Skip to content
Snippets Groups Projects
Commit abf4a7c6 authored by snigdha's avatar snigdha
Browse files

updated readme

parent 83164867
No related branches found
No related tags found
No related merge requests found
......@@ -51,8 +51,8 @@
<file leaf-file-name="README.md" pinned="false" current-in-tab="true">
<entry file="file://$PROJECT_DIR$/README.md">
<provider selected="true" editor-type-id="text-editor">
<state relative-caret-position="480">
<caret line="32" column="63" selection-start-line="32" selection-start-column="63" selection-end-line="32" selection-end-column="63" />
<state relative-caret-position="360">
<caret line="24" column="0" selection-start-line="24" selection-start-column="0" selection-end-line="24" selection-end-column="0" />
<folding />
</state>
</provider>
......@@ -489,12 +489,12 @@
<workItem from="1480638593636" duration="502000" />
<workItem from="1480639104215" duration="1864000" />
<workItem from="1480641007400" duration="133000" />
<workItem from="1480641193493" duration="238000" />
<workItem from="1480641193493" duration="435000" />
</task>
<servers />
</component>
<component name="TimeTrackingManager">
<option name="totallyTimeSpent" value="3188000" />
<option name="totallyTimeSpent" value="3385000" />
</component>
<component name="ToolWindowManager">
<frame x="0" y="22" width="1906" height="970" extended-state="0" />
......@@ -688,8 +688,8 @@
</entry>
<entry file="file://$PROJECT_DIR$/README.md">
<provider selected="true" editor-type-id="text-editor">
<state relative-caret-position="480">
<caret line="32" column="63" selection-start-line="32" selection-start-column="63" selection-end-line="32" selection-end-column="63" />
<state relative-caret-position="360">
<caret line="24" column="0" selection-start-line="24" selection-start-column="0" selection-end-line="24" selection-end-column="0" />
<folding />
</state>
</provider>
......
This class takes a sentence as input and outputs its 'happiness'.
Happiness is a categorical variables that takes values:
1 when the overall sentiment of the sentence is positive
-1 when the overall sentiment of the sentence is negative
0 when the overall sentiment of the sentence is neutral
The code uses two lexicons for sentiment computation:
1) BingLiu's lexicon at http://www.cs.uic.edu/~liub/FBS/sentiment-analysis.html
Please cite one of the following two papers:
Minqing Hu and Bing Liu. "Mining and Summarizing Customer Reviews."
Proceedings of the ACM SIGKDD International Conference on Knowledge
Discovery and Data Mining (KDD-2004), Aug 22-25, 2004, Seattle,
Washington, USA,
Bing Liu, Minqing Hu and Junsheng Cheng. "Opinion Observer: Analyzing
and Comparing Opinions on the Web." Proceedings of the 14th
International World Wide Web conference (WWW-2005), May 10-14,
2005, Chiba, Japan.
Minqing Hu and Bing Liu(2004). Mining and Summarizing Customer Reviews. Proceedings of
the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining
(KDD-2004), Aug 22-25, 2004, Seattle, Washington, USA.
Bing Liu, Minqing Hu and Junsheng Cheng (2005). Opinion Observer: Analyzing and Comparing Opinions on the Web.
Proceedings of the 14th International World Wide Web conference (WWW-2005), May 10-14, 2005, Chiba, Japan.
2) MPQA lexicon
Please cite:
Theresa Wilson, Janyce Wiebe and Paul Hoffmann (2005). Recognizing Contextual
......@@ -30,11 +33,17 @@ Please cite:
Example of how to use this class
public void demo() throws Exception{
SentimentHandler sentimentHandler = new SentimentHandler();
String sent = "She thought she was not happy.";
Pair<Integer, Integer> happ = sentimentHandler.getHappiness(sent);
System.out.println("Happiness according to BingLiu Lexicon: "+happ.getFirst());
System.out.println("Happiness according to MPQA Lexicon: "+happ.getSecond());
}
0% Loading or .
You are about to add 0 people to the discussion. Proceed with caution.
Finish editing this message first!
Please register or to comment