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All Journal IJCCS (Indonesian Journal of Computing and Cybernetics Systems) Jurnal Ilmiah Sinus Jurnal TIKOMSIN (Teknologi Informasi dan Komunikasi Sinar Nusantara) Jurnal Data Mining dan Sistem Informasi Malcom: Indonesian Journal of Machine Learning and Computer Science Biner : Jurnal Ilmiah Informatika dan Komputer Surakarta English and Literature Journal Jurnal Pengabdian Masyarakat Ilmu Komputer Journal of Information Technology, Computer Engineering and Artificial Intelligence (ITCEA)

Teguh Susyanto

STMIK Sinar Nusantara Surakarta

Author-ID : 1122028

Humanities Computer Science & IT Control & Systems Engineering Decision Sciences, Operations Research & Management Education Environmental Science Languange, Linguistic, Communication & Media Social Sciences

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SISTEM MONITORING MOBIL RENTAL MENGGUNAKAN GPS TRACKER Dedie Citra Mahendra; Teguh Susyanto; Sri Siswanti
Jurnal Ilmiah SINUS Vol 16, No 2 (2018): Juli 2018
Publisher : STMIK Sinar Nusantara

Currently car rental business is a business that promises many benefits. The number of car rental service customers each year is increasing, this is seen from the number of car rental businessmen increasingly from year to year. But behind the business profits are quite tempting there have been many complaints in the car rental business is the crime of theft. There have been many tools or ways taken to overcome the crime of car theft, but not many can be the right solution. Making this monitoring application aims to implement a GPS Tracking based security system in which the monitor can display the status and location of the existence of the car that has been hired.The method used is object-oriented software engineering including data types, data retrieval methods, system analysis, system design, system development, and testing. The end result of this research is a tool and monitoring application system capable of displaying icon maker according to the existence of the car and can display notification or alert. The tool used is Arduino Uno with some modules like GPS Module to capture coordinates and GPRS Module to send data to the database server.To view using the web with the monitoring map and alert system. Alert system will automatically process the data into the database, if the lease time exceeds the limit of rent then the alert will process the distance data between a rental car with garage. If the distance exceeds 4 km then the system will display alert/notification. Then the admin can also track the existence of the car. The functional test result of the system works well, the result of the validity test of the system provides valid data with 0.0002 tolerance average, and the result of the feasibility test of the system can be declared eligible for use.

Sistem Pendukung Keputusan Beasiswa Diklat dengan Fuzzy Multiple Attribute Decission Making (MADM) Tri Handayani, Wawan Laksito Yuly Saptomo, Teguh Susyanto
Jurnal Ilmiah SINUS Vol 11, No 2 (2013): Juli 2013
Publisher : STMIK Sinar Nusantara

The scholarship is to assist students in taking their studies. The process of building decision support system using the method of training scholarships Fuzzy MADM (Multiple Attribute Making Decission) Simple Addictive Weighting method (SAW). Fuzzy MADM is used to find an alternative from a number of alternatives with certain criteria. Research carried out by finding the weights for each attribute, then performed to determine the process of ranking the alternatives given. This research method is done through observation, interviews, documentation and literature. The system design is made with Contex Diagrams, HIPO, DFD, ERD, relations between tables and database design. The process of determining scholarship with Fuzzy MADM can speed up the process of ranking, reduce errors determining scholarship recipients, and help the team selectors in determining scholarship recipients. Keywords: Scholarship, Fuzzy MADM, SAW, Criteria.

