2020 8th International Conference on Information and Communication Technology (ICoICT)最新文献

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Nonlinear SWE and Experimental Observation for Wave Simulation due to Bottom Motion 基于底运动的非线性SWE和波浪模拟实验观测
2020 8th International Conference on Information and Communication Technology (ICoICT) Pub Date : 2020-06-01 DOI: 10.1109/ICoICT49345.2020.9166150
Astrid Velia Themba, P. H. Gunawan, A. Aditsania
{"title":"Nonlinear SWE and Experimental Observation for Wave Simulation due to Bottom Motion","authors":"Astrid Velia Themba, P. H. Gunawan, A. Aditsania","doi":"10.1109/ICoICT49345.2020.9166150","DOIUrl":"https://doi.org/10.1109/ICoICT49345.2020.9166150","url":null,"abstract":"Natural disasters can occur everywhere, causing geological and complex problems. One of the devastating natural disasters is the water wave disaster. Several factors can form a water wave disaster, one of them is due to the bottom motion of the water surface. This paper presents the simulation of numerical modeling waves due to the bottom motion using the 1D nonlinear SWE. Here, the staggered grid is used to help to discretize the model. Experiments are carried out eleven times to produce data for making wave simulations. The results of experiments and simulation results are compared and analyzed using the formula Root Mean Square Error (RMSE). This study aims to prove whether the nonlinear SWE model can simulate experimental waves accurately. The results showed that the shallow water equations model could represent the experimental results well with an error value of 0.000058.","PeriodicalId":113108,"journal":{"name":"2020 8th International Conference on Information and Communication Technology (ICoICT)","volume":"675 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132419132","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
Wave Height Prediction based on Wind Information by using General Regression Neural Network, study case in Jakarta Bay 基于风信息的广义回归神经网络波高预测,以雅加达湾为例
2020 8th International Conference on Information and Communication Technology (ICoICT) Pub Date : 2020-06-01 DOI: 10.1109/ICoICT49345.2020.9166305
Vita Juliani, D. Adytia, Adiwijaya
{"title":"Wave Height Prediction based on Wind Information by using General Regression Neural Network, study case in Jakarta Bay","authors":"Vita Juliani, D. Adytia, Adiwijaya","doi":"10.1109/ICoICT49345.2020.9166305","DOIUrl":"https://doi.org/10.1109/ICoICT49345.2020.9166305","url":null,"abstract":"Information about ocean wave is very important for naval navigation, port operations, offshore or nearshore activities around the sea waters. Moreover prediction of wave condition is necessary for design of harbour, coastal and offshore structures. Variations in wave heights are caused by wind pressure on free waves which make it random and uncertain, so that become difficult to predict. In previous studies, wave prediction have been carried out by using semi-empirical methods and conventional methods that require high resolution simulations and high computation. In this paper, we propose a method for prediction wave height from wind data by using a variant of Artificial Neural Network (ANN) with single pass associative memory-forward, so called General Regression Neural Network (GRNN). To obtain a set of training data, we perform numerical wave simulation by using SWAN (Simulating Wave Nearshore) model by using wind data obtained from ECMWF ERA-5. As a study area, we choose a rather shallow bathymetry and complex geometry, in Jakarta Bay, Indonesia. Results of prediction by using GRNN show a good agreement with wave data.","PeriodicalId":113108,"journal":{"name":"2020 8th International Conference on Information and Communication Technology (ICoICT)","volume":"37 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115440173","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
Fintech Growth Impact on Govemment Banking Business Model: Case Study of Bank XYZ 金融科技增长对政府银行业务模式的影响:以XYZ银行为例
2020 8th International Conference on Information and Communication Technology (ICoICT) Pub Date : 2020-06-01 DOI: 10.1109/ICoICT49345.2020.9166227
R. Rangkuti, M. Amrullah, Hafidz Januar, A. Rahman, C. Kaunang, M. R. Shihab, B. Ranti
