Super high definition three-dimensional display environment applied to visual data mining

So Sato, Yoshisuke Tateyama, Tetsuro Ogi

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2 Citations (Scopus)

Abstract

Recently, the quantity of accessible data continues increasing, and the importance of data mining is also increasing. On the other hand, highly developed computing facility enabled visual data mining in immersive environment. Visualization has an important role in current data mining, and the rapid progress on visualization devices, such as super high definition stereo display, can enhance the existing data mining scheme. Super high definition stereo displays can represent amount of information to the users. But it does not mean that the information is conveyed correctly to the users. In this paper, we conducted experiments on human perception, and the results suggest human cognitive limitation is no longer ignorable in visual data mining. We developed visual data mining platform focusing on point cloud representation, and it was applied to visual data mining on seismic data.

Original languageEnglish
Title of host publicationProceedings - 13th International Conference on Network-Based Information Systems, NBiS 2010
Pages414-419
Number of pages6
DOIs
Publication statusPublished - 2010 Dec 28
Event13th International Conference on Network-Based Information Systems, NBiS 2010 - Gifu, Japan
Duration: 2010 Sep 142010 Sep 16

Publication series

NameProceedings - 13th International Conference on Network-Based Information Systems, NBiS 2010

Other

Other13th International Conference on Network-Based Information Systems, NBiS 2010
CountryJapan
CityGifu
Period10/9/1410/9/16

Keywords

  • 4K stereo image
  • Cognitive limitations
  • Immersive projection display
  • Seismic data

ASJC Scopus subject areas

  • Computer Networks and Communications
  • Information Systems

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  • Cite this

    Sato, S., Tateyama, Y., & Ogi, T. (2010). Super high definition three-dimensional display environment applied to visual data mining. In Proceedings - 13th International Conference on Network-Based Information Systems, NBiS 2010 (pp. 414-419). [5636187] (Proceedings - 13th International Conference on Network-Based Information Systems, NBiS 2010). https://doi.org/10.1109/NBiS.2010.114