2021 IEEE International Conference on Communication, Networks and Satellite (COMNETSAT)最新文献_第5页

Multi-Device Task Offloading with Scheduling in an Edge Cloud Platform 边缘云平台中的多设备任务卸载与调度

2021 IEEE International Conference on Communication, Networks and Satellite (COMNETSAT) Pub Date : 2021-07-17 DOI: 10.1109/COMNETSAT53002.2021.9530831

Moch Yasin, T. Ahmad, R. Ijtihadie

引用次数: 0

Designing a tourism recommendation system using a hybrid method (Collaborative Filtering and Content-Based Filtering) 基于协同过滤和基于内容过滤混合方法的旅游推荐系统设计

2021 IEEE International Conference on Communication, Networks and Satellite (COMNETSAT) Pub Date : 2021-07-17 DOI: 10.1109/COMNETSAT53002.2021.9530823

Ni Wayan Priscila Yuni Praditya, Adhistya Erna Permanasari, Indriana Hidayah

{"title":"Designing a tourism recommendation system using a hybrid method (Collaborative Filtering and Content-Based Filtering)","authors":"Ni Wayan Priscila Yuni Praditya, Adhistya Erna Permanasari, Indriana Hidayah","doi":"10.1109/COMNETSAT53002.2021.9530823","DOIUrl":"https://doi.org/10.1109/COMNETSAT53002.2021.9530823","url":null,"abstract":"A recommendation system is an application model based on observations of the customer’s circumstances and desires. The recommendation system can be applied in various fields, one of which is tourism. By utilizing a recommendation system, tourism can introduce and promote its tourism to the wider community. In the recommendation system, several methods are used to support how the system works in producing information. This paper’s uses the Hybrid (Collaborative Filtering & Content-Based Filtering) method and the Nearest Neighbor (NN) algorithm. This method has a weakness when an item does not have a rating at all. Therefore, it needs a method that can overcome the weaknesses of the method. We implement a hybrid method, which combines several methods in the recommendation system to produce recommendation items under the user’s wishes. In addition, this system will use Whatsapp Messenger as a promotional medium. This paper aims to propose a recommendation system that will help several historical tours become the foremost destinations when visiting Palembang. The result of developing this recommendation system is a website that can recommend tours desired by users.","PeriodicalId":148136,"journal":{"name":"2021 IEEE International Conference on Communication, Networks and Satellite (COMNETSAT)","volume":"57 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-07-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121968857","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: 4

Classification Auction Motorcycle and Car In South Jakarta District Attorney Using Naïve Bayes 分类拍卖摩托车和汽车在南雅加达地区检察官使用Naïve贝叶斯

2021 IEEE International Conference on Communication, Networks and Satellite (COMNETSAT) Pub Date : 2021-07-17 DOI: 10.1109/COMNETSAT53002.2021.9530827

Fransisca Kristina Mega, Y. Yaddarabullah, S. Permana

{"title":"Classification Auction Motorcycle and Car In South Jakarta District Attorney Using Naïve Bayes","authors":"Fransisca Kristina Mega, Y. Yaddarabullah, S. Permana","doi":"10.1109/COMNETSAT53002.2021.9530827","DOIUrl":"https://doi.org/10.1109/COMNETSAT53002.2021.9530827","url":null,"abstract":"The Prosecutor’s Office, as an institution, plays a role in enforcing the law, particularly in the field of prosecution. Goods used or resulting from a criminal act will be confiscated and then confiscated by the state. As a result of goods obtained as a result of a criminal act, said goods are to be auctioned off. According to the Minister of Finance Regulation Number 27 / PMK.06 / 2016 regarding auction implementation instructions, an auction is an open sale of goods to the public with the highest price bid in writing or orally, and it can be done online or offline. The South Jakarta District Prosecutor’s Office must determine the grade of the items being auctioned. However, determining the quality to be categorized took a month. As a result, research is required to categorize the quality of the items being auctioned. The need to classify auctions, particularly motorcycles and cars, to reduce the time spent classifying and classifying vehicles. The standard condition is used to classify auction items. This grade applies to the categories of an engine, exterior, and interior car, vehicle year, letter in the form of SNTK, BPKB, and vehicle keys. The Naive Bayes method is used in this study to classify auction items at the South Jakarta District Prosecutor’s Office. The accuracy value of this study is 74%, 44% precision, 50% recall, and 44% f1-score for motor vehicles and 57%, 44% precision, 50% recall, and 44% f1-score for car vehicles.","PeriodicalId":148136,"journal":{"name":"2021 IEEE International Conference on Communication, Networks and Satellite (COMNETSAT)","volume":"28 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-07-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126097750","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

