Package it.unimi.dsi.mg4j.search.score

Source Code of it.unimi.dsi.mg4j.search.score.VignaScorer

package it.unimi.dsi.mg4j.search.score;

/*    
* MG4J: Managing Gigabytes for Java
*
* Copyright (C) 2005-2010 Sebastiano Vigna
*
*  This library is free software; you can redistribute it and/or modify it
*  under the terms of the GNU Lesser General Public License as published by the Free
*  Software Foundation; either version 3 of the License, or (at your option)
*  any later version.
*
*  This library 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 Lesser General Public License
*  for more details.
*
*  You should have received a copy of the GNU Lesser General Public License
*  along with this program; if not, see <http://www.gnu.org/licenses/>.
*
*/

import java.io.IOException;

import it.unimi.dsi.mg4j.index.Index;
import it.unimi.dsi.util.Interval;
import it.unimi.dsi.mg4j.search.IntervalIterator;
import it.unimi.dsi.mg4j.search.IntervalIterators;

/** Computes the Vigna score of all interval iterators of a document.
*
* <p>This scorer progressively moves score from a residual (initialised to 1)
* to the current score (initialised to 0). For each interval, we move a fraction of the residual
* equal to the ratio of the {@linkplain it.unimi.dsi.mg4j.search.IntervalIterator#extent() extent}
* over the interval length, minimised with 1 and divided by 2. For instance,
* on a two-term query meeting intervals of length 2 will increase the score from 0 to 1/2, 3/4 and so on.
* On the other hand, larger intervals take away less from the residual.
*
* <p>When the score exceeds .99, the computation is interrupted. In this way, we exploit
* the laziness of the algorithms for minimal-interval
* semantics implemented in {@link it.unimi.dsi.mg4j.search}, greatly improving performance for
* extremely frequent terms, with no perceivable effect on the score itself.
*/
public class VignaScorer extends AbstractWeightedScorer implements DelegatingScorer {
 
  public double score( final Index index ) throws IOException {
    final IntervalIterator it = documentIterator.intervalIterator( index );
    if ( it == IntervalIterators.TRUE || it == IntervalIterators.FALSE ) return 0;
    double score = 0, residual = 1, t;
    int extent = it.extent(), length;
    Interval interval;
    while ( ( interval = it.nextInterval() ) != null ) {
      length = interval.length();
      t = residual * Math.min( (double)extent / length, 1 ) / 2;
      residual -= t;
      score += t;
      if ( score > .99 ) return 1;
    }
    return score;
  }

  public String toString() {
    return "Vigna()";
  }
 
  public synchronized VignaScorer copy() {
    final VignaScorer scorer = new VignaScorer();
    scorer.setWeights( index2Weight );
    return scorer;
  }

  /** Returns true.
   * @return true.
   */
  public boolean usesIntervals() {
    return true;
  }
}
TOP

Related Classes of it.unimi.dsi.mg4j.search.score.VignaScorer

TOP
Copyright © 2018 www.massapi.com. All rights reserved.
All source code are property of their respective owners. Java is a trademark of Sun Microsystems, Inc and owned by ORACLE Inc. Contact coftware#gmail.com.