Jurnal Simantec最新文献

IMPLEMENTASI ALGORITMA C.45 UNTUK MENENTUKAN JURUSAN CALON SISWA SEKOLAH MENENGAH KEJURUAN (SMK) 采用 C.45 算法确定未来职业高中学生的专业

Jurnal Simantec Pub Date : 2023-07-21 DOI: 10.21107/simantec.v11i2.20384

Yessy Nur, Arief Hermawan

引用次数: 0

PENERAPAN SISTEM CERDAS KLASIFIKASI CITRA TELAPAK TANGAN DENGAN METODE NAÏVE BAYES 天真贝叶斯法智能手掌图像分类系统的应用

Jurnal Simantec Pub Date : 2023-07-21 DOI: 10.21107/simantec.v11i2.14708

Millenialdo Yanuar Ilham, Resty Wulanningrum, Intan Nur Farida, Made Ayu Dunia Widyadara

{"title":"PENERAPAN SISTEM CERDAS KLASIFIKASI CITRA TELAPAK TANGAN DENGAN METODE NAÏVE BAYES","authors":"Millenialdo Yanuar Ilham, Resty Wulanningrum, Intan Nur Farida, Made Ayu Dunia Widyadara","doi":"10.21107/simantec.v11i2.14708","DOIUrl":"https://doi.org/10.21107/simantec.v11i2.14708","url":null,"abstract":"Kemajuan teknologi saat ini berkembang pesat, khususnya pada pengolahan citra digital. Citra digital merupakan gambaran foto atau video dengan memiliki warna RGB. Pada saat ini kamera CCTV sudah banyak terpasang di setiap tempat indoor ataupun outdoor. Akan tetapi Kamera CCTV sekarang hanya bersifat “pasif” dengan fungsi merekam dan menyimpan suatu kejadian, apabila terjadi sesuatu yang bersifat darurat contohnya tindak kekerasan seperti tawuran, bullying dan lain sebagainya. Tujuan pada sistem ini yaitu untuk mendeteksi kejadian yang bersifat darurat dengan proses klasifikasi citra telapak tangan menggunakan metode Naïve Bayes. Pada tahapan awal sistem menyiapkan data training sebagai dataset, kemudian kamera CCTV mengambil citra telapak tangan digunakan untuk data testing, tahapan selanjutnya yaitu proses ekstraksi ciri HSV untuk mengetahui hasil citra pada gambar. Proses yang terakhir yaitu mengklasifikasi data testing dengan metode Naïve Bayes melalui 3 skenario uji coba dan ditemukan perhitungan hasil akurasi, untuk skenario ke-1 memperoleh hasil akurasi 90%, pada skenario ke-2 memperoleh hasil akurasi 92%, dan untuk hasil akurasi pada skenario ke-3 menghasilkan nilai akurasi 100%. Dengan demikian klasifikasi menggunakan metode Naïve Bayes memiliki hasil yang akurat dengan data training lebih banyak dari data testing agar sistem dapat memperoleh hasil yang baik.Kata kunci : Naïve Bayes, Klasifikasi, Citra Telapak Tangan, CCTV, Citra Digital","PeriodicalId":143836,"journal":{"name":"Jurnal Simantec","volume":"1 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2023-07-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139356685","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

TELAAH KAJIAN PUSTAKA PEMODELAN SISTEM PENDUKUNG KEPUTUSAN PADA USAHA MIKRO KECIL DAN MENENGAH 中小微型企业决策支持系统建模文献综述

Jurnal Simantec Pub Date : 2023-07-21 DOI: 10.21107/simantec.v11i2.9725

N. Rahma, Yusuf Amrozi, Nur Diana Fahma Salsabila, M.Hanif Miqdad G

引用次数: 0

INOVASI METODE SMART (SIMPLE MULTI ATTRIBUTE RATING TECHNIQUE) SEBAGAI SISTEM DETEKSI COVID-19 在 COVID-19 检测系统中采用智能方法（简单多属性评级技术

Jurnal Simantec Pub Date : 2023-07-21 DOI: 10.21107/simantec.v11i2.17258

Rahmat Irsyada, H. Audytra

引用次数: 0

EKSTRKASI FITUR BENTUK MENGGUNAKAN METODE CONVEX HULL UNTUK KLASIFIKASI JENIS PISANG MENGGUNAKAN K-NEAREST NEIGHBOR 使用凸壳法提取形状特征，利用 K 最近邻法进行香蕉类型分类

