2021 9th International Conference on Information and Communication Technology (ICoICT)最新文献_第3页

Histogram of Oriented Gradient Random Template Protection for Face Verification 面向梯度随机模板保护的直方图人脸验证

2021 9th International Conference on Information and Communication Technology (ICoICT) Pub Date : 2021-08-03 DOI: 10.1109/ICoICT52021.2021.9527486

Lucas Chong Wei Jie, S. Chong

引用次数: 0

Analysis Influence of The Organizational Learning Environment Factors to Encourage Employee Motivation Using E-Learning 组织学习环境因素对E-Learning激励员工的影响分析

2021 9th International Conference on Information and Communication Technology (ICoICT) Pub Date : 2021-08-03 DOI: 10.1109/ICoICT52021.2021.9527501

Nanik Qodarsih, A. Hidayanto, Muhammad Rifki Shihab

{"title":"Analysis Influence of The Organizational Learning Environment Factors to Encourage Employee Motivation Using E-Learning","authors":"Nanik Qodarsih, A. Hidayanto, Muhammad Rifki Shihab","doi":"10.1109/ICoICT52021.2021.9527501","DOIUrl":"https://doi.org/10.1109/ICoICT52021.2021.9527501","url":null,"abstract":"The successful use of e-learning of course depends on how much great employees have engagement to e-learning. Related to this case, organizations that rely on technology e- learning so we need to build motivation of employees. We can build employee motivation when use e-learning, one thing that the writer look important is organizational support learning environment. This study will answer how the influence of the organizational learning environment to encourage employee motivation using e-learning. The research was conducted in Indonesia Judicial Training Centre. The research methodology is a case study research, research survey and quantitative research. The number of respondents who took part in the survey amounted to 318 responses. The questionnaire data was processed using the CB SEM method. Data processing is done using the AMOS 22 application. This research has been proven to provide a new perspective on the field of technology and information systems how the influence of organizational learning environment factors such as management support, technology support, organizational support, friend support, and job support can affect the Self Determination Theory and Technology Acceptance Model variables in e-learning acceptance.","PeriodicalId":191671,"journal":{"name":"2021 9th International Conference on Information and Communication Technology (ICoICT)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-08-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130527277","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

Recognition of Academic Emotions in Online Classes 网络课堂中学术情绪的识别

2021 9th International Conference on Information and Communication Technology (ICoICT) Pub Date : 2021-08-03 DOI: 10.1109/ICoICT52021.2021.9527452

Jordan Min Han Pang, T. Connie, Goh Kah Ong Michael

{"title":"Recognition of Academic Emotions in Online Classes","authors":"Jordan Min Han Pang, T. Connie, Goh Kah Ong Michael","doi":"10.1109/ICoICT52021.2021.9527452","DOIUrl":"https://doi.org/10.1109/ICoICT52021.2021.9527452","url":null,"abstract":"Online education has proliferated since the COVID-19 pandemic. Classes have been moved online as a result of school closures. Despite the flexibility offered by online learning, there are several challenges faced. Creating a good classroom climate for online classes is a challenging task. It is difficult for the teachers to obtain emotional feedback from the students, especially in asynchronous classes or classes with large number of students. It is hard for the teachers to evaluate the engagement of the students in class without knowing the students’ emotional response. The existing facial expression recognition databases focus on basic human emotions like happy, angry, sad, surprise and neutral. These basic emotions are not appropriate for learning as psychological and pedagogical studies have shown that there are differences between basic human emotions and academic emotions. In view of these problems, this paper presents a study on academic emotions. A dataset comprising four pertinent academic emotions have been established. Empirical analysis on the dataset is conducted using both hand crafted and deep learning approaches. The baseline evaluation demonstrates the suitability of the established academic dataset for online learning.","PeriodicalId":191671,"journal":{"name":"2021 9th International Conference on Information and Communication Technology (ICoICT)","volume":"34 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-08-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130779715","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

Present-80 Encryption Algorithm Implementation on GPRS Arduino Mega-2560 Cyber Physical Tracking System GPRS Arduino Mega-2560网络物理跟踪系统上的Present-80加密算法实现

2021 9th International Conference on Information and Communication Technology (ICoICT) Pub Date : 2021-08-03 DOI: 10.1109/ICoICT52021.2021.9527519

Dwi Novazrianto, Rini Wisnu Wardhani, Naufal Hafiz Syahidan

引用次数: 0

Enterprise Resource Planning Teaching in Post-Pandemic using Gamification 大流行后运用游戏化的企业资源规划教学

2021 9th International Conference on Information and Communication Technology (ICoICT) Pub Date : 2021-08-03 DOI: 10.1109/ICoICT52021.2021.9527497