Seleksi Penerima Bantuan Pangan Non Tunai di Desa Menggunakan Metode Naïve Bayes dan Simple Additive Weighting Nurul Huda; Muhammad Hasbi; Teguh Susyanto
Jurnal Ilmiah SINUS Vol 19, No 1 (2021): Vol. 19 No. 1, Januari 2021
Publisher : STMIK Sinar Nusantara

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.30646/sinus.v19i1.525

Poverty is one of the problems experienced by some developing countries, including Indonesia. There are many ways to mitigate poverty, for example, Indonesian government policy overcome this situation by Non-Cash Food Aid Program (BPNT). The electoral candidate for BPNT in the rural area is carried out by Poverty Reduction Team (SATGASKIN). To avoid uneven and untargeted assistance with the process, a system is capable for addressing the matter. The selection methods in this research were Naive Bayes and Simple additive weighting. The purpose of this research was to design and build an application that provided convenience to SATGASKIN in determining the eligibility of prospective beneficiaries and prioritizing beneficiaries. As a result of the study, the system can be used by SATGASKIN to help determining the recipients’ eligibility with 85% accuracy value, 85.71% Precision, and 92.31% Recall. Naive Bayes and Simple Additive Weighting (SAW) methods reached 100% according to the results by manual calculations.

Menggambar Garis dan Lingkaran dengan Algoritma Bresenham teguh susyanto
Jurnal Ilmiah SINUS Vol 8, No 2 (2010): Juli 2010
Publisher : STMIK Sinar Nusantara

In computer graphics, graphic depiction of the complex forms is actually composed of a group of primitive objects in an image area, so that the whole will form a particular object. Depictions of these objects are actually a primitive generating clusters of adjacent pixel color according to the form object to be depicted. The forms of the simplest object that can underlie complex graphical form is an object lines and circles. There are several famous primitive methods for drawing lines and circles that is using either the Digital Differential Analyzer (DDA) or Bresenham algorithms. In this paper the author tries to present the implementation of Bresenham's method to draw the line and circle with Delphi.Key words: line, circle, Bresenhams Algorithms

Webmail Server untuk Keperluan Perkantoran Sederhana dan Rumah Tangga Sri Tomo, Teguh Susyanto
Jurnal Ilmiah SINUS Vol 6, No 1 (2008): Maret 2008
Publisher : STMIK Sinar Nusantara

Untuk dapat memberikan layanan elektronik mail (e-mail) diperlukan server Mail, satu diantaranya adalah qmail. Mail transfer agent qmail terdiri dari beberapa program yang menjalankan fungsi yang berbeda dan dijalankan oleh beberapa user yang berbeda. Mail transfer agent qmail mendukung format penyimpanan dalam format Mailbox maupun Maildir. Squirrelmail merupakan paket program aplikasi pendukung mail transfer agent qmail dengan antar muka web.

IMPLEMENTASI DAN ANALISIS ALGORITMA STEMMING NAZIEF & ADRIANI DAN PORTER PADA DOKUMEN BERBAHASA INDONESIA Dwi Wahyudi; Teguh Susyanto; Didik Nugroho
Jurnal Ilmiah SINUS Vol 15, No 2 (2017): Juli 2017
Publisher : STMIK Sinar Nusantara

Stemming is a process to return a derivative word into its root word by eliminating the affixes. This is necessary to support a better information retrieval system. Some research on stemming algorithm, including algorithm Nazief & Adriani and Porter. Each stemmer has advantages and disadvantages of each. The purpose of this study is to compare the two stemmers, so it is known which algorithm is better to support information retrieval system. This research mostly applied literature study with reference to research conducted by Asian Jelita and Fadillah Z Tala. Test documents obtained from online news sites (detik.com). The process of analysis is done by calculating the number of correct results and experiencing stemming errors (over stemming, under stemming, unchanged, spelling exception), then comparing the result and time of the process, so it will be known which stemmer is better to support information retrieval system.

