Optimizing text summarization based on fuzzy logic

被引:25
|
作者
Kyoomarsi, Farshad [1 ]
Khosravi, Hamid [2 ]
Eslarni, Esfandiar [3 ]
Dehkordy, Pooya Khosravyan [1 ,4 ]
Tajoddin, Asghar [1 ]
机构
[1] Islamic Azad Univ, Shahrekord Branch, Tehran, Iran
[2] Univ Shahid Bahonar Kerman, Int Ctr Sci & High Technol & Environm Sci, Kerman, Iran
[3] Shahid Bahonar Univ Kerman, Ctr Excellence Fuzzy System & Appl, Kerman, Iran
[4] Islamic Azad Univ, Arak Branch, Shahrud, Iran
关键词
D O I
10.1109/ICIS.2008.46
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
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.
引用
收藏
页码:347 / +
页数:2
相关论文
共 50 条
  • [21] A text summarization method based on fuzzy rules and applicable to automated assessment
    Goularte, Fabio Bif
    Nassar, Silvia Modesto
    Fileto, Renato
    Saggion, Horacio
    EXPERT SYSTEMS WITH APPLICATIONS, 2019, 115 : 264 - 275
  • [22] Enhancing Fuzzy Based Text Summarization Technique Using Genetic Approach
    Reddy, R. Pallavi
    Nara, Kalyani
    PROCEEDINGS OF FIRST INTERNATIONAL CONFERENCE ON INFORMATION AND COMMUNICATION TECHNOLOGY FOR INTELLIGENT SYSTEMS: VOL 1, 2016, 50 : 447 - 457
  • [23] Improving Text Summarization using Ensembled Approach based on Fuzzy with LSTM
    Tomer, Minakshi
    Kumar, Manoj
    ARABIAN JOURNAL FOR SCIENCE AND ENGINEERING, 2020, 45 (12) : 10743 - 10754
  • [24] Automatic Text Summarization Using Fuzzy Inference
    Jafari, Mehdi
    Shahabi, Amir Shahab
    Wang, Jing
    Qin, Yongrui
    Tao, Xiaohui
    Gheisari, Mehdi
    2016 22ND INTERNATIONAL CONFERENCE ON AUTOMATION AND COMPUTING (ICAC), 2016, : 256 - 260
  • [25] Public Sentiments Analysis Based on Fuzzy Logic for Text
    Wang, Xinzhi
    Zhang, Hui
    Xu, Zheng
    INTERNATIONAL JOURNAL OF SOFTWARE ENGINEERING AND KNOWLEDGE ENGINEERING, 2016, 26 (9-10) : 1341 - 1360
  • [26] Aspect Based Summarization of Reviews Using Naive Bayesian Classifier and Fuzzy Logic
    Reshma, V
    John, Ansamma
    2015 INTERNATIONAL CONFERENCE ON CONTROL COMMUNICATION & COMPUTING INDIA (ICCC), 2015, : 617 - 621
  • [27] An Extractive Multi-Document Summarization Technique Based on Fuzzy Logic approach
    Tsoumou, Evrard Stency Larys
    Yang, Shichong
    Lai, Linjing
    Varus, Mbembo Loundou
    2016 INTERNATIONAL CONFERENCE ON NETWORK AND INFORMATION SYSTEMS FOR COMPUTERS (ICNISC), 2016, : 346 - 351
  • [28] Swarm Based Text Summarization
    Binwahlan, Mohammed Salem
    Salim, Naomie
    Suanmali, Ladda
    IACSIT-SC 2009: INTERNATIONAL ASSOCIATION OF COMPUTER SCIENCE AND INFORMATION TECHNOLOGY - SPRING CONFERENCE, 2009, : 145 - +
  • [29] On the stator current waveform optimizing based on SVPWM and fuzzy logic
    Zhou, Guang Xu
    Tang, Ren Yuan
    Lee, Dong Hee
    Ahn, Jin Woo
    2007 INTERNATIONAL CONFERENCE ON ELECTRICAL MACHINES AND SYSTEMS, VOLS 1-4, 2007, : 537 - +
  • [30] A Logic Framework for Sports Video Summarization using Text-Based Semantic Annotation
    Refaey, Mohammed A.
    Abd-Almageed, Wael
    Davis, Larry S.
    THIRD INTERNATIONAL WORKSHOP ON SEMANTIC MEDIA ADAPTATION AND PERSONALIZATION, PROCEEDINGS, 2008, : 69 - 75