Search Our Essay Database

Essay Instructions: Data Mining in Health Care
data warehousing is a method of data storage that allows for streamlined data management and retrieval. Data mining software aids in clarifying the relationships between stored data and assists in retrieving specific information as needed. In health care organizations, the information this process yields can be used to cut costs and improve patient care.
explore the concept of data mining from a health care perspective.
To prepare:
What are the potential benefits of using data mining in health care?
Review the information in the Learning Resources on the different types of data warehousing and how the one selected impacts data mining.
Review the Hey article, ?The Next Scientific Revolution.? Consider how data mining through machine learning can be applied to health care.
Reflect on your initial impressions of automated data mining in health care. What are your thoughts on applying this type of data mining to patient care? Consider possible drawbacks of both guided and automated data mining. What approaches and strategies could be used to address those concerns?
Consider any ethical ramifications of using data mining or machine learning as a tool for prognosis.
analysis of how data mining can be beneficial to a health care system. Assess how the type of data warehousing used can impact the ability to mine data. Describe examples of the successful use of guided data mining and automated data mining within health care and cite your source. Describe any reservations you have or ethical issues you foresee in using data mining to provide health care information. What approaches and strategies could be used to address those concerns? Justify your responses.

I have a file. Hey file which I will be sending later. today.

Essay Instructions: I have to write a 4-5 page paper on data mining. The questions that I have to write are below. Please write the paper based off of the 5 questions below.

The development of complex algorithms that can mine mounds of data that have been collected from people and digital devices have led to the adoption of data mining by most businesses as a means of understanding their customers better than before. Data mining takes place in retailing and sales, banking, education, manufacturing and production, health care, insurance, broadcasting, marketing, customer services, and a number of other areas. The analytical information gathered by data-mining applications has given some businesses a competitive advantage, an ability to make informed decisions, and better ways to predict the behavior of customers. I have to Write a four to five (4-5) page paper in which I:

1. Determine the benefits of data mining to the businesses when employing:
1. Predictive analytics to understand the behavior of customers
2. Associations discovery in products sold to customers
3.Web mining to discover business intelligence from Web customers
4.Clustering to find related customer information

2.Assess the reliability of the data mining algorithms. Decide if they can be trusted and predict the errors they are likely to produce.

3. Analyze privacy concerns raised by the collection of personal data for mining purposes.
1. Choose and describe three (3) concerns raised by consumers.
2. Decide if each of these concerns is valid and explain your decision for each.
3.Describe how each concern is being allayed.

4. Provide at least three (3) examples where businesses have used predictive analysis to gain a competitive advantage and evaluate the effectiveness of each business?s strategy.

5. I have to Use at least three (3) quality resources in this assignment. Note: Wikipedia and similar Websites do not qualify as quality resources.

My assignment must follow these formatting requirements:

Be typed, double spaced, using Times New Roman font (size 12), with one-inch margins on all sides; citations and references must follow APA or school-specific format.

Essay Instructions: The development of complex algorithms that can mine mounds of data that have been collected from people and digital devices have led to the adoption of data mining by most businesses as a means of understanding their customers better than before. Data mining takes place in retailing and sales, banking, education, manufacturing and production, health care, insurance, broadcasting, marketing, customer services, and a number of other areas. The analytical information gathered by data-mining applications has given some businesses a competitive advantage, an ability to make informed decisions, and better ways to predict the behavior of customers.

Write a four to five (4-5) page paper in which you:

Determine the benefits of data mining to the businesses when employing:
Predictive analytics to understand the behavior of customers
Associations discovery in products sold to customers
Web mining to discover business intelligence from Web customers
Clustering to find related customer information
Assess the reliability of the data mining algorithms. Decide if they can be trusted and predict the errors they are likely to produce.
Analyze privacy concerns raised by the collection of personal data for mining purposes.
Choose and describe three (3) concerns raised by consumers.
Decide if each of these concerns is valid and explain your decision for each.
Describe how each concern is being allayed.
Provide at least three (3) examples where businesses have used predictive analysis to gain a competitive advantage and evaluate the effectiveness of each business?s strategy.
Use at least three (3) quality resources in this assignment. Note: Wikipedia and similar Websites do not qualify as quality resources.
Your assignment must follow these formatting requirements:
Be typed, double spaced, using Times New Roman font (size 12), with one-inch margins on all sides; citations and references must follow APA or school-specific format. Check with your professor for any additional instructions.
Include a cover page containing the title of the assignment, the student?s name, the professor?s name, the course title, and the date. The cover page and the reference page are not included in the required assignment page length.
The specific course learning outcomes associated with this assignment are:
Explain how information technology systems influence organizational strategies.
Evaluate the ethical concerns that information technologies raise in a global context.
Outline the challenges and strategies of e-Business and e-Commerce technology.
Use technology and information resources to research issues in information systems and technology.
Write clearly and concisely about topics related to information systems for decision making using proper writing mechanics and technical style conventions.

Essay Instructions: Due Week 9 and worth 75 points
The development of complex algorithms that can mine mounds of data that have been collected from
people and digital devices have led to the adoption of data mining by most businesses as a means of
understanding their customers better than before. Data mining takes place in retailing and sales, banking,
education, manufacturing and production, health care, insurance, broadcasting, marketing, customer
services, and a number of other areas. The analytical information gathered by data-mining applications
has given some businesses a competitive advantage, an ability to make informed decisions, and better
ways to predict the behavior of customers.

Write a four to five (4-5) page paper in which you:
1. Determine the benefits of data mining to the businesses when employing:
a. Predictive analytics to understand the behavior of customers
b. Associations discovery in products sold to customers
c. Web mining to discover business intelligence from Web customers
d. Clustering to find related customer information
2. Assess the reliability of the data mining algorithms. Decide if they can be trusted and predict the
errors they are likely to produce.
3. Analyze privacy concerns raised by the collection of personal data for mining purposes.
a. Choose and describe three (3) concerns raised by consumers.
b. Decide if each of these concerns is valid and explain your decision for each.
c. Describe how each concern is being allayed.
4. Provide at least three (3) examples where businesses have used predictive analysis to gain a
competitive advantage and evaluate the effectiveness of each business?s strategy.
5. Use at least three (3) quality resources in this assignment. Note: Wikipedia and similar Websites
do not qualify as quality resources.
Your assignment must follow these formatting requirements:
? Be typed, double spaced, using Times New Roman font (size 12), with one-inch margins on all
sides; citations and references must follow APA or school-specific format. Check with your
professor for any additional instructions.
? Include a cover page containing the title of the assignment, the student?s name, the professor?s
name, the course title, and the date. The cover page and the reference page are not included in
the required assignment page length.

The specific course learning outcomes associated with this assignment are:
? Explain how information technology systems influence organizational strategies.
? Evaluate the ethical concerns that information technologies raise in a global context.
? Outline the challenges and strategies of e-Business and e-Commerce technology.
? Use technology and information resources to research issues in information systems and
technology.
? Write clearly and concisely about topics related to information systems for decision making using
proper writing mechanics and technical style conventions.