Meta-model of Information Visualization Based on Treemap

被引:1
作者
Oliveira, Eduardo C. [1 ]
Oliveira, Luciene C. [1 ]
Cardoso, Alexandre [1 ]
Mattioli, Leandro [1 ]
Lamounier, Edgard A., Jr. [1 ]
机构
[1] Univ Fed Uberlandia, Uberlandia, MG, Brazil
来源
NEW CONTRIBUTIONS IN INFORMATION SYSTEMS AND TECHNOLOGIES, VOL 1, PT 1 | 2015年 / 353卷
关键词
Information visualization; information visualization methods; visualization systems; knowledge visualization; selection framework; data visualization; applications; visualization types; visualization problem solving; treemap;
D O I
10.1007/978-3-319-16486-1_6
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
The interpretation and understanding of large quantities of data is a challenge for current information visualization methods. The visualization of information is important as it makes the appropriate acquisition of the information through the visualization possible. The choice of the most appropriate information visualization method before commencing with the resolution of a given visual problem is primordial to obtaining an efficient solution. This article has as its objective to describe an information visualization classification approach based on Treemap, which is able to identify the best information visualization model for a given problem. This is understood through the construction of an adequate information visualization meta-model. Firstly, the actual state of the visualization field is described, and then the rules and criteria used in our research are shown, with the aim of presenting a meta-model proposal based on treemap visualization methods. Besides this, the authors present a case study with the information contained in the periodic table visualization meta-model along with an analysis of the information search time complexity in each of the two meta-models. Finally, an evaluation of the results is presented through the experiments conducted with users and a comparative analysis of the methods based on Treemap and the Periodic Table.
引用
收藏
页码:57 / 68
页数:12
相关论文
共 50 条
[21]   An enhanced spring model for information visualization [J].
Theisel, H ;
Kreuseler, M .
COMPUTER GRAPHICS FORUM, 1998, 17 (03) :C335-+
[22]   Data, Information and Knowledge Visualization for Frequent Patterns [J].
Hoi, Calvin S. H. ;
Leung, Carson K. ;
Pazdor, Adam G. M. .
2022 26TH INTERNATIONAL CONFERENCE INFORMATION VISUALISATION (IV), 2022, :221-226
[23]   Introduction to Information Visualization (InfoVis) techniques for Model-Based Systems Engineering [J].
Sindiy, Oleg ;
Litomisky, Krystof ;
Davidoff, Scott ;
Dekens, Frank .
2013 CONFERENCE ON SYSTEMS ENGINEERING RESEARCH, 2013, 16 :49-58
[24]   Information visualization and/as enunciation [J].
Drucker, Johanna .
JOURNAL OF DOCUMENTATION, 2017, 73 (05) :903-916
[25]   Hierarchical information visualization using Enccon model [J].
Nguyen, QV ;
Huang, ML .
PROCEEDINGS OF THE IASTED INTERNATIONAL CONFERENCE ON SOFTWARE ENGINEERING, 2004, :129-135
[26]   Visualization System by Combinatorial Use of Edge Bundling and Treemap for Network Traffic Data Analysis [J].
Takayanagi, Ryo ;
Okada, Yoshihiro .
INFORMATION SEARCH, INTEGRATION, AND PERSONALIZATION, (ISIP 2015), 2016, 622 :128-141
[27]   Refining visualization reference model for context information [J].
Aaltonen, Antti ;
Lehikoinen, Juha .
PERSONAL AND UBIQUITOUS COMPUTING, 2005, 9 (06) :381-394
[28]   Refining visualization reference model for context information [J].
Antti Aaltonen ;
Juha Lehikoinen .
Personal and Ubiquitous Computing, 2005, 9 :381-394
[29]   THE INFORMATION VISUALIZATION SERVICE SYSTEM BASED ON MVC [J].
Liu, Yong ;
Wang, Jina ;
Wang, Suli .
PROCEEDINGS OF THE 38TH INTERNATIONAL CONFERENCE ON COMPUTERS AND INDUSTRIAL ENGINEERING, VOLS 1-3, 2008, :996-1000
[30]   Web-based evaluation of information visualization [J].
Nazemi, Kawa ;
Burkhardt, Dirk ;
Hoppe, David ;
Nazemi, Mariam ;
Kohlhammer, Joern .
6TH INTERNATIONAL CONFERENCE ON APPLIED HUMAN FACTORS AND ERGONOMICS (AHFE 2015) AND THE AFFILIATED CONFERENCES, AHFE 2015, 2015, 3 :5527-5534