首页 > 最新文献

2020 3rd International Conference on Computer and Informatics Engineering (IC2IE)最新文献

英文 中文
Emerging Knowledge Management Practice for Participative Govemment 参与式政府的新兴知识管理实践
Pub Date : 2020-09-15 DOI: 10.1109/IC2IE50715.2020.9274677
D. I. Sensuse, Hafizh Rafizal Adnan
Interaction between the government and the citizen is essential to improve public service and promote government openness. Knowledge resulted from e-participation initiatives is an asset for a government institution, especially to enable innovation. However, integrative study about knowledge management (KM) to support e-participation is currently lacking in the literature. Therefore, this study aimed to identify the state of the art of emerging knowledge management solution for participative government. The present study employed the Kitchenham method to explore literature related to knowledge management in the e-participation context. There were seventeen articles included in this study. Several alternatives to KM application, mechanism, and impacts were identified in this study. The findings of this study are expected to be a reference for further innovation in knowledge management, especially to optimize the potential of a combination of expert and public knowledge to enhance public service quality.
政府与公民的互动是改善公共服务、促进政府开放的必要条件。电子参与倡议产生的知识对政府机构来说是一笔财富,尤其是在促进创新方面。然而,目前文献中缺乏对知识管理支持电子参与的综合研究。因此,本研究旨在确定新兴的参与式政府知识管理解决方案的现状。本研究采用Kitchenham方法探讨电子参与情境下的知识管理相关文献。本研究共纳入了17篇文章。本研究确定了知识管理应用的几种替代方案、机制和影响。本研究结果可望为知识管理的进一步创新,特别是优化专家知识与公众知识结合的潜力,以提升公共服务品质提供参考。
{"title":"Emerging Knowledge Management Practice for Participative Govemment","authors":"D. I. Sensuse, Hafizh Rafizal Adnan","doi":"10.1109/IC2IE50715.2020.9274677","DOIUrl":"https://doi.org/10.1109/IC2IE50715.2020.9274677","url":null,"abstract":"Interaction between the government and the citizen is essential to improve public service and promote government openness. Knowledge resulted from e-participation initiatives is an asset for a government institution, especially to enable innovation. However, integrative study about knowledge management (KM) to support e-participation is currently lacking in the literature. Therefore, this study aimed to identify the state of the art of emerging knowledge management solution for participative government. The present study employed the Kitchenham method to explore literature related to knowledge management in the e-participation context. There were seventeen articles included in this study. Several alternatives to KM application, mechanism, and impacts were identified in this study. The findings of this study are expected to be a reference for further innovation in knowledge management, especially to optimize the potential of a combination of expert and public knowledge to enhance public service quality.","PeriodicalId":211983,"journal":{"name":"2020 3rd International Conference on Computer and Informatics Engineering (IC2IE)","volume":"37 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-09-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126065120","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
Analysis of Homophily, Emotional Attachment, and Expertise towards Vloggers’ Popularity and Viewers Purchasing Decisions in Beauty Products Industry 美容产品行业视频博主人气与观众购买决策的同质性、情感依恋和专业度分析
Pub Date : 2020-09-15 DOI: 10.1109/IC2IE50715.2020.9274675
Adela Khairunnisa Nugraha, A. Agus
This study examines the influence of homophily, expertise, and emotional attachment to the popularity of vloggers and ultimately examines the effect of emotional attachment, vlogger popularity, and expertise on the purchase intention of recommended beauty products by focusing on beauty vlogger Tasya Farasya. Homophily itself is divided into four dimensions including attitude, background, morals, and appearance. This study uses a descriptive research design conducted in a single-cross sectional through the distribution of questionnaires online to respondents. The target respondents of this study were Indonesian women aged 15 years and over and had watched the YouTube video of Tasya Farasya (n = 430). The data obtained processed using the statistical method of Structural Equation Modeling (SEM) using LISREL 8.80 software. The results of this research showed that almost all dimensions of homophily (attitude, values, appearance) are significantly have a positive impact the emotional attachment. On the other hand, all dimensions of homophily does not have a significant positive impact on vloggers’ popularity. Then, emotional attachment and expertise also found have a significant positive impact to vloggers’ popularity. In last, researcher found that emotional attachment and expertise are significantly have a positive impact the purchase intentions of viewers while vloggers’ popularity does not.
