https://ejournal.unama.ac.id/index.php/processor/issue/feed Jurnal PROCESSOR 2024-01-17T10:53:52+08:00 Dr. Kurniabudi, S.Kom, M.Kom lppm@unama.ac.id Open Journal Systems <h2>JURNAL PROCESSOR</h2> <div style="border: 1px solid #ddd; padding: 10px; background-color: #f2f2f2; text-align: left;">p-ISSN : 1907-6738(print)<br />e-ISSN : 2528-0082 (online)<br />URL : http://ejournal.unama.ac.id/index.php/processor</div> <p align="justify">Jurnal PROCESSOR merupakan Jurnal Terakreditasi Sinta 4 yang diterbitkan oleh UNIVERSITAS DINAMIKA BANGSA JAMBI. Jurnal ini terbit dua kali dalam setahun yaitu pada bulan April dan Oktober. Misi dari Jurnal PROCESSOR adalah sebagai sarana untuk menyebarluaskan hasil penelitian bidang informatika dan komputer, sebagai media bagi para dosen, guru, peneliti dan para praktisi dalam bidang informatika dan komputer dari seluruh Indonesia, dalam melakukan pertukaran informasi tentang hasil-hasil penelitian terbaru yang telah dilakukan dalam bentuk publikasi.</p> <p>Adapun ruang lingkup jurnal Processor adalah:</p> <p>1. Rekayasa Perangkat Lunak <br />2. Fuzzy &amp; Data Mining <br />3. Teknologi Multimedia <br />4. Mobile Computing <br />5. Kecerdasan Buatan <br />6. Grafika Komputer &amp; Pengolahan Citra <br />7. Virtual Reality <br />8. Sistem Robotika <br />9. Jaringan Protokol dan Manajemen <br />10. Sistem Telekomunikasi &amp; Komunikasi Nirkabel </p> <p><strong>Jurnal Processor Terindeks Oleh :</strong></p> <p><span style="margin-right: 10px;"> <a href="https://scholar.google.co.id/citations?user=hGFRi2sAAAAJ&amp;hl=id" target="_blank" rel="noopener"> <strong> <img class="img img-thumbnail" style="width: 163px;" src="http://ejournal.unama.ac.id/public/site/images/gs.jpeg" alt="" height="65" /> </strong> </a> </span> <span style="margin-right: 10px;"> <a href="https://sinta.kemdikbud.go.id/journals/profile/3398" target="_blank" rel="noopener"> <strong> <img class="img img-thumbnail" style="width: 163px;" src="http://ejournal.unama.ac.id/public/site/images/sinta.jpeg" alt="" height="57" /> </strong> </a> </span> <span style="margin-right: 10px;"> <a href="http://garuda.ristekdikti.go.id/journal/view/12003" target="_blank" rel="noopener"> <strong> <img class="img img-thumbnail" style="width: 183px;" src="http://ejournal.unama.ac.id/public/site/images/garuda.jpeg" alt="" /> </strong> </a> <strong> <a title="Dimensions" href="https://app.dimensions.ai/discover/publication?and_facet_source_title=jour.1366625" target="_blank" rel="noopener"> <img class="img img-thumbnail" style="width: 163px;" src="https://cdn-app.dimensions.ai/static/logo_centered.png?_cbt=177b1d65f8" alt="" /></a> <a href="https://search.crossref.org/?q=jurnal+processor&amp;from_ui=yes" target="_blank" rel="noopener"><img class="img img-thumbnail" style="width: 163px;" src="https://ejournal.unama.ac.id/public/site/images/admin/doi.jpg" alt="" width="400" height="150" /></a></strong></span></p> <hr /> https://ejournal.unama.ac.id/index.php/processor/article/view/1380 Deteksi Bahasa Isyarat Bisindo Menggunakan Metode Machine Learning 2023-08-23T08:46:00+08:00 Agus Nugroho agusnugroho0888@gmail.com <p>This study aims to develop a machine learning-based application capable of detecting hand gestures and patterns in Indonesian Sign Language (BISINDO). Sign language plays a crucial role in non-verbal communication, particularly for individuals with speech impairments like the deaf. However, the challenge of comprehending sign language often inhibits interactions between the deaf and others. In an effort to address this barrier, the research leverages machine learning techniques with a focus on the Convolutional Neural Network (CNN) method, utilizing a dataset annotated with hand gesture landmarks. Landmark information providing detailed positions and shapes of key points on the hand, the CNN model can learn specific features essential for classification. The resulting application aims to bridge communication between the deaf and other individuals who may not understand sign language. By harnessing this technology, a significant improvement in the accuracy of hand gesture classification in sign language is anticipated, thereby strengthening the communication and interaction capabilities of the deaf within their environment.