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2021 19th International Conference on ICT and Knowledge Engineering (ICT&KE)最新文献

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Game-Based Learning for the Elderly: Thailand 面向老年人的游戏学习:泰国
2021 19th International Conference on ICT and Knowledge Engineering (ICT&KE) Pub Date : 2021-11-24 DOI: 10.1109/ICTKE52386.2021.9665412
Wilawan Inchamnan
{"title":"Game-Based Learning for the Elderly: Thailand","authors":"Wilawan Inchamnan","doi":"10.1109/ICTKE52386.2021.9665412","DOIUrl":"https://doi.org/10.1109/ICTKE52386.2021.9665412","url":null,"abstract":"This study aims to develop a game-based application for therapeutic strategies for the elderly. The game design is based on trust, motivation and goal setting. The design attempts to build a relationship of trust with the player to motivate the player to take care of their health, and to help the player to set goals with the use of a wearable device. This device provides preparation tools for health that are easy to use for the elderly in Thailand. The game application encourages the player to learn about health care. The knowledge can help them to take care of their living environment, stress, diet, exercise and health profile. The results illustrate the role of game-based learning in therapeutic strategies. In accordance with the Game Concept, the concepts of games are broad and are applicable in various contexts, such as education. The results of this study may encourage older people in Thailand to use game applications to take care of their health. The game design is a health care training game and a gamification prototype.","PeriodicalId":215543,"journal":{"name":"2021 19th International Conference on ICT and Knowledge Engineering (ICT&KE)","volume":"10 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-11-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123762109","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
Design of Smart Key Box Using IoT 基于物联网的智能钥匙盒设计
2021 19th International Conference on ICT and Knowledge Engineering (ICT&KE) Pub Date : 2021-11-24 DOI: 10.1109/ICTKE52386.2021.9665693
Thanat Nonthaputha, U. Torteanchai, M. Kumngern, Jirapat Phookwantong
{"title":"Design of Smart Key Box Using IoT","authors":"Thanat Nonthaputha, U. Torteanchai, M. Kumngern, Jirapat Phookwantong","doi":"10.1109/ICTKE52386.2021.9665693","DOIUrl":"https://doi.org/10.1109/ICTKE52386.2021.9665693","url":null,"abstract":"This paper presents a design of smart key box using internet of things (IoT). It has been designed to be kept 8 keys that has been used in case of laboratory key-borrowing and returning for students. They can take the keys by themselves that use identity card which have been registered in database. It can save an important database with names, surnames, level of users and times. The administrator can access the database by logging-in password. It is convenient that the students can borrow and return a key by themselves. A several data from the database will be sent to the administrator’s smart phone via messages in Line application. Moreover, it has a sound from the speaker to guide every steps when it is operated.","PeriodicalId":215543,"journal":{"name":"2021 19th International Conference on ICT and Knowledge Engineering (ICT&KE)","volume":"8 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-11-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126124798","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
A Fast Multi-Object Tracking Method using DDR Descriptor 一种基于DDR描述符的快速多目标跟踪方法
2021 19th International Conference on ICT and Knowledge Engineering (ICT&KE) Pub Date : 2021-11-24 DOI: 10.1109/ICTKE52386.2021.9665699
Kasama Leewan, N. Jongsawat, A. Tungkasthan
{"title":"A Fast Multi-Object Tracking Method using DDR Descriptor","authors":"Kasama Leewan, N. Jongsawat, A. Tungkasthan","doi":"10.1109/ICTKE52386.2021.9665699","DOIUrl":"https://doi.org/10.1109/ICTKE52386.2021.9665699","url":null,"abstract":"In the visual intelligence system, the two main processes for visual analysis are object detection and object tracking. At present, the first process is overcome by using the YOLO-based frameworks. It shows very good results as the object detection tool using deep learning technique. However, many researchers realize that there are lots of obstacles and challenges in the second process. Therefore, the objective of this paper is to propose the Distance, Direction, and Aspect Ratio (DDR) method that can be used to improve the effectiveness of object tracking process. The main contribution of this paper is to present the technique that achieves greater than Deep SORT algorithm in term of speed for tracking objects. The experimental results show that our proposed method can be used to track object more accurately compared to a Deep SORT algorithm but consume less processing time than a Deep SORT algorithm at a frame rate, 25 frames per second on average.","PeriodicalId":215543,"journal":{"name":"2021 19th International Conference on ICT and Knowledge Engineering (ICT&KE)","volume":"50 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-11-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116851431","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
