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

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ICoICT 2020 Cover Page ICoICT 2020封面
2020 8th International Conference on Information and Communication Technology (ICoICT) Pub Date : 2020-06-01 DOI: 10.1109/icoict49345.2020.9166419
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引用次数: 0
optimizing BTS Placement Using Hybrid Evolutionary Firefly Algorithm 基于混合进化萤火虫算法的BTS布局优化
2020 8th International Conference on Information and Communication Technology (ICoICT) Pub Date : 2020-06-01 DOI: 10.1109/ICoICT49345.2020.9166273
Dzakyta Afuzagani, S. Suyanto
{"title":"optimizing BTS Placement Using Hybrid Evolutionary Firefly Algorithm","authors":"Dzakyta Afuzagani, S. Suyanto","doi":"10.1109/ICoICT49345.2020.9166273","DOIUrl":"https://doi.org/10.1109/ICoICT49345.2020.9166273","url":null,"abstract":"The internet has become one of the basic needs of today’s society. Increasing internet users causes the addition of Base Transceiver Station (BTS) for each region. The construction of BTS certainly requires many costs if the placement is not optimum and leads to the futile placement of BTS. Therefore, it must be optimized for placement. In this research, a Hybrid Evolutionary Firefly Algorithm (HEFA) is implemented and compared to the original Firefly Algorithm (FA) in tackling this problem. Some computer simulations show that the HEFA gives an average fitness value up to 98.62%, which is slightly higher than the FA that produces 97.73%. It optimizes the BTS up to half of the initial generation.","PeriodicalId":113108,"journal":{"name":"2020 8th International Conference on Information and Communication Technology (ICoICT)","volume":"24 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":"115021354","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
The Analysis of User Intention Detection Related to Conventional Poster Advertisement by Using The Features of Face and Eye(s) 基于人脸和眼睛特征的传统招贴广告用户意图检测分析
2020 8th International Conference on Information and Communication Technology (ICoICT) Pub Date : 2020-06-01 DOI: 10.1109/ICoICT49345.2020.9166386
Yolanda Modesty, D. W. Sudiharto, Catur Wirawan Wijiutomo
{"title":"The Analysis of User Intention Detection Related to Conventional Poster Advertisement by Using The Features of Face and Eye(s)","authors":"Yolanda Modesty, D. W. Sudiharto, Catur Wirawan Wijiutomo","doi":"10.1109/ICoICT49345.2020.9166386","DOIUrl":"https://doi.org/10.1109/ICoICT49345.2020.9166386","url":null,"abstract":"There are official media to display conventional advertisements such as posters and billboards. However, those cannot tell to the owner related to the effectiveness of the advertisements directly. It can be recognized after the product items have been sold. Based on that problem, there is a requirement related to the media demonstrate an ability to instantly detect user intention. That function explained, generally, is held by a smart advertisement display. On that one, smart components can instantly detect the user intention, are attached to the monitor. Unfortunately, for some companies, the monitor is still expensive to be performed. This condition makes a potential desire to modify the existing smart advertisement system by gently moving the smart components (as an embedded system and a sensor) to other conventional displayed media such as posters. There is an underline state that has to be proven then that the smart modules attached on has to act similarly, likes when they are attached on the monitor. This study observes the ability of the smart components if they are attached to the posters to detect user intention directly. This study uses the previous observation result for elaborating user intention detection by using face and eye(s) features. The result gives a proven fact that smart parts attached to the posters produce the scoring which is relatively the same as the scoring by the smart display system in an arrangement, related to the effectiveness of the advertisement.","PeriodicalId":113108,"journal":{"name":"2020 8th International Conference on Information and Communication Technology (ICoICT)","volume":"1 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":"129563159","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
Numerical Simulation of Tsunami Evacuation Route Planning in Padang Using Linear Programming 基于线性规划的巴东海啸疏散路线规划数值模拟
2020 8th International Conference on Information and Communication Technology (ICoICT) Pub Date : 2020-06-01 DOI: 10.1109/ICoICT49345.2020.9166266
R. D. Prayogo, S. Karimah