</p> 2023-11-01T00:00:00+08:00 Copyright (c) 2023 Jurnal PROCESSOR https://ejournal.unama.ac.id/index.php/processor/article/view/793 Perancangan Sistem Akuntansi dan Penjualan Berbasis Web pada Griya Teknik Elektro 2023-08-02T17:12:21+08:00 Martono martono_libra@yahoo.com <p>Griya teknik elektro is a shop engaged in the supply of goods and services to repair engineering and electrical equipment. Currently, in carrying out transactions and processing financial reports, they still use paper media as the main option for storing transaction data and storing information, which ultimately causes difficulty in finding data and the high costs required to run their business. Because of this, the authors decided to carry out research entitled design of web-based accounting and sales systems at griya teknik elekto with the intention that all the problems faced by them both in the transaction process to report processing can be resolved. The accounting and sales systems contained in this study are described in the form of modeling use case diagrams along with class diagrams. The final product of this research is a web-based accounting and sales system that allows users to perform various data processing such as managing accounting such as customer ledgers and supplier ledgers, managing attributes such as brands, cities and stores, managing customers such as customer data and customer payments. , managing inventory such as products, categories and stocks, managing reports such as sales reports and return reports, managing purchase lists, managing purchase returns and changing passwords and also login and logout from the system.</p> 2023-11-01T00:00:00+08:00 Copyright (c) 2023 Jurnal PROCESSOR https://ejournal.unama.ac.id/index.php/processor/article/view/1457 Pengenalan Pola Serangan pada Internet of Thing (IoT) Menggunakan Support Vector Mechine (SVM) dengan Tiga Kernel 2023-09-26T16:35:23+08:00 Tasmi Tasmi tasmi@uigm.ac.id Ferry Antony feryantony@uigm.ac.id Dhamyanti Dhamyanti dhamayanti@uigm.ac.id Herri Setiawan herri@uigm.ac.id Fali Oklilas fali@ilkom.unsri.ac.id <p>Internet of things (IoT) technology is very popular these days around the world, with the development of IoT technology raises the impact of security threats and attacks on IoT devices. One of the most is the theft of data and information, one form of threat in IoT is malware. This research uses attacks in the form of bontet to detect attacks on the Internet of Things IoT) and uses Machine Learning to perform data detection of attacks on IoT devices. The method used in this research is Support Vector Mechine (SVM) by comparing three kernels namely Liner, polynominal and Radial Basis Function (RBF). This method is used to determine the level of accuracy in the detection process and compare between kernels. The results obtained are the accuracy value of 0.997 for the liner kernel, meaning that this kernel is able to separate the classes well, while the Polynomial kernel accuracy value of 0.993 is good in separating classes even though the value is smaller than the liner. Meanwhile, the RBF (Radial Basis Function) kernel has an accuracy of 1.0 (100%).</p> 2023-11-01T00:00:00+08:00 Copyright (c) 2023 Jurnal PROCESSOR https://ejournal.unama.ac.id/index.php/processor/article/view/894 Sistem Informasi Pemilihan Kepala Labor Komputer Menggunakan Metode Weighted Product Berbasis Web 2023-09-01T14:34:39+08:00 Miftahul Jannah miiftahuljannah32@gmail.com Khelvin Ovela Putra khelvinovela@gmail.com <p><strong><em>In a university that has an informatics profile, a computer laboratory is needed. The laboratory is also an important facility for practicing the application of the theory that has been learned. Therefore, a laboratory head is needed who has competence in managing the laboratory so that learning is more effective. However, what happened was that the head of the laboratory who was elected did not have competence because the selection system was subjective so that it could not solve the existing problems. Therefore we need a decision support system in selecting the head of the computer laboratory. The method used in making this decision is the weighted product (WP) because this method can solve multiple withdrawals and easier calculations, and the time for calculations is shorter than other decision-making methods. after ranking with existing calculations, the results obtained from the calculation of the Weighted Product (WP) method with the highest value are in alternative A2 with the name Gery Mivano, S, T with a value of 0.374910. These results can make it easier for academics to make decisions for heads of computer laboratories who have competence in solving existing laboratory problems so that practical learning in computer laboratories can be more effective.