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2021 | OriginalPaper | Chapter

Data Visualization Techniques for Monitoring Real-Time Information of Cold Chain

Authors : Jerson Rivas Tucto, Nora Castillo Talexio, Pedro Shiguihara Juárez

Published in: Proceedings of the 5th Brazilian Technology Symposium

Publisher: Springer International Publishing

Abstract

Real-time monitoring of temperature is a critical factor in ensuring the integrity of food during the cold chain. In this work, we compare techniques related to real-time data visualization to contribute to more efficient monitoring of the cold chain. Three real-time data display attributes were evaluated, and we constructed a dataset based on the Frisbee database (CDD). In this paper, we proposed graphics containing different line and area techniques to be evaluated for a specialist. The proposed graphs contained the line and area techniques that, when performing the experiment, obtained a higher success rate compared to the auto-charting technique. However, it was evidenced that elements such as color facilitate the detection of anomalies and trends in temperature change due to its high percentage of effectiveness in the results.

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http://www.frisbee-project.eu/coldchaindb.html.

https://www.kaggle.com/u201411546/data-sets-cold-chain-milk.

Sadiku, M., Shadare, A., Musa, S., Akujuobi, C.: Data visualization. Int. J. Eng. Res. Adv. Technol. 12, 11–16 (2016)

Szabo, S., Johnston, K., Lloyd, A.: Advanced data visualization in health economics and outcomes research: opportunities and challenges. Appl. Health Econ. Health Policy 17, 433–441 (2019). https://doi.org/10.1007/s40258-019-00476-5 CrossRef

Chaudhuri, A., Dukovska-Popovska, I., Subramanian, N., Chan, H., Bai, R.: Decision-making in cold chain logistics using data analytics: a literature review. Int. J. Logistics Manage. 29, 839–861 (2018). https://doi.org/10.1108/ijlm-03-2017-0059 CrossRef

Ashok, A., Brison, M., Letallec, Y.: Improving cold chain systems: challenges and solutions. Vaccine 35, 2217–2223 (2017). https://doi.org/10.1016/j.vaccine.2016.08.045 CrossRef

Holtz, S., Valle, G., Howard, J., Morreale, P.: Visualization and pattern identification in large scale time series data. In: IEEE Symposium on Large Data Analysis and Visualization, pp 129–130. IEE press, New York (2011) https://doi.org/10.1109/ldav.2011.6092333

Franciscani, G., Santos, R., Ottoni, R., Pesce, J.P., Meira, W., Melo-Minardi, R.: An annotation process for data visualization techniques. DATA ANALITYCS 2014: The Third International Conference on Data Analytics, pp. 24–32. IARIA XPS Press, Rome (2014)

Serikul, P., Nakpong, N.: Smart farm monitoring via the Blynk IoT platform. In: 16th International Conference on ICT and Knowledge Engineering (ICT&KE), pp. 1–6. IEEE Press, Bangkok (2018). https://doi.org/10.1109/ictke.2018.8612441

Data Visualization Techniques. https://www.sas.com/content/dam/SAS/en_us/doc/whitepaper1/data-visualization-techniques-106006.pdf. Last accessed 2019/07/04

Chen, P.: Visualization of real-time monitoring datagraphic of urban environmental quality. EURASIP J. Image Video Process. 42, 1–9 (2019). https://doi.org/10.1186/s13640-019-0443-6 CrossRef

10.

Toasa, R., Maximiano, M., Reis, C., Guevara, D.: Data visualization techniques for real time information—a custom and dynamic dashboard for analyzing surveys results. In: 13th Iberian Conference on Information Systems and Technologies (CISTI), pp 1–7. IEEE Press, Caceres (2018). https://doi.org/10.23919/cisti.2018.8398641

11.

Gürdür, D., Raizer, K., El-khoury, J.: Data visualization support for complex logistics operations and cyber-physical systems. In: 14th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications, Prague, pp 200–2011 (2019). https://doi.org/10.5220/0006569402000211

12.

Ellison, J., Smethurst, P., Morrison, B., Keast, D., Almeida, A., Taylor, P., Bai, Q., Penton, D., Yu, H.: Real-time river monitoring supports community management of low-flow periods. J. Hydrol. 572, 839–850 (2019). https://doi.org/10.1016/j.jhydrol.2019.03.035 CrossRef

13.

Visual Analysis Besr Practices. http://www.dataplusscience.com/files/visual-analysis-guidebook.pdf. Last accessed 2019/07/04

14.

Kozik, R., Choras, M., Puchalski, D., Renk, R.: Platform for software quality and dependability data analysis. In: Contemporary Complex Systems and Their Dependability: Proceedings of the Thirteenth International Conference on Dependability and Complex Systems DepCoS-RELCOMEX, pp 306–315. Springer, Brunow (2019). https://doi.org/10.1007/978-3-319-91446-6_29

15.

Sosulski, K.: Data Visualization Made Simple: Insights into Becoming Visual, 1st edn, pp. 1–40. Routledge, New York (2018). https://doi.org/10.4324/9781315146096

16.

Gogou, E., Katzaros, G., Derens, E., Alvarez, G., Taoukis, P.S.: Cold chain database development and application as a tool for the cold chain management and food quality evaluation. Int. J. Refrigeration 52, 109–121 (2015). https://doi.org/10.1016/j.ijrefrig.2015.01.019 CrossRef

17.

Young, M.: The Technical Writers Handbook: Writing with Style and Clarity. University Science Books, California (2003)

Title: Data Visualization Techniques for Monitoring Real-Time Information of Cold Chain
Authors: Jerson Rivas Tucto
Nora Castillo Talexio
Pedro Shiguihara Juárez
Publisher: Springer International Publishing
Book: Proceedings of the 5th Brazilian Technology Symposium
Print ISBN: 978-3-030-57547-2

Electronic ISBN: 978-3-030-57548-9

Copyright Year: 2021
DOI: https://doi.org/10.1007/978-3-030-57548-9_51