Development of Online Supervision System for Industrial Education Pre-Teachers 工业教育师范生在线督导系统的开发
2021 19th International Conference on ICT and Knowledge Engineering (ICT&KE) Pub Date : 2021-11-24 DOI: 10.1109/ICTKE52386.2021.9665698
Thanat Nonthaputha, M. Kumngern, Piya Prasongjan, U. Torteanchai, Nawaphol Thepnarin, Wassana Bunsong
{"title":"Development of Online Supervision System for Industrial Education Pre-Teachers","authors":"Thanat Nonthaputha, M. Kumngern, Piya Prasongjan, U. Torteanchai, Nawaphol Thepnarin, Wassana Bunsong","doi":"10.1109/ICTKE52386.2021.9665698","DOIUrl":"https://doi.org/10.1109/ICTKE52386.2021.9665698","url":null,"abstract":"In case of coronavirus disease starting in 2019 situations, it is a novel syndrome virus which caused due to the outbreak of highly dangerous. This virus is easily spreadable to human by human. The one of measures for prevention for the human in coronavirus disease situations that the human has been working from home and decreasing face-to-face contacted. This paper presents the development of online supervision system that instead of traditional supervision or onsite face-to-face supervision for industrial education pre-teacher students. It has been designed on web application to convenient for supervisors, mentors and pre-teacher students. They will send about report, assignment and teaching video on the system. Supervisors and mentors can comment, check the report or assignment and approve pre-teacher video teaching on the web daily or weekly. In addition, the proposed system can be decreased the expenses for official travel and a lot of papers when compare with traditional supervision or onsite face-to-face supervision.","PeriodicalId":215543,"journal":{"name":"2021 19th International Conference on ICT and Knowledge Engineering (ICT&KE)","volume":"25 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-11-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114736870","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
Predicting the J1 League Standings Using Pythagorean Expectations 使用毕达哥拉斯期望预测J1联赛排名
2021 19th International Conference on ICT and Knowledge Engineering (ICT&KE) Pub Date : 2021-11-24 DOI: 10.1109/ICTKE52386.2021.9665702
Rei Yamamoto, Yoshiro Yamamoto
{"title":"Predicting the J1 League Standings Using Pythagorean Expectations","authors":"Rei Yamamoto, Yoshiro Yamamoto","doi":"10.1109/ICTKE52386.2021.9665702","DOIUrl":"https://doi.org/10.1109/ICTKE52386.2021.9665702","url":null,"abstract":"The purpose of this study is to develop a prediction formula for the winning points of the J-League, a Japanese soccer league, and compare it with the actual winning points. The Pythagorean expectation formula, which predicts winning percentages in baseball and basketball, was modified for soccer for this purpose. We used the ggplot2 package of the statistical software R to visualize and compare the actual winning points with the winning points calculated using the Pythagorean expectation formula for soccer.","PeriodicalId":215543,"journal":{"name":"2021 19th International Conference on ICT and Knowledge Engineering (ICT&KE)","volume":"15 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-11-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121110067","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 Process Delays and Agricultural Aid by Process Mining 过程延迟分析与过程挖掘的农业援助
2021 19th International Conference on ICT and Knowledge Engineering (ICT&KE) Pub Date : 2021-11-24 DOI: 10.1109/ICTKE52386.2021.9665694
Nattawut Chum-Im, Phurint Phasom, Poohridate Arpasat, Nucharee Premchaiswadi, W. Premchaiswadi
