Optimizing Text Summarization Based on Fuzzy Logic

Optimizing Text Summarization Based on Fuzzy Logic

In this paper we first analyze some state of the art methods for text summarization. We discuss what the main disadvantages of these methods are and then propose a new method using fuzzy logic. Comparisons of results show that our method beats most methods which use machine learning as their core.

Gespeichert in:
Bibliographische Detailangaben
Hauptverfasser: Kyoomarsi, F., Khosravi, H., Eslami, E., Dehkordy, P.K., Tajoddin, A.
Format: Tagungsbericht
Sprache:eng
Schlagworte:
Automatic generation control
Data mining
Fuzzy logic
Fuzzy systems
Information analysis
Information science
Internet
Learning Machine
Machine learning
Natural language processing
Optimization methods
Text Summarization
Vector Method
Online-Zugang:Volltext bestellen
Tags: Tag hinzufügen
Keine Tags, Fügen Sie den ersten Tag hinzu!
Beschreibung
Zusammenfassung:In this paper we first analyze some state of the art methods for text summarization. We discuss what the main disadvantages of these methods are and then propose a new method using fuzzy logic. Comparisons of results show that our method beats most methods which use machine learning as their core.
DOI:10.1109/ICIS.2008.46