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Use NLP to better filter tweets based on keywords #9

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Chintan2108 opened this issue Sep 11, 2020 · 0 comments
Open

Use NLP to better filter tweets based on keywords #9

Chintan2108 opened this issue Sep 11, 2020 · 0 comments
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enhancement New feature or request good first issue Good for newcomers SLoP-75 SLoP Level 3 Issue

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@Chintan2108
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  • Currently the words are being filtered using keyword matching Code here
  • This approach simply looks for the exact keywords in the tweets and filters them
  • It is always possible that some tweets may contain some keywords which might have a similar meaning to algae bloom (such as eutrophication) but are not the exact same
  • Such tweets while important are not filtered and instead missed out
  • Use NLP and word embedding concepts to process the tweet content and find similarity with the keywords so that the tweets having words which have similar meaning to keywords but are not exact keywords are not missed out
@Chintan2108 Chintan2108 added enhancement New feature or request and removed enhancement New feature or request labels Sep 11, 2020
@Chintan2108 Chintan2108 added SLoP-75 SLoP Level 3 Issue good first issue Good for newcomers labels Oct 1, 2020
@Srinija301 Srinija301 self-assigned this Oct 8, 2020
@Srinija301 Srinija301 removed their assignment Nov 3, 2020
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Labels
enhancement New feature or request good first issue Good for newcomers SLoP-75 SLoP Level 3 Issue
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