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COIS13013 Business Intelligence

tag 0 Download 15 Pages / 3,606 Words tag 24-11-2020


Question 1

What is text mining and how does it differ from data mining? Describe the technologies that can be used to process text mining and provide two applications of text mining .

Question 2

Understand how artificial intelligence (AI) is impacting business in some specific fields, such as healthcare, social media, supermarket and so on. Discuss the following topics:

  • Why artificial intelligence is important for supporting business to build smart systems
  • How artificial intelligence helps to transform companies
  • The thread of artificial intelligence and the limitations of smart systems

Question 3

Read the resource material available on the course website about WEKA (in Week 5 and Week 6). Download WEKA software and install it onto your computer (ensure the bundled Java Runtime Environment, i.e. jre is installed). After successful installation of the program, classify bank accounts from the data bank-data.arff using J48 classifier (keep other parameters as default,). The bank-data.arff file can be found on the course website. Write an analysis report based on the classification results. You need to include the results in your report.

  • To classify data in WEKA, use “Open file”, than select “Classify” ? “Classifier (Choose)” ? “trees” ?“J48”
  • You need to develop a decision tree and explain the output as well as the important variables required for generating the output
  • The report should include

oyour understanding of WEKA software and data analysis

oanalysis of classification results

osummary or conclusion

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Total 15 pages

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