cover
Contact Name
Andi Wahju Rahardjo Emanuel
Contact Email
andi.wre@it.maranatha.edu
Phone
-
Journal Mail Official
jutisi@it.maranatha.edu
Editorial Address
-
Location
Kota bandung,
Jawa barat
INDONESIA
Jurnal Teknik Informatika dan Sistem Informasi
ISSN : 24432210     EISSN : 24432229     DOI : -
Jurnal Teknik Informatika dan Sistem Informasi (JuTISI) adalah Jurnal Ilmiah yang dibangun oleh Fakultas Teknologi Informasi, Universitas Kristen Maranatha untuk memberikan sarana bagi para akademisi dan peneliti untuk mempublikasikan karya-karya ilmiah di khalayak luas. Jurnal ini merupakan penggabungan dari Jurnal Teknik Informatika dan Jurnal Sistem Informasi yang terbit terakhir pada tahun 2014. JuTISI diterbitkan dalam 3 edisi setiap tahun mulai pada tahun 2015, yaitu pada bulan: April, Agustus, dan Desember.
Articles 13 Documents
Search results for , issue " Vol 5 No 1 (2019): JuTISI" : 13 Documents clear
Klasifikasi Wajah Hewan Mamalia Tampak Depan Menggunakan k-Nearest Neighbor Dengan Ekstraksi Fitur HOG Yohannes, Yohannes; Sari, Yulya Puspita; Feristyani, Indah
Jurnal Teknik Informatika dan Sistem Informasi Vol 5 No 1 (2019): JuTISI
Publisher : Maranatha University Press

Show Abstract | Original Source | Check in Google Scholar | Full PDF (880.944 KB) | DOI: 10.28932/jutisi.v5i1.1584

Abstract

Mammal is a type of animal that has many diverse characteristics, such as vertebrates and breastfeeding. In this study, the HOG feature and the k-NN method were proposed to classify 15 species of mammals. This study uses the LHI-Animal-Faces dataset which has fifteen species of mammals, where each type of mammal has 50 images measuring 100x100 pixels. The image will be conducted the process by the HOG feature extraction process and continued into the classification process using k-Nearest Neighbor. The performance of the HOG and k-NN features that get the best value is in deer and monkey, the best results for precision, recall, and accuracy are at k=3 where HOG feature extraction provides good vector features to be used in the classification process using the k-NN method.
Analisis Perbandingan Metode LVQ Dan Backpropagation dalam Penentuan Keaslian Uang Kertas Rupiah Berbasis Parameter HSV Ayu Agung Diatri Indradewi, I Gusti; Adnyana, I Ketut Widhi
Jurnal Teknik Informatika dan Sistem Informasi Vol 5 No 1 (2019): JuTISI
Publisher : Maranatha University Press

Show Abstract | Original Source | Check in Google Scholar | Full PDF (728.918 KB) | DOI: 10.28932/jutisi.v5i1.1583

Abstract

The high demand of the community for money that causes crime is the circulation of fake paper money. Counterfeit money if shared has the same physical as the original money issued by Bank Indonesia. To avoid the public accidentally transacting using counterfeit money, the government has actually socialized the 3D method (Seen, Diraba, and Diterawang). However, along with technological developments, the technique of making counterfeit money will also require the development of alternative techniques that can be used to help save fake money. Determining the authenticity of Rupiah banknotes can be done using pattern classification methods, one of which can be accommodated by artificial neural networks. LVQ neural network (Learning Vector Quantization) and Backpropagation are two types of artificial neural networks that do supervised learning. Extraction of features that show the authenticity of banknotes can be done using the HSV color space. This color space consists of components H (Hue), S (Saturation), and V (Value). This is the background of the topic chosen for analysis choosing the LVQ and Backpropagation methods in determining the authenticity of Rupiah banknotes based on HSV parameters. Evaluation analysis taken from the level assessment The evaluation results using the composition of the test data consisting of 10 original money images and 8 original money images obtained results both LVQ and Backpropagation networks were able to classify real and fake money images with 100% acquisition rates. However, when viewed from the MSE value, the LVQ network has a better performance with the supporting MSE value being 0. The test results from the preparation time, the Backpropagation network requires a shorter time compared to the LVQ network.
Implementasi Algoritma K-Nearest Neighbor untuk Melakukan Klasifikasi Produk dari beberapa E-marketplace Sebastian, Danny
Jurnal Teknik Informatika dan Sistem Informasi Vol 5 No 1 (2019): JuTISI
Publisher : Maranatha University Press

Show Abstract | Original Source | Check in Google Scholar | Full PDF (650.088 KB) | DOI: 10.28932/jutisi.v5i1.1581