{"title":"Fintech Growth Impact on Govemment Banking Business Model: Case Study of Bank XYZ","authors":"R. Rangkuti, M. Amrullah, Hafidz Januar, A. Rahman, C. Kaunang, M. R. Shihab, B. Ranti","doi":"10.1109/ICoICT49345.2020.9166227","DOIUrl":"https://doi.org/10.1109/ICoICT49345.2020.9166227","url":null,"abstract":"The presence of fintech companies currently has a considerable impact on the movement of conventional banks, Bank XYZ is no exception. With advances in technology and disruption of fintech services, customers take the advantages of financial transactions, such as financing, payments, and investments through fintech services. This will increasingly erode the number of banking customers. Therefore, Bank XYZ needs to make a change to maintain its market share. In this research, an analysis of Bank XYZ’s response in dealing with these threats in terms of transformation and technological innovation and changes in business models. This research utilizes a qualitative approach to identify the IT impacts on the business model change. The results of this research show that Bank XYZ made several changes in its implementation and strategy, namely innovation and utilization of the latest technological trends such as Big Data to improve services to customers, work on the unbanked people market segment, reduce the level of fraud, and develop online investment products. The changes made by Bank XYZ focus on product integration and providing digital banking services that meet current market needs, with the aim of being able to survive in the face of competition.","PeriodicalId":113108,"journal":{"name":"2020 8th International Conference on Information and Communication Technology (ICoICT)","volume":"39 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116196330","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
Utilization of Internet of Thing and Social Media in Designing a Smart System for Identification Pollution Quality of Air, Water, and Temperature 利用物联网和社交媒体设计空气、水和温度污染质量识别智能系统
2020 8th International Conference on Information and Communication Technology (ICoICT) Pub Date : 2020-06-01 DOI: 10.1109/ICoICT49345.2020.9166431
M. Saputra, R. W. Witjaksono, Warih Puspitasari
{"title":"Utilization of Internet of Thing and Social Media in Designing a Smart System for Identification Pollution Quality of Air, Water, and Temperature","authors":"M. Saputra, R. W. Witjaksono, Warih Puspitasari","doi":"10.1109/ICoICT49345.2020.9166431","DOIUrl":"https://doi.org/10.1109/ICoICT49345.2020.9166431","url":null,"abstract":"The problem of pollution in big cities is one form of social issues. Natural sources and human activities can cause air pollution. Classification of air pollutants is divided into two, the first is a primary pollutant that is a pollutant which is generated directly from the source of air pollution, and the second is a secondary pollutant that is a pollutant that occurs from primary reactions in the atmosphere. The nature of air causes the effects of air pollution can be direct and local, regional, and global. Air pollution can endanger the health of humans, animals, and plants, disrupt aesthetics and comfort, or damage property. To overcome this social problem, the Government has regulated in Government Regulation Number 41 of 1999 concerning Air Pollution Control. Cooperation is needed for all relevant stakeholders and the community to overcome these social problems. Current conditions both the Government and the public are difficult to find out information about air quality in the surrounding environment, so the role of community functions is very limited in anticipating and overcoming the problem of air pollution. Based on these problems, Machine-to-Machine (M2M) technology and social media networks Twitter can be used as a medium for disseminating information about air quality to trigger public awareness of the condition of air pollution in the surrounding environment and increase the role of community functions in tackling the problem of air pollution.","PeriodicalId":113108,"journal":{"name":"2020 8th International Conference on Information and Communication Technology (ICoICT)","volume":"34 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128666136","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
MSOF-DT Strategy and Its Impact on Real-Time Systems Scheduling msoft - dt策略及其对实时系统调度的影响
2020 8th International Conference on Information and Communication Technology (ICoICT) Pub Date : 2020-06-01 DOI: 10.1109/ICoICT49345.2020.9166453
F. A. Yulianto, Kuspriyanto, R. Mengko
