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All Journal IJCCS (Indonesian Journal of Computing and Cybernetics Systems) Jurnal Sosio Ekonomika Bisnis JURNAL SISTEM INFORMASI BISNIS ELKHA : Jurnal Teknik Elektro Jurnal Teknologi Informasi dan Ilmu Komputer Transformasi: Jurnal Pengabdian Masyarakat Indonesian Journal of Artificial Intelligence and Data Mining Riau Journal of Empowerment Jurnal Ilmiah Media Sisfo Eksakta : Berkala Ilmiah Bidang MIPA GERVASI: Jurnal Pengabdian kepada Masyarakat JATI (Jurnal Mahasiswa Teknik Informatika) Infotek : Jurnal Informatika dan Teknologi Jurnal Pengabdian kepada Masyarakat Nusantara Jurnal FASILKOM (teknologi inFormASi dan ILmu KOMputer) JUSTIN (Jurnal Sistem dan Teknologi Informasi) International Journal Software Engineering and Computer Science (IJSECS) Malcom: Indonesian Journal of Machine Learning and Computer Science Prosiding Seminar Nasional Rekayasa Teknologi Industri dan Informasi ReTII J-Icon : Jurnal Komputer dan Informatika Jurnal Pengabdian Masyarakat Pinang Masak Damhil: Jurnal Pengabdian kepada Masyarakat
Tri Suratno
Universitas Jambi
Religion Aerospace Engineering Agriculture, Biological Sciences & Forestry Humanities Astronomy Automotive Engineering Biochemistry, Genetics & Molecular Biology Chemical Engineering, Chemistry & Bioengineering Chemistry Civil Engineering, Building, Construction & Architecture Computer Science & IT Control & Systems Engineering Decision Sciences, Operations Research & Management Earth & Planetary Sciences Economics, Econometrics & Finance Education Electrical & Electronics Engineering Energy Engineering Environmental Science Industrial & Manufacturing Engineering Languange, Linguistic, Communication & Media Materials Science & Nanotechnology Mathematics Mechanical Engineering Physics Social Sciences Transportation Other

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Web Usage Mining, Pattern Discovery dan Log File Suratno, Tri; Prahasto, Toni; Rochim, Adian Fatchur
JSINBIS (Jurnal Sistem Informasi Bisnis) Vol 1, No 2 (2011): Volume 1 Nomor 2 Tahun 2011
Publisher : Universitas Diponegoro

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (635.627 KB) | DOI: 10.21456/vol1iss2pp93-98

Abstract

Analysis  of  data  to  access  the  server  can  provide  significant  and  useful  information  for  performance  improvement,  restructuring  andimproving the effectiveness of a web site. Data mining is one of the most effective way to detect a series of patterns of information from large amounts of data. Application of  data mining  on  Internet use  called web  mining  is a set of  data mining  techniques  are  used  for the web. Web mining technologies and data mining is a combination of web, which is the integration of technology resources extracted from the  information  world wide web  as  the  implications  of the  web  resources  of interest to  know the  value  of the  model extraction Potentialuse of  data mining  algorithms  over  a variety  of  observational  data for  identify  patterns  of  web resources. Target analysis of web mining is the data from the web, such as data visitors access, web page structure, and format web pages.  Target analysis of the study is that web mining  web  usage  mining  using  association  rules  on  the  website  www.faperta.unja.ac.id  obtained  from  the  log  file  that  is  used  to discover the navigation patterns, and discover the rules of the association between a combination of items.  To  determine the pattern ofvisits  in  a  web,  and  to  identify  what  pages  are frequented by  visitors  of  a  website,  which  can  be used  to  improve  website design  andrecommend the display, as well as the links are often used by visitors, so the quality of services from website www.faperta.unja.ac.id can be provided effectively and efficiently.Keywords : Web Mining; Web usage mining; Data mining; Log file; Website; World wide web
Analisis, Desain dan Rancang Bangun Sistem Informasi Akademik Mobile Berbasis Android Setiawan, Dedy; Suratno, Tri; Lutfi, Lutfi
ELKHA : Jurnal Teknik Elektro Vol. 10 No. 2, October 2018
Publisher : Faculty of Engineering, Universitas Tanjungpura

