2020 6th International Conference on Science in Information Technology (ICSITech)最新文献

Route Discovery to Avoid Congestion in Software Defined Networks 软件定义网络中避免拥塞的路由发现

2020 6th International Conference on Science in Information Technology (ICSITech) Pub Date : 2020-10-21 DOI: 10.1109/ICSITech49800.2020.9392049

Akbar Pandu Segara, R. Ijtihadie, T. Ahmad, Pascal Maniriho

引用次数: 1

[ICSITech 2020 Front Cover] [ICSITech 2020年封面]

2020 6th International Conference on Science in Information Technology (ICSITech) Pub Date : 2020-10-21 DOI: 10.1109/icsitech49800.2020.9392037

引用次数: 0

Automatic Tooth and Background Segmentation in Dental X-ray Using U-Net Convolution Network 基于U-Net卷积网络的牙科x射线图像中牙齿和背景的自动分割

2020 6th International Conference on Science in Information Technology (ICSITech) Pub Date : 2020-10-21 DOI: 10.1109/ICSITech49800.2020.9392039

A. Fariza, A. Arifin, E. Astuti

{"title":"Automatic Tooth and Background Segmentation in Dental X-ray Using U-Net Convolution Network","authors":"A. Fariza, A. Arifin, E. Astuti","doi":"10.1109/ICSITech49800.2020.9392039","DOIUrl":"https://doi.org/10.1109/ICSITech49800.2020.9392039","url":null,"abstract":"Tooth and background segmentation in dental X-ray is used to produce an area of a tooth by removing areas of tissue and other neighboring teeth. This presents challenges due to a large number of superimposed (overlapping) images of teeth between the adjacent teeth and the difficulty of determining the area of the tooth with other tissues automatically. This study proposes a new approach for the automatic segmentation of dental X-ray images using the U-Net convolution network. The stages used in the training process consist of data augmentation, pre-processing with Contrast Limited Adequate Histogram Equalization (CLAHE) and gamma adjustment, and training with the U-Net architecture. While the testing process consists of pre-processing, prediction, and removing small areas in the background. The experimental results show the average accuracy of the proposed U-Net convolutional network segmentation accuracy achieves excellent results, 97.61% compared to spatial Fuzzy C-means with gaussian kernel-based of 65.55%. It shows the proposed method achieves superior automatic tooth and background segmentation. The experiment result among 1907 image testing, there are 14.58% producing segmentation because of biased boundaries on the tissue at the root of the tooth and overlapping images on the enamel.","PeriodicalId":408532,"journal":{"name":"2020 6th International Conference on Science in Information Technology (ICSITech)","volume":"24 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-10-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123604309","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 2

Design and Prototyping of a Scalable IoT Solution Based on LoRaWAN to Improve the Service of School Routes in the South West Location of Barranquilla 基于LoRaWAN的可扩展物联网解决方案的设计和原型，以改善巴兰基亚西南地区学校路线的服务

2020 6th International Conference on Science in Information Technology (ICSITech) Pub Date : 2020-10-21 DOI: 10.1109/ICSITech49800.2020.9392062

Leonel Hernandez, Luz E. Márquez, Stefany Correa, Tarcila Simanca

{"title":"Design and Prototyping of a Scalable IoT Solution Based on LoRaWAN to Improve the Service of School Routes in the South West Location of Barranquilla","authors":"Leonel Hernandez, Luz E. Márquez, Stefany Correa, Tarcila Simanca","doi":"10.1109/ICSITech49800.2020.9392062","DOIUrl":"https://doi.org/10.1109/ICSITech49800.2020.9392062","url":null,"abstract":"The Internet of things (IoT) has quickly been introduced into wireless networks and systems, opening several possibilities in terms of connectivity. IoT arises from the vast need to monitor, manage, and configure “things” remotely. Different industrial or residential applications can use IoT to obtain or send data, such as remote control of alarms, water meters, simple traffic, and light points. This research project focuses on the IoT implementation of devices LoRa that uses the LoRaWAN protocol. LoRaWAN is a network infrastructure that could be applied to monitor different variables in environments where IoT wireless technology is implemented. The current project involves designing a LoRaWAN network to support IoT in transporting school routes in Barranquilla’s southwest. The project incorporates a prototype that allows the vehicle monitoring, geographical location in real-time, percentage of the occupation, arrivals, and departures times, among other variables. Implementing this technology in the chosen sector will benefit families that require the school transport service because they will monitor the operation of the service provided. This paper details the devices and technology to be implemented in the final prototype, specifying their topology, application, technical specification, operating characteristics, and their configuration and work logic under different scenarios. For the development of the project, the guidelines defined in each of the Top-Down network design methodology phases are applied. Finally, two essential aspects are shown, such as analyzing the results obtained in the tests and the future work to be carried out based on the research.","PeriodicalId":408532,"journal":{"name":"2020 6th International Conference on Science in Information Technology (ICSITech)","volume":"107 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-10-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130126284","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 2

Implementation of AES and ECDSA for Encrypted Message in Instant Messaging Application 即时通讯应用中加密消息AES和ECDSA的实现

2020 6th International Conference on Science in Information Technology (ICSITech) Pub Date : 2020-10-21 DOI: 10.1109/ICSITech49800.2020.9392034