</em></strong></p> <p>Keywords: <em>Weighted Product</em><em>, laboratory, subjective</em></p> <p>&nbsp;</p> 2023-11-01T00:00:00+08:00 Copyright (c) 2023 Jurnal PROCESSOR https://ejournal.unama.ac.id/index.php/processor/article/view/1444 Penilaian Sistematis Kualitas Aplikasi Smartphone Tumbuh Kembang Anak 2023-09-01T14:29:14+08:00 Dwi Vernanda nanda@polsub.ac.id <p><em>Currently there are 38 smartphone applications for parents in monitoring the growth and development of children (toddlers) on the Google Playstore, but until now there has not been a single application recommendation that parents must install and there has been no systematic assessment of application quality during use. Of the 38 applications, a selection was made using several criteria and 11 applications met the criteria for further evaluation. This study aims to assess the quality of children's growth and development applications (falling) objectively with the method used, namely the Mobile Application Rating Scale (MARS) which has been validated with 5 subscales namely involvement, functionality, aesthetics, information, and subjective quality. The relationship between overall application quality and user ratings and the number of downloads was evaluated by three assessors, namely application users for more than one year, ordinary users who have just downloaded the application, and coders (parties from the puskesmas). The results of the research from 11 applications that meet the criteria, the average MARS score of the application is 3.5. Although there are many smartphone applications that parents can download, there are three recommended applications, namely About Children. My Prima, and Pregnant Friends. The About Children application has the highest MARS score of 4.36, this application has received a perfect rating of 5.0 since it was officially developed in 2017. The About Children application has been downloaded more than 500 thousand and was developed jointly with the Ministry of Health, the Ministry of Education and Culture, and also the BKKBN.</em></p> 2023-11-01T00:00:00+08:00 Copyright (c) 2023 Jurnal PROCESSOR https://ejournal.unama.ac.id/index.php/processor/article/view/872 Pengoptimalan Komunikasi Bahasa Isyarat Abjad dengan Augmented Reality 2023-08-02T17:08:45+08:00 Ibnu Mansyur Hamdani ibnumansyur@atidewantara.ac.id Syamsumar Bustamin syamsumarb@atidewantara.ac.id <p>One of the activities that humans always do is communication. This communication is carried out by everyone, but there are special ways of communication that are carried out by people with special needs, such as the deaf. The communication uses sign language, where learning the language is quite difficult, especially for students who are deaf. There is a solution that can solve this problem, namely the use of technology. One of the technologies that can be used is Augmented Reality. Augmented Reality is able to combine the physical world and digital elements that can be used to facilitate human activities. Augmented Reality is designed and packaged in the form of a mobile-based application to make it easier to learn sign language. The use of this designed application is specifically aimed at students with special needs. In addition, the use of the application can also be felt by a group of people who are learning sign language. Application testing involves various aspects, such as functional testing, device compatibility testing, performance testing, AR accuracy and compatibility testing, interaction testing, usability testing, and testing in real environments. App testing engages users, either in user testing or through the feedback they provide. The users involved are divided into 2, namely users as experts in AR testing and users as customers or in this case teachers. The test results prove the value with a high percentage. Tests by experts achieve an average value of 93.13% and tests by customers achieve an average value of 93.60%. This average value can be classified as a reference that the application functions properly, according to needs, is safe, responsive, and provides a satisfying experience.</p> 2023-11-01T00:00:00+08:00 Copyright (c) 2023 Jurnal PROCESSOR https://ejournal.unama.ac.id/index.php/processor/article/view/1399 Prototype of Puskesmas Online Registration Information System (SIROP) 2023-08-29T09:50:13+08:00 Reni Aryani reniaryani@unja.ac.id <p>This study aims to develop a prototype of the Community Health Center Online Registration Information System (SIROP) at the Aurduri Health Center, Jambi City. SIROP is a web-based system that is integrated with a database to optimize the patient registration process and improve access to health services at the puskesmas. The Aurduri Health Center as one of the health service units in Jambi City is tasked with providing basic health services to the community. However, the registration process is still manual, causing potential disruption to the efficiency and accessibility of health services. In developing this SIROP prototype, we focused on general patient registration modules, schedule management, and automatic queue numbering. Data for system development was collected through observation, interviews, and questionnaires to medical staff and patients in order to understand the needs and problems that exist in the ongoing manual registration process. After the prototype was successfully developed, a performance test was carried out using the application and Blackbox testing with the help of the Catalon Study software. It is