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.26418/elkha.v10i2.28272

Abstract

Abstract The purpose of this study was to analyze and to design an Android-based academic information system at Jambi University. This information system would be able to help the activities of the civitas academica at Jambi University. This information system has important facilities in the form of course contract features, view study results, input courses, input grades, lecture schedules and class schedule information. When developed this system, researcher used the Java programming language, where Java programming is used to build android-based applications, while for this database information system used MySQL. Analysis method and system design in this research used the Waterfall method. The Waterfall method has several stages: Analysis, System Design, Implementation, Integration, Operation and Maintenance. In the process of data collection, researcher used methods of observation, interview and literature studies. The output of this research is an Android-based academic information system. Keyword - Academic Information System, Android, Waterfall
Identification of Incung Characters (Kerinci) to Latin Characters Using Convolutional Neural Network Tesa Ananda Putri; Tri Suratno; Ulfa Khaira
IJCCS (Indonesian Journal of Computing and Cybernetics Systems) Vol 16, No 2 (2022): April
Publisher : IndoCEISS in colaboration with Universitas Gadjah Mada, Indonesia.

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.22146/ijccs.70939

Abstract

Incung script is a legacy of the Kerinci tribe located in Kerinci Regency, Jambi Province. On October 17, 2014, the Incung script was designated by the Ministry of Education and Culture as an intangible heritage property owned by Jambi Province. But in reality, the Incung script is almost extinct in society. This study aims to identify the characters of the Incung (Kerinci) script with the output in the form of Latin characters from the Incung script. The classification method used is the Convolutional Neural Network (CNN) method. The dataset used as many as 1400 incung character images divided into 28 classes. In this study, an experiment was conducted to obtain the most optimal model. Showing the results using the CNN method during the training process that the accuracy of the training data reaches 99% and the accuracy of the testing data reaches 91% by using the optimal hyperparameters from the tests that have been done, namely batch size 32, epoch 100, and Adam's optimizer. It evaluates the CNN model using 80 images in words (a combination of several characters) with 4 test scenarios. It shows that the model can recognize image data from scanning printed books, digital writing test data, test data with images containing more than two characters, and check images with different font sizes
Pembuatan sistem informasi geografis dan virtual tour ruang terbuka hijau Kota Jambi sebagai media promosi wisata Ulfa Khaira; Tri Suratno; Reni Aryani; Edi Saputra; Mauladi Mauladi
Transformasi: Jurnal Pengabdian Masyarakat Vol. 17 No. 1 (2021): Transformasi Juni
Publisher : LP2M Universitas Islam Negeri Mataram

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.20414/transformasi.v17i1.2777

