2019 7th International Conference on Information and Communication Technology (ICoICT)最新文献_第3页

Air Transportation Network Robustness under Random and Hub-Based Disruptions 随机中断和枢纽中断下航空运输网络的鲁棒性

2019 7th International Conference on Information and Communication Technology (ICoICT) Pub Date : 2019-07-24 DOI: 10.1109/ICoICT.2019.8835230

A. Alamsyah, D. P. Ramadhani

{"title":"Air Transportation Network Robustness under Random and Hub-Based Disruptions","authors":"A. Alamsyah, D. P. Ramadhani","doi":"10.1109/ICoICT.2019.8835230","DOIUrl":"https://doi.org/10.1109/ICoICT.2019.8835230","url":null,"abstract":"Air transportation facilitates important connectivity to drive economic growth and development. Airports and airline companies are considered as two important components in flight activities. Those components construct an interconnected air transportation network. The highly connected network is susceptible against some disruptions. We simulate disruptions in two percolation scenarios, specifically random failures and hub-based attacks. The disruption consequences are examined through network robustness approach. The size of survived connected component and survived link is used as the network robustness measurement. Understanding air transportation network robustness is necessary since the air transportation inefficiency generates a huge level of economic and social costs. Air transportation is a notable and efficient transportation mode in Indonesia since having a wide-spread maritime territory. This research presents an insight of air transportation network robustness under disruptions with domestic flights in Indonesia as a case study and experiment. We discover that flight activities form a scale-free network with heavy-tailed distribution. Air transportation network is robust under random failures but extremely fragile under hub-based attacks. Percolation scenarios facilitate better understanding of disruption consequences on complex air transportation network and support the integrated national air transportation system planning.","PeriodicalId":439440,"journal":{"name":"2019 7th International Conference on Information and Communication Technology (ICoICT)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-07-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114111244","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

Water Filter Automation System Using Fuzzy Logic Controller 基于模糊逻辑控制器的滤水器自动化系统

2019 7th International Conference on Information and Communication Technology (ICoICT) Pub Date : 2019-07-24 DOI: 10.1109/ICoICT.2019.8835231

B. Erfianto, Aji Gautama Putrada

引用次数: 2

Quality Image Enhancement from Low Resolution Camera using Convolutional Neural Network 基于卷积神经网络的低分辨率相机图像质量增强

2019 7th International Conference on Information and Communication Technology (ICoICT) Pub Date : 2019-07-24 DOI: 10.1109/ICoICT.2019.8835273

Nopita Pratiwi Patmawati, A. Arifianto, Kurniawan Nur Ramadhani

引用次数: 2

Quality of Service (QoS) Comparison Analysis of Snort IDS and Bro IDS Application in Software Define Network (SDN) Architecture Snort IDS和Bro IDS在软件定义网络(SDN)体系结构中应用的服务质量(QoS)比较分析

2019 7th International Conference on Information and Communication Technology (ICoICT) Pub Date : 2019-07-24 DOI: 10.1109/ICoICT.2019.8835211

H. Hendrawan, Parman Sukarno, M. A. Nugroho

{"title":"Quality of Service (QoS) Comparison Analysis of Snort IDS and Bro IDS Application in Software Define Network (SDN) Architecture","authors":"H. Hendrawan, Parman Sukarno, M. A. Nugroho","doi":"10.1109/ICoICT.2019.8835211","DOIUrl":"https://doi.org/10.1109/ICoICT.2019.8835211","url":null,"abstract":"Intrusion Detection system (IDS) was an application which was aimed to monitor network activity or system and it could find if there was a dangerous operation. Implementation of IDS on Software Define Network architecture (SDN) has drawbacks. IDS on SDN architecture might decreasing network Quality of Service (QoS). So the network could not provide services to the existing network traffic. Throughput, delay and packet loss were important parameters of QoS measurement. Snort IDS and bro IDS were tools in the application of IDS on the network. Both had differences, one of which was found in the detection method. Snort IDS used a signature based detection method while bro IDS used an anomaly based detection method. The difference between them had effects in handling the network traffic through it. In this research, we compared both tools. This comparison are done with testing parameters such as throughput, delay, packet loss, CPU usage, and memory usage. From this test, it was found that bro outperform snort IDS for throughput, delay , and packet loss parameters. However, CPU usage and memory usage on bro requires higher resource than snort.","PeriodicalId":439440,"journal":{"name":"2019 7th International Conference on Information and Communication Technology (ICoICT)","volume":"8 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-07-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114577937","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: 8

Artificial Neural Network for Indonesian Tourism Demand Forecasting 基于人工神经网络的印尼旅游需求预测

2019 7th International Conference on Information and Communication Technology (ICoICT) Pub Date : 2019-07-24 DOI: 10.1109/ICoICT.2019.8835382

