Re: Lucene for Sentiment Analysis

2008-03-07 Thread Bob Carpenter
Aaron Schon wrote: ...I was wondering if taking a bag of words approach might work. For example chunking the sentences to be analyzed and running a Lucene query against an index storing sentiment polarity. Has anyone had success with this approach? I do not need a super accurate system, someth

Re: Lucene for Sentiment Analysis

2008-03-01 Thread Aaron Schon
an <[EMAIL PROTECTED]> To: java-user@lucene.apache.org Sent: Saturday, March 1, 2008 6:35:04 AM Subject: Re: Lucene for Sentiment Analysis We've been working on Sentiment Analysis. We use GATE and Wordnet for the lexical / semantic analysis and J Free Charts for the visualization. The domain

Re: Lucene for Sentiment Analysis

2008-03-01 Thread Vivek Balaraman
We've been working on Sentiment Analysis. We use GATE and Wordnet for the lexical / semantic analysis and J Free Charts for the visualization. The domain is reviews on retail banking and in general our accuracy is around 75% and recall around 25% We tried out lingpipe as well which also gave good

Re: Lucene for Sentiment Analysis

2008-02-29 Thread Srikant Jakilinki
Hi I remember doing it once a long time ago (Lucene 1.9) but could not go anywhere since term vectors and such were not easily accessible then. However, if text analytics is what you are after, perhaps you already know about LingPipe. I used it for named entity extraction (enhanced with some

Lucene for Sentiment Analysis

2008-02-29 Thread Aaron Schon
Hello, I was interested to learn about using Lucene for text analytics work such as for Sentiment Analysis. Has anyone done work along these lines? if so, could you share your approach, experiences, accuracy levels obtained etc. Thanks, AS ___