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Smarter formation of topic patterns #41

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akolonin opened this issue Apr 10, 2021 · 0 comments
Open

Smarter formation of topic patterns #41

akolonin opened this issue Apr 10, 2021 · 0 comments
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enhancement New feature or request help wanted Extra attention is needed

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@akolonin
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akolonin commented Apr 10, 2021

At the current time to topics are generated along with patterns created as topi names via the TextMiner class
https://github.com/aigents/aigents-java/blob/master/src/main/java/net/webstructor/data/TextMiner.java
and its underlying clustering implementation
https://github.com/aigents/aigents-java/blob/master/src/main/java/net/webstructor/data/Miner.java
The patterns created this way are just disjunctive sets of words, missing the few things

  • conjunctions
  • ordered conjunctions ("frames")
  • regular expressions (to handle suffixes)

It should be improved with more complex pattern formation involving symbolic pattern regression producing hierarchical patterns like discussed here:
https://www.youtube.com/watch?v=FzKMtNILmDk

@akolonin akolonin added enhancement New feature or request help wanted Extra attention is needed labels Apr 10, 2021
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