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9 Commits
ClusterCenter.java
ClusterCenter.java
 
 
CombineTopicsMapper.java
CombineTopicsMapper.java
 
 
CombineTopicsReducer.java
CombineTopicsReducer.java
 
 
DenseDoubleVector.java
DenseDoubleVector.java
 
 
DistanceMeasurer.java
DistanceMeasurer.java
 
 
DoubleDoubleVectorFunction.java
DoubleDoubleVectorFunction.java
 
 
DoubleVector.java
DoubleVector.java
 
 
DoubleVectorFunction.java
DoubleVectorFunction.java
 
 
KMeansMapper.java
KMeansMapper.java
 
 
KMeansMapperFinal.java
KMeansMapperFinal.java
 
 
KMeansReducer.java
KMeansReducer.java
 
 
KMeansReducerFinal.java
KMeansReducerFinal.java
 
 
LDAMapper.java
LDAMapper.java
 
 
LDAReducer.java
LDAReducer.java
 
 
ManhattanDistance.java
ManhattanDistance.java
 
 
README.md
README.md
 
 
RankSortMapper.java
RankSortMapper.java
 
 
RankSortReducer.java
RankSortReducer.java
 
 
SemanticTermsMapper.java
SemanticTermsMapper.java
 
 
SemanticTermsReducer.java
SemanticTermsReducer.java
 
 
SortComparator.java
SortComparator.java
 
 
Summarizer.java
Summarizer.java
 
 
TFIDF.java
TFIDF.java
 
 
TermFrequency.java
TermFrequency.java
 
 
TextSummarizationDriver.java
TextSummarizationDriver.java
 
 
VectorWritable.java
VectorWritable.java
 
 
summarization.png
summarization.png
 
 

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Multi-Document-Text-Summarization

Multi-document Text Summarization using Map Reduce. Implemented in Java which Involves KMeans Clustering, Topic Modelling, finding Semantic terms, Summarizing.

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Multi-document Text Summarization using Map Reduce. Implemented in Java which Involves KMeans Clustering, Topic Modelling, finding Semantic terms, Summarizing.

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cloud-computinghadoop-mapreducejavakmeans-clusteringtextsumarizer

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