Assignment on data mining

Assignment Help Electrical Engineering

Reference no: EM13820214

Data Mining

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 (45) 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 eBusiness and eCommerce 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.

Reference no: EM13820214

Questions Cloud

Explain differences between infectious and chronic diseases : Differences between Infectious and Chronic Diseases. discuss differences in data collection, analysis, and dissemination in infectious versus chronic diseases.

How influential can an informal leader be among team members : How do you think results can improve when effective communication is practiced in the healthcare field with peers, colleagues, and leadership teams?

Conduct an analysis within the organizations database : Conduct an analysis within the organization's database, explain the type of information that was retrieved in the analysis, and provide real-world examples of how the information can be used to create interventions, improve quality, and/or help to pr..

Understanding business research terms and concepts : Research at least three quantitative data collection instruments and sampling methods available to researchers using the text and additional resources from the University Library.

Assignment on data mining : Data Mining

What was the event and who was involved : What was the event and who was involved? What was the social response? What was the economic response? What was the political response?

Recommendation on a new human resource information system : Discuss the programs main attributes and how it interfaces with human resource information systems and strategic human resources planning as a whole.

Create an analysis based on the inefficiency of saudi arabia : Create an analysis based on the inefficiency of Saudi Arabia's roadside assistance using its major cities such as Dammam, Riyadh and Jeddah as a point of interest.

Visual logic flowchat and psuedocode help : Visual Logic flowchat and psuedocode help

User Account

All Pages