The state of the art of visual analytics

Conference paper

Ham, D. 2010. The state of the art of visual analytics. Lee, J.H., Lee, H. and Kim, J.S. (ed.) 2009 EU-Korea Conference on Science and Technology. Reading, UK 05 - 07 Aug 2009 Springer. pp. 213-222 https://doi.org/10.1007/978-3-642-13624-5_20
TypeConference paper
TitleThe state of the art of visual analytics
AuthorsHam, D.
Abstract

One of the critical issues challenging human decision makers in the information age is how to find out data relevant to their tasks and how to derive meaningful information from these data. As a new discipline for dealing with this issue, visual analytics has recently emerged. Visual analytics is defined as the science of analytical reasoning facilitated by interactive visual interfaces. It is a multidisciplinary subject that is related to data mining, information visualization, knowledge science, human factors, and so on. This paper reviews the state of the art of visual analytics and claims that the problems of visual analytics should be considered in the context of human-computer interaction and joint cognitive systems. Based on the review results, this paper proposes a conceptual framework for organizing research problems studied so far and identifying viable future research directions. The author hopes that this paper will provide well-organized information about visual analytics and be a good source for researchers who are interested in this new discipline.

Sustainable Development Goals9 Industry, innovation and infrastructure
Middlesex University ThemeCreativity, Culture & Enterprise
Conference2009 EU-Korea Conference on Science and Technology
Page range213-222
Proceedings TitleEKC 2009 Proceedings of EU-Korea Conference on Science and Technology
SeriesSpringer Proceedings in Physics
EditorsLee, J.H., Lee, H. and Kim, J.S.
ISSN0930-8989
Electronic1867-4941
ISBN
Hardcover9783642136238
Electronic9783642136245
Paperback9783642422478
PublisherSpringer
Publication dates
Online17 Sep 2010
Print12 Jul 2010
Publication process dates
Accepted2010
Deposited18 Sep 2024
Output statusPublished
Digital Object Identifier (DOI)https://doi.org/10.1007/978-3-642-13624-5_20
Web of Science identifierWOS:000283764200020
Web address (URL) of conference proceedingshttps://doi.org/10.1007/978-3-642-13624-5
Permalink -

https://repository.mdx.ac.uk/item/16w2q2

Log in to edit
  • 12
    total views
  • 0
    total downloads
  • 2
    views this month
  • 0
    downloads this month

