2018 6th International Conference on Information and Communication Technology (ICoICT)最新文献

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Throughput Maximization Based on User Association in Heterogeneous Networks 异构网络中基于用户关联的吞吐量最大化
Khalid Sheikhidris Mohamed, M. Y. Alias, M. Roslee, Mohammed Jaber Alam
{"title":"Throughput Maximization Based on User Association in Heterogeneous Networks","authors":"Khalid Sheikhidris Mohamed, M. Y. Alias, M. Roslee, Mohammed Jaber Alam","doi":"10.1109/ICOICT.2018.8528793","DOIUrl":"https://doi.org/10.1109/ICOICT.2018.8528793","url":null,"abstract":"Cellular networks' endurance limitations are in constant abatement as extra numbers of cellular phone users are persistently occupying the resources of the network. Consequently, network resources, signal quality, Quality of Service (QoS) requirements etc. undergo hazardous conditions. Moreover, edge users are also endangered as they experience poor signal quality due to large separation distance and obstacles. However, smaller cells were introduced to alleviate the burdens from networks and explicitly comfort users. This paper, studies the Femto-cells performance over cellular networks and further proposes a user association scheme to off-load users to the Femto-cells. The simulation results reflect the outstanding performance of Femto-cells capabilities and how deploying 5 Femto-cells can relatively add-up 3Mbps to each user's throughput and approximately 10Mbps in a single iteration.","PeriodicalId":266335,"journal":{"name":"2018 6th International Conference on Information and Communication Technology (ICoICT)","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2018-05-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131188265","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
Enterprise Architecture for the Sensing Enterprise a Research Framework 面向传感企业的企业架构研究框架
E. Perdana, H. Sastramihardja, I. Suwardi
{"title":"Enterprise Architecture for the Sensing Enterprise a Research Framework","authors":"E. Perdana, H. Sastramihardja, I. Suwardi","doi":"10.1109/ICOICT.2018.8528721","DOIUrl":"https://doi.org/10.1109/ICOICT.2018.8528721","url":null,"abstract":"Internet of Things (IoT) will change many things, open up opportunities and enabling something that was not possible before. IoT provides sensing capability so that enterprise has better global context awareness. This is the Sensing Enterprise, an enterprise that obtains multidimensional information from physical or virtual objects in a connected environment. This sensing capability is expected to increase the capacity and capability of the enterprise in responding to sustainability challenges. This paper proposes a research framework as an alternative guide for researchers to produce various artifacts or theories to realize The Sensing Enterprise for sustainability achievement. The method used in developing the framework is modification/adaptation of transdisciplinary research model and information system research model. This framework has three main area consist of scientific base, enterprise architecture research process and sustainability achievement.","PeriodicalId":266335,"journal":{"name":"2018 6th International Conference on Information and Communication Technology (ICoICT)","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2018-05-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115149712","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
Finding Pattern in Dynamic Network Analysis 动态网络分析中的模式发现
A. Alamsyah, Made Kevin Bratawisnu, Puput Hari Sanjani
{"title":"Finding Pattern in Dynamic Network Analysis","authors":"A. Alamsyah, Made Kevin Bratawisnu, Puput Hari Sanjani","doi":"10.1109/ICOICT.2018.8528779","DOIUrl":"https://doi.org/10.1109/ICOICT.2018.8528779","url":null,"abstract":"Internet and social media changes the way human act and make social interaction daily. The accumulated of human social interaction form large scale unstructured data that possibly store timely knowledge. Social Network Analysis (SNA) methodology can be used to perform knowledge extraction from those unstructured data. SNA also provide the way to model user interaction pattern in social media. The majority research regarding user interaction pattern is in the form of static model, but in real-world, the interaction dynamically evolves. Hence, we use Dynamic Network Analysis (DNA) to study network dynamic structure during the observation time. In this research, we present analysis of user interactions evolution on social media, specifically in Twitter. As case study, Indonesia e-commerce and the