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Hits 1 – 7 of 7
1
Sentiment Classification Using Negation as a Proxy for Negative Sentiment
Ohana, Bruno
;
Tierney, Brendan
;
Delany, Sarah Jane
In: Conference papers (2016)
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2
A Case-Based Approach to Cross Domain Sentiment Classification
Ohana, Bruno
;
Delany, Sarah Jane
;
Tierney, Brendan
In: Conference papers (2012)
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3
Domain Independent Sentiment Classification with Many Lexicons
Ohana, Bruno
;
Tierney, Brendan
;
Delany, Sarah Jane
In: Conference papers (2011)
Abstract:
Sentiment lexicons are language resources widely used in opinion mining and important tools in unsupervised sentiment classification. We present a comparative study of sentiment classification of reviews on six different domains using sentiment lexicons from different sources. Our results highlight the tendency of a lexicon’s performance to be imbalanced towards one class, and indicate lexicon accuracy varies with the target domain. We propose an approach that combines information from different lexicons to make classification decisions and achieve more robust results that consistently improve our baseline across all domains tested. These are further refined by a domain independent score adjustment that mitigates the effect of the recall imbalance seen on some of the results
Keyword:
Multiple Classifier Systems
;
Natural Language Processing
;
Opinion Mining
;
Sentiment Classification
;
Sentiment Lexicon
URL:
https://arrow.tudublin.ie/cgi/viewcontent.cgi?article=1119&context=scschcomcon
https://arrow.tudublin.ie/scschcomcon/116
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4
Domain Independent Sentiment Classification with Many Lexicons ...
Ohana, Bruno
;
Tierney, Brendan
;
Delany, Sarah Jane
. - : Unpublished, 2011
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5
Sentiment Classification of Reviews Using SentiWordNet
Ohana, Bruno
;
Tierney, Brendan
In: Conference papers (2009)
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6
Sentiment Classification of Reviews Using SentiWordNet
Ohana, Bruno
;
Tierney, Brendan
In: 9th. IT & T Conference (2009)
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7
Bi-directional Ontology Versioning BOV
Zhao, Siyang
;
Tierney, Brendan
In: Conference papers (2005)
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