Meta-model of information visualization based on Treemap
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 appropria...
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Published in | Universal access in the information society Vol. 16; no. 4; pp. 903 - 912 |
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Main Authors | , , , , |
Format | Journal Article |
Language | English |
Published |
Berlin/Heidelberg
Springer Berlin Heidelberg
01.11.2017
Springer Nature B.V |
Subjects | |
Online Access | Get full text |
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Abstract | 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. The objective of this paper is 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 this 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. |
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AbstractList | 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. The objective of this paper is 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 this 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. |
Author | Oliveira, Eduardo C. Oliveira, Luciene C. Lamounier Júnior, Edgard A. Mattioli, Leandro Cardoso, Alexandre |
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Cites_doi | 10.1109/TVCG.2013.120 10.1080/014492900750000054 10.1109/2945.981847 10.1109/TVCG.2003.1207445 10.1006/jvlc.2002.0235 10.1177/1473871611424815 10.1109/2945.841119 10.1109/SAINT.2011.85 10.1109/VL.1996.545307 10.1145/1111360.1111363 10.1109/TVCG.2003.1196005 10.1145/1045446.1045475 |
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Copyright | Springer-Verlag Berlin Heidelberg 2016 Universal Access in the Information Society is a copyright of Springer, 2017. |
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DOI | 10.1007/s10209-016-0477-9 |
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References | Herman, Melançon, Marshall (CR14) 2000; 6 Card, Mackinlay, Shneiderman, Card (CR9) 1999 Keim (CR13) 2002; 8 CR3 CR6 CR5 Shneiderman, Dunne, Sharma, Wang (CR10) 2012; 11 CR8 CR7 CR17 Dastani (CR11) 2002; 13 CR15 Ware (CR4) 2012 CR12 Oliveira, Levkowitz (CR16) 2003; 9 Healey (CR1) 2000; 19 Schulz, Nocke, Heitler, Schumann (CR2) 2013; 19 I Herman (477_CR14) 2000; 6 DA Keim (477_CR13) 2002; 8 477_CR3 477_CR17 B Shneiderman (477_CR10) 2012; 11 CG Healey (477_CR1) 2000; 19 477_CR5 477_CR7 477_CR6 C Ware (477_CR4) 2012 477_CR8 477_CR12 H-J Schulz (477_CR2) 2013; 19 477_CR15 M Dastani (477_CR11) 2002; 13 MCF Oliveira (477_CR16) 2003; 9 SK Card (477_CR9) 1999 |
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SubjectTerms | Computer Communication Networks Computer Science Computers and Society Information Information Storage and Retrieval Information Systems Applications (incl.Internet) IT in Business Long Paper Periodic table Scientific visualization User Interfaces and Human Computer Interaction Visualization |
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Title | Meta-model of information visualization based on Treemap |
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