Automatic review identification on the web using pattern recognition

被引：2
|
作者：
van der Meer, Jeroen [1 ]
Frasincar, Flavius [1 ]
机构：
[1] Erasmus Univ, NL-3000 DR Rotterdam, Netherlands
来源：
SOFTWARE-PRACTICE & EXPERIENCE | 2013年 / 43卷 / 12期
关键词：
automatic annotation; user submitted reviews; Google Rich Snippets; RDFa; DATA EXTRACTION;
D O I：
10.1002/spe.2152
中图分类号：
TP31 [计算机软件];
学科分类号：
081202 ; 0835 ;
摘要：
In this paper we propose the Automatic Review Recognition and annOtation of Webpages method, which is capable of identifying and annotating user submitted reviews on a Web page. The method consists of six steps: data preparation, page-level pattern identification, subjectivity analysis, container structure analysis, review properties identification, and review annotation. For the evaluation, we have implemented the method and tested it on various review websites. On the basis of the performed evaluation, we conclude that our method is capable of identifying and annotating the majority of reviews. Copyright (c) 2012 John Wiley & Sons, Ltd.
引用
收藏
页码：1415 / 1436
页数：22
相关论文
共 50 条
  • [11] Identification of fluid and substrate chemistry based on automatic pattern recognition of stains
    Kim, Namwon
    Li, Zhenguo
    Hurth, Cedric
    Zenhausern, Frederic
    Chang, Shih-Fu
    Attinger, Daniel
    ANALYTICAL METHODS, 2012, 4 (01) : 50 - 57
  • [12] SURF descriptor and pattern recognition techniques in automatic identification of pathological retinas
    Veras, Rodrigo
    Silva, Romuere
    Araujo, Flavio
    Medeiros, Fatima
    2015 BRAZILIAN CONFERENCE ON INTELLIGENT SYSTEMS (BRACIS 2015), 2015, : 316 - 321
  • [13] Pattern recognition and automatic identification of early-stage atrial fibrillation
    Wu, Xiaodan
    Zheng, Yumeng
    Che, Yiming
    Cheng, Changqing
    EXPERT SYSTEMS WITH APPLICATIONS, 2020, 158
  • [14] Investigation and Application of Automatic Fingerprint Identification Based on Fuzzy Pattern Recognition
    杨阳
    康景利
    郭银景
    唐富华
    Journal of Beijing Institute of Technology, 2004, (S1) : 49 - 53
  • [15] Automatic Metrology Algorithm Identification Using Pattern Matching
    Fischer, Daniel S.
    Akid, Khaled
    Abdelhaliem, Dina
    Abed, Islam S.
    LeBritton, Joe
    Opitz, Juli
    Dragiewicz, Nick
    McGinty, Christopher
    Lavigne, Erin
    2015 26TH ANNUAL SEMI ADVANCED SEMICONDUCTOR MANUFACTURING CONFERENCE (ASMC), 2015, : 124 - 129
  • [16] Automatic gait recognition using weighted binary pattern on video
    Kusakunniran, Worapan
    Wu, Qiang
    Li, Hongdong
    Zhang, Jian
    AVSS: 2009 6TH IEEE INTERNATIONAL CONFERENCE ON ADVANCED VIDEO AND SIGNAL BASED SURVEILLANCE, 2009, : 49 - +
  • [17] Automatic detection and imaging of diffraction points using pattern recognition
    de Figueiredo, J. J. S.
    Oliveira, F.
    Esmi, E.
    Freitas, L.
    Schleicher, J.
    Novais, A.
    Sussner, P.
    Green, S.
    GEOPHYSICAL PROSPECTING, 2013, 61 : 368 - 379
  • [18] Automatic Facial Expression Recognition Using Local Binary Pattern
    Wang, Wencheng
    Chang, Faliang
    Zhao, Jianguo
    Chen, Zhenxue
    2010 8TH WORLD CONGRESS ON INTELLIGENT CONTROL AND AUTOMATION (WCICA), 2010, : 6375 - 6378
  • [19] Binder Identification Using Pattern Recognition on Phantom Measurements
    Santos, Reginaldo
    Sales, Claudomiro
    Lima, Manoel
    Rodrigues, Caio
    Araujo, Alessandra
    Gomes, Walisson Cardoso
    Fertner, Antoni
    Costa, Joao C. W. A.
    IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, 2016, 65 (03) : 522 - 534
  • [20] Rice Disease Identification using Pattern Recognition Techniques
    Phadikar, Santanu
    Sil, Jaya
    2008 11TH INTERNATIONAL CONFERENCE ON COMPUTER AND INFORMATION TECHNOLOGY: ICCIT 2008, VOLS 1 AND 2, 2008, : 852 - +
12345