Tono Hartono, Tono
Indonesia Computer University

Published : 3 Documents Claim Missing Document
Claim Missing Document
Check
Articles

Found 3 Documents
Search

IMPLEMENTASI ALGORITMA APRIORI UNTUK ANALISIS PENJUALAN DENGAN BERBASIS WEB Nursikuwagus, Agus; Hartono, Tono
Simetris: Jurnal Teknik Mesin, Elektro dan Ilmu Komputer Vol 7, No 2 (2016): JURNAL SIMETRIS VOLUME 7 NO 2 TAHUN 2016
Publisher : Universitas Muria Kudus

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (285.222 KB) | DOI: 10.24176/simet.v7i2.784

Abstract

Transaksi penjualan merupakan suatu usaha penjualan yang dilakukan setiap menit, setiap hari, setiap minggu bahkan bertahun-tahun. Sehingga data akan semakin menumpuk bisa berasal dari proses manual maupun proses komputasi. Sehingga data yang ada belum dimanfaatkan dengan baik oleh pengambil keputusan. Tulisan ini bertujuan untuk memberikan laporan hasil penelitian mengenai implementasi algoritma apriori untuk analisis penjualan. Penelitian ini didukung dengan metodologi pengembangan perangkat lunak yang disebut linear incremental development. Pada proses yang dilakukan pada implementasi perangkat lunak ini terdapat beberapa langkah seperti penentuan masalah, identifikasi dan penyelesaian resiko, pengembangan dan test, serta perencanaan siklus berikutnya. Setiap langkah pada tahapan tersebut digunakan untuk memetakan permasalahan yang ada hingga terbentuknya suatu aplikasi sesuai kebutuhan. Sebagai hasil dari penelitian ini adalah aplikasi berdasarkan algoritma apriori yang terdiri dari pemilihan Itemset dan aturan asosiasi. Keluaran dari perangkat lunak ini digunakan untuk data acuan stok barang serta mengotomatisasi perhitungan analisis penjualan barang. Kata kunci: sequential linear incremental, algoritma apriori, penjualan, implementasi.
Hyper Parameter Tuning of Multilayer Convolutional Network and Augmentation Method for Classification Motive of Batik Nursikuwagus, Agus; hartono, tono; Nurwicaksono, M A; Choir, M M; Saputri, M A
Jurnal Informatika Vol. 17 No. 1 (2023): January 2023
Publisher : Universitas Ahmad Dahlan

Show Abstract | Download Original | Original Source | Check in Google Scholar

Abstract

The purpose of this research is to create a batik motive image classification system to make it easier for the public to know the name of a type of batik motive. In carrying out this research, a quantitative method was used with seven kinds of batik motives that were augmented first, where 70% of the dataset was used for training and 30% for testing so that the accuracy and precision of the system were obtained. The result of this research is that the accuracy and precision of the system in classifying batik motive images is 0.985 or 98.5%. This high accuracy and precision were obtained because the quality of the previous dataset was improved by augmenting geometric and photometric. The machine learning method used was a Convolutional Neural Network which in previous studies also provided the highest accuracy and precision. The results of this study can be used for various purposes such as marketing, cultural reservation, and science.
Active Faults in the Volcanic Environment of Pasirwangi Region, Garut Regency Yudhicara, Yudhicara; Robiana, Rahayu; Muslim, Dicky; Zakaria, Zufialdi; Dinata, Muhammad Nasheer Ramdan; Hartono, Tono
Jurnal Geologi dan Sumberdaya Mineral Vol. 26 No. 4 (2025)
Publisher : Pusat Survei Geologi

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.33332/jgsm.geologi.v26i4.999

Abstract

Garut Regency is surrounded by many volcanoes, both active and inactive. This area has also several active faults, which historically have been the source of earthquakes, including the Rakutak Fault Segment as part of Garsela Fault and several local faults. Some of earthquakes has magnitude less than M5.0 but causing damages, such as lately occured on September 18 and December 7, 2024.This study aims to identify the root causes of the major earthquakes that frequently occur in the Garut area, particularly those felt locally in Pasirwangi Sub-District and its surroundings, which causing infrastructure damages. Theresults are expected to contribute to disaster risk reductionand geological hazard-based spatial planning in Garut Regency, particularly in the study area. Active faults mapping was carried out using remote sensing, and field verification using drone and visual observations to obtain data that characterizes the presence of faults, joints measurements, rock offsets, river diversion and morphology lineaments. Site class identification was carried out by microtremor measurement using seismograph. Indications of active faults are found in the form of morphological and river lineaments, rock offsets, river diversion and the emergence of springs as indications of fractures along the fault line. Several sagponds were found including in Cihurang which is connected to Lake Ciharuswhich forms the Rakutak fault segment lineament whichis relatively southwest-northeast (SW - NE) oriented.Others were found at Lake Cipondok which is connectedto the river lineament in the Cibongkor area which has awest southwest-east northeast (WSW-ENE) direction. The down-dip faults were observed at Padaawas and has trend relatively south southwest - north northeast (SSW - NNE). Microtremor measurements obtain the dominant frequency values of the research area is in the range of 1 - 4 Hz, Periods of 0,25 – 1 second, the earthquake amplification factors of 3 – 7 times of earthquake shaking, Vs30 of 233 - 545 m/sec. The sediment thickness ranges from 25 - 64 m, and the land type is Class C (Hard Soil) and Class D (Moderate Soil). The Pasirwangi Sub-District and its surroundings, is located in a volcanic environment and is traversed by active faults, which are relatively southwest – northeast (SW-NE), west southwest - east northeast (WSW-ENE), and south southwest – north northeast (SSW-NNE). The Rakutak Segment of Garsela Fault, Padaawas and Cibongkor Faults are active faults that cross the research area, which is in the future could become the source of earthquakes, so that the community needs to be aware, especially those located close to fault lines. The potential for geological disasters in the Pasirwangi Sub-District and its surroundings, needs special attention from various parties, related to disaster mitigation efforts, both structural and non-structural. Keywords: Active Faults, Sagponds, Morphological Lineaments, Rocks Offset, Site Class