Muhammad Nursalman, P. R. R. Judie, Ammar Ashshiddiqi

引用次数: 0

A Performance Comparison of Euclidean, Manhattan and Minkowski Distances in K-Means Clustering 欧氏距离、曼哈顿距离和闵可夫斯基距离在k均值聚类中的性能比较

2020 6th International Conference on Science in Information Technology (ICSITech) Pub Date : 2020-10-21 DOI: 10.1109/ICSITech49800.2020.9392053

Haviluddin, M. Iqbal, Gubtha Mahendra Putra, N. Puspitasari, H. J. Setyadi, F. Dwiyanto, A. Wibawa, Rayner Alfred

引用次数: 4

ITaCaS: a serious game and an expert system to support the teaching of sexual-health and hygiene for youth with intellectual disability ITaCaS:一个严肃的游戏和一个专家系统，支持对智障青年进行性健康和卫生教育

2020 6th International Conference on Science in Information Technology (ICSITech) Pub Date : 2020-10-21 DOI: 10.1109/ICSITech49800.2020.9392068

Jéssica Salinas-Escobar, Karina Panamá-Mazhenda, Y. Robles-Bykbaev, V. Robles-Bykbaev, Hernán Tenorio-Carpio

{"title":"ITaCaS: a serious game and an expert system to support the teaching of sexual-health and hygiene for youth with intellectual disability","authors":"Jéssica Salinas-Escobar, Karina Panamá-Mazhenda, Y. Robles-Bykbaev, V. Robles-Bykbaev, Hernán Tenorio-Carpio","doi":"10.1109/ICSITech49800.2020.9392068","DOIUrl":"https://doi.org/10.1109/ICSITech49800.2020.9392068","url":null,"abstract":"In Ecuador, according to the National Council for Disability Equality (CONADIS, acronym in Spanish) there are 485,325 people with disabilities, being the intellectual disability the one with the highest incidence, with a prevalence of 108,312 people. In developing countries, there are still insufficient resources for teaching Sexual Health and Hygiene (SHH) to people with disabilities. Thus, it is essential to apply strategies that help teenagers with intellectual disabilities to learn about sexual health and self-care. Therefore, this article presents an educational game and an expert system called “I take care of myself” (ITaCaS) which aims to assist in the teaching of the SHH for young people with intellectual disabilities, with ages between 12 and 17 years old. The expert system helps to determine educational activities to be carried out by the teacher with the teenager, based on their profile and prior knowledge of 13 SHH educational topics. The pictures of the game were specially designed for disabled people. The proposal was validated through a study that was carried out in two special education centers with 30 experts in the field of special education. The obtained results are encouraging since they show great acceptance by the participants of this experiment.","PeriodicalId":408532,"journal":{"name":"2020 6th International Conference on Science in Information Technology (ICSITech)","volume":"156 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-10-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127360539","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

What Users Want for Gig Economy Platforms: Sentiment Analysis Approach 零工经济平台的用户需求:情感分析方法

2020 6th International Conference on Science in Information Technology (ICSITech) Pub Date : 2020-10-21 DOI: 10.1109/ICSITech49800.2020.9392060

Nadina Adelia Indrawan, Y. G. Sucahyo, Y. Ruldeviyani, Arfive Gandhi

引用次数: 2

Implementation Artificial Neural Network on Microcontroller for Student Attention Level Monitoring Device Using EEG 基于脑电图的学生注意力水平监测装置的微控制器人工神经网络实现

2020 6th International Conference on Science in Information Technology (ICSITech) Pub Date : 2020-10-21 DOI: 10.1109/ICSITech49800.2020.9392043

D. Lestari, Pradareza S.T. Muhammad, I. A. Zaini

引用次数: 1

A Comparative Analysis of QoS parameters measurement applying packet scheduling algorithms on Cisco 2800 Router with Static Routing 基于静态路由的Cisco 2800路由器分组调度算法对QoS参数测量的比较分析

2020 6th International Conference on Science in Information Technology (ICSITech) Pub Date : 2020-10-21 DOI: 10.1109/ICSITech49800.2020.9392032

Malena Castro, Luz E. Márquez, J. Márquez

{"title":"A Comparative Analysis of QoS parameters measurement applying packet scheduling algorithms on Cisco 2800 Router with Static Routing","authors":"Malena Castro, Luz E. Márquez, J. Márquez","doi":"10.1109/ICSITech49800.2020.9392032","DOIUrl":"https://doi.org/10.1109/ICSITech49800.2020.9392032","url":null,"abstract":"This work provides some criteria that allow network administrators to measure the impact of different network configurations have on voice, data, and video applications quality of service offered to the different users. For that, this project implemented tests to measure parameters such as packet loss, delay and jitter using static routing, different packet scheduling algorithms (Custom Queuing, Priority Queuing, and Weighted First Queuing), different services (voice, data, and video), and connection speeds using Cisco 2800 Routers and D-ITG traffic generator in conjunction with the Network Time Protocol synchronizer. A comparative analysis of sensitive parameters for Quality of Service was conducted to describe network behavior for each service. The implemented services presented performances according to quality requirements, reported in the literature. Specifically, the data service presented delay and jitter within the levels considered acceptable for this application and zero packet loss. For its part, the video service presented levels of delay and jitter according to the quality requirements for streaming. Finally, the voice service presented the best configuration performance with the Priority Queuing algorithm, for all measured service quality parameters.","PeriodicalId":408532,"journal":{"name":"2020 6th International Conference on Science in Information Technology (ICSITech)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-10-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114330023","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 1