hoped that with the adoption of the SIROP prototype, patient waiting times can be reduced and medical resources can focus on better health services</p> 2023-11-01T00:00:00+08:00 Copyright (c) 2023 Jurnal PROCESSOR https://ejournal.unama.ac.id/index.php/processor/article/view/852 Pengembangan Aplikasi Transliterasi Teks Latin ke Aksara Ulu (Komering) Berbasis Web 2023-07-06T16:25:18+08:00 Tia Permata Sari tiapermatasari06@gmail.com Yesi Novaria Kunang yesinovariakunang@binadarma.ac.id <p>Ulu script is one of the letterforms or writing systems used and developed bt the communities of South Sumatra, specifically the Serawai, Lembak, Rejang, and Pasemah ethnic groups. Typically, Ulu script is used for daily activities such as storytelling, writing poetry, and recording customary laws. Ulu script needs to be preserved because its usage has been declining due to the introduction of the Latin script, which has become the international standard. To preserve Ulu script, a tool is needed to assist in transliterating Latin text into Ulu script. Therefore, this research aims to develop a web-based application for transliterating Latin text to Ulu script using mapping techniques and the sequential search algorithm. The resulting application can assist and facilitate users in transliterating text from Latin to Ulu script.</p> <p> </p> 2023-11-01T00:00:00+08:00 Copyright (c) 2023 Jurnal PROCESSOR https://ejournal.unama.ac.id/index.php/processor/article/view/1381 Sistem Pakar Diagnosa Keluhan Selama Masa Nifas dengan Metode Dempster Shafer 2023-09-15T09:21:39+08:00 Tita Wijayanti wijayantitita094@gmail.com <p>The puerperium is a period after childbirth or can also be interpreted as a period of recovery in which the reproductive <br>organs will undergo changes such as pre-pregnancy conditions by taking approximately 6 weeks. Nowadays, often the main focus for mothers and babies is on pregnancy and childbirth, while during the postpartum period a mother is also susceptible to diseases such as endometritis, metritis, mastitis, breast abscess, urinary tract infection, thromboplebitis, perineal wound infection, post SC wound infection, postpartum hemorrhage and baby blues which can get worse if not handled properly. The purpose of this study is to implement the Dempster Shafer method in an expert system application and test the accuracy of the system in identifying diseases that can attack during the postpartum period and provide treatment solutions from the diagnosis results. This expert system application produces outputs or diagnoses in the form of possible diseases suffered based on complaints or symptoms experienced by patients and displays the amount of confidence value in the disease obtained from calculations using Dempster Shafer. This system is tested using accuracy testing where a comparison is made between the results of the system diagnosis and the results of the expert diagnosis. The system accuracy rate in this study reached 93%, which shows a high level of reliability in providing the right diagnosis.<br>Keywords: Postpartum Diseases, Expert System, Dempster Shafer</p> 2023-11-01T00:00:00+08:00 Copyright (c) 2023 Jurnal PROCESSOR https://ejournal.unama.ac.id/index.php/processor/article/view/831 Optimisasi Pembelajaran Online di MTS Al Falah menggunakan Node.js Express dan MongoDB 2023-08-08T11:13:02+08:00 Hendri hendribless87@gmail.com <p>E-Learning is an approach to developing knowledge, skills, and competencies through internet technology-based facilities. E-Learning allows teaching materials to be conveyed to students via the internet, intranet or other computer network media. Mts Al Falah Pancuran is a school located in a remote area on the border between Jambi province and South Sumatra province. In this area there is no internet network so that it attacks teachers in finding references to make material as learning materials and challenges students to find references for learning. Build a web-based E-Learning application and implement it using the Nodejs web programming language, for database management using mongodb and its creation using the waterfall method which includes analysis, design, implementation and testing. From the results of the analysis and interviews the researcher tried to apply the web-based E-Learning concept by making one of the existing computers a server for the E-Learning application using a Local Area Network (LAN) network, so that the application can still be accessed even without an internet network because the application is running. On a computer that has functioned as a server and accessed by client computers in the same network.