Abstract

E-marketplace has gained popularity with the Indonesian society resulting in the increment of products offered. Consequently, customers require more effort to search for products. In this study, we classified products from several e-marketplaces. The classification was carried out using TF-IDF method for the weighting, cosine similarity to calculate product similarity distance, and k-nearest neighbor algorithm. Based on the first testing result using 150 product data, the k-nearest neighbor method with k=5 successfully classified 146 data with 4 data classified into the wrong class. This k=5 value gives the best result for this case, with an accuracy of 97.33%. The second testing result using 150 mixed brand product data, the k-nearest neighbor method successfully classified 145 data with 5 data classified into the wrong class. The accuracy of the second testing is 96.67%.
Rancang Bangun Sistem Informasi Geografis Rumah Tidak Layak Huni Sebagai Pendukung Keputusan Kebijakan Di Tingkat Desa Chandra Wibawa, Julian; Hardiyana, Bella
Jurnal Teknik Informatika dan Sistem Informasi Vol 5 No 1 (2019): JuTISI
Publisher : Maranatha University Press

Show Abstract | Original Source | Check in Google Scholar | Full PDF (691.179 KB) | DOI: 10.28932/jutisi.v5i1.1580

Abstract

The implementation of social welfare development programs in developing countries is generally focused on the empowerment program of the poor, which is more nuanced in a participatory approach involving the community, business and government. empowerment is considered appropriate to be one of the policy choices in the development of social welfare today. The development of social welfare based on the principle of empowerment is intended that in the handling of the poor, it must be done through increasing the capacity of human resources to increase independence (Law Number 13 of 2011). Regional development has an impact on national development. Poverty reduction policies realized through community empowerment programs have become the main agenda and prior development in Baleendah Subdistrict, especially Rancamanyar Village. One of the poverty alleviation programs through community empowerment carried out in Rancamanyar Village is the Housing Assistance Program for uninhabitable houses. Various local government efforts to reduce the number of uninhabitable houses are still considered uneven. With the limited management and processing of survey data in the regions, it is one of the factors that do not help the existing policies. With the construction of a geographic information system for uninhabitable homes, one of the efforts that must be taken by the local government in order to support and assist in making decisions for uninhabitable houses is to conduct geographical analysis and mapping of uninhabitable houses in Rancamanyar Village, so that help is not the wrong target.
Portal Transaksi Barang Secara Online Dengan Fitur Penanganan Permintaan Barang Tidak Tersedia Adi Wicaksana, I Ketut; Surjawan, Daniel Jahja
Jurnal Teknik Informatika dan Sistem Informasi Vol 5 No 1 (2019): JuTISI
Publisher : Maranatha University Press

Show Abstract | Original Source | Check in Google Scholar | Full PDF (1680.203 KB) | DOI: 10.28932/jutisi.v5i1.1579

Abstract

In the era of development technology, there are so many people who have not been able to use it. For examples to make a sale and purchase transaction they are using conventional way where the customers must go to the seller's place, but the problem comes when the customers do not get the item they are needed. Another problem is that conventional seller financial statements are still records in a paper that can be lost or scattered, and sometimes customers want to find items that are needed but not in any list of stores that cause wasting customer’s time and energy and ineffective. This research will make a portal that can manage the transaction for sellers and customers. For reporting, a feature will be made that shows the description and availability of stock items, as well as digital financial records for sellers as financial statements. This research is different from other e-commerce webs, where the special feature added is to manage the customer goods request that is not available as a service to ensure customers satisfaction.
Penggunaan TOGAF ADM 9.1 Pada Perancangan Enterprise Architecture Fungsi Layanan Beasiswa Universitas Kristen Maranatha Adrianti, Rina; Ibrahim, Niko
Jurnal Teknik Informatika dan Sistem Informasi Vol 5 No 1 (2019): JuTISI
Publisher : Maranatha University Press

Show Abstract | Original Source | Check in Google Scholar | Full PDF (1019.147 KB) | DOI: 10.28932/jutisi.v5i1.1578

Abstract

In Indonesia, which poverty rates reaching 9.82% in March 2018, education cost is a barrier for sections of societies with low household income. So that the availability of scholarships is a solution. Based on this, Maranatha Christian University provides tuition assistance in the form of scholarships for students with several categories, which are managed by Student Welfare Sector, under the supervision of the Directorate of Student Affairs. The problem in managing the scholarship is that there is no adequate system. The goal is this research is to design a business strategy and information system strategy to achieve harmony based on present and future needs. TOGAF Framework, the enterprise architecture method is chosen to provide an effective and efficient solution from the business architecture phase, information system architecture phase, and technology architecture phase. The result of this research is in the form of TOGAF ADM artifact, as the blueprint architecture and IT development recommendations that are expected to be a guide in the development of scholarship services at Maranatha Christian University.
Perancangan Sistem Pakar Diagnosis Penyakit pada Bayi dengan Metode Forward Chaining Berbasis Android Viviliani, Viviliani; Tanone, Radius
Jurnal Teknik Informatika dan Sistem Informasi Vol 5 No 1 (2019): JuTISI
Publisher : Maranatha University Press