{"title":"Numerical Simulation of Tsunami Evacuation Route Planning in Padang Using Linear Programming","authors":"R. D. Prayogo, S. Karimah","doi":"10.1109/ICoICT49345.2020.9166266","DOIUrl":"https://doi.org/10.1109/ICoICT49345.2020.9166266","url":null,"abstract":"This paper proposes an implementation of linear programming in tsunami horizontal evacuation routes decision making. A tsunami is a huge wave that travels with high speed towards a coastal area. Padang is the capital city of West Sumatera Province that is located in the coastal area as well as have a history of the tsunami disaster. The main problem is only a few minutes of the interval for the tsunami waves arrive at the coast after tsunami hazard warning. In the evacuation concept, the evacuees from the high-risk zone are moving to the shelter through a safe evacuation route. This research aims to determine the optimal evacuation routes with the constraints of a few minutes of the interval of evacuation time, the capacity of each shelter, and the number of evacuees. The evacuation time is an objective function that depends on the number of population, people density, road width, distance from the high-risk zone to the shelter, and velocity. The numerical simulation is done using linear programming with Matlab. The results show that all evacuees in each high-risk region are proportionally evacuated to available shelter areas within allocated evacuation time. The results of this research can be used for supporting tsunami evacuation plans and disaster resilience management by the authorities in Padang.","PeriodicalId":113108,"journal":{"name":"2020 8th International Conference on Information and Communication Technology (ICoICT)","volume":"56 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":"133500515","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
How Can Fingerprint Improves The Payment Experience of a Drink Vending Machine? 指纹如何改善自动售货机的支付体验?
2020 8th International Conference on Information and Communication Technology (ICoICT) Pub Date : 2020-06-01 DOI: 10.1109/ICoICT49345.2020.9166181
Satria Hutomo, Parman Sukarno, Rahmat Yasirandi
{"title":"How Can Fingerprint Improves The Payment Experience of a Drink Vending Machine?","authors":"Satria Hutomo, Parman Sukarno, Rahmat Yasirandi","doi":"10.1109/ICoICT49345.2020.9166181","DOIUrl":"https://doi.org/10.1109/ICoICT49345.2020.9166181","url":null,"abstract":"Many examples of technology on the payment scheme already help and facilitate transactions in Indonesia such as internet banking, ATM or debit cards, e-money, and also mobile banking. Included on drink vending machine, it is a sale that utilizes machines. Today’s commonly, drink vending machines still use coins or smart cards, which based on the Legal and Ethical Experience this factor is still have many weaknesses and threats, that can occur in this payment system. So the payment authentication factor is needed to pay more attention to user experience components, some of which are ownership, privacy, and security.So that in this study, the implementation of the fingerprint authentication scheme was made as an epayment factor based on user experience. This study uses a mixed-method in analyzing every pain problem of the research. Where to conduct exploratory studies through literature review and direct observation in the case of the application of the vending machines, especially in developing countries such as Indonesia. This research shows that the payment authentication system can solve the problem of the risk of system attack, the risk of topping up fails, it can harm the user (R1), if the user loses a smart card, the smart card is at risk of being used by not the owner (R2), if the data on the smart card is cloned, it can poses a risk to the system (R3). The conclusion of the proposed payment system can overcomes the existing problems obtained from the system security testing scenario. In addition, user agreement testing (R4 and R5) are also done by providing a questionnaire comparing the level of satisfaction of the existing and proposed payment systems, the results of this test shows that the user feels comfortable with the proposed payment system.","PeriodicalId":113108,"journal":{"name":"2020 8th International Conference on Information and Communication Technology (ICoICT)","volume":"43 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":"132345691","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
Language Modeling for Journalistic Robot based on Generative Pretrained Transformer 2 基于生成式预训练Transformer的新闻机器人语言建模
2020 8th International Conference on Information and Communication Technology (ICoICT) Pub Date : 2020-06-01 DOI: 10.1109/ICoICT49345.2020.9166359
Raihan Hamid Suraperwata, S. Suyanto