本研究以美妆视频博主Tasya Farasya为研究对象,考察同质性、专业知识和情感依恋对视频博主受欢迎程度的影响,并最终考察情感依恋、视频博主受欢迎程度和专业知识对推荐美妆产品购买意愿的影响。同质性本身分为态度、背景、道德、外表四个维度。本研究采用描述性研究设计,通过在线向受访者分发问卷,在单一横截面进行。本研究的目标调查对象为观看过Tasya Farasya YouTube视频的15岁及以上的印尼女性(n = 430)。所得数据采用LISREL 8.80软件对结构方程建模(SEM)的统计方法进行处理。本研究结果显示,同质性的几乎所有维度(态度、价值观、外貌)都对情感依恋产生显著的正向影响。另一方面,所有维度的同质性对视频博主的受欢迎程度并没有显著的积极影响。此外,情感依恋和专业知识也对视频博主的受欢迎程度产生了显著的积极影响。最后,研究者发现情感依恋和专业知识对观众的购买意愿有显著的正向影响,而视频博主的受欢迎程度对观众的购买意愿没有显著的正向影响。
{"title":"Analysis of Homophily, Emotional Attachment, and Expertise towards Vloggers’ Popularity and Viewers Purchasing Decisions in Beauty Products Industry","authors":"Adela Khairunnisa Nugraha, A. Agus","doi":"10.1109/IC2IE50715.2020.9274675","DOIUrl":"https://doi.org/10.1109/IC2IE50715.2020.9274675","url":null,"abstract":"This study examines the influence of homophily, expertise, and emotional attachment to the popularity of vloggers and ultimately examines the effect of emotional attachment, vlogger popularity, and expertise on the purchase intention of recommended beauty products by focusing on beauty vlogger Tasya Farasya. Homophily itself is divided into four dimensions including attitude, background, morals, and appearance. This study uses a descriptive research design conducted in a single-cross sectional through the distribution of questionnaires online to respondents. The target respondents of this study were Indonesian women aged 15 years and over and had watched the YouTube video of Tasya Farasya (n = 430). The data obtained processed using the statistical method of Structural Equation Modeling (SEM) using LISREL 8.80 software. The results of this research showed that almost all dimensions of homophily (attitude, values, appearance) are significantly have a positive impact the emotional attachment. On the other hand, all dimensions of homophily does not have a significant positive impact on vloggers’ popularity. Then, emotional attachment and expertise also found have a significant positive impact to vloggers’ popularity. In last, researcher found that emotional attachment and expertise are significantly have a positive impact the purchase intentions of viewers while vloggers’ popularity does not.","PeriodicalId":211983,"journal":{"name":"2020 3rd International Conference on Computer and Informatics Engineering (IC2IE)","volume":"27 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-09-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126871017","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
The Prediction Of Export Product Prices With Holt’s Double Exponential Smoothing Method 用霍尔特双指数平滑法预测出口产品价格
Pub Date : 2020-09-15 DOI: 10.1109/IC2IE50715.2020.9274679
H. Maulana, Ulfa Mulyantika
Indonesia is one of the largest swallow nest producers, supported by its natural condition as the original habitat of swiftlets. The selling price of unstable products and the lack of information about the prices of products exported to the general public are the problems faced. The absence of a benchmark or source of certain product prices that cause uncertainty in determining product prices. For this reason, the prediction system is created by applying the Holt’s Double Exponential Smoothing (DES) method, because this smoothing method can overcome time series data that has trend patterns. The prediction system provides a graph of the price movements of export products and price predictions for the following month. Based on testing that has been done, the results obtained mean that the Absolute Presentation Error (MAPE) is very good at 0.20%.