Analisis Kualitas Website E-Learning Universitas dengan Metode WebQual 4.0 dan Importance Performance Analysis Rio Handika; Muhammad Hasbi; Teguh Susyanto
Jurnal Ilmiah SINUS Vol 20, No 2 (2022): Vol. 20 No. 2 Juli 2022
Publisher : STMIK Sinar Nusantara

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.30646/sinus.v20i2.618

E-learning services are currently needed to support learning activities. Since the coronavirus pandemic, the existence of e-learning is very important for online learning activities. This e-learning service is to facilitate for college who must be learned from home. This makes e-learning need to be measured its effectiveness. The purpose of this research is to analyze the quality of the e-learning website at University using the WebQual 4.0 and the Importance Performance Analysis to find out the gaps and what parts should be prioritized for improvement for better e-learning quality. The variables used are usability, information quality, and service interaction quality. The results of this research are based on the achievement value, the quality of usability variable is 80% (very good), information quality is 80% (very good) and service interaction is 79% (good). Gap analysis produces an overall gap value of (- 0.30) which means that the quality of e-learning is not in accordance with user expectations. From quadrant analysis, it is found that the indicators regarding interaction with the website are obvious and easy to understand, the website appearance is attractive, and security of user's private information is included in quadrant I, which means that these indicators are the first priority for improvement of the e-learning website of University.

SISTEM PENUNJANG KEPUTUSAN PENERIMAAN SISWA BARU BERPRESTASI DI SMP IT SURAKARTA MENGGUNAKAN METODE NEAREST NEIGHBOR DAN SIMPLE ADDAPTIVE WEIGHTING Andika Ardiansyah; Muhammad Hasbi; Teguh Susyanto
Jurnal Teknologi Informasi dan Komunikasi (TIKomSiN) Vol 10, No 2 (2022): Jurnal TIKomSiN, Vol. 10, N0. 2, Oktober 2022
Publisher : STMIK Sinar Nusantara

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.30646/tikomsin.v10i2.658

SMP IT Nur Hidayah Surakarta, was established in 2004/2005 academic year. SMP IT Nur Hidayah has been graduated 3 generation of graduation, on the academic year of 2006/2007, 2007/2008 and 2008/2009. In the new student admission program there is an acceptance limit for students who are eligible for scholarships. The criteria used in the selection process include: average grades of report cards, written tests, parents' income and achievements. In decision new students, the school wants quality selection results by predicting new prospective students and then decide new students. The purpose of this study was to design a decision support system for new students using the Nearest Neighbor (NN) and Simple Additive Weighting (SAW) methods. This method was chosen because it is able to carry out a prediction process and a ranking process to determine the best alternative. The technique used in this research is observation, interview and literature study. In the design of this system is made with Context Diagram, HIPO, DAD, relations between tables and database design. The application is made using the PHP programming language and the database uses My SQL. The final results are in the form of student data reports, prediction reports, selection reports and reports on the best selection results. System testing is done by testing the functionality which shows the accepted results and the validity test which shows the valid results. The results of system testing with the MAPE test showed an accuracy of 88.7%.

PENERAPAN IMAGE RECOGNITION DALAM PENGENALAN OBJEK MENGGUNAKAN MODEL RESNET-50 Budi Hartanto; Teguh Susyanto
Biner : Jurnal Ilmiah Informatika dan Komputer Vol 2 No 2 (2023): Juli
Publisher : Program Studi Teknik Informatika, Fakultas Teknik dan Ilmu Komputer, Universitas Sains Al-Qur'an

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

Artificial intelligence atau kecerdasan buatan merupakan suatu kemampuan sistem untuk mengimpretasikan suatu data eksternal secara benar. Teknik Artificial intelegence (AI) menggunakan data dalam jumlah yang besar untuk membuat mesin atau sistem menjadi semakin cerdas yang bisa menangani tugas-tugas yang membutuhkan kecerdasan manusia. Pada penelitian ini mengungkapkan bahwa dengan menerapkan model deep learning menggunakan Model ResNet 50 dapat mengenali objek gambar dengan prediksi yang sangat baik. Metode dalam penelitian ini menggunakan metode kuantitatif. Tujuan dari penelitian ini yaitu dengan menerapkan model Convolutional Neural Network atau CNN maka model untuk prediksi berdasarkan data citra dapat bekerja secara baik. Hasil akurasi dalam model ResNet50 dalam melakukan prediksi foto objek didapatkan angka 97%, sehingga model ini sudah layak untuk dikembangkan atau dilakukan transfer learning agar hasil akurasi menjadi lebih baik dan sesuai dengan konfigurasi atau objek yang akan dilakukan training atau pelatihan data.