Cloud-RAN And Coverage Gap in Rural Areas 云- ran与农村地区覆盖率差距

2021 IEEE International Conference on Communication, Networks and Satellite (COMNETSAT) Pub Date : 2021-07-17 DOI: 10.1109/COMNETSAT53002.2021.9530816

Ida Sèmévo Tognisse, A. Kora, Jules R. Dégila

引用次数: 1

Design GUI Filter Infinite Impulse Response (IIR) for Noise Reduction While Real-Time Using Labview 使用Labview设计GUI滤波器无限脉冲响应(IIR)，用于实时降噪

2021 IEEE International Conference on Communication, Networks and Satellite (COMNETSAT) Pub Date : 2021-07-17 DOI: 10.1109/COMNETSAT53002.2021.9530789

F. Rheza Andika, Ahmad Al Afif, Putri Wulandari

引用次数: 1

Spectrum Fee License Analysis on 3.5, 26, and 28 GHz Frequency For 5G Implementation in Indonesia 印尼5G实施3.5 GHz、26 GHz和28 GHz频段频谱费许可分析

2021 IEEE International Conference on Communication, Networks and Satellite (COMNETSAT) Pub Date : 2021-07-17 DOI: 10.1109/COMNETSAT53002.2021.9530804

Ade Wahyudin, A. Hikmaturokhman, Dinar Ahmad Harish

{"title":"Spectrum Fee License Analysis on 3.5, 26, and 28 GHz Frequency For 5G Implementation in Indonesia","authors":"Ade Wahyudin, A. Hikmaturokhman, Dinar Ahmad Harish","doi":"10.1109/COMNETSAT53002.2021.9530804","DOIUrl":"https://doi.org/10.1109/COMNETSAT53002.2021.9530804","url":null,"abstract":"Cellular technology that is currently being planned to release is 5G technology that will be released in 2022 in Indonesia by using frequencies at 3.5, 26, and 28 GHz. To maintain economic stability in Indonesia, especially in the field of non-tax revenue, it is needed to examine how much the Spectrum Fee is paid by the operator to the government. The formula of Bandwidth Spectrum License has set by the Government through the Ministry of Communications and Informatics. To analyze the suitability of the spectrum fee values and operators revenue the writer readjusts the value of normalization factor (K) where this value is given by 4 options which are 100%, 75%, 50%, and 25% of the K values obtained. As a result, The calculation of Spectrum Fee using 100% of K factor resulting Rp. 1,6 Trillion for the mid-band, while for the high-band resulting Rp. 6,4 Trillion. Spectrum fee is reduced in proportion to the decrease in the K Factor used. so that the K factor of 25% resulting Rp. 400 Billion for the mid-band, while for the high-band resulting Rp. 1,6 Trillion. In general, the use of high-band results in higher spectrum fees, this is due to the use of bandwidth that is 4 times higher than the mid-band and the higher K factor value.","PeriodicalId":148136,"journal":{"name":"2021 IEEE International Conference on Communication, Networks and Satellite (COMNETSAT)","volume":"35 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-07-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122557756","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

Prediction of the Unemployment and Bank Interest Rates on Changes in the Stock Price Index with Efficient Regression 失业率和银行利率对股票价格指数变化的有效回归预测

2021 IEEE International Conference on Communication, Networks and Satellite (COMNETSAT) Pub Date : 2021-07-17 DOI: 10.1109/COMNETSAT53002.2021.9530810

Berlian Al Kindhi, Rista Anisa Dewi, Noviyanti Santoso, Akhmad Yuzfa Salvian Idris, Afrizandy Bayu Yudhistira, Felya Mayora Putri

{"title":"Prediction of the Unemployment and Bank Interest Rates on Changes in the Stock Price Index with Efficient Regression","authors":"Berlian Al Kindhi, Rista Anisa Dewi, Noviyanti Santoso, Akhmad Yuzfa Salvian Idris, Afrizandy Bayu Yudhistira, Felya Mayora Putri","doi":"10.1109/COMNETSAT53002.2021.9530810","DOIUrl":"https://doi.org/10.1109/COMNETSAT53002.2021.9530810","url":null,"abstract":"Investment is the activity of saving or placing funds in a certain period with the hope that the storage will cause a gain or increase in investment value. Investments can be in the form of shares. Stock is proof of ownership of the value of a company. The influencing factors are the composite stock price index. The composite stock price index is one of the stock market indices used by the Indonesia Stock Exchange. As an indicator of stock price movements, this index includes price movements of all preferred stocks listed on the Indonesian stock exchange. In this study, we analyze the relationship between the composite stock price index with interest rates and the unemployment rate. Multiple linear regression is a continuation of simple linear regression. When simple linear regression provides only one independent variable (x) and one dependent variable (y). Multiple linear regression to cover the weakness of simple linear regression when there are more than one independent variable and one dependent variable (y). From our test results, the unemployment rate with the composite stock price index has a negative correlation, while the credit interest rate with the composite stock price index has a positive correlation, and predictions with the input data have a value close to the true value, which is 95%.","PeriodicalId":148136,"journal":{"name":"2021 IEEE International Conference on Communication, Networks and Satellite (COMNETSAT)","volume":"4 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-07-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132061209","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