Abstract

[Bahasa]: Pandemi Covid-19 bukan halangan untuk melakukan kegiatan wisata. Wisata di dalam kota merupakan pilihan yang tepat di masa pendemi seperti ini. Pemerintah Kota Jambi telah banyak membangun ruang terbuka hijau (RTH) dengan fasilitas rekreasi dan olahraga yang lengkap, namun RTH ini belum dimanfaatkan secara maksimal oleh masyarakat. Hal ini disebabkan oleh kurangnya promosi yang menyebabkan masih banyak masyarakat belum mengetahui keberadaan dan fasilitas yang disediakan RTH. Kegiatan pengabdian kepada masyarakat (PPM) ini bertujuan untuk membangun Sistem Informasi Geografis Ruang Terbuka Hijau berbasis web yang dilengkapi dengan virtual tour yang menampilkan simulasi panorama dari lokasi RTH. Pembangunan sistem ini menggunakan metode prototyping. Metode ini sangat cocok digunakan untuk sistem skala kecil dan bersifat customize yang diciptakan berdasarkan permintaan dan kebutuhan tertentu. Pengembangan sistem menggunakan bahasa pemrograman PHP, framework Laravel, dan Database Management System (DBMS) MySQL. Beberapa fitur yang berhasil dikembangkan antara lain pencarian taman, pencarian event, virtual tour, dan partisipasi masyarakat. Hasil dari kegiatan PPM ini adalah pihak Dinas Lingkungan Hidup (DLH) dapat dengan mudah menyebarkan informasi-informasi terkait RTH dan memudahkan pengunjung dalam mencari lokasi RTH dan petunjuk arah yang terintegrasi dengan google maps. Pengujian sistem dilakukan menggunakan metode black box. Hasil pengujian menunjukan bahwa sistem informasi yang dibangun telah berhasil berjalan sesuai fungsinya. Kata Kunci: Ruang Terbuka Hijau (RTH), sistem informasi geografis, virtual tour [English]: Covid-19 pandemic is not a barrier to travel. Travelling in the city is a right choice during this time of pandemic. Jambi local government has provided manynew green open spaces with complete recreational and sports facilities. Unfortunately, the use of the public facilities is still not optimal due to lack of promotion. This community service program aims to develop a web-based geographical information system equipped with a virtual tour that displays a panoramic simulation of the green open space locations. The development of this system used a prototyping method. This method is very suitable for small-scale and customized systems based on certain requests and needs. The system development utilized PHP programming language, Laravel framework, and MySQL Database Management System (DBMS). Some of the features that have been successfully developed including park search, event search, virtual tours, and community participation. The result of this program is that local environment agency can easily disseminate information related to green open spaces and facilitate visitors in finding locations and directions integrated with google maps. A test of the system was carried out using the black box method. The results show that the developed information system has run successfully and properly. Keywords: Green Open Space, Geographic Information System, virtual tour
Optimization of Genetic Algorithm for Implementation Designing and Modeling in Academic Scheduling Tri Suratno; Niken Rarasati; Gusmanely Z`
EKSAKTA: Berkala Ilmiah Bidang MIPA Vol. 20 No. 1 (2019): Eksakta : Berkala Ilmiah Bidang MIPA (E-ISSN : 2549-7464)
Publisher : Faculty of Mathematics and Natural Sciences (FMIPA), Universitas Negeri Padang, Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (516.887 KB) | DOI: 10.24036/eksakta/vol20-iss1/166

Abstract

This research was investigated using the Genetic Algebra Method for scheduling lectures and practicums. Genetic algorithms are used to solve problems that are modeled according to evolutionary principles in biological sciences. The application of the Genetic Algebraic Method for Scheduling Lectures and Practices is expected to be further developed into a computerized system that can replace the manual lecture scheduling and practicum methods so that it can produce a more accurate schedule with existing rules in a shorter time. The results of the use of the genetic algorithm method are obtained from the results of the data which are fixed scheduling lecture data and can be recommended for lectures according to the lecture schedule obtained from the results of generating genetic algorithms.
Pembuatan sistem informasi inventarisasi tanaman berbasis QR code untuk identifikasi tanaman Taman Hutan Kota HM Sabki Kota Jambi Ulfa Khaira; Tri Suratno; Mauladi Mauladi; Reni Aryani; Edi Saputra
Riau Journal of Empowerment Vol 3 No 2 (2020)
Publisher : Lembaga Penelitian dan Pengabdian kepada Masyarakat Universitas Riau

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31258/raje.3.2.69-78

Abstract

The Urban Forest of HM Sabki has great potential as a tourist destination, not only as a recreation area but also as a center for research and plant conservation. For this reason, the Urban Forest of HM Sabki is expected to be able to provide adequate information about its plants. This community service program creates a plant inventory information system and QR code as a marker of plants that can be scanned using a smartphone. This technology enables visitors to access detailed information about plants. QR code is a printed 2-dimensional image code that can store data. This technology can display information about plants that have been previously entered by the manager into the plant inventory information system. Through this application, the Urban Forest management can easily manage all information about plants.
Sentiment Analysis Of Cyberbullying On Twitter Using SentiStrength Ulfa Khaira; Ragil Johanda; Pradita Eko Prasetyo Utomo; Tri Suratno
Indonesian Journal of Artificial Intelligence and Data Mining Vol 3, No 1 (2020): March 2020
Publisher : Universitas Islam Negeri Sultan Syarif Kasim Riau

