2019 7th International Conference on Information and Communication Technology (ICoICT)最新文献

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Development of Communication Technology on VANET with a Combination of Ad-hoc, Cellular and GPS Signals as a Solution Traffic Problems 结合自组织、蜂窝和GPS信号的VANET通信技术的发展解决交通问题
Humam Faris, S. Yazid
{"title":"Development of Communication Technology on VANET with a Combination of Ad-hoc, Cellular and GPS Signals as a Solution Traffic Problems","authors":"Humam Faris, S. Yazid","doi":"10.1109/ICoICT.2019.8835238","DOIUrl":"https://doi.org/10.1109/ICoICT.2019.8835238","url":null,"abstract":"Traffic problems can be solved by applying the VANET systems. But the challenge is that VANET WIFI communication between devices must run quickly and efficiently because the nodes are fast moving vehicles. For this reason, the selection of WIFI devices and the quality of the signals that are the media of communication on the VANET must be considered properly. The utilization of Ad-hoc, Cellular, and GPS signals must be arranged according to their needs and portions.","PeriodicalId":439440,"journal":{"name":"2019 7th International Conference on Information and Communication Technology (ICoICT)","volume":"26 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115410272","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: 6
A Study of Ontology-based Knowledge Management System in Academic Domain 基于本体的学术领域知识管理系统研究
M. F. Rokhman, D. Indra Sensuse, Shidiq Al Hakim, Deki Satria
{"title":"A Study of Ontology-based Knowledge Management System in Academic Domain","authors":"M. F. Rokhman, D. Indra Sensuse, Shidiq Al Hakim, Deki Satria","doi":"10.1109/ICoICT.2019.8835259","DOIUrl":"https://doi.org/10.1109/ICoICT.2019.8835259","url":null,"abstract":"The purpose of this paper is to review the use of ontology in the field of knowledge management in the academic domain. To conducting this systematic review, we used the guidelines from Kitchenham and used collected data sources from IEEE Xplore, Scopus, Emerald Insight, and ACM Digital Library. We collect paper from data sources by using boolean search through available tools in each publisher. The papers collected were only limited to the last five years and those using ontology as taxonomies. Our data search results found 346 articles, and there were 26 suitable articles selected based on the selection criteria we defined. Our findings concluded six types of ontology models contained in ontology-based knowledge management and three areas that mostly used ontology-based knowledge management systems. Finally, we also found important classes that form the basis for making an ontology used in knowledge management.","PeriodicalId":439440,"journal":{"name":"2019 7th International Conference on Information and Communication Technology (ICoICT)","volume":"13 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114479445","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: 3
Truncated Query of Phonetic Search for Al Qur’an 《古兰经》语音检索的截断查询
Aidil Zafran, M. Bijaksana, K. Lhaksmana
{"title":"Truncated Query of Phonetic Search for Al Qur’an","authors":"Aidil Zafran, M. Bijaksana, K. Lhaksmana","doi":"10.1109/ICoICT.2019.8835336","DOIUrl":"https://doi.org/10.1109/ICoICT.2019.8835336","url":null,"abstract":"This study examines how to look for a verse of the Quran or a clipped verse in the Qur’an and ranks search results correctly. Because the Qur’an consists of 30 juz, 114 letters and 6236 verses, then if you search for a particular verse then a Quranic verse search system is needed. At present, there is already a verse search system for the Quran, but the search results ranking process still has a number of errors in highlighting the verses that are searched for, the similarity scores that are less precise and have not been good at handling clipped or incomplete verses. When conducting a search that needs to remember a verse from the Koran, one can remember the whole verse of the Quran but there are also some cases that cannot remember a verse completely or cut off. For example, a complete verse search query zalikal kitabu la raiba fihi the result will be different from the clipped verse query like this zalikal kitabu fihi. Because some truncated characters will be ignored by the system and can reduce the value of similarity. This shows that the existing system does not provide good accuracy in string matching. With this research, it will overcome the LCS search problem which ignores previously unreadable characters. Using the LCS method of query search for all data so as to produce candidate results, then research the neglected character of the candidate results to find similarities between neglected characters and one of the candidates previously obtained. So, improve ranking in the lafzi and increase the ability of the lafzi to search for clauses that are clipped or incomplete.","PeriodicalId":439440,"journal":{"name":"2019 7th International Conference on Information and Communication Technology (ICoICT)","volume":"58 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127536256","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
Simulating Water and Sediment Flow Using SWE-Convection Diffusion Model on OpenMP Platform OpenMP平台上sw -对流扩散模型对水沙流动的模拟
Quedi Z. Fakhrusy, Cynthia P. Anggraeni, P. H. Gunawan
