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2018 | OriginalPaper | Chapter

A Keyword-Based Big Data Analysis for Individualized Health Activity Using Keyword Analysis Technique: A Methodological Approach Using National Health Data

Authors : SangDo Lee, Hoanh-Su Le, Jun-Ho Huh

Published in: Advances in Computer Science and Ubiquitous Computing

Publisher: Springer Singapore

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Abstract

The emergence of Big Data due to spread of the 21st century digital economy can provide a clue to the solution of the problems in our society and economy. Especially, one of the areas where Big Data can be highly useful is the medical and health industry. The development of IT is leading a new era of innovation in the field of medicine as well. Nevertheless, the level of Big Data application in this field is still low as the unstructured data included in Big Data are difficult to search and gather their statistics so that there have been some limits in utilizing it widely. The merit of Big Data is that it can present a variety of meaningful results depending on the data collection and analysis methods. Thus, in this study, a Big Data has been created for text mining by using the crawling technique and analyzed with R Studio, followed by its visualization to devise an individualized health plan with different perspectives.

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Literature
1.
go back to reference Kim, H.-B., Bae, G.-P., Huh, J.-H.: A keyword-based big data analysis for individualized health activity: focusing on methodological approach. Spring Conf. Kips 24(1), 540–543 (2017) Kim, H.-B., Bae, G.-P., Huh, J.-H.: A keyword-based big data analysis for individualized health activity: focusing on methodological approach. Spring Conf. Kips 24(1), 540–543 (2017)
2.
go back to reference Ngu, H.C.V., Huh, J.-H.: B+-tree construction on massive data with Hadoop. Cluster Comput. 1–11 (2017). Springer, US Ngu, H.C.V., Huh, J.-H.: B+-tree construction on massive data with Hadoop. Cluster Comput. 1–11 (2017). Springer, US
3.
go back to reference Battré, D., Hovestadt, M., Lohrmann, B., Stanik, A., Warneke, D.: Detecting bottlenecks in parallel dag-based data flow programs. In: 2010 3rd Workshop on Many-Task Computing on Grids and Supercomputers, pp. 1–10 (2010) Battré, D., Hovestadt, M., Lohrmann, B., Stanik, A., Warneke, D.: Detecting bottlenecks in parallel dag-based data flow programs. In: 2010 3rd Workshop on Many-Task Computing on Grids and Supercomputers, pp. 1–10 (2010)
4.
go back to reference Behm, A., Borkar, V.R., Carey, M.J., et al.: Asterix: towards a scalable, semistructured data platform for evolving-world models. Distrib. Parallel Databases 29(3), 185–216 (2011)CrossRef Behm, A., Borkar, V.R., Carey, M.J., et al.: Asterix: towards a scalable, semistructured data platform for evolving-world models. Distrib. Parallel Databases 29(3), 185–216 (2011)CrossRef
5.
go back to reference Beyer, K.S., et al.: Jaql: a scripting language for large scale semistructured data analysis. Proc. VLDB Endowment 4(12), 1272–1283 (2011) Beyer, K.S., et al.: Jaql: a scripting language for large scale semistructured data analysis. Proc. VLDB Endowment 4(12), 1272–1283 (2011)
6.
go back to reference Boden, C., et al.: Large-scale social media analytics on stratosphere. In: Proceedings of the 22nd International Conference on World Wide Web - WWW 2013 Companion, pp. 257–260. ACM (2013) Boden, C., et al.: Large-scale social media analytics on stratosphere. In: Proceedings of the 22nd International Conference on World Wide Web - WWW 2013 Companion, pp. 257–260. ACM (2013)
7.
go back to reference Borkar, V.R., et al.: Hyracks: a flexible and extensible foundation for data-intensive computing. In: IEEE 27th International Conference on Data Engineering, pp. 1151–1162 (2011) Borkar, V.R., et al.: Hyracks: a flexible and extensible foundation for data-intensive computing. In: IEEE 27th International Conference on Data Engineering, pp. 1151–1162 (2011)
8.
go back to reference Birkenmeier, G.F., Park, J.-K., Tariq Rizvi, S.: Ring hulls of semiprime homomorphic images, modules and comodules. Trends in Mathematics, pp. 101–111. Springer, Birkhäuser Verlag Basel, Switzerland (2008) Birkenmeier, G.F., Park, J.-K., Tariq Rizvi, S.: Ring hulls of semiprime homomorphic images, modules and comodules. Trends in Mathematics, pp. 101–111. Springer, Birkhäuser Verlag Basel, Switzerland (2008)
9.
go back to reference Birkenmeier, G.F., Park, J.-K., Tariq Rizvi, S.: Principally quasi-baer ring hulls, advances in ring theory. Trends in Mathematics, pp. 47–61. Springer, Birkhäuser Verlag Basel, Switzerland (2010) Birkenmeier, G.F., Park, J.-K., Tariq Rizvi, S.: Principally quasi-baer ring hulls, advances in ring theory. Trends in Mathematics, pp. 47–61. Springer, Birkhäuser Verlag Basel, Switzerland (2010)
10.
go back to reference Huh, J.-H., Kim, H.-B., Le, H.-S.: A keyword-based big data analysis for individualized health activity using keyword analysis technique: a methodological approach using national health data of the Republic of Korea. In: SCECR 2017, Ho Chi Minh City, p. 1 (2017) Huh, J.-H., Kim, H.-B., Le, H.-S.: A keyword-based big data analysis for individualized health activity using keyword analysis technique: a methodological approach using national health data of the Republic of Korea. In: SCECR 2017, Ho Chi Minh City, p. 1 (2017)
Metadata
Title
A Keyword-Based Big Data Analysis for Individualized Health Activity Using Keyword Analysis Technique: A Methodological Approach Using National Health Data
Authors
SangDo Lee
Hoanh-Su Le
Jun-Ho Huh
Copyright Year
2018
Publisher
Springer Singapore
DOI
https://doi.org/10.1007/978-981-10-7605-3_197