</p> 2023-11-01T00:00:00+08:00 Copyright (c) 2023 Jurnal PROCESSOR https://ejournal.unama.ac.id/index.php/processor/article/view/897 Komparasi Algoritma Naïve Bayes Dan Support Vector Machine (SVM) Pada Analisis Sentimen Kebijakan Kemdikbudristek Mengenai Kuota Internet Selama Covid-19 2023-09-11T17:31:11+08:00 Ulfa Khaira ulfa.ilkom@gmail.com Reni Aryani reniaryani@unja.ac.id Reza Wahyu Hardian reza74204@gmail.com <p>Sentiment analysis is an activity that is used to analyze public opinion about an incident such as the Ministry of Education and Culture's internet assistance quota during the Covid-19 pandemic through one of the Twitter social media. Twitter is a microblogging platform that is used to write an opinion or opinion about an event that can be used as a source of data used. The Naïve Bayes method and Support Vector Machine (SVM) are methods with a Machine Learning approach that can be used to perform sentiment analysis on Kemdikbudristek policies regarding MoEC Quotas in the process of classifying a tweet based on its emotional level and knowing the accuracy comparison between the Naïve Bayes method and the Support Vector Machine ( SVM). The results of the sentiment analysis process using the Naïve Bayes Algorithm and Support Vector Machine (SVM) based on public opinion, in this case Twitter users regarding the Ministry of Education and Culture Quota policies, resulted in a higher level of accuracy for the Support Vector Machine (SVM) than Naïve Bayes with an accuracy of 80%, for an average -the average precision value is 80.3%, recall is 80.3% and f1-score is 80.3%.</p> 2023-11-01T00:00:00+08:00 Copyright (c) 2023 Jurnal PROCESSOR https://ejournal.unama.ac.id/index.php/processor/article/view/1447 Sentiment Analysis of Student Comments Against Course Lecturers in the SIMAT Application 2023-09-11T17:27:05+08:00 abd wahab syahroni roney@unira.ac.id <p>Assessment in the form of multiple choices is very easy to do, but not for assessment in the form of descriptions or sentences. In the SIMAT application at the University of Madura, there is a feature for student comments on course lecturers in the form of sentences. Students fill in comments at the end of each semester. Until now, the results of the assessment of student comments have never been given. Sentiment Analysis is one of the techniques in the field of Natural Language Processing (NLP) that studies attitudes, feelings, judgments and people's emotions about something. By using Sentiment Analysis on student comments, it can quickly provide results whether the accumulated student ratings are positive, negative or neutral. This research has succeeded in giving sentiment analysis values to student comments and displaying them in graphical and wordcloud form. From the trial data for 1 course with 21 students who filled in comments, the resulting sentiment analysis value was positive 12, neutral 9, and negative 0 with a value of accuracy, precision, recall and f1 score of 100%.</p> 2023-11-01T00:00:00+08:00 Copyright (c) 2023 Jurnal PROCESSOR https://ejournal.unama.ac.id/index.php/processor/article/view/883 Analisis Perbandingan Kinerja Jaringan WLAN 2,4 Ghz dan 5 Ghz pada Proses Thetering Menggunakan Metode QOS 2023-07-06T16:22:02+08:00 Andika Agus Slameto rmkt.andika@amikom.ac.id Muhammad Khozinul Asror muhammad.asror@students.amikom.ac.id <p>Currently, the use of Internet technology is overgrowing. With the current pandemic conditions, a student or worker must carry out activities remotely using the internet network, especially the Wireless Local Area Network (WLAN) network. This research describes the performance comparison of a WLAN network using 2.4 GHz and 5 GHz frequencies in the tethering process on smartphones. Determining the performance of a WLAN network that works at 2.4 GHz and 5 GHz frequencies will be focusing of this study. The study of literature, the internet, and observation for data collection is the method used in this study. Quality of Service (QOS) measures the performance of the two WLAN networks with parameters including throughput, packet loss, and delay values. This network performance test was carried out using scenarios in urban and rural areas in the WLAN network tethering process with a frequency of 2.4 GHz and 5 GHz. This wireless LAN network comparison analysis process uses Wireshark supporting software to maximize measurement. The results of measurements using the QOS parameter are then analyzed, and whether the category of good or bad wireless LAN network performance quality uses the TIPHON standard is known.