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FIKOM UNISAN Jl. Drs. Achmad Nadjamuddin No.17, Dulalowo Tim., Kota Tengah, Kota Gorontalo Gorontalo 96135
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Jurnal Ilmiah Ilmu Komputer Banthayo Lo Komputer (BALOK)
Published by Universitas Ichsan Gorontalo
ISSN : 28284666     EISSN : 28279425     DOI : https://doi.org/10.37195/balok.v1i1
Core Subject : Science,
Computer Science & IT
JOURNAL ILMIAH (Banthayo Lo Komputer) BALOK encompasses all aspects of the latest outstanding research and developments in the field of computer science including; Artificial Intelligence, Software Enginering, Data Mining, Computer Networks, Internet of Things,
Arjuna Subject : Ilmu Komputer (semua kategori) - Kecerdasan Buatan
Articles 77 Documents
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Sistem Kendali Pemberian Pakan Ayam Broiler Otomatis Berbasis Mikrokontroler Tongkonoo, Agustian; Salihi, Irvan Abraham; Taliki, Sunarto
Jurnal Ilmiah Ilmu Komputer Banthayo Lo Komputer Vol 2 No 2 (2023): November 2023
Publisher : Teknik Informatika Fakultas Ilmu Komputer Universitas Ichsan Gorontalo

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.37195/balok.v2i2.180

Abstract

ABSTRACT ; A control system is a system that produces a certain value as its output through controlling or changing the provisions of the system input. Feeding is an important element in determining the level of broiler production. Likewise, there is one farmer in Bilungala Village, Bone Pantai Subdistrict producing broiler chickens. Feeding chickens can be made easier by using a mechanical device controlled by equipment. This system uses a microcontroller connected to an Arduino and a timer for feeding chickens with a Real-Time Clock (RTC). This automatic tool has two parts, namely, the main container serves as a place to store food reserves and the second container as a place to feed the chickens. The Real-Time Clock functions to regulate the feeding hours of broilers. A Solenoid Valve functions as a faucet for feeding the broilers carried out from 07.00 through 17.00. It is for the morning, noon, and evening feedings regulated by the Real-Time Clock (RTC).Keywords: control system, chicken feeding, automatic, RTC (Real Time Clock), Solenoid Valve  
Klasifikasi Klasifikasi Jenis Buah Tomat Menggunakan Convolutional Neural Network Ahmad; Idris, Irma Surya Kumala; Bode, Andi
Jurnal Ilmiah Ilmu Komputer Banthayo Lo Komputer Vol 2 No 2 (2023): November 2023
Publisher : Teknik Informatika Fakultas Ilmu Komputer Universitas Ichsan Gorontalo

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.37195/balok.v2i2.617

Abstract

Abstrac ; Some Indonesian people utilize food sources evenly. Tomatoes are known to have very good nutritional content so people can consume them every day. Many species/types of tomatoes have high similarity so it is difficult to distinguish them. Tomato fruit type recognition in this study employs Convolutional Neural Network. The stages of the method used are feature learning and classification. To classify tomato fruit types, the CNN network is trained with image training data. The training process is carried out by looking for a form of model that is following the data to be processed to get the best results. It is also used in the argumentation process on training and validation data so that overfitting does not occur in the CNN network. The experimental results show that the convolutional Neural Network method can recognize tomato types with an accuracy rate of 96.6%, recall of 100%, precision of 96.6%, and an F-1 Score of 96.28% of 30 images using Confusion Matrix testing.   Keywords: classification, tomato fruit type, Convolutional Neural Network
Analisi Efektivitas Pembelajaran Daring Spada Unisan Dengan Menggunakan Metode System Usability Scale damopolii, muhlis; Lasulika, Mohamad Efendi; Mustofa, Yasil Aril
Jurnal Ilmiah Ilmu Komputer Banthayo Lo Komputer Vol 2 No 2 (2023): November 2023
Publisher : Teknik Informatika Fakultas Ilmu Komputer Universitas Ichsan Gorontalo

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.37195/balok.v2i2.627

Abstract

 ABSTRACT ; Online learning is distance learning that is conducted indirectly or through face- to-face communication by video conferencing, uploading, and downloading materials and assignments via the internet. It is not new. It has been widely applied in high schools and universities but is ineffective due to the lack of facilities. It occurs in universities between students and lecturers. To make students and lecturers understand online learning, Universitas Ichsan Gorontalo, especially the Informatics Engineering Study Program, has carried out an online learning system using an application, commonly called SPADA UNISAN. It is provided to meet the needs of the teaching and learning process between students and lecturers to be more flexible, efficient, measurable, and enjoyable. The results of the analysis of online learning using the method of System Usability Scale) indicate that the results of the assessment given to 114 respondents obtain a score of 45%. with the Acceptability Ranges version obtains “Not Acceptable”. The grade scale results in terms of the level of user acceptance are included in the Poor Category, and the score obtained is above the average score. It means that this system cannot be accepted by its users and has been below the standard usability average value setKeywords: fuzzy Tsukamoto, online game addiction, duration, compulsion, Keywords: system analysis, online learning, SUS method
Implementasi Augmented Reality sebagai Pengenalan Benda Bersejarah di Museum Purbakala Popa Eyato Gorontalo Menggunakan Metode Marker Based Tracking Sukayasa, I Nengah; Nasrullah, Asmaul Husnah; Melangi, Sudirman
Jurnal Ilmiah Ilmu Komputer Banthayo Lo Komputer Vol 2 No 2 (2023): November 2023
Publisher : Teknik Informatika Fakultas Ilmu Komputer Universitas Ichsan Gorontalo

