Extract Sentiment - SentiWordNet cannot cope with "very" and "not"

lena_rubenilena_rubeni MemberPosts:4Learner I
Hello,

using the operator extract sentiment in RapidMiner, I tested some example sentences like "This phone is good" "This phone is not good" to make sure that the operator is able to handle negation. "Not" is covered in the SentiWordNet lexicon if you look it up but these two sentences get exactly the same value after running the process.
这将是你ally helpful to hear if somebody has recognized something similar or if somebody is able to help me fix the problem.

谢谢!

Lena

Answers

  • MartinLiebigMartinLiebig Administrator, Moderator, Employee, RapidMiner Certified Analyst, RapidMiner Certified Expert, University ProfessorPosts:3,404RM Data Scientist
    do you mind to post your process here?

    Generally speaking,@sgenzerand i are working on a new operator which is easier to use then the old wordnet extension. It would give you this result:

    would this fix your problem?

    BR,
    Martin
    - Sr. Director Data Solutions, Altair RapidMiner -
    Dortmund, Germany
    sgenzer
  • lena_rubenilena_rubeni MemberPosts:4Learner I
    Hi,

    attached is my process in which I just check if the extension is able to recognize words like "very" and "extraordinarily".
    So, it is true that the extension is not able to handle negation, although WordNet covers it?
    Your example is basically what I am trying to check with RapidMiner - so you have worked out a solution for it?

    BR
  • MartinLiebigMartinLiebig Administrator, Moderator, Employee, RapidMiner Certified Analyst, RapidMiner Certified Expert, University ProfessorPosts:3,404RM Data Scientist
    it's an operator we are to release "soon", e.g. this month. I'll check your process asap. but i am sadly a bit busy lately. Maybe someone else can have a look?

    BR,
    Martin
    - Sr. Director Data Solutions, Altair RapidMiner -
    Dortmund, Germany
    lena_rubeni
  • sgenzersgenzer Administrator, Moderator, Employee, RapidMiner Certified Analyst, Community Manager, Member, University Professor, PM ModeratorPosts:2,959Community Manager
    @lena_rubeniI will send you a PM.

    Scott
    lena_rubeni
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