Intelligent Augmented Video Streaming Services Using Lightweight QR Code Scanner 使用轻量级QR码扫描仪的智能增强视频流服务

2021 IEEE International Conference on Communication, Networks and Satellite (COMNETSAT) Pub Date : 2021-07-17 DOI: 10.1109/COMNETSAT53002.2021.9530819

Xuan-Vinh Nguyen, Gia-Huy Lam, Quang-Nhat Le, Quoc-Loc Duong, The-Manh Nguyen, Bao-Long Le, Q. D. Tran, Trong-Hop Do, Nhu-Ngoc Dao

{"title":"Intelligent Augmented Video Streaming Services Using Lightweight QR Code Scanner","authors":"Xuan-Vinh Nguyen, Gia-Huy Lam, Quang-Nhat Le, Quoc-Loc Duong, The-Manh Nguyen, Bao-Long Le, Q. D. Tran, Trong-Hop Do, Nhu-Ngoc Dao","doi":"10.1109/COMNETSAT53002.2021.9530819","DOIUrl":"https://doi.org/10.1109/COMNETSAT53002.2021.9530819","url":null,"abstract":"Video streaming is a multimedia service that continuously transmits the data over the Internet and presents the content on user screens without predownloading the entire video. Augmented video streaming is an advanced version of video streaming, where the video is enriched with additional embedded information in video frames. These additional data aim to provide a better user experience. Using QR code is one of the efficient approaches to incorporate information into video streams in this context. However, receiving the data in the embedded QR code is considered a challenging task owing to video quality and view angles. This paper proposes a lightweight two-stage QR code decoder for augmented video streaming using deep learning technologies. In the first stage, the position of the embedded QR code is detected using an online object detection algorithm. In the second stage, the detected region of the QR code is fed into a QR code reader to extract the embedded data. The experimental results show that the proposed decoder achieves high performances in terms of response time and decoding accuracy while being very lightweight, which is promising to be implemented in smartphones.","PeriodicalId":148136,"journal":{"name":"2021 IEEE International Conference on Communication, Networks and Satellite (COMNETSAT)","volume":"18 7","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-07-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131892928","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

Performance Analysis GFDM Using MMSE Equalization in Audio Transmission 基于MMSE均衡的GFDM音频传输性能分析

2021 IEEE International Conference on Communication, Networks and Satellite (COMNETSAT) Pub Date : 2021-07-17 DOI: 10.1109/COMNETSAT53002.2021.9530797

Wiwit Indah Sari, Anggun Fitrian Isnawati, Khoirun Ni’amah

{"title":"Performance Analysis GFDM Using MMSE Equalization in Audio Transmission","authors":"Wiwit Indah Sari, Anggun Fitrian Isnawati, Khoirun Ni’amah","doi":"10.1109/COMNETSAT53002.2021.9530797","DOIUrl":"https://doi.org/10.1109/COMNETSAT53002.2021.9530797","url":null,"abstract":"To improve the performance of communication channels in the future Generalized Frequency Division Multiplexing (GFDM) becomes a new method used to update the Filter Bank Multicarrier (FBMC) and Orthogonal Frequency Division Multiplexing (OFDM) methods. In this research, equalization used Minimum Mean Square Error (MMSE). The performance of this research was measured by the parameters of comparing the ratio of signal strength to noise (SNR) to bit error rate (BER) and channel capacity. The results of this research resulted in BER value obtained in GFDM QAM without MMSE in SNR 0 dB obtained a BER value of 0.413. Then at the SNR value of 25 dB get a value of 0.1645. Meanwhile, in GFDM system with MMSE in SNR 0 dB get BER value of 0.4799. Then, on SNR 25 dB get a BER value of 0.0184. GFDM QAM system with MMSE produces better value than GFDM QAM system without MMSE. In roll-off factor system testing when SNR 25 dB on roll-off factor 1 has a BER value of 0.5009, for roll-off factor 0.5 has a BER value of 0.02417. While in roll-off factor 0.3 has a value of BER 0.02356. The greater the roll-off factor value is higher BER value.","PeriodicalId":148136,"journal":{"name":"2021 IEEE International Conference on Communication, Networks and Satellite (COMNETSAT)","volume":"53 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-07-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127574664","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

[Copyright notice] (版权)

2021 IEEE International Conference on Communication, Networks and Satellite (COMNETSAT) Pub Date : 2021-07-17 DOI: 10.1109/comnetsat53002.2021.9530813

引用次数: 0