{"title":"Simulating Water and Sediment Flow Using SWE-Convection Diffusion Model on OpenMP Platform","authors":"Quedi Z. Fakhrusy, Cynthia P. Anggraeni, P. H. Gunawan","doi":"10.1109/ICoICT.2019.8835334","DOIUrl":"https://doi.org/10.1109/ICoICT.2019.8835334","url":null,"abstract":"In this paper, 1D SWE - convection reaction diffusion using semi implicit staggered scheme for approximating underwater landslide has been done. The numerical results is shown close enough to the experiment data by Centre National du Machinisme Agricole du Génie Rural des Eaux et des Forêts (CEMEGREF) laboratory, on December 1994. Here, two scenarios using different parameters in convection diffusion equation are elaborated. Using sediment speed 0.25 and diffusion coefficient of sediment 0.005, the water and sediment error are observed 0.49 and 0.507 respectively at time t = 0.4. Moreover, in this paper, the parallel computing using OpenMP platform is elaborated in the simulation. As the result, computer I with AMD Rayzen(TM) 2400 has the best result for speedup and efficiency with 3.602396 times and 90.0599 % when the final time at t = 0.8s and Nx = 6400 points.","PeriodicalId":439440,"journal":{"name":"2019 7th International Conference on Information and Communication Technology (ICoICT)","volume":"84 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129968586","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
BHMUS: Blockchain Based Secure Outdoor Health Monitoring Scheme Using UAV in Smart City BHMUS:基于区块链的智能城市无人机安全户外健康监测方案
A. Islam, S. Shin
{"title":"BHMUS: Blockchain Based Secure Outdoor Health Monitoring Scheme Using UAV in Smart City","authors":"A. Islam, S. Shin","doi":"10.1109/ICoICT.2019.8835373","DOIUrl":"https://doi.org/10.1109/ICoICT.2019.8835373","url":null,"abstract":"Unmanned aerial vehicle (UAV) is an emerging technology that becomes popular not only in military operation but also in civil applications. Internet of things (IoT) is another popular technology which brings automation in our daily life. Like other areas, IoT also exposes its potential in healthcare. Using IoT sensors, it becomes easy to monitor the health of a user remotely. UAV consolidated with mobile edge computing (MEC) can provide real-time services in outdoor health monitoring. However, communication among them surrounds with cyber threats and data integrity issue. Blockchain is a data structure in which data are shared among peers. In this paper, a blockchain based secure outdoor health monitoring scheme using UAV is proposed for a smart city. In the proposed scheme, health data (HD) are accumulated from users wearable sensors and these HD are transmitted to the nearest MEC server via UAV. Prior to transmitting to MEC, HD experience encryption in order to provide protection against cyber threats. Moreover, after arriving at MEC, HD are diagnosed and if any abnormalities are found in the user’s health, MEC server notifies the user and the nearest hospitals. When the processing is completed, HD are stored in blockchain with the consent of validators. Finally, simulation results and experimental set up are discussed in order to manifest the feasibility of the proposed scheme.","PeriodicalId":439440,"journal":{"name":"2019 7th International Conference on Information and Communication Technology (ICoICT)","volume":"2009 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132820971","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: 35
Two Stages Song Subject Classification on Indonesian Song Based on Lyrics, Genre & Artist 基于歌词、体裁和艺人的印尼歌曲两阶段歌曲主题分类
Rifqi Aziz, Moch Arif Bijaksana, Adiwijaya
{"title":"Two Stages Song Subject Classification on Indonesian Song Based on Lyrics, Genre & Artist","authors":"Rifqi Aziz, Moch Arif Bijaksana, Adiwijaya","doi":"10.1109/ICoICT.2019.8835232","DOIUrl":"https://doi.org/10.1109/ICoICT.2019.8835232","url":null,"abstract":"Music listeners have different interests in searching songs to listen to the song. They search songs based on artists, genres, and popular albums, besides some music listeners search for songs based on the theme/subject of the song. Searching songs based on themes/subjects is the most favored by listeners of music. This has been proven in online surveys in the previous studies. Basically, many music applications are able to categorize songs by genres, artists and albums. This is reasonable because in the audio file there is information about the artists, genres and albums so that music applications can automatically create playlists. However, to categorize songs based on themes/subjects requires a process to find out the theme/subject of the song. Machine learning is one of the solutions to categorize songs based on themes/subjects as has been done in previous research using lyrics as the object of research. In this study, an automatic classification system based on the subject using lyric, genre & artist data sources was4 created. As a result, it is found that the system performance with the addition of genre & artist information outperformed compared to using lyrics only. This study also tries to apply the two stages in the classification process and compares it to the single flat classification method implemented in previous research. The results indicate that the classification process with two stages classification method outperformed compared to single flat classification method both in the system performance and the efficiency of running time of the classification process. The system performance produced in this study using the Naïve Bayes method is able to produce an average value of 94.03% accuracy, 71.19% Precision, Recall 64.42%, and F1-Measure 67.85%.","PeriodicalId":439440,"journal":{"name":"2019 7th International Conference on Information and Communication Technology (ICoICT)","volume":"312 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133817480","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
"Do I Really Need to Use a Lock Screen?" : An Evaluation of Indonesian Smartphone Users “我真的需要锁屏吗?”:对印尼智能手机用户的评估
A. Kusyanti, Harin Puspa Ayu Catherina