Jurnal Simantec Pub Date : 2023-07-21 DOI: 10.21107/simantec.v11i2.20023

Hendro Nugroho, Andy Rachman, Erfan Septian Basuki

{"title":"EKSTRKASI FITUR BENTUK MENGGUNAKAN METODE CONVEX HULL UNTUK KLASIFIKASI JENIS PISANG MENGGUNAKAN K-NEAREST NEIGHBOR","authors":"Hendro Nugroho, Andy Rachman, Erfan Septian Basuki","doi":"10.21107/simantec.v11i2.20023","DOIUrl":"https://doi.org/10.21107/simantec.v11i2.20023","url":null,"abstract":"There are many types of bananas in Indonesia, for example Ambon bananas, Kepok bananas, Susu bananas, Mas bananas and Cavendish bananas. With the existence of many types of bananas, to determine the type of banana, it still uses judgment by the human eye based on the shape of the banana. In this study to find out the type of banana using automatic classification of banana image input. The results of the classification are expected to determine the type of banana based on tranning data. Banana image input is extracted using the Convex Hull method to obtain Solidity and Convexity values. The steps to get the classification value are carried out by inputting the banana image, converting the color to binary (black and white), extracting the Convex Hull shape feature, calculating the convexity Solidity value and the Solidity and convexity value of the banana image, the classification process is carried out using the K-Nearst Neighbor method ( K-NN). To determine the success rate of the classification results carried out the testing process. From the test results, the process of calculating the accuracy of all the data tested is carried out. The results obtained in this study with an accuracy value of 56%.","PeriodicalId":143836,"journal":{"name":"Jurnal Simantec","volume":"26 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2023-07-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139356908","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

RANCANG BANGUN APLIKASI VIRTUAL TOUR WISATA LAUT MADURA (LOKASI: PANTAI TALANG SIRING PAMEKASAN MADURA) rancang bangun aplikasi virtual tour wisata laut madura (lokasi: pantai talang siring pamekasan madura)

Jurnal Simantec Pub Date : 2023-07-21 DOI: 10.21107/simantec.v11i2.19470

Yudha Dwi Putra Negara, S. Hardi, Farhan Reynaldi Valerian, Doni Abdul Fatah, Budi Soesilo

{"title":"RANCANG BANGUN APLIKASI VIRTUAL TOUR WISATA LAUT MADURA (LOKASI: PANTAI TALANG SIRING PAMEKASAN MADURA)","authors":"Yudha Dwi Putra Negara, S. Hardi, Farhan Reynaldi Valerian, Doni Abdul Fatah, Budi Soesilo","doi":"10.21107/simantec.v11i2.19470","DOIUrl":"https://doi.org/10.21107/simantec.v11i2.19470","url":null,"abstract":"Pesatnya perkembangan pariwisata telah menyebabkan perubahan sosial yang dibawa oleh interaksi masyarakat dengan wisatawan. Ada pola perilaku yang mempengaruhi masyarakat setempat. Salah satu wisata yang dimiliki oleh Pemkab Pamekasan merupakan destinasi wisata pantai di Tarang Siring yang terletak di Desa Montok dan Kaduara Barat di Kecamatan Larangan. Peneliti bermaksut meningkatkan layanan dalam memberikan media promosi berupa rancang bangun aplikasi Virtual Tour Wisata Laut Madura untuk lokasi wisata Pantai Talang Siring Pamekasan Madura. Metode penelitian yang digunakan adalah metode perancangan dan pembangunan pengembangan perangkat perangkat lunak dengan konsep Multimedia Development Life Cycle atau MDLC. Metodologi MDLC terdiri dari enam tahapan dasar, yaitu konsep (concept), perancangan (design), pengumpulan bahan (material collecting), pembuatan (assembly), pengujian (testing), dan distribusi (distribution). Hasil pengujian sistem aplikasi Virtual Tour Wisata Laut Madura menggunakan blackbox testing dengan 5 fitur telah menunjukkan hasil bahwa sistem telah berhasil 5 fitur bekerja sesuai dan sesuai dengan apa yang diharapkan yaitu sistem dapat menampilkan virtual tour pada wisata talang siring untuk meningkatkan daya tarik wisatawan.Kata kunci : Mdlc, Talang Siring, Virtual Tour, Wisata Laut Madura","PeriodicalId":143836,"journal":{"name":"Jurnal Simantec","volume":"115 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2023-07-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139356750","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