</p> 2023-11-01T00:00:00+08:00 Copyright (c) 2023 Jurnal PROCESSOR https://ejournal.unama.ac.id/index.php/processor/article/view/1431 Analisa untuk Pengembangan E-Learning Universitas X pada Pasca Pandemi 2023-10-17T09:52:31+08:00 Mochammad Arief Hermawan Sutoyo Sutoyo mochammadarx@gmail.com Roby Setiawan roby.setiawan.jet@gmail.com <p>After the pandemic, the use of e-learning was not mandatory at University X, due to the return to offline lectures, so that the use of applications that had been built were not used optimally as the EDMODO application which was used previously as University X's e-learning system. This change in conditions did not only occur in X University but also elsewhere. This change in conditions has led to the need for research related to the impact of post-pandemic use on e-learning that is currently used by students and lecturers at University X. This research was conducted quantitatively using a questionnaire with a system usability scale instrument with respondents from the academic community at University X. Based on the calculations made the value of SUS e-learning at University X was 68.97. This value states that the system currently used is categorized as good enough. However, the SUS value of the e-learning system currently used is lower than the value obtained in previous studies using EDMODO as an e-learning application.</p> 2023-11-01T00:00:00+08:00 Copyright (c) 2023 Jurnal PROCESSOR https://ejournal.unama.ac.id/index.php/processor/article/view/853 Implementation of K-Means Clusstering in Grouping Chicken Meat Production by Provinces in Indonesia 2023-09-09T16:15:40+08:00 aulia eka sahri liae9296@gmail.com <p>Chicken meat is a food ingredient with balanced nutrition needed by the body. The quality of each meat is a combination and variation of the properties of the meat, so that meat products can be eaten. The purpose of this study was to classify chicken meat production by province in Indonesia using K-Means Clustering analysis. From the analysis results, the best Average Silhouette Total is 0.84 and consists of 3 clusters. Cluster 1 is a province group with high chicken meat production, with a total of 19 provinces. Cluster 2 is a province group with moderate chicken meat production, with a total of 4 provinces. Cluster 3 is a province group with low chicken meat production, with a total of 11 provinces.</p> 2023-11-01T00:00:00+08:00 Copyright (c) 2023 Jurnal PROCESSOR https://ejournal.unama.ac.id/index.php/processor/article/view/1385 Perancangan Sistem Informasi Manajemen Persediaan Berbasis Web di CV. Makmur Sejahtera Palopo 2023-08-23T08:55:01+08:00 aqilah al afif fadhil Aqilah aafiffadhil@gmail.com syamsumar Bustamin syamb@ikbkjp.ac.id Sukmawati Sultan sahrir sukmaqueen96@gmail.com <p>This study discusses the application of information technology-based stock management information systems at CV. Makmur Sejahtera is a trading company that focuses on air compressor trading. Currently, the company still uses a manual stock management system, which causes several problems, including delays, inaccurate stock data, and errors in recording. The waterfall method is used as a systematic approach in software development. The steps taken include needs analysis, planning, modeling, construction, and handing over the system to the user. Based on the needs analysis, the interface design is created using the Unified Modeling Language (UML), including Use Case Diagrams and Class Diagrams. The proposed information system has various features, including the management of users with different access rights, tracking stock data in real time, monitoring incoming and outgoing goods, and generating invoices. It is hoped that with the implementation of this system, CV. Makmur Sejahtera can improve efficiency and accuracy in its stock management so that it can compete better in the global market.</p> 2023-11-01T00:00:00+08:00 Copyright (c) 2023 Jurnal PROCESSOR https://ejournal.unama.ac.id/index.php/processor/article/view/840 Robot Untuk Mendeteksi Objek dengan Citra Digital dan Notifikasi Short Message Service (SMS) 2023-07-04T12:25:28+08:00 Rozali Toyib rozalitoyib04@gmail.com <p>The use of the camera can only be used as a monitor which is usually used not equipped with other devices that allow it to hit an object, be it a human or an object and by using a camera is a hardware device that functions to capture images and convert them into digital images that can be read and processed. by a computer using a robot controlled by a smartphone in approaching objects, the camera sensor is useful for detecting colored ball objects. The detected colors consist of Red, Green, Blue, all colors are processed in the microcontroller which functions as the brain of the robot that is made and later the robot will send information in the form of SMS the results of color objects that have been detected. Research results On the camera sensor, the larger the megapixel camera used, the clearer the resulting image will be in the detection process. The time for sending SMS to the destination number is based on the signal quality of the GSM provider used and in developing information, real-time object information can be added. for object detection will be displayed directly by the smartphone connected to the robot.</p> <p>&nbsp;</p> 2023-11-01T00:00:00+08:00 Copyright (c) 2023 Jurnal PROCESSOR