{"title":"MSOF-DT Strategy and Its Impact on Real-Time Systems Scheduling","authors":"F. A. Yulianto, Kuspriyanto, R. Mengko","doi":"10.1109/ICoICT49345.2020.9166453","DOIUrl":"https://doi.org/10.1109/ICoICT49345.2020.9166453","url":null,"abstract":"When managing Real-Time System execution, dynamic deadlines are problems that are not easy to handle. If a real-time computation is built using the traditional approach (Run-to-Completion), then there is no tolerance for the time of completion of the execution. Using the MSOF-DT computation strategy, the RT task can be more tolerant of the reduced processing time (deadline changes). Besides that, in this paper, we also propose a real-time process scheduling algorithm based on the MSOF-DT strategy, called EDSEF/MSOF-DT. The schedulability of the schedule produced by EDSEF/MSOF-DT can be better than the schedule generated by the EDF algorithm and also higher than using (Min_D+ Min_C) policy alone without MSOF-DT, both in cases without interruptions or cases that contain interruptions.","PeriodicalId":113108,"journal":{"name":"2020 8th International Conference on Information and Communication Technology (ICoICT)","volume":"10 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124646389","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
Chord Recognition using FFT Based Segment Averaging and Subsampling Feature Extraction 基于FFT分段平均和子采样特征提取的和弦识别
2020 8th International Conference on Information and Communication Technology (ICoICT) Pub Date : 2020-06-01 DOI: 10.1109/ICoICT49345.2020.9166355
Linggo Sumarno
{"title":"Chord Recognition using FFT Based Segment Averaging and Subsampling Feature Extraction","authors":"Linggo Sumarno","doi":"10.1109/ICoICT49345.2020.9166355","DOIUrl":"https://doi.org/10.1109/ICoICT49345.2020.9166355","url":null,"abstract":"This paper proposes a feature extraction subsystem for a chord recognition system, which gives a fewer number of feature extraction coefficients than the previous ones. The method of the proposed feature extraction is FFT (Fast Fourier Transform) based segment averaging and subsampling. Guitar chords were used in developing the proposed feature extraction. In general, the method of the proposed feature extraction is as follows. Firstly, the input signal is transformed using FFT. Secondly, the left half portion of the transformed signal is processed in succession using SHPS (Simplified Harmonic Product Spectrum), logarithmic scaling, segment averaging, and subsampling. The output of subsampling is the result of the proposed feature extraction. Based on the test results, the proposed feature extraction was quite efficient for use in a chord recognition system. For the recognition rate category above 98%, the chord recognition system only required a number of seven feature extraction coefficients. In addition, for the recognition rate category above 90%, the chord recognition system only required a number of six feature extraction coefficients.","PeriodicalId":113108,"journal":{"name":"2020 8th International Conference on Information and Communication Technology (ICoICT)","volume":"119 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125206339","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
Designing Green Procurement based on ERP for Leather Tanning Industry 基于ERP的皮革制革行业绿色采购设计
2020 8th International Conference on Information and Communication Technology (ICoICT) Pub Date : 2020-06-01 DOI: 10.1109/ICoICT49345.2020.9166354
Mahsya Fajriani, A. Ridwan, M. Saputra
{"title":"Designing Green Procurement based on ERP for Leather Tanning Industry","authors":"Mahsya Fajriani, A. Ridwan, M. Saputra","doi":"10.1109/ICoICT49345.2020.9166354","DOIUrl":"https://doi.org/10.1109/ICoICT49345.2020.9166354","url":null,"abstract":"A high population and livestock production in Garut is the beginning of the development leather tanning industry, And now the leather tanning industry is the largest sector industry in Indonesia. A Leather tanning industry has the potential to harm the environment. PT. Elco Indonesia Sejahtera is one of the Leather tanning industry in Garut. They do not have a system to support the activities and it is reported with a paper as documentation. This research will design a green procurement system to minimize hazardous waste.The green procurement system will able to monitor the material and the supplier by using KPI (Key Performance Indicator). To design this green procurement system is by implementing ERP (Enterprise Resource Planning) with SAP Activate method. The Result of this research is an ERP system that is to help all the procurement activity with a green system. And this system is integrated with production, sales and distribution, and reverse logistics. These are will help the industry to monitor the business process.","PeriodicalId":113108,"journal":{"name":"2020 8th International Conference on Information and Communication Technology (ICoICT)","volume":"60 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125636622","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
Synonyms-Based Augmentation to Improve Fake News Detection using Bidirectional LSTM 基于同义词增强的双向LSTM假新闻检测方法
2020 8th International Conference on Information and Communication Technology (ICoICT) Pub Date : 2020-06-01 DOI: 10.1109/ICoICT49345.2020.9166230
