• 综合
  • 标题
  • 关键词
  • 摘要
  • 学者
  • 期刊-刊名
  • 期刊-ISSN
  • 会议名称
搜索

作者:

Li, Tong (Li, Tong.) | Wei, Xiang (Wei, Xiang.) | Wang, Yiting (Wang, Yiting.)

收录:

CPCI-S EI Scopus

摘要:

Data visualization is an essential method for analyzing big data. Regarding the increasing demands on data visualization generation and understanding, more professional knowledge and skills are required, which are difficult to meet in practice. In most cases, people visualize data using existing templates which might not fit their requirements. We believe that it is essential to establish the connections between users' visualization requirements and visualization solutions. In this paper, we propose a four-layer visualization framework to systematically and automatically map user requirements to data visualization solutions. Specifically, the framework is designed based on typical visual features and attributes and establishes mappings based on their semantics. Based on this framework, we have implemented a web-based prototype, which can automate the generation of visualization solutions from user visualization requirements. To evaluate the framework, we conducted a case study with one participant using the developed prototype and received positive feedback and suggestions.

关键词:

Visual variable Visualization requirements Data visualization Prototype tool

作者机构:

  • [ 1 ] [Li, Tong]Beijing Univ Technol, Beijing, Peoples R China
  • [ 2 ] [Wang, Yiting]Beijing Univ Technol, Beijing, Peoples R China
  • [ 3 ] [Wei, Xiang]Inst Polytech Paris, Palaiseau, France

通讯作者信息:

查看成果更多字段

相关关键词:

相关文章:

来源 :

ENTERPRISE, BUSINESS-PROCESS AND INFORMATION SYSTEMS MODELING, BPMDS 2023, EMMSAD 2023

ISSN: 1865-1348

年份: 2023

卷: 479

页码: 297-311

被引次数:

WoS核心集被引频次:

SCOPUS被引频次: 1

ESI高被引论文在榜: 0 展开所有

万方被引频次:

中文被引频次:

近30日浏览量: 0

归属院系:

在线人数/总访问数:714/5064862
地址:北京工业大学图书馆(北京市朝阳区平乐园100号 邮编:100124) 联系我们:010-67392185
版权所有:北京工业大学图书馆 站点建设与维护:北京爱琴海乐之技术有限公司