Document classification using n-gram and word semantic similarity

被引：0
|
作者：
Ren, Mei-Ying [1 ]
Kang, Sinjae [2 ]
机构：
[1] Dept. of Computer and Information Engineering, Daegu University, Korea, Republic of
[2] School of Computer and Information Technology, Daegu University, Korea, Republic of
来源：
International Journal of Future Generation Communication and Networking | 2015年 / 8卷 / 08期
关键词：
Document Classification - Language independents - Lexical semantic networks - N-grams - Semantic similarity - Text classification - Wordnet;
D O I：
10.14257/ijunesst.2015.8.8.12
中图分类号：
学科分类号：
摘要：
引用
收藏
页码：111 / 118
相关论文
共 50 条
  • [41] NOVEL TOPIC N-GRAM COUNT LM INCORPORATING DOCUMENT-BASED TOPIC DISTRIBUTIONS AND N-GRAM COUNTS
    Haidar, Md. Akmal
    O'Shaughnessy, Douglas
    2014 PROCEEDINGS OF THE 22ND EUROPEAN SIGNAL PROCESSING CONFERENCE (EUSIPCO), 2014, : 2310 - 2314
  • [42] Classification of Melodic Structures Using Fuzzified n-Gram Matching Scores
    Kaur, Chandanpreet
    Kumar, Ravi
    2016 IEEE INTERNATIONAL CONFERENCE ON FUZZY SYSTEMS (FUZZ-IEEE), 2016, : 685 - 690
  • [43] Web Page Classification using n-gram based URL Features
    Rajalakshmi, R.
    Aravindan, Chandrabose
    2013 FIFTH INTERNATIONAL CONFERENCE ON ADVANCED COMPUTING (ICOAC), 2013, : 15 - 21
  • [44] Word Semantic Similarity based on document's title
    Hamani, Mohamed Said
    Maamri, Ramdane
    2013 24TH INTERNATIONAL WORKSHOP ON DATABASE AND EXPERT SYSTEMS APPLICATIONS (DEXA 2013), 2013, : 43 - 47
  • [45] Protein Classification using Modified N-gram and Skip-gram Models Extended Abstract
    Islam, S. M. Ashiqul
    Kearney, Christopher Michel
    Choudhury, Ankan
    Baker, Erich J.
    ACM-BCB' 2017: PROCEEDINGS OF THE 8TH ACM INTERNATIONAL CONFERENCE ON BIOINFORMATICS, COMPUTATIONAL BIOLOGY,AND HEALTH INFORMATICS, 2017, : 586 - 586
  • [46] Bangla Word Clustering Based on N-gram Language Model
    Ismail, Sabir
    Rahman, M. Shahidur
    2014 1ST INTERNATIONAL CONFERENCE ON ELECTRICAL ENGINEERING AND INFORMATION & COMMUNICATION TECHNOLOGY (ICEEICT 2014), 2014,
  • [47] DDoS Detection on Network Protocol Using Cosine Similarity and N-Gram plus Method
    Maslan, Andi
    Mohammad, Kamaruddin Malik
    Arnomo, Sasa Ani
    PROCEEDINGS OF 2018 3RD INTERNATIONAL CONFERENCE ON SUSTAINABLE INFORMATION ENGINEERING AND TECHNOLOGY (SIET 2018), 2018, : 234 - 239
  • [48] An investigation of byte n-gram features for malware classification
    Raff, Edward
    Zak, Richard
    Cox, Russell
    Sylvester, Jared
    Yacci, Paul
    Ward, Rebecca
    Tracy, Anna
    McLean, Mark
    Nicholas, Charles
    JOURNAL OF COMPUTER VIROLOGY AND HACKING TECHNIQUES, 2018, 14 (01): : 1 - 20
  • [49] Proposal of n-gram Based Algorithm for Malware Classification
    Pektas, Abdurrahman
    Eris, Mehmet
    Acarman, Tankut
    PROCEEDINGS OF THE FIFTH INTERNATIONAL CONFERENCE ON EMERGING SECURITY INFORMATION, SYSTEMS AND TECHNOLOGIES (SECURWARE 2011), 2011, : 14 - 18
  • [50] An Effective and Efficient Utterance Verification Technology Using Word N-gram Filler Models
    Yu, Dong
    Ju, Yun Cheng
    Acero, Alex
    INTERSPEECH 2006 AND 9TH INTERNATIONAL CONFERENCE ON SPOKEN LANGUAGE PROCESSING, VOLS 1-5, 2006, : 2318 - 2321
12345