src/library/summarizersCentroidWeightedSummarizer.php

SeekQuarry/Yioop -- Open Source Pure PHP Search Engine, Crawler, and Indexer

Copyright (C) 2009 - 2020 Chris Pollett chris@pollett.org

LICENSE:

This program 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.

This program 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 this program. If not, see https://www.gnu.org/licenses/.

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Classes

CentroidWeightedSummarizer Class which may be used by TextProcessors to get a summary for a text document that may later be used for indexing. This is done by the @see getSummmary method. To generate a summary a normalized term frequency vector is computed for each sentence. An average vector is then computed by summing these and renormalizing the result.