印度尼西亚是最大的燕窝生产国之一,这得益于其作为金丝燕原始栖息地的自然条件。面临的问题是产品的销售价格不稳定,以及出口到一般公众的产品价格信息缺乏。缺乏某些产品价格的基准或来源,从而导致确定产品价格的不确定性。因此,采用霍尔特双指数平滑(Holt’s Double Exponential Smoothing, DES)方法创建预测系统,因为这种平滑方法可以克服具有趋势模式的时间序列数据。预测系统提供出口产品价格变动的图表和下个月的价格预测。根据已经完成的测试,获得的结果意味着绝对呈现误差(MAPE)在0.20%的情况下非常好。
{"title":"The Prediction Of Export Product Prices With Holt’s Double Exponential Smoothing Method","authors":"H. Maulana, Ulfa Mulyantika","doi":"10.1109/IC2IE50715.2020.9274679","DOIUrl":"https://doi.org/10.1109/IC2IE50715.2020.9274679","url":null,"abstract":"Indonesia is one of the largest swallow nest producers, supported by its natural condition as the original habitat of swiftlets. The selling price of unstable products and the lack of information about the prices of products exported to the general public are the problems faced. The absence of a benchmark or source of certain product prices that cause uncertainty in determining product prices. For this reason, the prediction system is created by applying the Holt’s Double Exponential Smoothing (DES) method, because this smoothing method can overcome time series data that has trend patterns. The prediction system provides a graph of the price movements of export products and price predictions for the following month. Based on testing that has been done, the results obtained mean that the Absolute Presentation Error (MAPE) is very good at 0.20%.","PeriodicalId":211983,"journal":{"name":"2020 3rd International Conference on Computer and Informatics Engineering (IC2IE)","volume":"3 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-09-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131615422","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
[Copyright notice] (版权)
Pub Date : 2020-09-15 DOI: 10.1109/ic2ie50715.2020.9274614
{"title":"[Copyright notice]","authors":"","doi":"10.1109/ic2ie50715.2020.9274614","DOIUrl":"https://doi.org/10.1109/ic2ie50715.2020.9274614","url":null,"abstract":"","PeriodicalId":211983,"journal":{"name":"2020 3rd International Conference on Computer and Informatics Engineering (IC2IE)","volume":"94 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-09-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133023837","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
Magic Book with Augmented Reality Technology for Introducing Rare Animal 魔法书与增强现实技术介绍稀有动物
Pub Date : 2020-09-15 DOI: 10.1109/IC2IE50715.2020.9274590
W. Hidayat, Muhammad Irsyadul Ibad, Mahera Nur Sofiana, Muhammad Iqbal Aulia, T. A. Sutikno, R. Wakhidah
Augmented Reality is a technology that is in great demand by application developers today in all fields, including in the field of education, because it is easier for children to understand while learning an object in 3D visual form to learn some information. Indonesia is a country with animal diversity throughout the island in Indonesia. Unfortunately, many animals in Indonesia are endangered or protected species. This is due to a lack of education that teaches and introduces the diversity of animals that exist in Indonesia so there is a lot of illegal hunting that resulted in some animals becoming rare to find. The aim of this research is to create an android-based application that contains an introduction to endangered species in Indonesia with Augmented Reality named “RaaR”.