IMPLEMENTASI KRIPTOGRAFI PADA KEAMANAN DATA MENGGUNAKAN ALGORITMA ADVANCE ENCRYPTION STANDARD (AES) 使用高级加密标准（AES）算法实现数据安全的加密技术

Jurnal Simantec Pub Date : 2023-07-21 DOI: 10.21107/simantec.v11i2.20034

Brikitha Olivia Putri Irine Irawan, M. Tahir, Nimas Ayu Windrastuti, Delsa Yurina Cholili, Dina Mulaikah, Ahmad Batsul Mushofi Septian Wachid

{"title":"IMPLEMENTASI KRIPTOGRAFI PADA KEAMANAN DATA MENGGUNAKAN ALGORITMA ADVANCE ENCRYPTION STANDARD (AES)","authors":"Brikitha Olivia Putri Irine Irawan, M. Tahir, Nimas Ayu Windrastuti, Delsa Yurina Cholili, Dina Mulaikah, Ahmad Batsul Mushofi Septian Wachid","doi":"10.21107/simantec.v11i2.20034","DOIUrl":"https://doi.org/10.21107/simantec.v11i2.20034","url":null,"abstract":"Security is an important part of the data framework, this viewpoint is often prominent enough to be noticed by database owners and administrators. In this case, our team develops an information system that uses cryptography to secure documents. Encryption and description are two important concepts in the field of cryptography. To keep the stored data from being blocked for unauthorized parties, data security is needed. In order not to intercept or steal documents that contain important data for clients and to maintain this trust, calculations are needed that can protect records, namely High Level Standard Encryption Computation (AES). The purpose of this study is to use the AES algorithm to ensure data security. The results of this study obtained that files or documents that go through the encryption process, the contents of the file will turn into symbols that cannot be read just like that. Then, when the encryption results go through the decryption process by entering the key used in the encryption process, the contents of the file will return to normal.","PeriodicalId":143836,"journal":{"name":"Jurnal Simantec","volume":"52 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2023-07-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139356586","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

IMPLEMENTASI ALGORITMA APRIORI UNTUK REKOMENDASI PAKET MENU PADA CAFE ABC BERBASIS WEBSITE 在基于网站的 abc 咖啡店实施 apriori 算法推荐菜单套餐

Jurnal Simantec Pub Date : 2023-07-21 DOI: 10.21107/simantec.v11i2.16343

Rizal Aditya, F. Fahrullah, Nariza Wanti Wulan Sari

{"title":"IMPLEMENTASI ALGORITMA APRIORI UNTUK REKOMENDASI PAKET MENU PADA CAFE ABC BERBASIS WEBSITE","authors":"Rizal Aditya, F. Fahrullah, Nariza Wanti Wulan Sari","doi":"10.21107/simantec.v11i2.16343","DOIUrl":"https://doi.org/10.21107/simantec.v11i2.16343","url":null,"abstract":"Increased competition that encourages business actors to make various ways in sales strategies to attract customers. One of them is the recommendation for menu packages, but in making menu package recommendations based on the wishes of the owner only. Utilization of transaction data can be used to help provide advice in the form of association rules that can provide advice to business owners to assist in making decisions for choosing menu package promotion recommendations. Association rules are obtained by implementing a priori algorithm data mining to a website-based system using Laravel and the resulting calculation results are in the form of product association rules that are purchased simultaneously. With a minimum support value of 1%, there are 48 items in the 1-itemset that pass the minimum support and 59 association rules formed from the entire transaction of 756 data with a confidence value of more than 6%. From the resulting association rules, there are association rules with the highest confidence value, which is 100% in the form of takjil and iftar pairs purchased simultaneously, so that they can provide advice to the Ruang Temu owner to recommend menu packages for takjil and iftar foods.","PeriodicalId":143836,"journal":{"name":"Jurnal Simantec","volume":"65 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2023-07-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139356607","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

PENERAPAN K-MEANS ALGORITHM UNTUK MENGIDENTIFIKASI SUPPLIER BAHAN BAKU PADA KOMODITAS AGRIKULTUR DI KABUPATEN PAMEKASAN Penerapan K-means algorithm untuk mengidentifikasi supplier bahan baku pada komoditas agrikultur di kabupaten pamekasan