telecommunication businesses are used for the reason of both are having high dynamic interactions market. User interactions is modeled as networks that are annotated with the time markers. Our finding is there are difference network properties during weekday and weekend, thus provide promotion pattern opportunity. The result allows us to understand the network properties phenomenon over the time, that leads to actionable effort such as when the exact time to do product promotion for business organization.","PeriodicalId":266335,"journal":{"name":"2018 6th International Conference on Information and Communication Technology (ICoICT)","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2018-05-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122419371","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: 11
Analysis of the Technology Acceptance Model (TAM) on Survey System Based Smartphone by the National Population and Family Planning Indonesia 印度尼西亚国家人口和计划生育部门基于智能手机调查系统的技术接受模型分析
Sukarno Sono, Nl. Meilani, T. Prihyugiarto, Y. Karyanti
{"title":"Analysis of the Technology Acceptance Model (TAM) on Survey System Based Smartphone by the National Population and Family Planning Indonesia","authors":"Sukarno Sono, Nl. Meilani, T. Prihyugiarto, Y. Karyanti","doi":"10.1109/ICOICT.2018.8528763","DOIUrl":"https://doi.org/10.1109/ICOICT.2018.8528763","url":null,"abstract":"There is a change in the technique or method of collecting and processing data on the Performance Monitoring Accountability (PMA) 2020 Survey by the National Population and Family Planning Indonesia, from a paper-based system to electronic-based which paperless system, one of the tools called Open Data Kit. This study was therefore aimed at identifying the users' perception and attitude towards the application of the new technology in this survey in Indonesia. One of the methods to determine the extent to which the users' acceptance of the application of a new technology is to use the Technology Acceptance Model. Data analysis was performed using the Structural equation Modelling with Analysis of Moment Structure software. The analysis results prove that out of six hypotheses, only one hypothesis is rejected. The results suggest that the application of a new technology system is acceptable and has no resistance from the supervisors and enumerators as the of smartphone-based surveys users. In conclusion, this technology is possible to apply in other surveys in Indonesia.","PeriodicalId":266335,"journal":{"name":"2018 6th International Conference on Information and Communication Technology (ICoICT)","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2018-05-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123141202","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: 7
Computational Analysis on Rise and Fall of Indonesian Vocabulary During a Period of Time 一段时间内印尼语词汇兴衰的计算分析
F. Rahutomo, R. A. Asmara, Deddy Kusbianto Purwoko Aji
{"title":"Computational Analysis on Rise and Fall of Indonesian Vocabulary During a Period of Time","authors":"F. Rahutomo, R. A. Asmara, Deddy Kusbianto Purwoko Aji","doi":"10.1109/ICOICT.2018.8528812","DOIUrl":"https://doi.org/10.1109/ICOICT.2018.8528812","url":null,"abstract":"Indonesian vocabularies are listed in Indonesian dictionary. The dictionary is published by Language Development Council, the Ministry of Education and Culture, Republic of Indonesia. Strangely, Indonesian citizen no longer uses many of Indonesian vocabularies which are listed in the dictionary. In contrary, the citizen uses so many new vocabularies which are not listed in the dictionary. The purpose of this study is to examine this phenomenon more deeply from computer science point of view. A collection of 6 months Indonesian online news corpus consists of 153,349 articles was used. Then the corpus was compared with 51,029 lemmas in Indonesian Thesaurus Dictionary. The analysis was done per day and per online media. This study reports 26,887 lemmas which never been used with daily increase trend during the period. While with 1,000 times appearance threshold, 509 new lemmas appear with daily decreased trend.","PeriodicalId":266335,"journal":{"name":"2018 6th International Conference on Information and Communication Technology (ICoICT)","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2018-05-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127083178","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
Fast UART and SPI Protocol for Scalable IoT Platform 用于可扩展物联网平台的快速UART和SPI协议
Rizka Reza Pahlevi, Aji Gautama Putrada S, M. Abdurohman