{"title":"Analysis of Process Delays and Agricultural Aid by Process Mining","authors":"Nattawut Chum-Im, Phurint Phasom, Poohridate Arpasat, Nucharee Premchaiswadi, W. Premchaiswadi","doi":"10.1109/ICTKE52386.2021.9665694","DOIUrl":"https://doi.org/10.1109/ICTKE52386.2021.9665694","url":null,"abstract":"This research presents process mining to analyze Process Delays, Agricultural Aid from the European Rescue Fund to analyze the process flow and duration of the process executed throughout the project. Accordingly, the paper aims to analyze the accuracy of the processes that affect delays and provide suggestions for process improvement. The research data is from the BPI Conference 2018 held in Sydney, Australia [10]. Their research shows that each year, the process can be modified to make the system more consistent. Based on the number of cases in the process group (variant), some processes are delayed, resulting from a process reduction. However, in the overall time phase of the process, there is a decrease in the delay. Therefore, after discovering the activities associated with delay and those containing redundant loops, there is a need to investigate them further to reduce the time wasted.","PeriodicalId":215543,"journal":{"name":"2021 19th International Conference on ICT and Knowledge Engineering (ICT&KE)","volume":"31 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-11-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132175989","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
Quality Analysis of Shopee Seller Portal by Using Category Recommendation System Approach 基于品类推荐系统的Shopee卖家门户网站质量分析
2021 19th International Conference on ICT and Knowledge Engineering (ICT&KE) Pub Date : 2021-11-24 DOI: 10.1109/ICTKE52386.2021.9665701
Yamin Thwe, A. Tungkasthan, N. Jongsawat
{"title":"Quality Analysis of Shopee Seller Portal by Using Category Recommendation System Approach","authors":"Yamin Thwe, A. Tungkasthan, N. Jongsawat","doi":"10.1109/ICTKE52386.2021.9665701","DOIUrl":"https://doi.org/10.1109/ICTKE52386.2021.9665701","url":null,"abstract":"Consumers have shifted away from traditional transactions to online shopping as a result of the COVID-19 pandemic, digital social life, and staying at home. This has a significant impact on the volume of transactions for several ecommerce platforms, including Shopee, which must continue to improve customer satisfaction. One way to accomplish this is to improve the accuracy of the automatic category recommendation, which currently contains a significant number of errors made by the seller. The Shopee Data Scraper was used to collect data, and two qualitative analyses, namely content and thematic analysis, were used to determine how many instances of automatic category recommendation fraud were committed by the seller.According to the content analysis, there is a 29 percent error in product category selection. Meanwhile, 75.1 percent of products should be classified separately but are instead classified as ‘others.’ Following that, 72.7 percent of product titles contain the same words as existing categories.From this research, we managed to get an analysis of the percentage of errors in the automatic category recommendation mechanism from the Shopee platform which causes sellers to place their products in the wrong category so that they can be used for suggestions for improvement or further research.","PeriodicalId":215543,"journal":{"name":"2021 19th International Conference on ICT and Knowledge Engineering (ICT&KE)","volume":"30 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-11-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122370006","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
Big Data Analytics of Supply Chains with Process Mining 基于流程挖掘的供应链大数据分析
2021 19th International Conference on ICT and Knowledge Engineering (ICT&KE) Pub Date : 2021-11-24 DOI: 10.1109/ICTKE52386.2021.9665705
P. Porouhan, W. Premchaiswadi
{"title":"Big Data Analytics of Supply Chains with Process Mining","authors":"P. Porouhan, W. Premchaiswadi","doi":"10.1109/ICTKE52386.2021.9665705","DOIUrl":"https://doi.org/10.1109/ICTKE52386.2021.9665705","url":null,"abstract":"The purpose of this paper is to apply process mining techniques on a supply chains dataset obtained from data.mendeley.com. This dataset is previously used by the company DataCo Global [1]. However, Machine Learning and R programming language were used in [1]. What distinguishes our work from [1] is using Fluxicon Disco as process mining platform to further investigate and analyze the behaviors, shopping trends and demands of customers from 164 different countries. The dataset contains variables such as products, category types, payment type, delivery status, order status, shipping mode, etc. The dataset was collected within a period of three years (2015 - 2018). The dataset includes: 164 cases from worldwide customers who ordered products [online] from a website. In total, there are 180,519 events or the number of times when customers have ordered something from the website, and