Ontology based combined approach for Sentiment Classification

被引:0
|
作者
Shein, Khin Phyu Phyu [1 ]
机构
[1] Natl Inst Stand & Technol, Boulder, CO 80305 USA
关键词
ontology using formal concept analysis design; opinion mining; part of speech tagging; sentiment analysis; support vector machine;
D O I
暂无
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Text documents contain opinions or sentiments about the objects, such as movie reviews, book reviews, and product reviews etc. Sentiment analysis is the mining the sentiment or opinion words and identification and analysis of the opinion and arguments in the text. In this paper, we proposed an ontology based combination approach to enhance the exits approaches of sentiment classifications and use supervised learning techniques for classifications.
引用
收藏
页码:112 / +
页数:2
相关论文
共 50 条
  • [21] An Ontology Mapping Approach Based on Classification with word and context similarity
    Yin, Chao
    Gu, Jianhua
    Hou, Zhengxiong
    PROCEEDINGS OF 2016 12TH INTERNATIONAL CONFERENCE ON SEMANTICS, KNOWLEDGE AND GRIDS (SKG), 2016, : 69 - 75
  • [22] An Ontology-Based Approach for an Efficient Selection and Classification of Soils
    Munoz, Andres
    Soriano-Disla, Jose M.
    Janik, Leslie J.
    INTELLIGENT ENVIRONMENTS 2017, 2017, 22 : 69 - 78
  • [23] Instance-based Enrichment of Sentiment Ontology
    Thuy Le Thi
    Tuoi Phan Thi
    Tho Quan Thanh
    2019 IEEE - RIVF INTERNATIONAL CONFERENCE ON COMPUTING AND COMMUNICATION TECHNOLOGIES (RIVF), 2019, : 278 - 283
  • [24] A model for sentiment analysis based on ontology and cases
    Ceci, F.
    Weber, R.
    Goncalves, A. L.
    IEEE LATIN AMERICA TRANSACTIONS, 2016, 14 (11) : 4560 - 4566
  • [25] Semantic Orientation Approach For Sentiment Classification
    Veeraselvi, S. J.
    Saranya, C.
    2014 INTERNATIONAL CONFERENCE ON GREEN COMPUTING COMMUNICATION AND ELECTRICAL ENGINEERING (ICGCCEE), 2014,
  • [26] Lexicon A Linguistic Approach for Sentiment Classification
    Sharma, Ankita
    Ghose, Udayan
    2021 11TH INTERNATIONAL CONFERENCE ON CLOUD COMPUTING, DATA SCIENCE & ENGINEERING (CONFLUENCE 2021), 2021, : 887 - 893
  • [27] Arabic Sentiment Classification: A Hybrid Approach
    Biltawi, Mariam
    Al-Naymat, Ghazi
    Tedmori, Sara
    2017 INTERNATIONAL CONFERENCE ON NEW TRENDS IN COMPUTING SCIENCES (ICTCS), 2017, : 104 - 108
  • [28] A probabilistic approach to Tweets' Sentiment Classification
    Colace, Francesco
    De Santo, Massimo
    Greco, Luca
    2013 HUMAINE ASSOCIATION CONFERENCE ON AFFECTIVE COMPUTING AND INTELLIGENT INTERACTION (ACII), 2013, : 37 - 42
  • [29] ComR: a combined OWL reasoner for ontology classification
    Wang, Changlong
    Feng, Zhiyong
    Zhang, Xiaowang
    Wang, Xin
    Rao, Guozheng
    Fu, Daoxun
    FRONTIERS OF COMPUTER SCIENCE, 2019, 13 (01) : 139 - 156
  • [30] ComR: a combined OWL reasoner for ontology classification
    Changlong Wang
    Zhiyong Feng
    Xiaowang Zhang
    Xin Wang
    Guozheng Rao
    Daoxun Fu
    Frontiers of Computer Science, 2019, 13 : 139 - 156