• DocumentCode
    3130208
  • Title

    An Information Extraction Method from Different Structural Web Sites by Word Distances between a User Instantiated Label and Similar Entity

  • Author

    Nakajima, Daisuke ; Mitsui, Yuki ; Samejima, Masaki ; Akiyoshi, Masanori

  • Author_Institution
    Grad. Sch. of Inf. Sci. & Technol., Osaka Univ., Suita, Japan
  • fYear
    2011
  • fDate
    11-11 Dec. 2011
  • Firstpage
    1177
  • Lastpage
    1182
  • Abstract
    This paper addresses an information extraction from different structural web sites by using a user instantiated example. A user instantiated example consists of labels as criteria for decision making on purchasing a target product or service and instances related to the labels. When information extraction method outputs the information in table form, labels are used as column heading of table and instances are used as instances filled in the table. Because there are various labels and information that does not correspond to the target on the web site, it is difficult to extract the target information related to the target. Information of the target tends to be written in a similar string to the instances that is called "similar entity". And target information is written close to the labels. So, the proposed method extracts information using the number of words among a user instantiated label and similar entities. Additionally, in order to extract a piece of information described across the web sites, the proposed method extracts information from linked web sites that are similar to the web site used for a user instantiated example. Experimental results show that the proposed method can extract information at recall rate of 65% and precision rate of 91%.
  • Keywords
    Web sites; information retrieval; decision making; information extraction method; structural Web sites; target information; user instantiated example; word distances; Adaptive optics; Data mining; Digital cameras; Monitoring; Optical sensors; Pattern matching; Web sites; Different Structure; Information Extraction; Link Selection; User Instantiated Label; Web Sites; Word Distances;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Data Mining Workshops (ICDMW), 2011 IEEE 11th International Conference on
  • Conference_Location
    Vancouver, BC
  • Print_ISBN
    978-1-4673-0005-6
  • Type

    conf

  • DOI
    10.1109/ICDMW.2011.29
  • Filename
    6137514