there are 118 activities or different ways to handle a customer order. Due to big size of the dataset used in this research, the study can be somehow relevant to big data analytics as well. The results of the study revealed interesting information about the demographic types of the customers [globally] in addition to their most preferred purchased items, payments methods, delivery status and so on.","PeriodicalId":215543,"journal":{"name":"2021 19th International Conference on ICT and Knowledge Engineering (ICT&KE)","volume":"79 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-11-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123197660","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
Evaluation of the Reliability of Heat Map Planner Software to Assist in Indoor Positioning 热力图规划软件辅助室内定位的可靠性评价
2021 19th International Conference on ICT and Knowledge Engineering (ICT&KE) Pub Date : 2021-11-24 DOI: 10.1109/ICTKE52386.2021.9665700
Nimit Srikamta, K. Namee, Korakod Chatngoen, J. Polpinij, G. Albadrani
{"title":"Evaluation of the Reliability of Heat Map Planner Software to Assist in Indoor Positioning","authors":"Nimit Srikamta, K. Namee, Korakod Chatngoen, J. Polpinij, G. Albadrani","doi":"10.1109/ICTKE52386.2021.9665700","DOIUrl":"https://doi.org/10.1109/ICTKE52386.2021.9665700","url":null,"abstract":"This research is aimed at learning and understand how to make a heat map to design a suitable access point and then compare the discrepancies between the heat map and the signal quality measurement at the actual work Including statistical comparison of the signal distribution through different types of walls for calculating the location of the Wi-Fi devices in indoor positioning. To study the efficiency of the Wi-Fi signal that can be distributed evenly across the locations. The method of operation is designing the installation location of the access point and use it to specify the location in the Heat Map Planner software to measure the Wi-Fi signal and then measure the actual signal storage area. Then, the measured values from the actual work site were compared statistically with the program values to see the efficiency of the broadcasting. In conducting this analysis, it will be possible to find the possible tolerances and then be able to perform the next heat map efficiently. There are fewer mistakes. In conclusion, the quality of the concrete wall distribution compared with the outdoor signal quality measurement, there was a reduction of -12dBm. The signal quality through the Glass Wall with Metal Frame compared to the outdoor signal quality measurement, signal attenuation down to -7dBm.","PeriodicalId":215543,"journal":{"name":"2021 19th International Conference on ICT and Knowledge Engineering (ICT&KE)","volume":"48 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-11-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121046854","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
Analysis of a Bank’s Lending Approval System using Process Mining 基于流程挖掘的银行贷款审批系统分析
2021 19th International Conference on ICT and Knowledge Engineering (ICT&KE) Pub Date : 2021-11-24 DOI: 10.1109/ICTKE52386.2021.9665411
Kamonmas Sirisong, P. Palangsantikul, Poohridate Arpasat, S. Intarasema, Sompong Tumswadi
{"title":"Analysis of a Bank’s Lending Approval System using Process Mining","authors":"Kamonmas Sirisong, P. Palangsantikul, Poohridate Arpasat, S. Intarasema, Sompong Tumswadi","doi":"10.1109/ICTKE52386.2021.9665411","DOIUrl":"https://doi.org/10.1109/ICTKE52386.2021.9665411","url":null,"abstract":"The main objective of this research is to analyze a bank’s lending approval system to improve the total efficiency of the bank’s lending process by using the Fuzzy Miner algorithm technique. The data included complex processes that were related to loan requests of the clients of the bank. the system has received a loan request. The primary motivation of the study was based on several complaints regarding handling the request cases with delays. The use of the Fuzzy Miner technique helped us recognize and identify the bottleneck areas and investigate the resources causing the delays. The study results can lead to the development of the bank’s lending systems by reducing problems that cause delays in the Bank’s operations.","PeriodicalId":215543,"journal":{"name":"2021 19th International Conference on ICT and Knowledge Engineering (ICT&KE)","volume":"31 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-11-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122381368","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
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