Perspectives on cross-domain visual analysis of cyber-physical-social big data

• Published in: Frontiers of information technology & electronic engineering Vol. 22; no. 12; pp. 1559 - 1564
• Main Authors: Chen, Wei, Zhang, Tianye, Zhu, Haiyang, Wang, Xumeng, Wang, Yunhai
• Format: Journal Article
• Language: English
• Published: Hangzhou Zhejiang University Press 01.12.2021; Springer Nature B.V; The State Key Lab of CAD&CG,Zhejiang University,Hangzhou 310058,China%School of Computer Science and Technology,Shandong University,Jinan 250100,China
• Subjects: Artificial intelligence; Big Data; Collaboration; Communications Engineering; Computer Hardware; Computer Science; Computer Systems Organization and Communication Networks; Data analysis; Data mining; Efficiency; Electrical Engineering; Electronics and Microelectronics; Instrumentation; Networks; Perspective; Privacy; Visualization; 三元空间; 跨域; 大数据; 可视分析
• ISSN: 2095-9184; 2095-9230
• DOI: 10.1631/FITEE.2100553

摘要三元空间大数据一般定义为由其定义领域 (包括数据、 对象、 任务、 应用场景、 主体等) 所有元素组成的集合. 可视分析是一种新兴的人在回路大数据分析范式, 可利用人类感知提高人类认知效率. 本文探讨三元空间大数据跨域可视化分析, 强调三元空间大数据跨域性带来的新挑战——数据、 主题和任务域, 并提出一个新的可视分析模型和一套方法来应对这些挑战.