`textSim`

It is implemented in the library, textSim.

tfidfCosineSimilarityAdvance

computes TF-IDF based cosine similarity between two strings

cosineSimilarityAdvance

computes cosine similarity between two strings

`tfidfCosineSimilarityAdvance`

Computes TF-IDF based cosine similarity between two strings.

tfidfCosineSimilarityAdvance(Text1, Text2, <case_sensitivity>)

Where:

Text1 is the first string to be compared.
Text2 is the second string to be compared.
<case_sensitivity> can be caseSensitive or caseInsensitive.

Example

@library("textSim:", "textSim").
input("hello world").
result(X) :- input(Y), X = textSim:tfidfCosineSimilarityAdvance(Y, "hello", "caseinsensitive").
@output("result").

Expected results

result(0.707)

`cosineSimilarityAdvance`

Computes cosine similarity between two strings.

cosineSimilarityAdvance(Text1, Text2, <case_sensitivity>)

Where:

Text1 is the first string to be compared.
Text2 is the second string to be compared.
<case_sensitivity> can be caseSensitive or caseInsensitive.

Example

@library("textSim:", "textSim").
input("hello world").
result(X) :- input(Y), X = textSim:cosineSimilarityAdvance(Y, "hello", "caseinsensitive").
@output("result").

Expected results

result(0.816)