Kaushal Jheengut, Dinesha Cauleechurn, Zarine Cadersaib

{"title":"Enterprise Resource Planning Teaching in Post-Pandemic using Gamification","authors":"Kaushal Jheengut, Dinesha Cauleechurn, Zarine Cadersaib","doi":"10.1109/ICoICT52021.2021.9527497","DOIUrl":"https://doi.org/10.1109/ICoICT52021.2021.9527497","url":null,"abstract":"the past decade has been witnessing a considerable technological evolution, gearing companies towards a constant competitive sense. One of the ways to maintain a competitive edge has been the adoption of Enterprise Resource Planning (ERP) systems to streamline business processes, therefore setting a high demand for ERP professionals. Although universities have ERP in their curricula, there is still a skill mismatch regarding ERP skills with industry. Existing teaching methods for ERP consists of numerous challenges that must be addressed to ensure learning and skill acquisition take place. Furthermore, the impact of the COVID-19 pandemic accelerated the populace to revert to online behaviors, including online teaching. This paper proposes a gaming approach to ERP teaching, with the aim of complementing existing traditional teaching methods, if not replace them. The game exposes the user to basic concepts through online lectures and then engages the user in different types of games such as crosswords, quizzes, scenario-based games and a simulation game. This game was experimented with a group of university students from the University of Mauritius who already had exposure to an ERP related subject. Overall, the game was much appreciated by the students and they were positive about its implementation in the teaching curriculum that is gradually metamorphosing into distance learning.","PeriodicalId":191671,"journal":{"name":"2021 9th International Conference on Information and Communication Technology (ICoICT)","volume":"25 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-08-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125741025","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

Data Mining for Revealing Relationship Between Google Community Mobility and Macro-Economic Indicators 谷歌社区流动性与宏观经济指标关系的数据挖掘

2021 9th International Conference on Information and Communication Technology (ICoICT) Pub Date : 2021-08-03 DOI: 10.1109/ICoICT52021.2021.9527431

Gunawan

{"title":"Data Mining for Revealing Relationship Between Google Community Mobility and Macro-Economic Indicators","authors":"Gunawan","doi":"10.1109/ICoICT52021.2021.9527431","DOIUrl":"https://doi.org/10.1109/ICoICT52021.2021.9527431","url":null,"abstract":"Google community mobility reports have helped to evaluate the effectiveness of government-imposed movement control among countries. However, the relationship between the mobility data and the characteristic of regions is less reported. This study aims to reveal hidden information from Google community mobility reports and relate them to all 34 Indonesian provinces' macro-economic indicators. This secondary research implements a data mining approach using the CRISP-DM process framework and Knime Analytics Platform. The community mobility data of residence and workplace are collected as a time series covering Feb 16, 2020, to Jan 31, 2021. Macro-economic indicators are collected from the website of the Indonesian national statistics agency. The clustering method has grouped provinces into three based on their mobility. The findings indicate the relationship between mobility fluctuation during the COVID-19 pandemic and macro-economic indicators, namely human development index and labor force participation rate. In the theoretical aspect, this study has been initiating the investigation of community mobility and macroeconomic. Policymakers in dealing with post-pandemic recovery planning might consider the cluster characteristics for better planning.","PeriodicalId":191671,"journal":{"name":"2021 9th International Conference on Information and Communication Technology (ICoICT)","volume":"29 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-08-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121833336","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

Game Theoretical Power Control in Heterogeneous Network 异构网络中的博弈论权力控制

2021 9th International Conference on Information and Communication Technology (ICoICT) Pub Date : 2021-08-03 DOI: 10.1109/ICoICT52021.2021.9527439

A. F. Isnawati, Mas Aly Afandi

{"title":"Game Theoretical Power Control in Heterogeneous Network","authors":"A. F. Isnawati, Mas Aly Afandi","doi":"10.1109/ICoICT52021.2021.9527439","DOIUrl":"https://doi.org/10.1109/ICoICT52021.2021.9527439","url":null,"abstract":"The development of wireless technology has penetrated in femtocell communication systems, where this communication system is very flexible to develop. However, with many networks running simultaneously, which is called a heterogeneous network, a combination of macrocell and femtocell networks, interference between networks is unavoidable. To resolve this interference, it can be done with adaptive power control techniques by the user. Adaptive power control can be achieved through the use of Game Theory and also known as Power Control Game (PCG). By determining the appropriate utility function, the optimal power is obtained when using the power update iteration process. The results show that in the Proposed method when it reaches a convergent condition, both femto users and macro users are able to reach SINR that exceeds the target SINR of 5.496 for femto users and 10.04 for macro users. Meanwhile, the Distributed Power Control (DPC) method is only able to achieve the SINR user value which is the same as the target SINR, which is 5 and 10 for femto users and macro users, respectively. The Proposed method produces a higher SINR value for the user than the DPC method so that in terms of achieving the target SINR, it is possible to conclude that the Proposed approach is superior to the DPC.","PeriodicalId":191671,"journal":{"name":"2021 9th International Conference on Information and Communication Technology (ICoICT)","volume":"39 12","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-08-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132707959","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