{"title":"Language Modeling for Journalistic Robot based on Generative Pretrained Transformer 2","authors":"Raihan Hamid Suraperwata, S. Suyanto","doi":"10.1109/ICoICT49345.2020.9166359","DOIUrl":"https://doi.org/10.1109/ICoICT49345.2020.9166359","url":null,"abstract":"The language model is typically represented as an unsupervised distribution estimate from a set of examples, each consisting of symbol sequences, and it could predict over sequences of words. We demonstrate the language model based on Generative Pretrained 2 will have a readable generated article for the journalistic robot. Nowadays, there is some trending of journalistic in Indonesia, freedom of the press, and it enables every journalist to make unprofessional news on the media. The problem affects the raise of journalist numbers who have lack journalistic knowledge and increases the amount of inappropriate news content in Indonesia. Therefore, to improve the quality of news produced by the mass media in Indonesia, a journalistic robot is needed to produce news content by the guidelines and the journalistic code of ethics. This research uses language modeling based on GPT-2 to generate articles. The program has four primary steps: building dataset, fine tuning GPT-2, modeling the trained data, and create articles. Furthermore, this research will add an Indonesian model for GPT-2 since the main purpose of this research is Indonesian articles. This paper proposes GPT-2 to be applied to news contents and calculate the result with BLEU scores to check if the results are readable content. These findings show that the proposed model is capable of generating a readable article after trained by 110 Indonesian articles with an excellent score of BLEU.","PeriodicalId":113108,"journal":{"name":"2020 8th International Conference on Information and Communication Technology (ICoICT)","volume":"314 2 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":"133385121","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
Discriminative Spectral Regression Metric Learning in Unconstrained Face Verification 无约束人脸验证中的判别谱回归度量学习
2020 8th International Conference on Information and Communication Technology (ICoICT) Pub Date : 2020-06-01 DOI: 10.1109/ICoICT49345.2020.9166239
S. Chong, T. Ong, L. Chong
{"title":"Discriminative Spectral Regression Metric Learning in Unconstrained Face Verification","authors":"S. Chong, T. Ong, L. Chong","doi":"10.1109/ICoICT49345.2020.9166239","DOIUrl":"https://doi.org/10.1109/ICoICT49345.2020.9166239","url":null,"abstract":"This paper presents the robustness of the proposed metric learning formulation, dubbed Discriminative Spectral Regression Metric Learning in offering a simplistic solution for measuring the Mahalanobis metric to solve unconstrained face verification problems. It takes advantage of distance metric learning on pairs of doublets by adopting the merit of the quadratic kernel function in the verification task. To be specific, the spectral graph analysis and the linear discriminant analysis are unified into the distance metric learning process for better exploitation of the intrinsic discriminant structure of face data. The proposed formulation is evaluated with four benchmarked constrained and unconstrained face datasets, with different tuning parameters under the restricted protocol. The promising result of 89.07% verification rate evinces the effectiveness and feasibility of the proposed formulation in unconstrained face verification compared to the state-of-the-art methods.","PeriodicalId":113108,"journal":{"name":"2020 8th International Conference on Information and Communication Technology (ICoICT)","volume":"9 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":"133053314","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
Smart Controlling System for Green Centralized Air Conditioner based on System Engineering Approach 基于系统工程方法的绿色集中空调智能控制系统
2020 8th International Conference on Information and Communication Technology (ICoICT) Pub Date : 2020-06-01 DOI: 10.1109/ICoICT49345.2020.9166176
M. Saputra, E. Sutoyo, A. Almaarif
{"title":"Smart Controlling System for Green Centralized Air Conditioner based on System Engineering Approach","authors":"M. Saputra, E. Sutoyo, A. Almaarif","doi":"10.1109/ICoICT49345.2020.9166176","DOIUrl":"https://doi.org/10.1109/ICoICT49345.2020.9166176","url":null,"abstract":"System monitoring and remote control is a necessity in order to achieve maximum service for service users. Because of shortcomings in the movement and control of Air Conditioner (AC), which still relies on manual systems, resulting in waste for AC energy released, in addition, there is no system that can monitor and control air conditioners remotely or centrally. Author tries to make the process of monitoring and controlling being centralized through the control room that can be used more easily for officers, specifically related to the AC control unit. In the