增强现实是当今所有领域,包括教育领域的应用程序开发人员都非常需要的一项技术,因为它更容易让孩子在学习3D视觉形式的对象时理解一些信息。印度尼西亚是一个动物多样性的国家,在印度尼西亚的整个岛屿。不幸的是,印度尼西亚的许多动物都是濒危或受保护的物种。这是由于缺乏教育和介绍印尼存在的动物多样性,所以有很多非法狩猎导致一些动物变得罕见。这项研究的目的是创建一个基于android的应用程序,该应用程序包含一个名为“RaaR”的增强现实技术,介绍印度尼西亚的濒危物种。
{"title":"Magic Book with Augmented Reality Technology for Introducing Rare Animal","authors":"W. Hidayat, Muhammad Irsyadul Ibad, Mahera Nur Sofiana, Muhammad Iqbal Aulia, T. A. Sutikno, R. Wakhidah","doi":"10.1109/IC2IE50715.2020.9274590","DOIUrl":"https://doi.org/10.1109/IC2IE50715.2020.9274590","url":null,"abstract":"Augmented Reality is a technology that is in great demand by application developers today in all fields, including in the field of education, because it is easier for children to understand while learning an object in 3D visual form to learn some information. Indonesia is a country with animal diversity throughout the island in Indonesia. Unfortunately, many animals in Indonesia are endangered or protected species. This is due to a lack of education that teaches and introduces the diversity of animals that exist in Indonesia so there is a lot of illegal hunting that resulted in some animals becoming rare to find. The aim of this research is to create an android-based application that contains an introduction to endangered species in Indonesia with Augmented Reality named “RaaR”.","PeriodicalId":211983,"journal":{"name":"2020 3rd International Conference on Computer and Informatics Engineering (IC2IE)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-09-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128758692","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
Lip Motion Recognition for Indonesian Vowel Phonemes Using 3D Convolutional Neural Networks 基于三维卷积神经网络的印尼语元音音素唇动识别
Pub Date : 2020-09-15 DOI: 10.1109/IC2IE50715.2020.9274562
Maxalmina, Satria Kahfi, Kurniawan Nur Ramadhani, A. Arifianto
Lip motion recognition is a technique for interpreting visual data that focuses on the mouth area and aims to recognize lip movement. The development of lip motion recognition is expected to be used to develop communication tools with deaf people and to automate the speech-to-text process visually. In the Indonesian language, the existence of vowel phonemes is needed to produce sounds so that words and sentences in the Indonesian language can be formed. This paper proposes a model that can recognize Indonesian vowel phonemes (/a/, /i/, /u/, /e/, and /o/) in lip movements. We proposed a model that uses 3D Convolutional Neural Networks. The data in this paper were processed by resizing into 112x56 pixel resolution then, proceed to the data augmentation by reversing the data horizontally and add blur to the data. The results of the testing of the vowel phoneme recognition model on lip motion show the highest accuracy rate of 84%.
唇动识别是一种解释视觉数据的技术,主要集中在嘴部区域,旨在识别唇动。唇动识别的发展有望用于开发与聋人的交流工具,并实现语音到文本的视觉自动化过程。在印尼语中,元音音素的存在是产生声音的必要条件,印尼语中的单词和句子才能形成。本文提出了一个可以识别印尼语元音音素(/a/, /i/, /u/, /e/和/o/)的唇形模型。我们提出了一个使用三维卷积神经网络的模型。本文将数据调整为112x56像素分辨率,然后进行数据增强,将数据水平反转,并对数据进行模糊处理。实验结果表明,基于唇动的元音音素识别模型准确率最高,达到84%。
{"title":"Lip Motion Recognition for Indonesian Vowel Phonemes Using 3D Convolutional Neural Networks","authors":"Maxalmina, Satria Kahfi, Kurniawan Nur Ramadhani, A. Arifianto","doi":"10.1109/IC2IE50715.2020.9274562","DOIUrl":"https://doi.org/10.1109/IC2IE50715.2020.9274562","url":null,"abstract":"Lip motion recognition is a technique for interpreting visual data that focuses on the mouth area and aims to recognize lip movement. The development of lip motion recognition is expected to be used to develop communication tools with deaf people and to automate the speech-to-text process visually. In the Indonesian language, the existence of vowel phonemes is needed to produce sounds so that words and sentences in the Indonesian language can be formed. This paper proposes a model that can recognize Indonesian vowel phonemes (/a/, /i/, /u/, /e/, and /o/) in lip movements. We proposed a model that uses 3D Convolutional Neural Networks. The data in this paper were processed by resizing into 112x56 pixel resolution then, proceed to the data augmentation by reversing the data horizontally and add blur to the data. The results of the testing of the vowel phoneme recognition model on lip motion show the highest accuracy rate of 84%.","PeriodicalId":211983,"journal":{"name":"2020 3rd International Conference on Computer and Informatics Engineering (IC2IE)","volume":"39 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-09-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128579312","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
Implementation of Data Cleansing Pattern Module for Data Quality Management Application using Open Source Tools 使用开源工具实现数据质量管理应用程序的数据清理模式模块
Pub Date : 2020-09-15 DOI: 10.1109/IC2IE50715.2020.9274628
Haidar Alvinanda Sulistyo, T. F. Kusumasari, E. N. Alam
In today’s digital world, maintaining the quality of the data is emerging as the keystone of business to obtain high quality data to make sure that the organizations create accurate and wise decision-making. Data were taken from various applications and mostly still raw and to transform the data into valuable and valid information, we need the data quality management in an organization is required to maintain its quality. The insight of the data is an essential tool for decision-makers. Good quality data exists when the data has been processed with data quality management. Good quality data has several beneficial impacts on organizations, and the ever-increasing amount of data in the rapidly expanding technological world of today makes analyzing it much more exciting. Therefore, this research will discuss one of the methods in data quality management that are data cleansing. We propose the design and implementation of pattern modules in data cleansing processing using open source tools to make the process of data cleansing of food and drug distribution permits in Indonesian government agencies more flexible and also create uniformity of the pattern data to obtain more insight to explore.