{"title":"Fast UART and SPI Protocol for Scalable IoT Platform","authors":"Rizka Reza Pahlevi, Aji Gautama Putrada S, M. Abdurohman","doi":"10.1109/ICOICT.2018.8528745","DOIUrl":"https://doi.org/10.1109/ICOICT.2018.8528745","url":null,"abstract":"This paper proposes the enhancement of Universal Asynchronous Transmitter Receiver (UART) and Serial Peripheral Interface (SPI) protocols for improving the node performance in the Internet of Things (IoT) platform. Implementation of UART communication protocol on IoT in microcontroller ATmega328 has limitation of Serial Hardware scalability so it must do bit banging which can affect performance and lack of speed. SPI requires change of SPI Control Register (SPICR) to become Slave Select which can affect speed and also have limited of Slave Select. There are many previous methods that have been proposed to solve this problem. However, none of them are scalable and speed aware. This proposed method uses parallelism concepts by implementing hardware environment. Through some experiments, this research succeeded to implement UART on FPGA where the speed is 67,3% faster than the microcontroller ATmega328 and is able to reach four UARTs. SPI Slave on FPGA has speed up to 73.43% faster than the microcontroller ATmega328 and is able to expand to two SPI Slaves.","PeriodicalId":266335,"journal":{"name":"2018 6th International Conference on Information and Communication Technology (ICoICT)","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2018-05-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114361678","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
Artificial Neural Network for Predicting Indonesia Stock Exchange Composite Using Macroeconomic Variables 利用宏观经济变量预测印尼证券交易所综合指数的人工神经网络
A. Alamsyah, Asri Nurfathi Zahir
{"title":"Artificial Neural Network for Predicting Indonesia Stock Exchange Composite Using Macroeconomic Variables","authors":"A. Alamsyah, Asri Nurfathi Zahir","doi":"10.1109/ICOICT.2018.8528774","DOIUrl":"https://doi.org/10.1109/ICOICT.2018.8528774","url":null,"abstract":"Stock is a high risk and high return investment. The risk-comparison scale for both losses and profits are not much different. The lure of profits temptations can be given by playing shares, sometimes make people less cautious and eventually fail to invest in stocks. To make right and profitable investment decisions, investors need to face uncertainty and fluctuating stock price movements. These phenomena cause investors to predict stock price movements for minimizing risks. The purpose of this study is to predict the Indonesian composite stock price index by using macroeconomic variables as a reflection of economic condition and as a good signal to forecast stock prices. This research is using Inflation, Interest Rates, and Exchange Rates as the macroeconomic variables. This study uses secondary data from Bank Indonesia and Indonesian Statistics Center from December 2005 to November 2017. The prediction uses Artificial Neural Network (ANN) Backpropagation method. The results gained the accuracy of 96,38% and mean-squared error of 0.0046 with the best time delay of 2 months before the predicted month. Based on the accuracy level and the error, macroeconomic variables (exchange rate, interest rate, inflation rate, and money supply M2) are the proper indicator to predict IDX Composite movement.","PeriodicalId":266335,"journal":{"name":"2018 6th International Conference on Information and Communication Technology (ICoICT)","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2018-05-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115520345","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: 10
TCP Congestion Window Analysis of Twitter with Exponential Model 基于指数模型的Twitter TCP拥塞窗口分析
H. Nuha, Sidik Prabowo
{"title":"TCP Congestion Window Analysis of Twitter with Exponential Model","authors":"H. Nuha, Sidik Prabowo","doi":"10.1109/ICOICT.2018.8528797","DOIUrl":"https://doi.org/10.1109/ICOICT.2018.8528797","url":null,"abstract":"In this work, an analysis of Transmission Control Protocol (TCP) Congestion Window with traffic model of twitter using exponential distribution is presented. TCP is a popular reliable protocol used by many internet service. As social medias emerge and introduce new characteristic of traffic, it is interesting to evaluate the performance of TCP in the latest social media environment scenario. Twitter as top social media shows its influence by taking part of many political event in the globe. An exponential distribution traffic model of Twitter traffic is proposed and an experiment on evaluation of