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Information Technology Discussion

1)350 words

What are the common challenges with which sentiment analysis deals? What are the most popular application areas for sentiment analysis? Why?

2)4pages atleast

  • Complete the following assignment in one MS word document:
    Chapter 7 –discussion question #1-4 & exercise 3 & Internet exercise # 7
    When submitting work, be sure to include an APA cover page and include at least two APA formatted references (and APA in-text citations) to support the work this week.
    All work must be original (not copied from any source).

Questions for Discussion
1. Explain the relationship among data mining, text mining, and sentiment analysis.

2. In your own words, define text mining, and discuss its most popular applications.

3. What does it mean to induce structure into text-based data? Discuss the alternative ways of inducing structure into them.

4. What is the role of NLP in text mining? Discuss the capabilities and limitations of NLP in the context of text mining.

Exercise 3

Go to teradatauniversitynetwork.com and find the case study named “eBay Analytics.” Read the case carefully and extend your understanding of it by searching the Internet for additional information, and answer the case questions.

Exrecise 7

Go to kdnuggets.com. Explore the sections on applications as well as software. Find names of at least three additional packages for data mining and text mining.

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