results of this research are in the form of a website-based performance monitoring and measurement system that has been tested for system functionalities and system interfaces by obtaining results according to each functional system and system interface available and testing for users at the Directorate General of State Assets West Kalimantan Regional Office obtaining a percentage of 88.55 % .
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Keywords : Balanced Scorecard ; DJKN ; Monitoring ; Performance Measurement
Abstract : Directorate General State Assets (DGST ) West Kalimantan Regional Office every year year have a given work program by the central DJKN which must completed , work program implemented with the target that has been set by the central DJKN . DJKN has standard method in measure every program plan work that is use the Balanced Scorecard method, but in implementation still many processes in measure and monitoring plan work done manually so that the business processes that are run eat long time and no effective as well as without existence system information make the monitoring process not can done by realtime everywhere and any time so that make a number of plan work late no in accordance with a target that direct will influence performance . Study this aim cut those manual business processes with use monitoring system and measurement performance web -based so that expected performance monitoring process could done by maximum with easy and realtime , Results study this in the form of monitoring system and measurement performance based on a website that has been tested functional system and interface system with get results in accordance will every functional system and interface existing system _ and testing to users at the West Kalimantan Regional Office DJKN get results percentage 88.55%.
Keywords: Balanced Scorecard ; DJKN ; Monitoring ; Performance Measurement