{"title":"\"Do I Really Need to Use a Lock Screen?\" : An Evaluation of Indonesian Smartphone Users","authors":"A. Kusyanti, Harin Puspa Ayu Catherina","doi":"10.1109/ICoICT.2019.8835195","DOIUrl":"https://doi.org/10.1109/ICoICT.2019.8835195","url":null,"abstract":"Nowadays, smartphone diversifies its functionality to store users’ personal data including their sensitive information, which needs protection from unauthorized access. Lock screen is the simplest security method to guarantee the security of smartphone. This study aims to determine the factors that affect users in using lock screen as a lock on their smartphone by using 8 variables adapted from previous research. Data analysis used is Structural Equation Modelling (SEM) analysis. The results of this study suggest that the factors that influence users in using lock screen on their smartphone are trust, attitude and perceived risk.","PeriodicalId":439440,"journal":{"name":"2019 7th International Conference on Information and Communication Technology (ICoICT)","volume":"48 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133857661","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
Classification of Japanese Fagaceae Wood Based on Microscopic Image Analysis 基于显微图像分析的日本壳斗科木材分类
Salma, P. H. Gunawan, E. Prakasa, R. Damayanti, J. Sugiyama
{"title":"Classification of Japanese Fagaceae Wood Based on Microscopic Image Analysis","authors":"Salma, P. H. Gunawan, E. Prakasa, R. Damayanti, J. Sugiyama","doi":"10.1109/ICoICT.2019.8835270","DOIUrl":"https://doi.org/10.1109/ICoICT.2019.8835270","url":null,"abstract":"This paper presents wood identification method on microscopic image of Japanese Fagaceae wood by applying Daubechies Wavelet (DW) and Local Binary Pattern (LBP) algorithms. The main idea for this identification is to extract as much as possible the characteristics of wood to improve accuracy. The color intensity of microscopic wood image can be one of the characteristics of wood. Therefore, before extracting features with DW and LBP, we add color extraction to separate the color intensity in the Red, Green, and Blue (RGB) channels from the image. In addition, we compared several values of the LBP parameter for kernel type original, var, uniform, and ror to find the optimal value. The results of this work performed the accuracy of wood identification on microscopic image of Japanese Fagaceae wood with the Support Vector Machine (SVM) classifier is obtained 95.2% by setting P and R parameters at 8 and 2. Moreover in this paper, the most optimal LBP parameter value occurs when P = 16 and R = 1 for the original kernel type, which reaches 100% accuracy.","PeriodicalId":439440,"journal":{"name":"2019 7th International Conference on Information and Communication Technology (ICoICT)","volume":"36 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124295135","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
Lung Sounds Classification Using Stacked Autoencoder and Support Vector Machine 基于堆叠自编码器和支持向量机的肺音分类
A. Falah, Jondri Jondri
{"title":"Lung Sounds Classification Using Stacked Autoencoder and Support Vector Machine","authors":"A. Falah, Jondri Jondri","doi":"10.1109/ICoICT.2019.8835278","DOIUrl":"https://doi.org/10.1109/ICoICT.2019.8835278","url":null,"abstract":"Various methods have developed to analyze and classify many types of lung sound to reduce subjectivity in the auscultation procedure. In this paper, another proposed approach as a lung sound classification system has developed. This method combined a feature selection using unsupervised learning by stacked autoencoder (SAE) and support vector machine (SVM) as the classifier. Another feature extraction method using discrete wavelet transform also employed to bring a performance comparison to the proposed method. The result of this study showed that the proposed method scored 86.51%.","PeriodicalId":439440,"journal":{"name":"2019 7th International Conference on Information and Communication Technology (ICoICT)","volume":"11 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"134499139","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: 12
Approximation of velocity-density function for traffic flow model with obstacle problem in Jalan Merdeka Bandung 万隆市有障碍物交通流模型的速度-密度函数逼近
P. H. Gunawan, M. Ardi Rizmaldi
{"title":"Approximation of velocity-density function for traffic flow model with obstacle problem in Jalan Merdeka Bandung","authors":"P. H. Gunawan, M. Ardi Rizmaldi","doi":"10.1109/ICoICT.2019.8835368","DOIUrl":"https://doi.org/10.1109/ICoICT.2019.8835368","url":null,"abstract":"This paper discuss an approximation of velocity-density function in simple traffic flow model with obstacle problem on a single road line. The traffic flow model is described by a macroscopic model where the conservation of laws involved. The traffic flow model in this paper is based on two conditions which are the obstacle and free obstacle conditions. In order to obtain the relation between velocity and density parameters, then the observation procedure is executed. The observation data consists of the characteristics of traffic flow such as density and average speed of the vehicle. The data is obtained from direct observation in Jalan Merdeka Bandung, West Java, Indonesia. There are 8 (eight) velocity functions are obtained by using a polynomial function approximation method. In the result of linear velocity function, the velocity-density function v(ρ) = −50.72ρ + 45.08 is obtained with free obstacle problem. Meanwhile, with the present of obstacle problem, the function is shown v(ρ) = −15.73ρ + 21.09. Moreover, trough the numerical simulations, using velocity-density function with obstacle, the numerical result shows congestion occurs by a shock wave phenomenon in traffic flow simulation.","PeriodicalId":439440,"journal":{"name":"2019 7th International Conference on Information and Communication Technology (ICoICT)","volume":"88 8","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131672699","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
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