Data Mining Assignment

Discussion

Using search engines,  find two (2) recent PEER REVIEWED ACADEMIC ARTICLES involving DATA  ANALYTICS. Describe the role of “data analytics” in the text using your own words. Here is an example of an article citation as I would expect to see it in your write up. The writeup for your citation should be at least three paragraph longs (7-9 sentences each).

ARTICLE EXAMPLE

Gupta, R., Tanwar, S., Tyagi, S., & Kumar, N. (2020). Machine learning models for secure data analytics: A taxonomy and threat model. Computer Communications, 153, 406-440.

Instructions:

1) Spelling/Grammar & APA are a huge part of this grade (25%). Failure to thoroughly edit the assignment will result in a significant deduction in points. 

2) Provide one peer reply

Srikanth Vadlapati

 

Discussion

Galetsi, P., Katsaliaki, K., & Kumar, S. (2020). Big data analytics in health sector: Theoretical framework, techniques and prospects. International Journal of Information Management, 50, 206-216.

Big data gets enough importance over every business sector where it holds sufficient information regarding the business process, opportunities and others. The Healthcare sector has also evolved enough, where IT infrastructure and digital applications have enough importance for dealing with required information over the digital platform. Big data in the health care sector not only assist in evaluating healthcare data but also assist in utilizing electronic health records for better healthcare services (Galetsi, Katsaliaki, & Kumar, 2020).

Digital health data get enough prioritization in modern-day medical service, where lots of predictive and diagnosed services can be developed. Data analytic process is essential in extracting valuable data patterns from the large data set. Big data analytic over healthcare data may assist in dealing with sensitive information of patents and others. The healthcare sector needs to be aware of the health issues and personal information of the patient (Galetsi, Katsaliaki, & Kumar, 2020).  Health service providers are very much concerned regarding the large amount of data collected from digital applications. Effective BDA over the healthcare sector can also be achieved by adaptation of machine learning, data mining techniques.

Ghasemaghaei, M. (2019). Does data analytics use improve firm decision making quality? The role of knowledge sharing and data analytics competency. Decision Support Systems, 120(1), 14-24.

Modern-day businesses rely on effective data operations and digital applications. Organizations are trying to utilize business data in their growth possibilities. IT infrastructure is essential enough to collect and deal with a large amount of digital information (Ghasemaghaei, 2019).  At the same time, knowledge sharing and data analytic processes assist the organizations in evaluating a large amount of data regarding business opportunities, market trends, customers’ interests, and others. Management is very much proactive in data analytic processes where organizational big data is evaluated for effective decision making and leading the organization as per the best business possibilities over the current market scenario.

 
 

References

Galetsi, P., Katsaliaki, K., & Kumar, S. (2020). Big data analytics in health sector: Theoretical framework, techniques and prospects. International Journal of Information Management, 50(1), 206-216.

Ghasemaghaei, M. (2019). Does data analytics use improve firm decision making quality? The role of knowledge sharing and data analytics competency. Decision Support Systems, 120(1), 14-24.