{"title":"利用混合现实实现大数据可视化","authors":"Vivek Kumar, D. Sharma, V. Mishra","doi":"10.1109/SMART50582.2020.9337072","DOIUrl":null,"url":null,"abstract":"The visualization helps understand the data. It is a technique to show outliers, noise and worthy data with the help of charts, graphs, plots, and various other techniques. The size of data is changing with time and becoming big data. The visualization of big data is becoming a challenge. This paper explores various state-of-the-art techniques and implements these techniques on Unity3D as a virtual reality (VR) application. The paper concludes that VR, AR and MR visualization techniques are better techniques to understand the big data with a 3D visualization and real time interaction.","PeriodicalId":129946,"journal":{"name":"2020 9th International Conference System Modeling and Advancement in Research Trends (SMART)","volume":"20 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2020-12-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Visualizing Big Data with Mixed Reality\",\"authors\":\"Vivek Kumar, D. Sharma, V. Mishra\",\"doi\":\"10.1109/SMART50582.2020.9337072\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"The visualization helps understand the data. It is a technique to show outliers, noise and worthy data with the help of charts, graphs, plots, and various other techniques. The size of data is changing with time and becoming big data. The visualization of big data is becoming a challenge. This paper explores various state-of-the-art techniques and implements these techniques on Unity3D as a virtual reality (VR) application. The paper concludes that VR, AR and MR visualization techniques are better techniques to understand the big data with a 3D visualization and real time interaction.\",\"PeriodicalId\":129946,\"journal\":{\"name\":\"2020 9th International Conference System Modeling and Advancement in Research Trends (SMART)\",\"volume\":\"20 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2020-12-04\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2020 9th International Conference System Modeling and Advancement in Research Trends (SMART)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/SMART50582.2020.9337072\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2020 9th International Conference System Modeling and Advancement in Research Trends (SMART)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/SMART50582.2020.9337072","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
The visualization helps understand the data. It is a technique to show outliers, noise and worthy data with the help of charts, graphs, plots, and various other techniques. The size of data is changing with time and becoming big data. The visualization of big data is becoming a challenge. This paper explores various state-of-the-art techniques and implements these techniques on Unity3D as a virtual reality (VR) application. The paper concludes that VR, AR and MR visualization techniques are better techniques to understand the big data with a 3D visualization and real time interaction.