Overview
please write more discussion for each question
1. What are the two major challenges in the problem of text analysis? 2. What is a reverse index? 3. Why is the corpus metrics dynamic. Provide an example and a scenario that explains the dynamism of the corpus metrics. 4. How does tf idf enhance the relevance of a search result? 5. List and discuss a few methods that are deployed in text analysis to reduce the dimensions.