在当今的数字世界中,保持数据的质量正在成为企业获得高质量数据的基石,以确保组织制定准确而明智的决策。数据是从各种应用程序中获取的,而且大多还是原始的,为了将数据转化为有价值和有效的信息,我们需要在组织中进行数据质量管理,以保持其质量。对数据的洞察是决策者必不可少的工具。当数据经过数据质量管理处理后,就存在高质量的数据。高质量的数据对组织有几个有益的影响,并且在当今快速发展的技术世界中不断增加的数据量使分析数据变得更加令人兴奋。因此,本研究将讨论数据质量管理中的一种方法——数据清理。我们建议使用开源工具设计和实现数据清洗处理中的模式模块,使印度尼西亚政府机构中食品和药品分销许可的数据清洗过程更加灵活,并创建模式数据的统一性,以获得更多的洞察力。
{"title":"Implementation of Data Cleansing Pattern Module for Data Quality Management Application using Open Source Tools","authors":"Haidar Alvinanda Sulistyo, T. F. Kusumasari, E. N. Alam","doi":"10.1109/IC2IE50715.2020.9274628","DOIUrl":"https://doi.org/10.1109/IC2IE50715.2020.9274628","url":null,"abstract":"In today’s digital world, maintaining the quality of the data is emerging as the keystone of business to obtain high quality data to make sure that the organizations create accurate and wise decision-making. Data were taken from various applications and mostly still raw and to transform the data into valuable and valid information, we need the data quality management in an organization is required to maintain its quality. The insight of the data is an essential tool for decision-makers. Good quality data exists when the data has been processed with data quality management. Good quality data has several beneficial impacts on organizations, and the ever-increasing amount of data in the rapidly expanding technological world of today makes analyzing it much more exciting. Therefore, this research will discuss one of the methods in data quality management that are data cleansing. We propose the design and implementation of pattern modules in data cleansing processing using open source tools to make the process of data cleansing of food and drug distribution permits in Indonesian government agencies more flexible and also create uniformity of the pattern data to obtain more insight to explore.","PeriodicalId":211983,"journal":{"name":"2020 3rd International Conference on Computer and Informatics Engineering (IC2IE)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-09-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124396162","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
Personalization Strategies Based on Felder-Silverman Learning Styles and Its Impact on Learning: A Literature Review 基于费尔德-西尔弗曼学习风格的个性化策略及其对学习的影响:文献综述
Pub Date : 2020-09-15 DOI: 10.1109/IC2IE50715.2020.9274670
D. I. Sensuse, L. M. Hasani, B. Bagustari
Addressing different learner’s characteristics and needs is a critical issue in the process of learning. The advent of adaptive e-Learning technology has made it possible to tailor learning materials for different learner characteristics including learning styles. Delivering matching learning objects and strategies through an adaptive e-Learning system is believed to have a profound impact on learner’s learning performance. A body of research has offered various personalization strategies including learning object mapping according to learning styles. This paper focused on exploring how the learning objects are mapped to Felder-Silverman learning styles and the effect of implementing such approach. In this paper, 15 relevant publications were reviewed in order to gain some insights into the implementation of learning styles-based personalization. Based on the insights found this study proposed a conceptual learning object mapping and personalization strategies. The findings and recommendations of this study can be utilized as the basis to build an adaptive e-Learning system based on Felder-Silverman Learning Style Model (FSLSM).
