Tweets have started to appear from unknown sources, using an alien language
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Tweets have started to appear from unknown sources, using an alien language

Question 2

Tweets have started to appear from unknown sources, using an alien language. The three most recent tweets are: 

• do da da da do

• di di di do do

• da da da da da da

(a) Should we perform stop word removal and/or stemming on these three tweets?

(b) Construct the document term frequency matrix.

(c) Construct the cosine similarity score of each document to the query "da di” by using term frequencies.

(d) Which tweet is more similar to the query? Justify your answer.

Hint
ManagementCosine similarity refers to a system of measurement used to measure how alike the documents are regardless of their size. Statistically, it measures the cosine of the angle amid two vectors projected in a multi-dimensional space. The lesser the angle, the greater the cosine similarity...

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