A. Alamsyah, Putu Bella Ayastri Friscintia

{"title":"Artificial Neural Network for Indonesian Tourism Demand Forecasting","authors":"A. Alamsyah, Putu Bella Ayastri Friscintia","doi":"10.1109/ICoICT.2019.8835382","DOIUrl":"https://doi.org/10.1109/ICoICT.2019.8835382","url":null,"abstract":"Tourism industry shows a positive growth and uphold an important role in national economy as the second largest portion of foreign exchange contributor, as well as its role in national employment. In improving tourism industry, it is necessary to develop an effort to balance out the potential demand and supply. Therefore, an accurate forecasting model is needed as the baseline of strategic resource planning as an effort to maximize the utilization and efficiency of the available resources. The objective of this research is to build an accurate forecasting model for Indonesian tourism demand. We use Gross Domestic Product (GDP), Consumer Price Index (CPI) and exchange rate from 5 major visitor countries of Indonesia as independent variable to predict Indonesian tourist arrivals number. Some of the main concerns in forecasting are non-linear relationship and high-fluctuation in data. By nature, tourism is relatively seasonal and fragile. Seasons of boom and lows are frequent, alarming the survival of industry players. We apply artificial neural network backpropagation as it has the ability to adapt to changes in input data. This character makes this method a convenient alternative to the econometrics and time-series forecasting models. We produce a forecasting model for monthly tourist arrivals in Indonesia. We reach an optimum configuration with single hidden layer and 31 hidden neurons.","PeriodicalId":439440,"journal":{"name":"2019 7th International Conference on Information and Communication Technology (ICoICT)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-07-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125810184","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: 14

Paraphrase Construction of Al Quran in Indonesian Language Translation 印尼语翻译中的《古兰经》释义结构

2019 7th International Conference on Information and Communication Technology (ICoICT) Pub Date : 2019-07-01 DOI: 10.1109/ICoICT.2019.8835303

Amalia Asti Hutami, M. Bijaksana, Arie A. Suryani

引用次数: 1

Online Tools for Collaborative Learning to Enhance Students Interaction 合作学习线上工具增进学生互动

2019 7th International Conference on Information and Communication Technology (ICoICT) Pub Date : 2019-07-01 DOI: 10.1109/ICoICT.2019.8835197

Wan Nur Tasnim Wan Hussin, Jamalludin Harun, Nurbiha A. Shukor

引用次数: 5

Implementing OpenMP Platform for Simulating Erodible Dam-Break using SWE-Exner Model 利用sw - exner模型实现OpenMP平台可侵蚀溃坝模拟

2019 7th International Conference on Information and Communication Technology (ICoICT) Pub Date : 2019-07-01 DOI: 10.1109/ICoICT.2019.8835300

Cynthia P. Anggraeni, Quedi Z. Fakhrusy, P. H. Gunawan

引用次数: 3

Chaos-based Cryptography for Transmitting Multimedia Data over Public Channels 基于混沌的公共信道多媒体数据传输加密

2019 7th International Conference on Information and Communication Technology (ICoICT) Pub Date : 2019-07-01 DOI: 10.1109/ICoICT.2019.8835351

A. Zaher, G. Amjad Hussain

{"title":"Chaos-based Cryptography for Transmitting Multimedia Data over Public Channels","authors":"A. Zaher, G. Amjad Hussain","doi":"10.1109/ICoICT.2019.8835351","DOIUrl":"https://doi.org/10.1109/ICoICT.2019.8835351","url":null,"abstract":"This paper explores using chaos-based cryptography for transmitting multimedia data, mainly speech and voice messages, over public communication channels, such as the internet. The secret message to be transmitted is first converted into a one-dimensional time series, that can be cast in a digital/binary format. The main feature of the proposed technique is mapping the two levels of every corresponding bit of the time series into different multiple chaotic orbits, using a simple encryption function. This one-to-many mapping robustifies the encryption technique and makes it resilient to crypto-analysis methods that rely on associating the energy level of the signal into two binary levels, using return map attacks. A chaotic nonautonomous Duffing oscillator is chosen to implement the suggested technique, using three different parameters that are assumed unknown at the receiver side. Synchronization between the transmitter and the receiver and reconstructing the secret message, at the receiver side, is done using a Lyapunov-based adaptive technique. Achieving stable operation, tuning the required control gains, as well as effective utilization of the bandwidth of the public communication channel are investigated. Two different case studies are presented; the first one deals with text that can be expressed as 8-bit ASCII code, while the second one corresponds to an analog acoustic signal that corresponds to the voice associated with pronouncing a short sentence. Advantages and limitation of the proposed technique are highlighted, while suggesting extensions to other multimedia signals, along with their required additional computational effort.","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":"132332474","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

Elderly Action Recognition System with Location and Motion Data 具有位置和运动数据的长者动作识别系统

2019 7th International Conference on Information and Communication Technology (ICoICT) Pub Date : 2019-07-01 DOI: 10.1109/ICoICT.2019.8835224

Nour Eddin Tabbakha, W. Tan, C. Ooi

{"title":"Elderly Action Recognition System with Location and Motion Data","authors":"Nour Eddin Tabbakha, W. Tan, C. Ooi","doi":"10.1109/ICoICT.2019.8835224","DOIUrl":"https://doi.org/10.1109/ICoICT.2019.8835224","url":null,"abstract":"The elderly population is experiencing high growth in most countries. In Malaysia, a majority of the households are dual-earner families, leaving their elderly parents at home. Without caretakers to look after them, aging parents may be susceptible to accidents. Therefore, an elderly action recognition system which can automatically identify their actions and whereabouts at home is needed. In this paper, the development and testing of a wearable device with motion detection and indoor positioning based on Random Forest Classifier is presented. The experiment was conducted in a home environment (MMU Digital Home Lab). The action recognition system utilizes a gyroscope and an accelerometer to detect different types of motion which are walking, sitting, standing, sitting-down, standing-up, falling, and sleeping. The action recognition system can measure these motions with a 97.6% accuracy. On the other hand, the indoor positioning uses Bluetooth Low Energy beacon and scanners to pinpoint five locations which are living room, bedroom, kitchen, office and toilet with a 97.25% accuracy. The results from the measured motions and indoor locations are pushed to an online Internet of Things (IoT) platform for action recognition, data logging and analytics.","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":"130481935","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