在学习过程中,解决不同学习者的特点和需求是一个关键问题。自适应电子学习技术的出现使得为不同的学习者特征(包括学习风格)量身定制学习材料成为可能。通过自适应电子学习系统提供匹配的学习对象和策略,被认为对学习者的学习绩效有深远的影响。一些研究提出了各种个性化策略,包括根据学习风格绘制学习对象。本文主要探讨学习对象如何映射到费尔德-西尔弗曼学习风格,以及实施这种方法的效果。本文对15篇相关文献进行了综述,以期对基于学习风格的个性化的实施有所了解。在此基础上,本研究提出了概念学习对象映射和个性化策略。本研究的发现和建议可作为构建基于Felder-Silverman学习风格模型(FSLSM)的自适应电子学习系统的基础。
{"title":"Personalization Strategies Based on Felder-Silverman Learning Styles and Its Impact on Learning: A Literature Review","authors":"D. I. Sensuse, L. M. Hasani, B. Bagustari","doi":"10.1109/IC2IE50715.2020.9274670","DOIUrl":"https://doi.org/10.1109/IC2IE50715.2020.9274670","url":null,"abstract":"Addressing different learner’s characteristics and needs is a critical issue in the process of learning. The advent of adaptive e-Learning technology has made it possible to tailor learning materials for different learner characteristics including learning styles. Delivering matching learning objects and strategies through an adaptive e-Learning system is believed to have a profound impact on learner’s learning performance. A body of research has offered various personalization strategies including learning object mapping according to learning styles. This paper focused on exploring how the learning objects are mapped to Felder-Silverman learning styles and the effect of implementing such approach. In this paper, 15 relevant publications were reviewed in order to gain some insights into the implementation of learning styles-based personalization. Based on the insights found this study proposed a conceptual learning object mapping and personalization strategies. The findings and recommendations of this study can be utilized as the basis to build an adaptive e-Learning system based on Felder-Silverman Learning Style Model (FSLSM).","PeriodicalId":211983,"journal":{"name":"2020 3rd International Conference on Computer and Informatics Engineering (IC2IE)","volume":"28 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-09-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123192964","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
A Method for Microservices Handover in A Local Area Network 局域网络中的微服务切换方法
Pub Date : 2020-09-15 DOI: 10.1109/IC2IE50715.2020.9274591
R. Afshari, Rimba Frida Pusparini, Muhammad Helmi Utomo, Favian Dewanta, R. Negara
The trend of internet of things (IoT) makes the cloud less effective because networked control systems need low latency while cloud have high latency for processing data from sensors and devices. In that kind of situation, fog computing is introduced as the complement of cloud computing. However, unlike cloud services, fog services are limited to certain geographical area. As a consequence, fog services handover is needed in order to accommodate user’s mobility. This paper is focusing on microservices handover that follows user’s movement. The microservices installed in the current fog node are sent to another service coverage of a new fog node for continuing the same service to the users. Fog node contains a docker that runs MySQL, python script, and busybox services. When it comes to handover, docker will freeze current session and convert it to a checkpoint file. The file is created by taking a snapshot of the container, which consists of processes in memory, volume or image. The file will be sent by using secure shell (SSH) or file transfer protocol (FTP). At the destination fog node, the file will be processed in order to resume the service. The results show that delay of SSH is always higher than FTP in all experiments, in which the largest delays are 484.026 seconds for SSH protocol and 146.41 seconds for FTP protocols. As for checkpoint and restore process, those delays tend to be similar with respect to both SSH and FTP protocols but they are still affected by the size of snapshot and checkpoint file.
