smile.nlp.relevance.RelevanceRanker Maven / Gradle / Ivy
/*
* Copyright (c) 2010-2021 Haifeng Li. All rights reserved.
*
* Smile is free software: you can redistribute it and/or modify
* it under the terms of the GNU General Public License as published by
* the Free Software Foundation, either version 3 of the License, or
* (at your option) any later version.
*
* Smile is distributed in the hope that it will be useful,
* but WITHOUT ANY WARRANTY; without even the implied warranty of
* MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
* GNU General Public License for more details.
*
* You should have received a copy of the GNU General Public License
* along with Smile. If not, see .
*/
package smile.nlp.relevance;
import smile.nlp.Corpus;
import smile.nlp.TextTerms;
/**
* An interface to provide relevance ranking algorithm.
*
* @author Haifeng Li
*/
public interface RelevanceRanker {
/**
* Returns the relevance score between a term and a document based on a corpus.
* @param corpus the corpus.
* @param doc the document to rank.
* @param term the searching term.
* @param tf the term frequency in the document.
* @param n the number of documents containing the given term in the corpus;
* @return the relevance score.
*/
double rank(Corpus corpus, TextTerms doc, String term, int tf, int n);
/**
* Returns the relevance score between a set of terms and a document based on a corpus.
* @param corpus the corpus.
* @param doc the document to rank.
* @param terms the searching terms.
* @param tf the term frequencies in the document.
* @param n the number of documents containing the given term in the corpus;
* @return the relevance score.
*/
double rank(Corpus corpus, TextTerms doc, String[] terms, int[] tf, int n);
}
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