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.37195/balok.v2i2.639

Abstract

Abstract ; Augmented Reality is a technology that combines 2 or 3--dimensional objects into images on markers and then projects 3D objects directly. AR is very useful as a tourist data media to attract the attention of tourists both domestic and foreign tourists.  It also shares different experiences and guidance in mastering each place or tourist attraction visited. In making this application, the unity3D is used by applying the Marker Based Tracking method. This marker method is to detect markers in Augmented Reality applications so that they can display 3D visualizations of historical objects in the Popa Eyato Gorontalo ancient museum. The utilization of Augmented Reality technology in this recognition system can provide an overview of historical objects in the Popa Eyato Gorontalo ancient museum to increase its attractiveness to the public to get to know historical objects in the Popa Eyato Gorontalo ancient museum. Keywords: augmented reality, android, marker-based tracking, Vuforia
Sistem Pendeteksi Kekeruhan Air Pada Bioflok Ikan Lele di Desa Bulontala Timur Asri, Muhammad; Hulukati, Stephan A.; Nyaman, Fazal S.
Jurnal Ilmiah Ilmu Komputer Banthayo Lo Komputer Vol 2 No 2 (2023): November 2023
Publisher : Teknik Informatika Fakultas Ilmu Komputer Universitas Ichsan Gorontalo

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.37195/balok.v2i2.708

Abstract

Abstract-The purpose of this research is to build a water turbidity detection tool in Arduino Uno-based catfish bioflocs. Catfish cultivation managed by the Al-Hidayah Farmer group in East Bulontala Village is recommended to pay attention to the turbidity of the water in the catfish pond because of the large number of particles and suspended substances in the pond water that can cause catfish growth to be inhibited. The construction of a water turbidity detection device in catfish Bioflocs is expected to improve catfish growth. This research focuses on six samples of catfish pond water with three states of pond water turbidity. Testing is done by giving input to the tool and the resulting output can display turbidity information data through the LCD. From the measurement results of the water turbidity detection device on the catfish biofloc, it is concluded that if the turbidity of the catfish pond water is less than 20 NTU, the pond water is declared clear. Then if the turbidity of the catfish pond water is more than 20 to less than 50 NTU, the pond water is declared in a moderate state. On the other hand, if the turbidity of the catfish pond water is more than 50 NTU, the catfish pond water is declared turbid. The tool that has been designed can function and provide information about the water quality of the biofloc system catfish pond where the water quality of the pond in the Al-Hidayah Farmer group in East Bulontala Village is still relatively good in accordance with the standardization of water quality for fish. Keywords: Bioflok; water turbidity; turbidity sensor
Prediksi Jumlah Pengunjung Pantai Bolihutuo Mengunakan Metode Fuzzy Time Series Hasan, Maryam
Jurnal Ilmiah Ilmu Komputer Banthayo Lo Komputer Vol 2 No 2 (2023): November 2023
Publisher : Teknik Informatika Fakultas Ilmu Komputer Universitas Ichsan Gorontalo

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.37195/balok.v2i2.709

Abstract

Abstract - This research is to find out the results of applying the Fuzzy time series method in predicting the number of visitors to Bolihutuo tourism each month which experiences ups and downs, this condition results in unpreparedness from the officers and administration of Bolihutuo tourism. Bolihutuo visitor data was taken from daily data from January 3 2021 to February 23 and then processed by making predictions using the fuzzy time series method. From the results of the processing carried out, we obtained a fairly good level of prediction accuracy with an accuracy value of 98.96242716% and a Mean Absolute Percentage Error (MAPE) value of 1.037572843%. From the accuracy results obtained and also the mean Absolute Percentage Error (MAPE) value obtained, it can be concluded that the prediction system obtained good results. Keywords: visitors, Bolihutuo beach, tourism, prediction, Fuzzy Time
Implementasi Augmented Reality Sebagai Media Pengenalan Monumen Bersejarah Gorontalo Berbasis Android Kolopita, Roji Anugrah; Y Lamasigi, Zulfriyanto; Pakaya, Roys
Jurnal Ilmiah Ilmu Komputer Banthayo Lo Komputer Vol 2 No 2 (2023): November 2023
Publisher : Teknik Informatika Fakultas Ilmu Komputer Universitas Ichsan Gorontalo

