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DATA STREAMING OF HEALTHCARE FROM INTERNET OF THINGS IOTS USING BIG DATA ANALYTICS

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38 Pages : 287-295

http://dx.doi.org/10.31703/gssr.2019(IV-I).38      10.31703/gssr.2019(IV-I).38      Published : Mar 1

Data Streaming of Healthcare from Internet of Things (IoTs) using Big Data Analytics

Abstract

    The present study aims at the concept of the IoTs (IoT) and its relation with the healthcare sector. Nowadays, IoT is the main focus of researchers and scientists while this concept illustrates the data stream generated from IoT devices in massive amounts like big data with a continuous stream that requires its proper handling. This study aims at the analytical processing of big datasets having a medical history of patients and their diseases. The data cleansing is applied before going through the analytics phase due to the existence of some noisy and missing data. The analytics of data identified that what events are happening while the mining approaches identified why and how events are happening. Together, both phases help in data analytics and mining. Finally, the analytics and visualization led to the decision making and its results depict the effectiveness and efficiency of the proposed framework for data analytics in IoT

    IoTs (IoT); Big Data; Health Care; Data Analytics

    (1) Dost Muhammad Khan
    Assistant Professor,Department of Computer Science and Information Technology, The Islamia University of Bahawalpur, Punjab, Pakistan.
    (2) Muhammad Jameel Sumra
    Visiting Lecturer, Department of Computer Science and Information Technology,The Islamia University of Bahawalpur, Punjab, Pakistan.
    (3) Faisal Shahzad
    Lecturer,Department of Computer Science and Information Technology,The Islamia University of Bahawalpur, Punjab, Pakistan.
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References

  • Ahokangas, P., Juntunen, M., and Myllykoski, J. (2014). Cloud computing and the transformation of international ebusiness models. A Focused Issue on Building New Competences in Dynamic Environments, Research in Competence-Based Management, Volume-7 Emerald Group Publishing Limited, 7, 3-28.
  • Akash, S.A., Menon, A., Gupta, A., Wakeel, M.W., Praveen, M.N. & Meena, P. (2014) September. A novel strategy for controlling the movement of a smart wheelchair using IoTs. In Global Humanitarian Technology Conference-South Asia Satellite (GHTC-SAS), IEEE, 154-158
  • Alptekin, N. Y. (2013). The Effect of Clustering in the Apriori Data Mining Algorithm: A Case Study. Proceedings of the World Congress on Engineering, 3.
  • Fernandez, F., and Pallis, G. C. (2014). Opportunities and challenges of the IoTs for healthcare: Systems engineering perspective. In Wireless Mobile Communication and Healthcare (Mobihealth), EAI 4th International Conference, IEEE. 263-266.
  • Gubbi, J, R., Buyya, S., Marusic & Marimuthu. P. (2013). IoTs (IoT): A vision, Architectural elements, and future directions . Future Generation Computer Systems, Elsevier, 29(7), 1645-1660.
  • Hu, F., Xie, D. & Shen, S., (2013). On the application of the IoTs in the field of medical and health care. IEEE International Conference on and IEEE Cyber, Physical and Social Computing. 2053-2058.
  • Hu, R. (2010). Medical Data Mining Based on Association Rules . Computer and Information Science
  • Jia, X., Wang, J., & He, Q. (2011). IoTs business models and extended technical requirements. In IET International Conference on Communication Technology and Application (ICCTA 2011). 622-625.
  • Keim, D., Qu, H., & Ma, K. L. (2013). Big-data visualization. IEEE Computer Graphics and Applications, 33(4), 20- 21.
  • Khan Z, Anjum A, Kiani SL. (2013) Cloud based big data analytics for smart future cities. In Proceedings of the 2013 IEEE/ACM 6th international conference on utility and cloud computing, 381-386.
  • Pang, Z., Zheng, L., Tian, J., Kao-Walter, S., Dubrova, E., & Chen, Q. (2015). Design of a terminal solution for integration of in-home health care devices and services towards the Internet-of-Things. Enterprise Information Systems, 9(1), 86-116.
  • Raghupathi, W. & Raghupathi, V., (2014). Big data analytics in healthcare: promise and potential. Health Information Science and Systems, 2(1).
  • Teece, D. (2010). Business models, business strategy and innovation. Long Range Planning, 43 (2-3): 172 - 194.
  • Uckelmann D, Harrison M, & Michahelles, F. (2011). An architectural approach towards the future IoTs. In architecting the IoTs, 1-2.
  • Voros, J. (2012). Macro-prospection: Thinking about the future using macro-and Big History. Proceedings of Global Future.
  • Xia, F., Yang, L.T., Wang, L. & Vinel, A., (2012). IoTs. International Journal of Communication Systems, 25(9). 1101.
  • Zott, C., Amit, R., & Massa, L. (2011). The business model: recent developments and future research. Journal of management, 37(4), 1019-1042.

Cite this article

APA

    APA : Khan, D. M., Sumra, M. J., & Shahzad, F. (2019). Data Streaming of Healthcare from Internet of Things (IoTs) using Big Data Analytics. Global Social Sciences Review, IV(I), 287-295. https://doi.org/10.31703/gssr.2019(IV-I).38

CHICAGO

    CHICAGO : Khan, Dost Muhammad, Muhammad Jameel Sumra, and Faisal Shahzad. 2019. "Data Streaming of Healthcare from Internet of Things (IoTs) using Big Data Analytics." Global Social Sciences Review, IV (I): 287-295 doi: 10.31703/gssr.2019(IV-I).38

HARVARD

    HARVARD : KHAN, D. M., SUMRA, M. J. & SHAHZAD, F. 2019. Data Streaming of Healthcare from Internet of Things (IoTs) using Big Data Analytics. Global Social Sciences Review, IV, 287-295.

MHRA

    MHRA : Khan, Dost Muhammad, Muhammad Jameel Sumra, and Faisal Shahzad. 2019. "Data Streaming of Healthcare from Internet of Things (IoTs) using Big Data Analytics." Global Social Sciences Review, IV: 287-295

MLA

    MLA : Khan, Dost Muhammad, Muhammad Jameel Sumra, and Faisal Shahzad. "Data Streaming of Healthcare from Internet of Things (IoTs) using Big Data Analytics." Global Social Sciences Review, IV.I (2019): 287-295 Print.

OXFORD

    OXFORD : Khan, Dost Muhammad, Sumra, Muhammad Jameel, and Shahzad, Faisal (2019), "Data Streaming of Healthcare from Internet of Things (IoTs) using Big Data Analytics", Global Social Sciences Review, IV (I), 287-295

TURABIAN

    TURABIAN : Khan, Dost Muhammad, Muhammad Jameel Sumra, and Faisal Shahzad. "Data Streaming of Healthcare from Internet of Things (IoTs) using Big Data Analytics." Global Social Sciences Review IV, no. I (2019): 287-295. https://doi.org/10.31703/gssr.2019(IV-I).38