PENERAPAN METODE ANALYTICAL HIERARCHY PROCESS PADA SISTEM PENDUKUNG KEPUTUSAN PEMILIHAN JENIS PRODUK SOUVENIR PERNIKAHAN YANG DIMINATI KONSUMEN BERBASIS WEB DI UMKM TAZKIYA SOUVENIR Asqarini, Putu Luvi; Kustanto, Kustanto; Susyanto, Teguh
Jurnal Teknologi Informasi dan Komunikasi (TIKomSiN) Vol 12, No 1 (2024): Jurnal TIKomSiN Vol 12, No. 1 April 2024
Publisher : STMIK Sinar Nusantara

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.30646/tikomsin.v12i1.817

ABSTRACTTazkiya Souvenir is a wedding souvenir manufacturer that produces various kinds of wedding souvenir products. The purpose of this research is to develop a long process with the help of a decision support system to determine the selection of souvenir products to be purchased, with the results adjusted based on the number of criteria and ranking arrangements from the highest to the lowest. . This study uses the Analytical Hierarchy Process (AHP) method because this method determines the level of importance of each criterion and is followed by a final ranking process. The result of this research is the creation of a decision support system application that can help the process of selecting the type of wedding souvenir product that suits consumer interests based on the highest value ranking results. Based on the calculation process using the Analytical Hierarchy Process method, the first place is Wallet Fold (0.325), the second place is occupied by a Fan (0.304), the third place is a Blacu Bag (0.213) and in the last position is a Pouch (0.156). Tests in this study use functionality testing which is useful for knowing the software can function properly and the system is as expected. Then a validity test was carried out using the McCall method to get a calculation result of 77.8% which is included in the good category. Keywords: Decision Support System, Wedding Souvenir, AHP

Co-Authors Agus Dimyati Masykur Ainurrofiq Alfaiz Al Fiyan Nizaela F Albert Christie Giovani Alfian Syaifudin Ambar Widayanti Ananda, Angelica Terry Andika Ardiansyah Arief Gilang Ramadhan Asqarini, Putu Luvi Baktiar Setiyaji Bebas Widada Bidari Ayu Lestari Budi Hartanto Budi Hartanto Dedie Citra Mahendra Denny Andrianto C.W Didik Nugroho Dwi Agustina Martuti Dwi Remawati Dwi Wahyudi Frandita Agustino Ardiartoro Hendro Wijayanto Herlinda, Shafira Nur Hermawan, Dhian Dwi Ignatius Bagas Ristanto Intan Puspita Sari Iwan Ady Prabowo Khabib Mustofa Kirana Wardana, Adam Candra Kustanto, Kustanto Muhammad Hasbi Muhammad Hasbi Nurma Agus Sari Nurul Huda Raharja, Bayu Dwi Retno Tri Vulandari Rio Handika Riski Lunika Parmawati Satria Yuda Prasetyo Setiyowati Sri Harjanto Sri Siswanti Sri Tomo Suryanti Galuh Pravitasari Tiyan Ganang Wicaksono Tri Handayani Tri Irawati, Tri Waskitho, Anggit Widhi Wawan Laksito YS Wawan Laksito Yuli Saptomo Wawan Laksito Yuly Saptomo Widada, Bebas Wijayanto, Hendro Yogyas T Arumoadi Yunanta, Raymundus Erik Chandra Yustina Retno Wahyu Utami Yustina Retno Wahyu Utami Yustina Retno WU Zenna Atmaja

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