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Select the closest pair of synsets for two words #140

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Mar 27, 2016
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Select the closest pair of synsets for two words #140

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14 changes: 10 additions & 4 deletions chatterbot/adapters/logic/closest_meaning.py
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Original file line number Diff line number Diff line change
Expand Up @@ -62,11 +62,17 @@ def get_similarity(self, string1, string2):

if synset1 and synset2:

# Compare the first synset in each list of synsets
similarity = synset1[0].path_similarity(synset2[0])
max_similarity = 0

if similarity:
total_similarity = total_similarity + similarity
# Get the highest similarity for each combination of synsets
for synset in itertools.product(*[synset1, synset2]):
similarity = synset[0].path_similarity(synset[1])

if similarity and (similarity > max_similarity):
max_similarity = similarity

# Add the most similar path value to the total
total_similarity += max_similarity

return total_similarity

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