Show Abstract | Original Source | Check in Google Scholar | Full PDF (671.121 KB) | DOI: 10.28932/jutisi.v5i1.1577

Abstract

In infancy, the age of 0-12 months is a very important period in the process of human growth and development. The process of growth and development at this time affects the child's growth and development in the next period and to reduce mortality in infants. Quick and precise information needs from a baby health expert are needed. The method used in making this expert system is forward chaining, where the system is driven by existing facts. These facts are obtained from the patient's physical condition, or referred to as symptoms. With the existence of an android-based expert system, users everywhere can access to the internet and connect. The process of extracting knowledge by means of interviews. Based on the analysis, this expert system has a percentage of program eligibility for use by laymen is 82.7%. Besides that, based on the results of the questionnaire, the ease of the program also gets a large percentage as well
Analisis dan Perancangan Aplikasi Logistik dan Penerapan Metode Operasional Customer Relationship Management (Studi Kasus:Natur Salon & Spa) Anwar, Syafirafitri; J., Meliana Christianti
Jurnal Teknik Informatika dan Sistem Informasi Vol 5 No 1 (2019): JuTISI
Publisher : Maranatha University Press

Show Abstract | Original Source | Check in Google Scholar | Full PDF (1598.699 KB) | DOI: 10.28932/jutisi.v5i1.1589

Abstract

 The purpose of this system development is to help a beauty salon to maintain their loyal customers and new customers do not choose other competitors with the promotion feature, help to keep a record of sales transactions and purchase transaction, help to do a point redeem of member, help to manage treatment and product data,  provide purchase transaction report, and provide a reminder to restock the product which has reached the minimum amount. The application has two users which have a different role to access the application, where Owner role is able to do sales transaction, manage treatment data and sold product data, record purchase of a product, and manage automated promotion system, and cashier role is only able to do sales transaction.
Pemanfaatan WebGIS untuk Pemetaan Wilayah Rawan Longsor Kabupaten Boyolali dengan Metode Skoring dan Pembobotan Sholikhan, Muhammad; Prasetyo, Sri Yulianto Joko; Hartomo, Kristoko Dwi
Jurnal Teknik Informatika dan Sistem Informasi Vol 5 No 1 (2019): JuTISI
Publisher : Maranatha University Press

Show Abstract | Original Source | Check in Google Scholar | Full PDF (1219.786 KB) | DOI: 10.28932/jutisi.v5i1.1588

Abstract

WebGIS is an online-based application of Geographic Information System, this application is a combination of web design and web mapping. WebGIS is mainly used for publishing map-based spatial information. Therefore, the author utilized webGIS, in order to mapping area that prone to landslides by using scoring and weighting methods. Parameters that used in this paper referring to the estimation model by Puslittanak in 2004, the parameters were rainfall, rock type, slope, land use, and type of soil maps. The determination of area prone to landslides was carried out by multiplying score by weight for each parameter, subsequently, the result was added up according to the reference of Puslittanak. The result of this study indicates that there are 4 sub-districts with high disaster-prone level, the sub-districts are Ampel, Cepogo, Musuk, and Selo. The final result of the map processed into a webGIS by applying Google maps service and framework bootstrap; the webGIS can be accessed by internet browser.
Pemodelan Knowledge Dalam Proses Pemberian Beasiswa Bagi Mahasiswa Menggunakan Soft System Methodology (SSM) (Studi Kasus : Fakultas Keguruan dan Ilmu Pendidikan Universitas Pattimura Ambon) Hany Makaruku, Yulian; Sediyono, Eko; Sembiring, Irwan
Jurnal Teknik Informatika dan Sistem Informasi Vol 5 No 1 (2019): JuTISI
Publisher : Maranatha University Press

Show Abstract | Original Source | Check in Google Scholar | Full PDF (544.445 KB) | DOI: 10.28932/jutisi.v5i1.1587

Abstract

The process of scholarship awarding especially for the university students through the sub-section of student affairs is influenced by the students’ background and achievements. The background of the students and the process of scholarship awarding in the sub-section of students affairs have the important role to support students’ achievements and academic finance. The method that used in designing knowledge method to this scholarship awarding is the kualitative method with the soft system methodology approach and the steps that added in accordance with the case study. Knowledge management of FKIP Unpatti Ambon is ecpected to work well if there is an interaction between each component and there is no imbalance of the three components, they are knowledge management plot, appropriate technology, and conducive workplace habits. Knowledge management that is modeled using the SSM approach can provide opportunities to FKIP Unpatti Ambon in catching and analysing the information in the faculties. Faculties can implement it strategically in the form of warehousing,  and decision support system. The establishment of a process for accessing information to all outside societies through the internet, groupware, and group decision support system is very needed, so that the stakeholders in the fakulties are informed properly, informatively and inovatively. This makes the motivation of knowkedge accumulated from organizational experience.

Page 1 of 2 | Total Record : 13