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                <text>Realtime Object Detection Masa SiapPanenTanaman Sayuran BerbasisMobile Android DenganDeep Learning</text>
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                <text>real-time, objectdetection, vegetable, harvest,MobileNetV3</text>
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                <text>Determining  the  harvesting  period  can  be  done  visually,  physically,  computationally,  and  chemically.  Since  the  harvesting process  is  crucial,  late  harvesting  will  affect  post-harvest  and  production  quality.  Leafy  vegetables  have  a  relatively  short ready-to-harvest period. Visual recognition of the harvesting period combined with image processing can recognize harvesting vegetables' visual characteristics. This study aims to build a deep learning-based mobile model to detect real-time vegetable plant  objectssuch  as  bok  choy,  spinach,  kale,  and  curly  kale  to  determine  whether  these  vegetables  are  ready  for  harvest. Mobile-based  architecture  is  chosen  due to latency, privacy,  connectivity,  and  power  consumption reason  since  there  is  no round-trip communicationto the server. In this research, we use MobileNetV3 as the base architecture. To find the best model, we experiment using different image input size. We have obtained a maximum MAP score of 0. 705510using a 36,000 image dataset. Furthermore, after implementing the model into the Android mobile application, we analyze the best practice in using the application to capture distance. In real-time detection usage, the detection can be done with an ideal distance of 5 cm and10cm</text>
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                <text>Andri Heru Saputra1, Dhomas Hatta Fudholi</text>
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                <text>https://jurnal.iaii.or.id/index.php/RESTI/issue/view/24</text>
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                <text>Universitas Islam Indonesia</text>
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                <text>Indoesia</text>
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                <text>Pengenalan Logo Kendaraan Menggunakan Metode Local Binary Pattern dan Random Forest</text>
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                <text>recognition system, vehicle logo, local binary pattern, random forest</text>
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                <text>The  vehicle  logo  is  one  of  the  features  that  can  be used  to identify  a  vehicle.  Even  so, a lot  of  Intelligent  Transport  System which are developed nowadays has yet to use a vehicle logo recognition system as one of its vehicle identificationtools. Hence there are still cases of traffic crimes that haven't been able to be examined by the system, such as cases of counterfeiting vehicle license plates. Vehicle logo recognition itself could be done by using various feature extraction and classification methods.This research project uses the Local Binary Pattern feature extraction method which is often used for many kinds of image recognition systems. Then, the classification method used is Random Forest which is known to be effective and accurate for various classification problems. The data used for this study were asmany as 2000 vehicle logo images consisting of 5 brand classes, namely Honda, Kia, Mazda, Mitsubishi, and Toyota. The results of the tests carried out obtained the best accuracy value of 88.89% for the front view logo image dataset, 77.03% for the side view logo image dataset, and 83% for the dataset with both types of images</text>
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                <text>Alda Putri Utami1, Febryanti Sthevanie2, Kurniawan Nur Ramadhani3</text>
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                <text>https://jurnal.iaii.or.id/index.php/RESTI/issue/view/24</text>
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                <text> Universitas Telkom</text>
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                <text>20 agustus 2021</text>
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                <text>Fajar bagus W</text>
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                <text>Aspect Level Sentiment Analysis on Zoom Cloud Meetings App Review Using LDA</text>
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                <text>LDA, SVM, review, aspect</text>
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                <text>During the Covid-19  pandemic,almost  all  community  activities  are  conducted  from  home.Therefore,  video  conference technology is needed for people to carry out their normal activities from home. One of the video conference applications is ZOOM  Cloud  Meetings.  Applications  certainly havebeen  reviewedgiven  by theirusers  as  a  reference  for  new  users  andcompanies of the application to know the application’s performance. However, in reviews, some constraints are the number of reviews as well as irregular. Therefore, a solution is needed with sentiment analysis that aims to classify the reviews of the application to be organized by categorizing positive or negative sentiment. In this study, aspect-based sentiment analysis was conducted on ZOOM Cloud Meetings app reviews from Google Play Store. The analysis’s resultof the review data obtained threeaspects,namely aspects of usability, system, and appearance. The modeling topic used istheLatent Dirichlet Allocation(LDA) method and classification using the Support Vector Machine (SVM). This research resulted in the best performance with the best parametersresulting in the performance accuracy of usability aspect is 88.83%, system aspect with 91.2%, appearance aspect with 94.78%, and performance accuracy of all aspects 91.61%</text>
