TY - GEN
T1 - Time-Tunnel
T2 - 22nd International Conference Information Visualisation - Biomedical Visualization, Visualisation on Built and Rural Environments and Geometric Modelling and Imaging, IV 2018
AU - Okada, Yoshihiro
N1 - Funding Information:
ACKNOWLEDGMENT This work was partially supported by JSPS KAKENHI Grant Number JP16H02923.
PY - 2018/12/5
Y1 - 2018/12/5
N2 - This paper treats a 3D visualization tool called Time-Tunnel, especially describes its aspects as 3D Parallel Coordinates by showing its actual visualization examples. Originally, Time-Tunnel is a multidimensional data visualization tool and it was extended to support Parallel Coordinates called PCTT(Parallel Coordinates version of Time-Tunnel). Furthermore, as its aspects of 3D Parallel Coordinates, 2Dto2D visualization functionality was added. Although PCTT can visualize network data because IP packets consist of many attributes and such multiple-Attributes data can be visualized using Parallel Coordinates, 2Dto2D visualization functionality can more effectively visualize patterns of IP packets that seem network attacks. The authors have already proposed the combinatorial use of PCTT and 2Dto2D visualization for the intrusion detection of the Internet. This paper also introduces Spline Parallel Coordinates representation as one of the new features of PCTT. The authors also proposed the use of PCTT for learning analytics by visualizing leaners' learning activity data and introduced 3D mode into PCTT to visualize each learner's learning pattern more efficiently. This 3D mode is regarded as 3D Parallel Coordinates. However, because such 3D mode was not enough to distinguish each learner's leaning pattern, the authors implemented more effective 3D mode, and clarify the usefulness of the new 3D mode by showing visualization results.
AB - This paper treats a 3D visualization tool called Time-Tunnel, especially describes its aspects as 3D Parallel Coordinates by showing its actual visualization examples. Originally, Time-Tunnel is a multidimensional data visualization tool and it was extended to support Parallel Coordinates called PCTT(Parallel Coordinates version of Time-Tunnel). Furthermore, as its aspects of 3D Parallel Coordinates, 2Dto2D visualization functionality was added. Although PCTT can visualize network data because IP packets consist of many attributes and such multiple-Attributes data can be visualized using Parallel Coordinates, 2Dto2D visualization functionality can more effectively visualize patterns of IP packets that seem network attacks. The authors have already proposed the combinatorial use of PCTT and 2Dto2D visualization for the intrusion detection of the Internet. This paper also introduces Spline Parallel Coordinates representation as one of the new features of PCTT. The authors also proposed the use of PCTT for learning analytics by visualizing leaners' learning activity data and introduced 3D mode into PCTT to visualize each learner's learning pattern more efficiently. This 3D mode is regarded as 3D Parallel Coordinates. However, because such 3D mode was not enough to distinguish each learner's leaning pattern, the authors implemented more effective 3D mode, and clarify the usefulness of the new 3D mode by showing visualization results.
UR - http://www.scopus.com/inward/record.url?scp=85060132243&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=85060132243&partnerID=8YFLogxK
U2 - 10.1109/iV.2018.00019
DO - 10.1109/iV.2018.00019
M3 - Conference contribution
AN - SCOPUS:85060132243
T3 - Information Visualisation - Biomedical Visualization, Visualisation on Built and Rural Environments and Geometric Modelling and Imaging, IV 2018
SP - 56
EP - 57
BT - Information Visualisation - Biomedical Visualization, Visualisation on Built and Rural Environments and Geometric Modelling and Imaging, IV 2018
A2 - Pires, Joao Moura
A2 - Datia, Nuno Miguel Soares
A2 - Polese, Giuseppe
A2 - Temperini, Marco
A2 - Sciarrone, Filippo
A2 - Risi, Michele
A2 - Venturini, Gilles
A2 - Di Mascio, Tania
A2 - Zaccagnino, Rocco
A2 - Deufemia, Vincenzo
A2 - Malandrino, Delfina
A2 - Diaz, Paloma
A2 - Anta, Antonio Fernandez
A2 - Banissi, Ebad
A2 - Wyeld, Theodor G.
A2 - Sarfraz, Muhammad
A2 - Bouali, Fatma
A2 - Bannatyne, Mark W. McK.
A2 - Papadopoulo, Fragkiskos
A2 - Erra, Ugo
A2 - Rossano, Veronica
A2 - Ursyn, Anna
A2 - Cuzzocrea, Alfredo
A2 - Francese, Rita
PB - Institute of Electrical and Electronics Engineers Inc.
Y2 - 10 July 2018 through 13 July 2018
ER -