Modified Pixel Value Ordering-based Predictor for Reversible Data Hiding on Video 改进的基于像素值排序的视频可逆数据隐藏预测器

2021 9th International Conference on Information and Communication Technology (ICoICT) Pub Date : 2021-08-03 DOI: 10.1109/ICoICT52021.2021.9527504

T. Ahmad, Alek Nur Fatman, Ahmad Hoirul Basori

引用次数: 1

Improving Multi-Class Motor Imagery EEG Signals Classification Using Ensemble Learning Method 基于集成学习方法的多类运动意象脑电信号分类改进

2021 9th International Conference on Information and Communication Technology (ICoICT) Pub Date : 2021-08-03 DOI: 10.1109/ICoICT52021.2021.9527426

Deni Kurnianto Nugroho, N. A. Setiawan, H. A. Nugroho

{"title":"Improving Multi-Class Motor Imagery EEG Signals Classification Using Ensemble Learning Method","authors":"Deni Kurnianto Nugroho, N. A. Setiawan, H. A. Nugroho","doi":"10.1109/ICoICT52021.2021.9527426","DOIUrl":"https://doi.org/10.1109/ICoICT52021.2021.9527426","url":null,"abstract":"Electroencephalography (EEG) is a technique for measuring electrical activity on the scalp. The EEG detects voltage fluctuations caused by ion currents in brain neurons. The brain-computer interface system (BCIs) is intended to enable humans to monitor machines and interact with computers through their brains. It intends to construct non-muscular production pathways to convert brain function into discriminatory control commands correlated with various EEG signals dependent on motorized image patterns. Research on EEG is currently growing, especially in the field of motor imaging. EEG signal processing would be a feasible option for developing such a BCI device. The four basic stages of classical BCI are multi-class EEG signal acquisition, signal preprocessing, feature extraction, and motor imagery classification based on EEG. This study aims to determine the effect of wavelet packet decomposition (WPD) and common spatial pattern (CSP) feature extraction to optimize feature selection using the ensemble learning method. The method used in this research is experimental, where the stages begin with preprocessing, feature extraction with WPD and CSP, classification using ensemble learning and implementing feature selection using the principal component analysis (PCA) and select from the model (SFM). The results are the comparison of the accuracy generated from each method, including random forest (RF) of 74.71%, random forest with principal component analysis (RFPCA) of 68.01%, random forest with select from the model (RFSFM) of 82.15%, extra trees (ET) of 77.97%, extra trees with principal component analysis (ETPCA) of 64.18% and extra trees with selected from the model (ETSFM) of 83.28%.","PeriodicalId":191671,"journal":{"name":"2021 9th International Conference on Information and Communication Technology (ICoICT)","volume":"38 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-08-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114162600","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

Implementation and Analysis of Reusability Framework Design for Event User Interface Component in Phaser 3 第三阶段事件用户界面组件可重用框架设计的实现与分析

2021 9th International Conference on Information and Communication Technology (ICoICT) Pub Date : 2021-08-03 DOI: 10.1109/ICoICT52021.2021.9527441

Ahmad Arsyel Abdul Hakim, D. S. Kusumo, Jati H. Husen

{"title":"Implementation and Analysis of Reusability Framework Design for Event User Interface Component in Phaser 3","authors":"Ahmad Arsyel Abdul Hakim, D. S. Kusumo, Jati H. Husen","doi":"10.1109/ICoICT52021.2021.9527441","DOIUrl":"https://doi.org/10.1109/ICoICT52021.2021.9527441","url":null,"abstract":"The growth of game development is now widely supported by software such as game engines and game frameworks. Phaser 3 is a popular HTML5 based game framework on the browser platform. However, Phaser 3 does not facilitate managing code of User Interface (UI) event component. Sometimes a game developer discovers that UI event component codes, such as buttons or joysticks that have been created, must be regenerated on subsequent projects with the same function. In this research, we proposed a reusability framework for Phaser 3 by combining the factory method and the singleton pattern in managing UI event components. The aim is to make developer productivity increased so that there is no need to repeat the algorithm or code that has been created previously. Our results show that the Phaser 3 UI standard has less a reusability value of 64,241%, while the proposed framework that was built has relatively higher reusability, that is equal to 84,576%. Game developers can add the combination of design patterns, as good software development practices, into an existing game framework to achieve code reusability without major changing on the existing game framework. This approach can also be used for the creators of game framework to use design patterns from the outset of development of game framework.","PeriodicalId":191671,"journal":{"name":"2021 9th International Conference on Information and Communication Technology (ICoICT)","volume":"15 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-08-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122463543","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