物联网(IoT)的趋势使得云的效率降低,因为网络控制系统需要低延迟,而云在处理来自传感器和设备的数据时具有高延迟。在这种情况下,雾计算作为云计算的补充而被引入。然而,与云服务不同,雾服务仅限于特定的地理区域。因此,为了适应用户的移动性,需要雾服务切换。本文关注的是跟随用户移动的微服务切换。安装在当前雾节点中的微服务被发送到新雾节点的另一个服务覆盖,以继续向用户提供相同的服务。Fog节点包含一个docker,运行MySQL、python脚本和busybox服务。在切换时,docker将冻结当前会话并将其转换为检查点文件。该文件是通过获取容器的快照创建的,容器由内存、卷或映像中的进程组成。文件将通过SSH (secure shell)或FTP(文件传输协议)发送。在目标雾节点上,将处理该文件以恢复服务。结果表明,在所有实验中,SSH协议的延迟始终高于FTP协议,其中SSH协议的最大延迟为484.026秒,FTP协议的最大延迟为146.41秒。至于检查点和恢复过程,这些延迟对于SSH和FTP协议来说都是类似的,但它们仍然受到快照和检查点文件大小的影响。
{"title":"A Method for Microservices Handover in A Local Area Network","authors":"R. Afshari, Rimba Frida Pusparini, Muhammad Helmi Utomo, Favian Dewanta, R. Negara","doi":"10.1109/IC2IE50715.2020.9274591","DOIUrl":"https://doi.org/10.1109/IC2IE50715.2020.9274591","url":null,"abstract":"The trend of internet of things (IoT) makes the cloud less effective because networked control systems need low latency while cloud have high latency for processing data from sensors and devices. In that kind of situation, fog computing is introduced as the complement of cloud computing. However, unlike cloud services, fog services are limited to certain geographical area. As a consequence, fog services handover is needed in order to accommodate user’s mobility. This paper is focusing on microservices handover that follows user’s movement. The microservices installed in the current fog node are sent to another service coverage of a new fog node for continuing the same service to the users. Fog node contains a docker that runs MySQL, python script, and busybox services. When it comes to handover, docker will freeze current session and convert it to a checkpoint file. The file is created by taking a snapshot of the container, which consists of processes in memory, volume or image. The file will be sent by using secure shell (SSH) or file transfer protocol (FTP). At the destination fog node, the file will be processed in order to resume the service. The results show that delay of SSH is always higher than FTP in all experiments, in which the largest delays are 484.026 seconds for SSH protocol and 146.41 seconds for FTP protocols. As for checkpoint and restore process, those delays tend to be similar with respect to both SSH and FTP protocols but they are still affected by the size of snapshot and checkpoint file.","PeriodicalId":211983,"journal":{"name":"2020 3rd International Conference on Computer and Informatics Engineering (IC2IE)","volume":"12 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-09-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123704779","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
The Design of Microfluidic Mixer Based on Flattening for Blood Mixing Application 基于压平的血液混合微流控混合器设计
Pub Date : 2020-09-15 DOI: 10.1109/IC2IE50715.2020.9274678
Nurul Fatimah, B. Mulyanti, R. Pawinanto, A. B. Pantjawati
The application of microchip technology has the potential to detect early health aspects. The mixing process in the medical laboratory examination with a blood check is important to determine the overall health condition and provide information on the disease suffered and also determine the treatment carried out or the next stage. This paper aims to study the simulation of microfluidic mixer devices based on flattening channels for blood mixing applications. The finite element analysis is used to study the effect of flattening channel geometry related to the microfluidic mixer performance. The results show that the mixing index above 0.98 is obtained which means the fluid was mixed homogenously. As a consequence, rapid and efficient mixing remains a challenging task within the design and development of micromixers. Furthermore, from the Reynolds number variations, it revealed that the mixing index increase when the Reynolds number increase.
