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Conference Proceedings: International Conference on Digital Transformation and Applications (ICDXA 2020)最新文献

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Improvement of Overall Equipment Effectiveness from Predictive Maintenance 预测性维护对设备整体效率的提高
Conference Proceedings: International Conference on Digital Transformation and Applications (ICDXA 2020) Pub Date : 1900-01-01 DOI: 10.56453/icdxa.2020.1005
Chee Him Leong, Yong Poh Yu, Wah Pheng Lee
{"title":"Improvement of Overall Equipment Effectiveness from Predictive Maintenance","authors":"Chee Him Leong, Yong Poh Yu, Wah Pheng Lee","doi":"10.56453/icdxa.2020.1005","DOIUrl":"https://doi.org/10.56453/icdxa.2020.1005","url":null,"abstract":"Overall Equipment Effectiveness (OEE) has been used by manufacturers as a key metric to identify how productive a production operation is, during the planned production time. While Industrial Internet of Things (IIoT) can be leveraged with data science, predictive maintenance becomes a better option for manufacturers to maintain their equipment. In this study, a simulation of predictive maintenance was done by using Classification and Regression Tree (CART) algorithm to predict machine failure. We also discussed the possible improvement of predictive maintenance to OEE. Keywords: Overall Equipment Effectiveness, Industry 4.0, Predictive Maintenance","PeriodicalId":216696,"journal":{"name":"Conference Proceedings: International Conference on Digital Transformation and Applications (ICDXA 2020)","volume":"31 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115441762","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
A Prototype of Self-Management Mobile Application for Chronic Kidney Disease 慢性肾脏疾病自我管理移动应用原型
Conference Proceedings: International Conference on Digital Transformation and Applications (ICDXA 2020) Pub Date : 1900-01-01 DOI: 10.56453/icdxa.2020.1025
Yong Quay So, Jian Keong Yong, Wee Yang Tan, Yee Yong Pang, Hiew Moi Sim
{"title":"A Prototype of Self-Management Mobile Application for Chronic Kidney Disease","authors":"Yong Quay So, Jian Keong Yong, Wee Yang Tan, Yee Yong Pang, Hiew Moi Sim","doi":"10.56453/icdxa.2020.1025","DOIUrl":"https://doi.org/10.56453/icdxa.2020.1025","url":null,"abstract":"Personal Health Assistant (PHA) is specially developed for kidney disease patients. This system has two platforms which are smartphone and webpage. Smart phone is designed for member, whereas webpage is designed for administrator to control the system. The main goal of this application is to save the time of the patient by automating the calculation of the selected meals and recommend the most nutritious food thus leading them a healthier life. This application comes with two main management systems: “Recipe Management System” and “Schedule Scheme System”. Keywords: Chronic Kidney Disease, Kidney Disease Diet Solution, Mobile Application, Peritoneal Dialysis, Prototype","PeriodicalId":216696,"journal":{"name":"Conference Proceedings: International Conference on Digital Transformation and Applications (ICDXA 2020)","volume":"11 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127133586","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
The Implementation of Virtual Reality (VR) in Tertiary Education in Malaysia 虚拟现实(VR)在马来西亚高等教育中的实施
Conference Proceedings: International Conference on Digital Transformation and Applications (ICDXA 2020) Pub Date : 1900-01-01 DOI: 10.56453/icdxa.2020.1024
Rachel Wong, P. L. Wong, Poh Wan Wong, Ching Pang Goh
{"title":"The Implementation of Virtual Reality (VR) in Tertiary Education in Malaysia","authors":"Rachel Wong, P. L. Wong, Poh Wan Wong, Ching Pang Goh","doi":"10.56453/icdxa.2020.1024","DOIUrl":"https://doi.org/10.56453/icdxa.2020.1024","url":null,"abstract":"Virtual reality (VR) is a technology that allows users to immerse into computer-simulated environment. Its flexibility and interactivity has brought a huge contribution into the education field such as allowing students to experience the settings of various professions in order to learn about careers (Pilgrim and Pilgrim, 2016) and also provide visual field trips by only using a smartphone. This paper has been conducted to research the trend of VR in education field and the benefits for tertiary students that by integrating the VR into their education. Moreover, the acceptance levels towards the implementation of VR in tertiary education and the challenges have also been studied. A data collection has been done through online questionnaire (i.e. Google form) to gather opinions from different universities. In conclusion, VR is not a trend in tertiary education but there is a high acceptance among tertiary students to implement it. Keywords: Virtual Reality, Tertiary Education, Trend, Opportunities, Challenges","PeriodicalId":216696,"journal":{"name":"Conference Proceedings: International Conference on Digital Transformation and Applications (ICDXA 2020)","volume":"21 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125852826","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
Auto-Assigned Colours on Facebook: Does Facebook Text Delight Colours Reflect the User’s Emotions Correctly? Facebook上的自动分配颜色:Facebook文本愉悦的颜色是否正确反映了用户的情绪?
