TY - GEN
T1 - Super high definition three-dimensional display environment applied to visual data mining
AU - Sato, So
AU - Tateyama, Yoshisuke
AU - Ogi, Tetsuro
PY - 2010/12/28
Y1 - 2010/12/28
N2 - 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.
AB - 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.
KW - 4K stereo image
KW - Cognitive limitations
KW - Immersive projection display
KW - Seismic data
UR - http://www.scopus.com/inward/record.url?scp=78650438048&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=78650438048&partnerID=8YFLogxK
U2 - 10.1109/NBiS.2010.114
DO - 10.1109/NBiS.2010.114
M3 - Conference contribution
AN - SCOPUS:78650438048
SN - 9780769541679
T3 - Proceedings - 13th International Conference on Network-Based Information Systems, NBiS 2010
SP - 414
EP - 419
BT - Proceedings - 13th International Conference on Network-Based Information Systems, NBiS 2010
T2 - 13th International Conference on Network-Based Information Systems, NBiS 2010
Y2 - 14 September 2010 through 16 September 2010
ER -