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.37195/balok.v2i2.710

Abstract

Abstract - Augmented Reality is a technology that combines 2-dimensional objects or 3- dimensional objects into images on markers and then projects the 3D objects directly. It is very useful as a tourism data media to attract tourists both domestic and foreign, as well as to share different experiences and guidance in mastering each place or tourism attraction visited. In making this application the researcher uses unity3D by applying the Marker-Based Tracking method. This marker method is used to detect markers in an Augmented Reality application so that it can display 3D visualizations of Gorontalo historical monuments. The utilization of Augmented Reality technology in this recognition system can provide an overview of the Gorontalo Historical Monument so that it can increase the attractiveness of the public to get to know historical monuments in Gorontalo. Keywords: augmented reality, android, marker-based tracking, Vuforia
Analisa Kualitas Layanan Jaringan Internet Pada Wireless Lan Menggunakan Metode Qos (Quality Of Service) Tangahu, Rizqi Adiputera; Andi Bode; Sunarto Taliki
Jurnal Ilmiah Ilmu Komputer Banthayo Lo Komputer Vol 3 No 1 (2024): Mei 2024
Publisher : Teknik Informatika Fakultas Ilmu Komputer Universitas Ichsan Gorontalo

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.37195/balok.v3i1.723

Abstract

Abstract- The development of the Internet network is now very rapid. The Internet is a source of information that people mostly use to find information they need. It is not only used in big cities but also remote villages. The internet network must have a high access network speed to attract many users, whether or not in public facilities such as terminals or city parks. In other words, the internet network can make a big contribution to society. Currently, the internet has become a trending need, starting from the world of business, education, government, entertainment, and others. Kedai Mako is a coffee shop that uses the internet network as a means to make customers feel at home apart from its delicious coffee. Through internet networks, customers enjoy their coffee while playing games or social media without using their data quota. Kedai Mako customers using the internet network usually only know whether or nonot t the network is good by measuring the network speed via YouTube or online games. Yet, Internet users do not know whether or not the quality of the internet service they receive is good. It has not implemented QoS or measured network quality using QoS. The internet network at Kedai Mako often goes down, making customers uncomfortable with the internet network at Kedai Mako. Therefore, this research manages to analyze the internet network at Kedai Mako, and the results of the analysis can be used as recommendations for the physical implementation of the internet network hoped to be able to support the addition of other supporting services in the future. Based on the results of Quality of Service measurements in 5 experiments, the average value for the Throughput index obtained is 3,4 in the Very Good category, the index value for Packet Loss gained is 3.6 in the Very Good category, the index value for Delay analyzed is 4 in the Very Good category, and the Jitter index value indicates 3, in the Good category. The average index value for Kedai Mako is 3.5 in the Good category. Keywords: QoS, Wireshark, WLAN, Throughput, Packet Loss, Delay, Jitter
Mobile Administrasi Desa Di Kantor Desa Kuala Utara Berbasis Android Lepi, Andriyanto; Abd. Rahmat Karim Haba; Husdi; Sudirman S. Panna
Jurnal Ilmiah Ilmu Komputer Banthayo Lo Komputer Vol 3 No 1 (2024): Mei 2024
Publisher : Teknik Informatika Fakultas Ilmu Komputer Universitas Ichsan Gorontalo

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.37195/balok.v3i1.731

Abstract

Abstract - The Kuala Utara Village Government still uses a manual system in the processing population administrations where administrative activities still require a long process for the people. On the other side, the village office is quite far away. So, many administrative activities are piled up so that people wait a long time for the process. An android-based village administration mobile system is required to improve the quality of administrative services to the community, especially in population administration processing activities. This research aims to simplify and speed up population administration activities by implementing an Android-based Village Administration Mobile application. In this case, it is to assist the needs of the community, in terms of administrative management using an Android smartphone. The results of this research are that this system helps the public in more effective and efficient administrative service activities and helps the public in making independent service requests by providing security facilities for users when starting this system.   Keywords: Village Administration Mobile, Android, Community Access Ease
Klasifikasi Waktu Kelulusan Mahasiswa Menggunakan Metode Decision Tree Mundok, Geby; Amiruddin; Zulfrianto Y. Lamasigi
Jurnal Ilmiah Ilmu Komputer Banthayo Lo Komputer Vol 3 No 1 (2024): Mei 2024
Publisher : Teknik Informatika Fakultas Ilmu Komputer Universitas Ichsan Gorontalo

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.37195/balok.v3i1.736

Abstract

Abstract A student's graduation time is one indicator of the university's success. Student graduation time is the period required for students to complete their studies. Ideally, students can graduate on time under a specified study period. However, not all students can graduate on time. This study is aimed at classifying whether students graduate on time using the decision tree method. The data employed in this study are the Faculty of Law's graduates of 2015 - 2017, Universitas Ichsan Gorontalo. The attributes used in this classification consist of IPS1, PIS2, IPS3, IPS4, gender, and graduation information. In this study, model optimization performed is by selecting attributes, pruning trees, and measuring inside the tree. The results of this study show that the decision tree method can predict student graduation times with 92% accuracy by producing nine (9) decision rules. It indicates that the decision tree method can be a solution for predicting student graduation times, so it can be a solution to help study programs increase student success in completing their studies. Keywords: classification, graduation time, students, data mining, decision tree, accurate graduation

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