other hand, energy from the AC can be more monitored. The temperature of the room will be monitored and controlled through a computer in the control room. That will make efficiency of energy used and become Green Air Conditioner, specifically in the use of centralized AC in office buildings. The concept of system that designed based on service-oriented by using the system engineering method as a benchmark in system design. Workflow of the system that created is temperature of the room will be taken by the sensor that installed in each room. Data from the sensor will be processed in the microcontroller and sent to the computer via the internet network, which will be showed in real time by using an internet connection, it will necessary to set the AC temperature from the control room automatically. In addition, web service programs are also used to monitor, control, and schedule centralized AC systems, it will m create more efficiency in the use of AC energy.","PeriodicalId":113108,"journal":{"name":"2020 8th International Conference on Information and Communication Technology (ICoICT)","volume":"4 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":"116464813","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
Investigating the Influence of Information Quality, Information Seeking, and Familiarity with Purchase Intentions: A Perspective of Instagram Users in Indonesia 调查信息质量、信息寻求和对购买意向熟悉程度的影响:来自印度尼西亚Instagram用户的视角
2020 8th International Conference on Information and Communication Technology (ICoICT) Pub Date : 2020-06-01 DOI: 10.1109/ICoICT49345.2020.9166163
Yekti Wirani, Latifa Diniputri, M. S. Romadhon
{"title":"Investigating the Influence of Information Quality, Information Seeking, and Familiarity with Purchase Intentions: A Perspective of Instagram Users in Indonesia","authors":"Yekti Wirani, Latifa Diniputri, M. S. Romadhon","doi":"10.1109/ICoICT49345.2020.9166163","DOIUrl":"https://doi.org/10.1109/ICoICT49345.2020.9166163","url":null,"abstract":"Instagram is a combination of commercial features with customer-oriented social computing that is often used by the Indonesian people to purchase products online. Instagram can be used by sellers and marketers to market and sell their products. This research proposed strategies that can support sellers and marketers by analyzing the factors that influence Purchase Intention on Instagram, including (1) Hedonic Motivation, (2) Review, (3) Information Quality, (4) Media Richness, (5) Trust, (6) Familiarity, and (7) Information Seeking. The data obtained in this study were processed with Partial Least Square-Structural Equation Modeling (PLSSEM). The results of this study are Information Quality, Information Seeking, and Familiarity were proven to influence Purchase Intention on Instagram users in Indonesia.","PeriodicalId":113108,"journal":{"name":"2020 8th International Conference on Information and Communication Technology (ICoICT)","volume":"9 2 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":"134352248","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
A Distributed Fuzzy Logic with Consensus for Exhaust Fan Controller 一种具有一致性的分布式模糊逻辑排气扇控制器
2020 8th International Conference on Information and Communication Technology (ICoICT) Pub Date : 2020-06-01 DOI: 10.1109/ICoICT49345.2020.9166362
M. Munir, B. Erfianto
{"title":"A Distributed Fuzzy Logic with Consensus for Exhaust Fan Controller","authors":"M. Munir, B. Erfianto","doi":"10.1109/ICoICT49345.2020.9166362","DOIUrl":"https://doi.org/10.1109/ICoICT49345.2020.9166362","url":null,"abstract":"Recently, the deployment of several exhaust fans for indoor cannot perform smoke suction ditributedly with the different exhaust fan speed according to the spread of smoke concentrations. It is because of the commercial exhaust fans sold in the market only have a constant fan rotational speed (usually full speed). Therefore, in this paper, a distributed fuzzy logic exhaust fan controller system with consensus averaging is designed to control different fan speed based on the distribution of smoke concentration in a closed room. Smoke is detected by smoke sensor in the form of carbon monoxide (CO) gas from burning wood charcoal. Based on the experiment, after the fuzzy logic process, each controller can communicate and exchange fuzzy logic output with its adjacent controllers to execute average consensus algorithm to regulate fan speed with respect to smoke concentration.","PeriodicalId":113108,"journal":{"name":"2020 8th International Conference on Information and Communication Technology (ICoICT)","volume":"25 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":"125461909","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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