Export as

Related outputs

Collecting and organizing the influencing factors of team communications to handle nuclear power plant emergencies
Salim, S., Yeom, S. and Ham, D. 2024. Collecting and organizing the influencing factors of team communications to handle nuclear power plant emergencies. Applied Sciences. 14 (4). https://doi.org/10.3390/app14041407
Information requirements of a decision support system for severe accident management in nuclear power plants
Salim, S., Choi, E. and Ham, D. 2022. Information requirements of a decision support system for severe accident management in nuclear power plants. Applied Sciences. 12 (8). https://doi.org/10.3390/app12083803
Use of a big data analysis technique for extracting HRA data from event investigation reports based on the Safety-II concept
Ham, D. and Park, J. 2020. Use of a big data analysis technique for extracting HRA data from event investigation reports based on the Safety-II concept. Reliability Engineering and System Safety. 194, pp. 1-15. https://doi.org/10.1016/j.ress.2018.07.033
A new approach to analysing human-related accidents by combined use of HFACS and activity theory-based method
Yoon, Y., Ham, D. and Yoon, W. 2017. A new approach to analysing human-related accidents by combined use of HFACS and activity theory-based method. Cognition, Technology and Work. 19 (4), pp. 759-783. https://doi.org/10.1007/s10111-017-0433-3
Application of activity theory to analysis of human-related accidents: method and case studies
Yoon, Y., Ham, D. and Yoon, W. 2016. Application of activity theory to analysis of human-related accidents: method and case studies. Reliability Engineering and System Safety. 150, pp. 22-34. https://doi.org/10.1016/j.ress.2016.01.013
Modelling work domain knowledge with the combined use of abstraction hierarchy and living systems theory
Ham, D. 2015. Modelling work domain knowledge with the combined use of abstraction hierarchy and living systems theory. Cognition, Technology and Work. 17 (4), pp. 575-591. https://doi.org/10.1007/s10111-015-0338-y
A model-based framework for classifying and diagnosing usability problems
Ham, D. 2014. A model-based framework for classifying and diagnosing usability problems. Cognition, Technology and Work. 16 (3), pp. 373-388. https://doi.org/10.1007/s10111-013-0267-6
Development of a frequency-separated knob with variable change rates by rotation speed
Kim, H. and Ham, D. 2014. Development of a frequency-separated knob with variable change rates by rotation speed. Applied Ergonomics. 45 (6), pp. 1518-1529. https://doi.org/10.1016/j.apergo.2014.04.015
Model-based identification and use of task complexity factors of human integrated systems
Ham, D., Park, J. and Jung, W. 2012. Model-based identification and use of task complexity factors of human integrated systems. Reliability Engineering and System Safety. 100, pp. 33-47. https://doi.org/10.1016/j.ress.2011.12.019
A user study on curved edges in graph visualization
Xu, K., Rooney, C., Passmore, P., Ham, D. and Nguyen, P. 2012. A user study on curved edges in graph visualization. IEEE Transactions on Visualization and Computer Graphics. 18 (12), pp. 2449 -2456. https://doi.org/10.1109/TVCG.2012.189
Extension of TACOM to the complexity of tasks designed for abnormal situations in nuclear power plants
Ham, D., Park, J. and Jung, W. 2011. Extension of TACOM to the complexity of tasks designed for abnormal situations in nuclear power plants. Journal of Loss Prevention in the Process Industries. 24 (5), pp. 601-611. https://doi.org/10.1016/j.jlp.2011.04.006
A framework-based approach to identifying and organizing the complexity factors of human-system interaction
Ham, D., Park, J. and Jung, W. 2011. A framework-based approach to identifying and organizing the complexity factors of human-system interaction. IEEE Systems Journal. 5 (2), pp. 213-222. https://doi.org/10.1109/JSYST.2010.2102574
Future design.
Wong, B. and Ham, D. 2008. Future design. in: Golightly, D., Rose, T., Bonner, J. and Boyd Davis, S. (ed.) Create2008: proceedings Ergonomics Society.
Framework and model of usability factors of mobile phones
Ham, D., Heo, J., Fossick, P., Wong, B., Park, S., Song, C. and Bradley, M. 2008. Framework and model of usability factors of mobile phones. in: Lumsden, J. (ed.) Handbook of research on user interface design and evaluation for mobile technology. Hershey, PA. Information Science Reference. pp. 877-896
Editorial: Selected papers from ECCE 2007, the 25th Anniversary Conference of the European Association of Cognitive Ergonomics
Ham, D., Wong, W. and Brinkman, W. 2009. Editorial: Selected papers from ECCE 2007, the 25th Anniversary Conference of the European Association of Cognitive Ergonomics. International Journal of Industrial Ergonomics. 39 (3), pp. 477-479. https://doi.org/10.1016/j.ergon.2009.02.001
A framework for evaluating the usability of mobile phones based on multi-level, hierarchical model of usability factors
Heo, J., Ham, D., Park, S., Song, C. and Yoon, W. 2009. A framework for evaluating the usability of mobile phones based on multi-level, hierarchical model of usability factors. Interacting with Computers. 21 (4), pp. 263-275. https://doi.org/10.1016/j.intcom.2009.05.006
The effects of presenting functionally abstracted information in fault diagnosis tasks
Ham, D. and Yoon, W. 2001. The effects of presenting functionally abstracted information in fault diagnosis tasks. Reliability Engineering and System Safety, Elsevier Science. 73 (2), pp. 103-119. https://doi.org/10.1016/S0951-8320(01)00053-9
Design of information content and layout for process control based on goal-means domain analysis
Ham, D. and Yoon, W. 2001. Design of information content and layout for process control based on goal-means domain analysis. Cognition, Technology and Work. 3 (4), pp. 205-223. https://doi.org/10.1007/s10111-001-8003-z
MaRMI-III: a methodology for component-based development
Ham, D., Cho, J., Kim, J. and Ha, S. 2004. MaRMI-III: a methodology for component-based development. Electronics and Telecommunications Research Institute (ETRI) Journal. 26 (2), pp. 167-180. https://doi.org/10.4218/etrij.04.0103.0041
Experimental study on the effects of visualized functionally abstracted information on process control tasks
Ham, D., Yoon, W. and Han, B. 2008. Experimental study on the effects of visualized functionally abstracted information on process control tasks. Reliability Engineering and System Safety. 93 (2), pp. 254-270. https://doi.org/10.1016/j.ress.2006.12.003
Evaluation of human interaction with complex systems using a full-scope simulator: lessons learned and methodological issues
Ham, D., Park, J. and Jung, W. 2008. Evaluation of human interaction with complex systems using a full-scope simulator: lessons learned and methodological issues. International Journal of Human-Computer Interaction. 24 (4), pp. 361-384. https://doi.org/10.1080/10447310801971212
The training effects of principle knowledge on fault diagnosis performance.
Ham, D., Han, B. and Yoon, W. 2007. The training effects of principle knowledge on fault diagnosis performance. Human Factors and Ergonomics in Manufacturing.. 17 (3), pp. 263-282. https://doi.org/10.1002/hfm.20074