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.24014/ijaidm.v3i1.9145

Abstract

Cyberbullying is a form of bullying that takes place across virtually every social media platform. Twitter is a form of social media that allows users to exchange information. Bullying has been a growing problem on Twitter over the past few years. Sentiment analysis is done to identify the element of bullying in a tweet. Sentiments are divided into 3 classes, namely Bullying, Non-Bullying and neutral. There are three steps to classify cyberbullying i.e. collection of data set, preprocessing data, and classification process. This research used sentiStrength, an algorithm which uses a lexicon based approach. This SentiStrength lexicon contains the weight of its sentiment strength. The assessment results from 454 tweets data obtained 161 tweet non-bullying (35.4%), 87 tweet neutral (19.1%), and 206 tweet bullying (45.4%). This research produces an accuracy value of 60.5%.
Implementasi Sistem Informasi Manajemen Arsip Di Fakultas Sains dan Teknologi Universitas Jambi Reni Aryani; Tri Suratno; Mauladi Mauladi; Pradita Eko Prasetyo Utomo
Jurnal Ilmiah Media Sisfo Vol 13 No 2 (2019): Jurnal Ilmiah Media Sisfo
Publisher : LPPM STIKOM Dinamika Bangsa

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (799.991 KB) | DOI: 10.33998/mediasisfo.2019.13.2.713

Abstract

Fakultas Sains dan Teknologi Universitas Jambi sebagai institusi yang bergerak dibidang pendidikan, saat ini telah mengunakan teknologi komputer dalam pengelolaan dokumennya. Akan tetapi teknologi tersebut belum digunakan secara optimal. Hal ini terlihat dari cara penyimpanan arsip dokumen fakultas yang masih dilakukan secara manual oleh staff tenaga kependidikan. Di Fakultas Sains dan Teknologi, dokumen disimpan dalam lemari arsip dan atau di dalam folder komputer yang dipisahkan berdasarkan jenis dokumen. Akibatnya terdapat kendala dalam pengaksesan dokumen, dimana staff tenaga kependidikan harus terlebih dahulu membongkar folder arsip untuk mencari dokumen yang dibutuhkan. Selain itu dokumen arsip berupa kertas menumpuk di ruangan, yang lama kelamaan akan membutuhkan ruang yang banyak. Untuk mengatasi masalah tersebut maka solusi yang dilakukan adalah dengan pengembangan sistem informasi manajemen arsip berbasis web. Sistem informasi manajemen arsip ini dikembangkan dengan menggunakan framework laravel dengan metode pengembangan software development life cycle (SDLC). Hasil yang diperoleh dari kegiatan pengembangan sistem ini adalah sebuah sistem informasi manajemen arsip Fakultas Sains dan Teknologi yang dapat diakses pada https://arsip.fst.unja.ac.id untuk digunakan secara langsung dalam penyimpanan data atau dokumen, serta dapat meningkatkan efektifitas dalam pengolahan dokumen
Implementasi Sistem Informasi Manajemen Arsip Di Fakultas Sains dan Teknologi Universitas Jambi Reni Aryani; Tri Suratno; Mauladi Mauladi; Pradita Eko Prasetyo Utomo
Jurnal Ilmiah Media Sisfo Vol 13 No 2 (2019): Jurnal Ilmiah Media Sisfo
Publisher : LPPM Universitas Dinamika Bangsa

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.33998/mediasisfo.2019.13.2.713