Jurnal Simantec Pub Date : 2023-07-21 DOI: 10.21107/simantec.v11i2.18810

Erwin Prasetyowati, Imron Rosyadi NR, Sholeh Rachmatullah

{"title":"PENERAPAN K-MEANS ALGORITHM UNTUK MENGIDENTIFIKASI SUPPLIER BAHAN BAKU PADA KOMODITAS AGRIKULTUR DI KABUPATEN PAMEKASAN","authors":"Erwin Prasetyowati, Imron Rosyadi NR, Sholeh Rachmatullah","doi":"10.21107/simantec.v11i2.18810","DOIUrl":"https://doi.org/10.21107/simantec.v11i2.18810","url":null,"abstract":"Agricultural commodities, especially in Pamekasan Regency, some of their production results are not constant and experience negative growth due to several inhibiting factors such as natural conditions and the enthusiasm of the human resources involved in them. On the other hand, the growth of products made from raw materials from this commodity is increasing, so it is necessary to carry out mapping using the clustering method using the K-Means Algorithm, in order to determine the level of superior potential in each region or so that suppliers of raw materials for this commodity can be identified. The results showed that the level of potential in agricultural commodities, namely agriculture, plantations and fisheries in each sub-district was divided into 3 clusters namely High Potential, Medium Potential and Low Potential. The data involved in the agricultural and plantation sectors are 13 sub-districts, while in the fisheries sector there are 6 sub-districts because not all sub-districts are in coastal areas. Through this research, it is hoped that industry players can determine the right supplier according to the need for the availability of existing raw materials.","PeriodicalId":143836,"journal":{"name":"Jurnal Simantec","volume":"37 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2023-07-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139356627","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

IMPLEMENTASI METODE LOGIKA FUZZY SEBAGAI PENDETEKSI KEBAKARAN MENGGUNAKAN KLASIFIKASI CITRA TANGAN 利用手持图像分类实现火灾探测的模糊逻辑方法

Jurnal Simantec Pub Date : 2023-07-21 DOI: 10.21107/simantec.v11i2.14709

Andrean Ferdyana Vabian Eka Sakti, Resty Wulanningrum, Wahyu Cahyo Utomo, Roni Heri Irawan

{"title":"IMPLEMENTASI METODE LOGIKA FUZZY SEBAGAI PENDETEKSI KEBAKARAN MENGGUNAKAN KLASIFIKASI CITRA TANGAN","authors":"Andrean Ferdyana Vabian Eka Sakti, Resty Wulanningrum, Wahyu Cahyo Utomo, Roni Heri Irawan","doi":"10.21107/simantec.v11i2.14709","DOIUrl":"https://doi.org/10.21107/simantec.v11i2.14709","url":null,"abstract":"Dewasa ini perkembangan teknologi semakin pesat dan banyak hal yang sebelumnya dilakukan secara konvensional namun sekarang tergantikan oleh teknologi. Tombol kebakaran yang terbatas jumlah dan aksesnya akan menyulitkan untuk dijangkau apabila terjadi kebakaran, namun terdapat banyak alat yang terpasang yaitu CCTV. Alat ini dapat digunakan untuk mendeteksi terjadinya kebakaran dari proses klasifikasi citra tangan menggunakan metode Logika Fuzzy. Proses yang dilakukan agar citra tangan dapat dideteksi oleh sistem yaitu melalui beberapa proses. Tahap pertama adalah melakukan ekstraksi ciri dari citra data latih yaitu data yang digunakan sebagai rujukan terhadap data uji. Kemudian data uji adalah data yang akan digunakan untuk melakukan klasifikasi citra sebagai pendeteksi kebakaran menggunakan metode Logika Fuzzy. Berdasarkan hasil uji coba yang telah dilakukan melalui 3 skenario uji coba, maka didapatkan nilai akurasi pada skenario ke-1 sebesar 80%, nilai akurasi pada skenario ke-2 sebesar 88%, nilai akurasi pada skenario ke-3 sebesar 93,3%. Hal ini menunjukkan bahwa kinerja metode Logika Fuzzy memiliki hasil yang lebih baik pada skenario ke-3 dengan artian data latih yang digunakan lebih banyak dari skenario uji coba yang lain agar sistem dapat melakukan klasifikasi yang lebih baik.Kata kunci : Logika Fuzzy, Citra Tangan, Deteksi Kebakaran, CCTV, Klasifikasi.","PeriodicalId":143836,"journal":{"name":"Jurnal Simantec","volume":"32 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2023-07-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139356618","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0