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Tool for applying a text preprocessing pipeline to twitter tweets.
/**
* Copyright (c) 2012, The University of Southampton and the individual contributors.
* All rights reserved.
*
* Redistribution and use in source and binary forms, with or without modification,
* are permitted provided that the following conditions are met:
*
* * Redistributions of source code must retain the above copyright notice,
* this list of conditions and the following disclaimer.
*
* * Redistributions in binary form must reproduce the above copyright notice,
* this list of conditions and the following disclaimer in the documentation
* and/or other materials provided with the distribution.
*
* * Neither the name of the University of Southampton nor the names of its
* contributors may be used to endorse or promote products derived from this
* software without specific prior written permission.
*
* THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS" AND
* ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE IMPLIED
* WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE ARE
* DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT OWNER OR CONTRIBUTORS BE LIABLE FOR
* ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES
* (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES;
* LOSS OF USE, DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON
* ANY THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT
* (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS
* SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
*/
package org.openimaj.tools.twitter.modes.preprocessing;
import java.io.IOException;
import java.util.List;
import org.kohsuke.args4j.CmdLineOptionsProvider;
/**
* The mode of the twitter processing tool
*
* @author Sina Samangooei ([email protected])
*
*/
public enum TwitterPreprocessingModeOption implements CmdLineOptionsProvider {
/**
* Tokenise the tweet using the twokeniser implementation
*/
TOKENISE {
@Override
public TokeniseMode getOptions() {
return new TokeniseMode();
}
},
// TODO: Fix the NER stuff
// NER{
//
// @Override
// public NERMode getOptions() {
// return new NERMode();
// }
//
// },
/**
* Language detection using the langid implementation
*/
LANG_ID {
@Override
public LanguageDetectionMode getOptions() {
try {
return new LanguageDetectionMode();
} catch (IOException e) {
return null;
}
}
},
/**
* Stem tweets. Don't bother with non english tweets.
*/
PORTER_STEM {
@Override
public TwitterPreprocessingMode> getOptions() {
try {
return new StemmingMode();
} catch (IOException e) {
return null;
}
}
},
/**
* Remove all stopwords from tokenised items
*/
REMOVE_STOPWORDS{
@Override
public TwitterPreprocessingMode> getOptions() {
try {
return new StopwordMode();
} catch (IOException e) {
return null;
}
}
},
/**
* Ascribe sentiment
*/
SENTIMENT{
@Override
public TwitterPreprocessingMode> getOptions() {
try {
return new SentimentExtractionMode();
} catch (IOException e) {
return null;
}
}
}
;
/**
* @return An instance (initialising any heavyweight analysis objects) of the mode
*/
@Override
public abstract TwitterPreprocessingMode> getOptions() ;
}
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