Visual Analytics: Need, Process, Scope, Tools & Techniques and Challenges
R. Shankar1 , S. Duraisamy2
Section:Research Paper, Product Type: Journal Paper
Volume-6 ,
Issue-10 , Page no. 153-158, Oct-2018
CrossRef-DOI: https://doi.org/10.26438/ijcse/v6i10.153158
Online published on Oct 31, 2018
Copyright © R. Shankar, S. Duraisamy . This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
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IEEE Style Citation: R. Shankar, S. Duraisamy, “Visual Analytics: Need, Process, Scope, Tools & Techniques and Challenges,” International Journal of Computer Sciences and Engineering, Vol.6, Issue.10, pp.153-158, 2018.
MLA Style Citation: R. Shankar, S. Duraisamy "Visual Analytics: Need, Process, Scope, Tools & Techniques and Challenges." International Journal of Computer Sciences and Engineering 6.10 (2018): 153-158.
APA Style Citation: R. Shankar, S. Duraisamy, (2018). Visual Analytics: Need, Process, Scope, Tools & Techniques and Challenges. International Journal of Computer Sciences and Engineering, 6(10), 153-158.
BibTex Style Citation:
@article{Shankar_2018,
author = {R. Shankar, S. Duraisamy},
title = {Visual Analytics: Need, Process, Scope, Tools & Techniques and Challenges},
journal = {International Journal of Computer Sciences and Engineering},
issue_date = {10 2018},
volume = {6},
Issue = {10},
month = {10},
year = {2018},
issn = {2347-2693},
pages = {153-158},
url = {https://www.ijcseonline.org/full_paper_view.php?paper_id=2997},
doi = {https://doi.org/10.26438/ijcse/v6i10.153158}
publisher = {IJCSE, Indore, INDIA},
}
RIS Style Citation:
TY - JOUR
DO = {https://doi.org/10.26438/ijcse/v6i10.153158}
UR - https://www.ijcseonline.org/full_paper_view.php?paper_id=2997
TI - Visual Analytics: Need, Process, Scope, Tools & Techniques and Challenges
T2 - International Journal of Computer Sciences and Engineering
AU - R. Shankar, S. Duraisamy
PY - 2018
DA - 2018/10/31
PB - IJCSE, Indore, INDIA
SP - 153-158
IS - 10
VL - 6
SN - 2347-2693
ER -
VIEWS | XML | |
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Abstract
Visual analytics employs interactive visualizations to integrate users’ knowledge and inference capability into numerical/algorithmic data analysis processes. It is an active research field that has applications in many sectors, such as security, finance, and business.. This paper aims at providing an overview of visual analytics, need, scope, tools and techniques and the most important technical research challenges in the field.
Key-Words / Index Term
visual analytics, information visualization, data analysis, user interaction
References
[1] K. Parimala, G. Rajkumar, A. Ruba, S.Vijayalakshmi,” Challenges and Opportunities with Big Data” International Journal of Scientific Research in Computer Sciences and Engineering, Vol.5, Issue.5, pp.16-20, October (2017)
[2] Shilpa M Patil, Dr. H S Guruprasad,” A Study on Visual Analytics” International Journal of Computer Science and Information Technology Research, Vol. 3, Issue 1, pp: (303-308), Month: January - March 2015.
[3] Yuzuru Tanaka, Jonas Sjobergh, Keisuke Takahashi,” A Need for Exploratory Visual Analytics in Big Data Research and for Open Science, 2016.20th international Conference information Visualization (IV), ISSN: 2375-0138, DOI: 10.1109/IV.2016.42
[4] Keim D A, Kohlhammer J, Ellis G, Mansmann F. Mastering the Information Age: Solving Problems with Visual Analytics. Florian Mansmann, 2010.
[5] https://www.proschoolonline.com/blog/visual-analytics-need-model-tools-applications-2/[4].
[6] http://www.vismaster.eu/faq/the-visual-analytics-process/[5].
[7] Daniel A. Keim, Florian Mansmann, J ̈orn Schneidewind, Jim Thomas, and Hartmut Ziegler” Visual Analytics: Scope and Challenges”,First Publ in: Lecture notes in Computer Science No: 4404(2008), pp 76-79[6].
[8] https://searchbusinessanalytics.techtarget.com/definition/big-data-analytics.
[9] http://infinitylimited.co.uk/visual-analytics-key-attributes-scope-and-advantages/
[10] https://www.softwareadvice.com/bi/visual-analytics-tools-comparison/
[11] https://x.smu.edu.sg/node/68.
[12] http://www.visual-analytics.eu/faq/
[13] Boyd, D. and Crawford, K.,Critical Questions for Big Data, Information, Communication & Society, May 2012.
[14] Keim, D.A., Kohlhammer, J., Pohl, M., Santucci, G., Solving Problems with Visual Analytics, Procedia Computer Science, 2011.
[15] Czerwinski,M., DeLine, R., Drucker, S., Fisher, D.,Interactions with Big Data Analytics, 2012.