Ghinadya, S. Suyanto
{"title":"Synonyms-Based Augmentation to Improve Fake News Detection using Bidirectional LSTM","authors":"Ghinadya, S. Suyanto","doi":"10.1109/ICoICT49345.2020.9166230","DOIUrl":"https://doi.org/10.1109/ICoICT49345.2020.9166230","url":null,"abstract":"Fake news is the news which contains propaganda and not relevant to the actual news. Today, the news in social media are troubling internet user. Hence, a fake news detector is needed to solve the problem. In this research, a fake news detector system based on Recurrent Neural Network (RNN) is developed. The architecture is designed using Bidirectional Long Short-Term Memories (Bi-LSTM) with exploit stance detection for the headline and the body of the news. Evaluation on 50 k news articles from FNC-1 shows that the proposed method produces F1-score of 0.2423 in detecting the fake news.","PeriodicalId":113108,"journal":{"name":"2020 8th International Conference on Information and Communication Technology (ICoICT)","volume":"52 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127930873","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
IoT Products Adoption for Smart Living in Indonesia: Technology Challenges and Prospects 物联网产品在印尼智能生活中的应用:技术挑战与前景
2020 8th International Conference on Information and Communication Technology (ICoICT) Pub Date : 2020-06-01 DOI: 10.1109/ICoICT49345.2020.9166200
Rahmat Yasirandi, Alvin Lander, Hana Rifdah Sakinah, Isa Mulia Insan
{"title":"IoT Products Adoption for Smart Living in Indonesia: Technology Challenges and Prospects","authors":"Rahmat Yasirandi, Alvin Lander, Hana Rifdah Sakinah, Isa Mulia Insan","doi":"10.1109/ICoICT49345.2020.9166200","DOIUrl":"https://doi.org/10.1109/ICoICT49345.2020.9166200","url":null,"abstract":"Internet of Things (IoT) Products have been popular in every country in the world nowadays. Indonesia has become one of the countries that have been affected positively by this technology. One of them is the realization of lifestyle paradigms, which is smart living. This research found that there are five main sectors in smart living, which are entertainment, health, energy management, security, and retail. IoT products functionality has become an important part of the impact of implementing smart living. But it was found that the existence of challenges and prospects from this technology adoption is not limited, mainly because Indonesia is a developing country that supports regulations related to the adoption of IoT technology. In results, there are data findings in this research that show facts related to the adoption of IoT Products for Smart Living in Indonesia.","PeriodicalId":113108,"journal":{"name":"2020 8th International Conference on Information and Communication Technology (ICoICT)","volume":"54 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131446896","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
Improving the Capacity of Data Hiding by Modifying the Interpolation of Audio Samples 通过修改音频采样插值提高数据隐藏能力
2020 8th International Conference on Information and Communication Technology (ICoICT) Pub Date : 2020-06-01 DOI: 10.1109/ICoICT49345.2020.9166336
R. Setiawan, T. Ahmad
{"title":"Improving the Capacity of Data Hiding by Modifying the Interpolation of Audio Samples","authors":"R. Setiawan, T. Ahmad","doi":"10.1109/ICoICT49345.2020.9166336","DOIUrl":"https://doi.org/10.1109/ICoICT49345.2020.9166336","url":null,"abstract":"In information technology, security has played a crucial role in protecting data. One of the methods that can be used is by hiding the data in a cover file, such as audio. However, the use of this carrier has several limitations, namely the capacity of the secret message and the quality of the stego data, which should not be easily recognized at the time of delivery. Therefore, in this research, we focus on overcoming these problems by exploring the modified high-order Lagrange interpolation to the audio samples equation. It is to produce a new signal as a space to embed relatively big confidential data. Furthermore, the Reduced Difference Expansion and smoothing algorithms are considered to maintain the quality of the stego audio. The evaluation is carried out on ten different sizes of payloads and 15 audio cover data. The results show that the use of the interpolation method can increase capacity.","PeriodicalId":113108,"journal":{"name":"2020 8th International Conference on Information and Communication Technology (ICoICT)","volume":"26 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129725821","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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