Abstract
Technology has improved rapidly since cloud computing and Big Data was first designed. However, research has found the user experience in the information retrieval process to be lacking. To this end, we carried out a comparative study of a single portal design versus existing data search tools to determine if it could potentially increase knowledge gathered from Big Data using healthcare to illustrate our example. Comparisons of user experiences of search results against other Big Data sources such as Google, WebMD and the CDC showed that customizing Pinterest to provide a single portal for search results lead to improvements for the users’ knowledge and experience, concerning their healthcare issues.
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References
Marchionini, G.: Information Seeking in Electronic Environments. Cambridge University Press, Cambridge (1997)
Steele, J., Iliinsky, N.: Beautiful Visualization: Looking at Data Through the Eyes of Experts. O’Reilly Media, Inc., Sebastopol (2010)
Keim, D.A.: Information visualization and visual data mining. IEEE Trans. Vis. Comput. Graph. 8(1), 1–8 (2002)
Xia, F., et al.: Internet of things. Int. J. Commun Syst. 25(9), 1101 (2012)
Emani, C.K., Cullot, N., Nicolle, C.: Understandable big data: a survey. Comput. Sci. Rev. 17, 70–81 (2015)
Mavaluru, D., Shriram, R., Sugumaran, V.: Big data analytics in information retrieval: promise and potential. In: Proceedings of 8th IRF International Conference, Bengaluru, India (2014)
Sagiroglu, S., Sinanc, D.: Big data: a review. in collaboration technologies and systems (CTS). In: 2013 International Conference on IEEE (2013)
Kirk, T., Levy, A.Y.: User interface for information retrieval system. Google Patents (1998)
Liddy, E.D., et al.: User interface and other enhancements for natural language information retrieval system and method. Google Patents (2000)
White, T.: Hadoop: The Definitive Guide. O’Reilly Media, Inc., Sebastopol (2012)
Shvachko, K., et al.: The hadoop distributed file system. In: 2010 IEEE 26th syMPOSIUM on Mass Storage Systems and Technologies (MSST). IEEE (2010)
Jagadish, H., Gehrke, J., Labrinidis, A.: Big data and its technical challenges. Commun. ACM 57(7), 86–94 (2014)
Bollier, D., Firestone, C.M.: The Promise and Peril of Big Data. Aspen Institute, New York (2010). Communications and Society Program
Chen, H., Chiang, R.H., Storey, V.C.: Business intelligence and analytics: from big data to big impact. MIS Q. 36(4), 1165–1188 (2012)
Krumholz, H.M.: Big data and new knowledge in medicine: the thinking, training, and tools needed for a learning health system. Health Aff. 33(7), 1163–1170 (2014)
Chen, M., Mao, S., Liu, Y.: Big data: a survey. Mob. Netw. Appl. 19(2), 171–209 (2014)
Yao, Q., et al.: Design and development of a medical big data processing system based on hadoop. J. Med. Syst. 39(3), 1–11 (2015)
Thielst, C.B.: The future of healthcare technology. J. Healthc. Manage. 52(1), 7 (2007)
Hardey, M.: Doctor in the house: the internet as a source of lay health knowledge and the challenge to expertise. Sociol. Health Illn. 21(6), 820–835 (1999)
Mayer-Schönberger, V., Cukier, K.: Big Data: A Revolution That Will Transform How We Live, Work, and Think. Houghton Mifflin Harcourt, Boston (2013)
Kayyali, B., Knott, D., Van Kuiken,S.: The big-data revolution in US health care: accelerating value and innovation, pp. 1–13. Mc Kinsey & Company (2013)
Kharitonova, O.: Pins, portals and purchases: examining the potential for credibility carryover effects on Pinterest. University of Colorado at Boulder (2013)
Shi, J., Poorisat, T., Salmon, C.T.: The use of social networking sites (SNSs) in health communication campaigns: review and recommendations. Health commun. 33(1), 49–56 (2018)
Sobo, E.J., et al.: Information curation among vaccine cautious parents: web 2.0, Pinterest thinking, and pediatric vaccination choice. Med. Anthropol. 35(6), 529–546 (2016)
Blumenthal, D., Tavenner, M.: The “meaningful use” regulation for electronic health records. New England. J. Med. 363(6), 501–504 (2010)
Alyass, A., Turcotte, M., Meyre, D.: From big data analysis to personalized medicine for all: challenges and opportunities. BMC Med. Genomics 8(1), 33 (2015)
Raghupathi, W., Raghupathi, V.: Big data analytics in healthcare: promise and potential. Health Inf. Sci. Syst. 2(1), 1 (2014)
Guidry, J., et al.: How health risks are pinpointed (or not) on social media: the portrayal of waterpipe smoking on Pinterest. Health commun. 31(6), 659–667 (2016)
Fung, I.C.-H., et al.: Zika-virus-related photo sharing on Pinterest and Instagram. Disaster Med. Public Health Prep., 1–4 (2017)
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Shipley, N., Chakraborty, J. (2018). Using Pinterest to Improve the Big Data User Experience - A Comparative Analysis in Healthcare. In: Rocha, Á., Adeli, H., Reis, L., Costanzo, S. (eds) Trends and Advances in Information Systems and Technologies. WorldCIST'18 2018. Advances in Intelligent Systems and Computing, vol 746. Springer, Cham. https://doi.org/10.1007/978-3-319-77712-2_90
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DOI: https://doi.org/10.1007/978-3-319-77712-2_90
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