Conference Proceedings: International Conference on Digital Transformation and Applications (ICDXA 2020) Pub Date : 1900-01-01 DOI: 10.56453/icdxa.2020.1026
Ming Yuan Mak, Yun Bei Choo, Xin Jie Wong, Yee Yong Loo, Khai-Yin Lim
{"title":"Auto-Assigned Colours on Facebook: Does Facebook Text Delight Colours Reflect the User’s Emotions Correctly?","authors":"Ming Yuan Mak, Yun Bei Choo, Xin Jie Wong, Yee Yong Loo, Khai-Yin Lim","doi":"10.56453/icdxa.2020.1026","DOIUrl":"https://doi.org/10.56453/icdxa.2020.1026","url":null,"abstract":"Facebook Text Delight is a feature whereby certain keywords will have different colours auto-assigned to it, heightening user expressions. However, these colours are auto-assigned and only restricted to certain words or phrases. Therefore, in this paper, we analyze the accuracy of the colour assigned and the percival of users towards the colours. We collected our data from different socio-demographic Facebook users. A survey was carried out alongside a series of posts with similar content but different colours on Facebook. Our results show that Facebook Text Delight may not reflect user’s emotions accurately. Keywords: Facebook Text Delight, Colour Psychology, Colour Words, Colour Emotions, Text Animations","PeriodicalId":216696,"journal":{"name":"Conference Proceedings: International Conference on Digital Transformation and Applications (ICDXA 2020)","volume":"260 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122685035","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
Click-Through Rate (Ctr) Prediction for Online Advertising 在线广告点击率(Ctr)预测
Conference Proceedings: International Conference on Digital Transformation and Applications (ICDXA 2020) Pub Date : 1900-01-01 DOI: 10.56453/icdxa.2020.1004
Jessie Poh Lin Teoh, T. Lim
{"title":"Click-Through Rate (Ctr) Prediction for Online Advertising","authors":"Jessie Poh Lin Teoh, T. Lim","doi":"10.56453/icdxa.2020.1004","DOIUrl":"https://doi.org/10.56453/icdxa.2020.1004","url":null,"abstract":"Click-Through Rate (CTR) prediction is used to estimate the probability of a user to click on an item in an online advertising. CTR provides insights in supporting effective online advertising that generates huge advertising revenues and also improve users’ satisfaction. Researchers use various features in their proposed CTR prediction models, and they can be generally classified as advertisement feature, user feature and ad-context feature. Advertisement feature explains “How” an ad serving is, user feature illustrates “Who” is browsing the web pages and lastly the ad-context feature describes “What” the product is, “Where” will an ad displayed and the “Mood” of the web contents from users’ comments. In recent years, there is a transformation on CTR models from the traditional methodologies into deep CTR models. Different studies have emphasized certain features and there is no consensus on the features used in the CTR prediction models to achieve better performance. This paper examines the features used by various CTR prediction models in the online advertising and the various opportunities that are available for future research. Keywords: Ad-context, Click-Through Rate, Deep Interest Evolution Network, Deep Interest Network, Deep Session Interest Network","PeriodicalId":216696,"journal":{"name":"Conference Proceedings: International Conference on Digital Transformation and Applications (ICDXA 2020)","volume":"44 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124729536","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
A Critical Review on Engagement Rate and Pattern on Social Media Sites 社交媒体网站的参与率和模式综述
Conference Proceedings: International Conference on Digital Transformation and Applications (ICDXA 2020) Pub Date : 1900-01-01 DOI: 10.56453/icdxa.2020.1002
Wai Beng Tan, T. Lim
{"title":"A Critical Review on Engagement Rate and Pattern on Social Media Sites","authors":"Wai Beng Tan, T. Lim","doi":"10.56453/icdxa.2020.1002","DOIUrl":"https://doi.org/10.56453/icdxa.2020.1002","url":null,"abstract":"Popular social media sites such as Facebook, Instagram and Twitter have become important tools in fostering relationships between companies and customers. When using social media sites, organisations are often keen to maximise engagements from their target audiences. Companies tend to create posts to which their audience will reply, retweet, comment, share and like. However, different types of contents from posts can impact on three interaction metrics: likes, comments and shares. In this paper, we investigate the factors that characterise the posts with which an audience engages. The results showed that media and content type of posts have a positive significant impact on customer engagement. The study also demonstrated the importance of an active online participation and communication among consumers will ultimately impact their purchase behaviour in reality. Keywords: Social Media Sites, customer engagement, Facebook, content post, media post","PeriodicalId":216696,"journal":{"name":"Conference Proceedings: International Conference on Digital Transformation and Applications (ICDXA 2020)","volume":"17 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129821730","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
A Review on Sentiment Analysis of Resource-Scarce Languages and Code-Mixed Social Media Text 资源稀缺语言与语码混合社交媒体文本情感分析综述
Conference Proceedings: International Conference on Digital Transformation and Applications (ICDXA 2020) Pub Date : 1900-01-01 DOI: 10.56453/icdxa.2020.1006
Kathleen Swee Neo Tan, T. Lim
{"title":"A Review on Sentiment Analysis of Resource-Scarce Languages and Code-Mixed Social Media Text","authors":"Kathleen Swee Neo Tan, T. Lim","doi":"10.56453/icdxa.2020.1006","DOIUrl":"https://doi.org/10.56453/icdxa.2020.1006","url":null,"abstract":"With the phenomenal increase of social media usage today, organizations and governments have more aggressively turned to analysing user-generated content freely available on social media platforms in order to gain insights and sentiments on products, brands and policies. One challenge faced by social media analytics researchers in this respect is the habit of users frequently expressing their opinions using code-mixed text in their posts and comments. Code-mixing refers to the mixing of words from multiple languages in a single sentence. The languages used may include both formal and informal languages, with at least one of the languages being a resource-scarce language. This paper presents a review on methods that have been proposed and used for sentiment analysis of code-mixed social media text. Keywords: code-mixed, resource-scarce, sentiment analysis, social media","PeriodicalId":216696,"journal":{"name":"Conference Proceedings: International Conference on Digital Transformation and Applications (ICDXA 2020)","volume":"5 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129224000","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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