微芯片技术的应用有可能发现早期健康问题。医学实验室检查与血液检查的混合过程对于确定总体健康状况和提供所患疾病的信息以及确定所进行的治疗或下一阶段非常重要。本文旨在研究用于血液混合应用的基于平坦通道的微流控混合器装置的仿真。采用有限元方法研究了平坦通道几何形状对微流控混合器性能的影响。结果表明,混合指数在0.98以上,表明流体混合均匀。因此,快速有效的混合仍然是微混合器设计和开发中的一项具有挑战性的任务。此外,从雷诺数的变化可以看出,随着雷诺数的增加,混合指数增加。
{"title":"The Design of Microfluidic Mixer Based on Flattening for Blood Mixing Application","authors":"Nurul Fatimah, B. Mulyanti, R. Pawinanto, A. B. Pantjawati","doi":"10.1109/IC2IE50715.2020.9274678","DOIUrl":"https://doi.org/10.1109/IC2IE50715.2020.9274678","url":null,"abstract":"The application of microchip technology has the potential to detect early health aspects. The mixing process in the medical laboratory examination with a blood check is important to determine the overall health condition and provide information on the disease suffered and also determine the treatment carried out or the next stage. This paper aims to study the simulation of microfluidic mixer devices based on flattening channels for blood mixing applications. The finite element analysis is used to study the effect of flattening channel geometry related to the microfluidic mixer performance. The results show that the mixing index above 0.98 is obtained which means the fluid was mixed homogenously. As a consequence, rapid and efficient mixing remains a challenging task within the design and development of micromixers. Furthermore, from the Reynolds number variations, it revealed that the mixing index increase when the Reynolds number increase.","PeriodicalId":211983,"journal":{"name":"2020 3rd International Conference on Computer and Informatics Engineering (IC2IE)","volume":"43 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-09-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121978498","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
期刊
2020 3rd International Conference on Computer and Informatics Engineering (IC2IE)
全部 Acc. Chem. Res. ACS Applied Bio Materials ACS Appl. Electron. Mater. ACS Appl. Energy Mater. ACS Appl. Mater. Interfaces ACS Appl. Nano Mater. ACS Appl. Polym. Mater. ACS BIOMATER-SCI ENG ACS Catal. ACS Cent. Sci. ACS Chem. Biol. ACS Chemical Health & Safety ACS Chem. Neurosci. ACS Comb. Sci. ACS Earth Space Chem. ACS Energy Lett. ACS Infect. Dis. ACS Macro Lett. ACS Mater. Lett. ACS Med. Chem. Lett. ACS Nano ACS Omega ACS Photonics ACS Sens. ACS Sustainable Chem. Eng. ACS Synth. Biol. Anal. Chem. BIOCHEMISTRY-US Bioconjugate Chem. BIOMACROMOLECULES Chem. Res. Toxicol. Chem. Rev. Chem. Mater. CRYST GROWTH DES ENERG FUEL Environ. Sci. Technol. Environ. Sci. Technol. Lett. Eur. J. Inorg. Chem. IND ENG CHEM RES Inorg. Chem. J. Agric. Food. Chem. J. Chem. Eng. Data J. Chem. Educ. J. Chem. Inf. Model. J. Chem. Theory Comput. J. Med. Chem. J. Nat. Prod. J PROTEOME RES J. Am. Chem. Soc. LANGMUIR MACROMOLECULES Mol. Pharmaceutics Nano Lett. Org. Lett. ORG PROCESS RES DEV ORGANOMETALLICS J. Org. Chem. J. Phys. Chem. J. Phys. Chem. A J. Phys. Chem. B J. Phys. Chem. C J. Phys. Chem. Lett. Analyst Anal. Methods Biomater. Sci. Catal. Sci. Technol. Chem. Commun. Chem. Soc. Rev. CHEM EDUC RES PRACT CRYSTENGCOMM Dalton Trans. Energy Environ. Sci. ENVIRON SCI-NANO ENVIRON SCI-PROC IMP ENVIRON SCI-WAT RES Faraday Discuss. Food Funct. Green Chem. Inorg. Chem. Front. Integr. Biol. J. Anal. At. Spectrom. J. Mater. Chem. A J. Mater. Chem. B J. Mater. Chem. C Lab Chip Mater. Chem. Front. Mater. Horiz. MEDCHEMCOMM Metallomics Mol. Biosyst. Mol. Syst. Des. Eng. Nanoscale Nanoscale Horiz. Nat. Prod. Rep. New J. Chem. Org. Biomol. Chem. Org. Chem. Front. PHOTOCH PHOTOBIO SCI PCCP Polym. Chem.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1