TCP congestion window is presented in this paper. A congestion window represents efficiency of TCP to adapt network condition since the metric shows the number of data transmitted in a single transmission. In stable condition, shared bandwidth carry out higher congestion window which makes transmission more efficient. Combination of high traffic flow and high bandwidth comes with lower congestion window variation with 0.58 where low traffic flow obtains higher variance with 1.15.","PeriodicalId":266335,"journal":{"name":"2018 6th International Conference on Information and Communication Technology (ICoICT)","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2018-05-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116093886","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
Hadoop High Availability with Linux HA Hadoop高可用性与Linux HA
Diamun Fikri Solissa, M. Abdurohman
{"title":"Hadoop High Availability with Linux HA","authors":"Diamun Fikri Solissa, M. Abdurohman","doi":"10.1109/ICOICT.2018.8528789","DOIUrl":"https://doi.org/10.1109/ICOICT.2018.8528789","url":null,"abstract":"This paper proposes The High Availability Method using Heartbeat and DRBD on Hadoop Namenode Failover. Implementation of Hadoop as computing process framework and media storage needs to be supported by the availability in case of failure. Cluster system utilization in Hadoop with many Datanode is one of the strength points. Stored file will be replicated in distributed datanode as blocks that makes if one the datanode server fails, the other datanodes server still has duplicates blocks. The problem in hadoop system, there is just one Namenode which is the communicator between users and Datanodes. While Namenode goes down then users can't access files stored in Datanode. This proposed method accomplishes the Namenode failover process. The use of this method is very effective because it can accelerate downtime with automatic failover formed by Heartbeat and real-time mirroring formed by DRBD. The results indicate that the use of DRBD and Heartbeat may accelerate failover time of less than 10 seconds.","PeriodicalId":266335,"journal":{"name":"2018 6th International Conference on Information and Communication Technology (ICoICT)","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2018-05-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129004761","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
SocioEmpathy: A Social-Sensitivity Application to Reduce Stress and Depression of Divorce or Domestic Violence Victims 社会共情:社会敏感性应用于减轻离婚或家庭暴力受害者的压力和抑郁
Arga Putra Panatagama, Guntur Putra Pratama, Dwi Yoga Wibawa
{"title":"SocioEmpathy: A Social-Sensitivity Application to Reduce Stress and Depression of Divorce or Domestic Violence Victims","authors":"Arga Putra Panatagama, Guntur Putra Pratama, Dwi Yoga Wibawa","doi":"10.1109/ICOICT.2018.8528755","DOIUrl":"https://doi.org/10.1109/ICOICT.2018.8528755","url":null,"abstract":"Divorce rate in Indonesia is the highest in the Asia Pacific. Meanwhile, the effects of divorce and domestic violence are so bad for children, especially for teenagers. The children of the divorce will show more anxiety, depression, and antisocial behavior than the child of a normal family. On the other side, the most important thing for people who are depressed is the presence of people who are willing to listen to them patiently and to not to underestimate the problem. However, depressed people don't always find people who are willing to do so when they are depressed. Thus, an application to facilitate them to share their stories and problems is needed, it is called SocioEmpathy. Methodology to develop SocioEmpathy is literature study based on scientific journals and books on ICT, and unstructured interviews towards divorce victim and professional psychologist. The result is a SocioEmpathy application that has features: 1) Timeline, 2) Personal Chat, 3) Panic Button, 4) Mood Tracker, and 5) Psychologist Consultation. The conclusion of this research is SocioEmpathy is expected to become a solution for divorce victims to ease their depression. On the other hand, the SocioEmpathy app also increase experience for psychology students and psychologists involved in this application.","PeriodicalId":266335,"journal":{"name":"2018 6th International Conference on Information and Communication Technology (ICoICT)","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2018-05-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125571268","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: 5
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