Abstract

Fakultas Sains dan Teknologi Universitas Jambi sebagai institusi yang bergerak dibidang pendidikan, saat ini telah mengunakan teknologi komputer dalam pengelolaan dokumennya. Akan tetapi teknologi tersebut belum digunakan secara optimal. Hal ini terlihat dari cara penyimpanan arsip dokumen fakultas yang masih dilakukan secara manual oleh staff tenaga kependidikan. Di Fakultas Sains dan Teknologi, dokumen disimpan dalam lemari arsip dan atau di dalam folder komputer yang dipisahkan berdasarkan jenis dokumen. Akibatnya terdapat kendala dalam pengaksesan dokumen, dimana staff tenaga kependidikan harus terlebih dahulu membongkar folder arsip untuk mencari dokumen yang dibutuhkan. Selain itu dokumen arsip berupa kertas menumpuk di ruangan, yang lama kelamaan akan membutuhkan ruang yang banyak. Untuk mengatasi masalah tersebut maka solusi yang dilakukan adalah dengan pengembangan sistem informasi manajemen arsip berbasis web. Sistem informasi manajemen arsip ini dikembangkan dengan menggunakan framework laravel dengan metode pengembangan software development life cycle (SDLC). Hasil yang diperoleh dari kegiatan pengembangan sistem ini adalah sebuah sistem informasi manajemen arsip Fakultas Sains dan Teknologi yang dapat diakses pada https://arsip.fst.unja.ac.id untuk digunakan secara langsung dalam penyimpanan data atau dokumen, serta dapat meningkatkan efektifitas dalam pengolahan dokumen
Analisis Sentiment Kuliah Daring Di Media Sosial Twitter Selama Pandemi Covid-19 Menggunakan Algoritma Sentistrength: Online Lecture Sentiment Analisys On Twitter Social Media During The Covid-19 Pandamic Using Sentistrength Algorithm Reza Wahyu Hardian; Pradita Eko Prasetyo; Ulfa Khaira; Tri Suratno
MALCOM: Indonesian Journal of Machine Learning and Computer Science Vol. 1 No. 2 (2021): MALCOM October 2021
Publisher : Institut Riset dan Publikasi Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (605.908 KB) | DOI: 10.57152/malcom.v1i2.15

Abstract

Analisys sentiment adalah suatu bentuk kegiatan yang digunakan untuk menganalisis opini masyarakat tentang suatu kejadian seperti kuliah daring selama pandemi Covid-19 melalui salah satu media sosial Twitter. Kuliah daring adalah suatu sistem pembelajaran yang dilakukan dengan membutuhkan internet dalam proses belajar- mengajar. Sedangkan Twitter adalah suatu platform microblogging yang digunakan untuk menulis suatu opini atau pendapat tentang suatu peristiwa. Metode SentiStrenth merupakan salah satu metode yang dapat digunakan untuk melakukan analisis sentiment terhadap kebijakan Kuliah Daring yang digunakan untuk mengklasifikasi suatu tweet berdasarkan tingkat emosinya. Hasil proses analisis sentiment menggunakan sentistrength berdasarkan opini masyarakat dalam hal ini pengguna Twitter terhadap kebijakan kuliah daring menghasilkan nilai netral dengan persentase 54%, dan tingkat akurasi 85%, serta tingkat kesalahan 15%.
Co-Authors Abidin, Zainil Adelia Adelia, Adelia Adian Fatchur Rochim Ahmad Saparudin Aldy Nifratama Aprollita, Aprollita Arsa, Daniel Aryani, Reni Benedika Ferdian Hutabarat Benedika Ferdian Hutabarat Bisma Aulia Daniel Arsa Dawam Suprayogi Dedi Iskandar Dedy Setiawan Denny Denmar Desi Musfiroh Dewa, Raldi Fitra Dewi Lestari Dewi Susanti EDI SAPUTRA Edi Saputra Edi Saputra Fendria Sativa, Fendria Gitareswara, Diva Ayu Jayawarsa, A.A. Ketut Jumadi Awal, Jumadi Khaira, Ulfa Listiani Safitri, Devi Mauladi Mauladi Mauladi Mauladi Mauladi Mauladi Mohamad Ilham mutia fadhila putri, mutia fadhila Niken Rarasati Norman Syarief Noverina, Yolla Novita Sari Pakpahan, Farida Manin Pamungkas, Kodrat Pradita Eko Prasetyo Prihatin, Ana Puja Priyanto Priyanto Ragil Johanda Ratnawati Siata, Ratnawati Razi A, Muhammad Reza Wahyu Hardian Sari Novita, Sari Simanjuntak, Sthela Elisa Sulistiawati Sulistiawati Syamsul Arifin Tesa Ananda Putri Toni Prahasto Ulfa Khaira, Ulfa Utomo, Pradita Eko Prasetyo Yolla Noverina Yuliana Putri, Dina Zainil Abidin