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                <text>Janu Akrama Wardhana1, Yuliant Sibaroni</text>
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                <text>https://jurnal.iaii.or.id/index.php/RESTI/issue/view/24</text>
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                <text>Telkom University</text>
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                <text>20 agustus 2021</text>
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                <text>Fajar bagus W</text>
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                <text>Indonesia</text>
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                <text>Implementasi Convolutional Neural NetworkUntuk Deteksi NyeriBayi Melalui Citra Wajah Dengan YOLO</text>
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                <text>NVDIA Jetson Nano Developer Kit, Pain, Baby, YOLO, PyTorch, CNN, Facial Expresion</text>
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                <text>Pain in a baby is difficult to detect is because the method for detecting pain is self-reporting even though babies themselves still cannot describe the pain verbally, then by observing changes in behavior in the form of facial expressions. Statistically, it is also recorded that about 80% of the world's population pays less attention to pain assessment, especially for children, even though  this pain  gives  children  a  bad  experience  so that  it  can  interfere  with  pain  responses  in  the  future or  psychological trauma. Based on these problems, a prototype system was made using the NVIDIA Jetson Nano Developer kit to help detect pain, especially in infants 0-12 months by using the Convolutional Neural Network (CNN) model with the PyTorch framework and the You Only Look Once (YOLO) algorithm with three detection classification is sad, neutral and sick. From the results ofthe study, it was found that the YOLO algorithm was able to detect the three classifications with mAP@0.5value of sad 97,9%, neutral 99,2%, pain 96,9%,  model  accuracy 70%. The  result of  random  check  and  the  data  from Puskesam  Imogiri 1  have accuracy value 90%</text>
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                <text>Tomy Abuzairi1, Nurdina Widanti2, Arie Kusumaningrum3, Yeni Rustina</text>
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                <text>https://jurnal.iaii.or.id/index.php/RESTI/issue/view/24</text>
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                <text>Universitas Indonesia</text>
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                <text>Fajar bagus W</text>
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                <text>PengembanganMetode Autentikasi pada Sistem PresensiBerbasis Aplikasi Mobile</text>
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                <text>attendance system, MAC address, IP address, BSSID, Wi-Fi</text>
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                <text>Research has been carried out on a mobile-based presence system authentication method using MAC addresses, BSSID and IP addresses for (Wi-Fi) networks.This study aims to develop an authentication method on the attendancesystem that meets two authentication  requirements,  namely  the  suitability  of  employee  identity and location  suitability, so  that  the  attendance process becomeseasy, effective, fast, and can reduce fraud. The employee's identity can be obtained from the MAC address of the  smartphone  that  has  been  previously  registered,  while  the  employee's  location  during  the  attendance  process  can  be confirmed  to  be  in  the  company  environment  by  checking  the  BSSID  data  and  IP  of  the  Wi-Finetwork  connected  to  the smartphone. The data is then compared with MAC address data from all Wi-Finetworksinstalled in thecompany area. RAD is  used  as  a  development  model  because  it  is  simple  and  fast.  Overall,  employee  identification  and  site  checking  as authentication of the developed system went well.  Other than that, every function on the system works well. Furthermore, the results of the user experience evaluation using the UEQ questionnaire received an average score above 0.8 on 6 scales. This shows that the system has attractiveness, perspicuity, efficiency, dependability, stimulationand novelty</text>
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                <text>Komang Sri Utami1, Nyoman Putra Sastra2, Dewa Made Wiharta</text>
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                <text>https://jurnal.iaii.or.id/index.php/RESTI/issue/view/24</text>
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                <text>Universitas Udayana</text>
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                <text>20 agustus 2021</text>
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                <text>Fajar bagus W</text>
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                <text>Indonesia</text>
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