• DocumentCode
    3423868
  • Title

    The implement of searching engine for educational resources using text clustering

  • Author

    Huang, Tao ; Cui, Hongyang

  • Author_Institution
    Eng. & Res. Center For Inf. Technol. On Educ., Central China Normal Univ., Wuhan, China
  • fYear
    2009
  • fDate
    17-19 Aug. 2009
  • Firstpage
    260
  • Lastpage
    263
  • Abstract
    The rich educational resources form network is a great role of promoting for the development of education, but educational retrieval is ineffective at present. Search engine is an available tool but the precision of retrieval is still the crucial problem. Text clustering is an automatic technology to summarize and classified text information. Using the text clustering technology in the field of educational search engine will improve the accuracy of retrieval. Presently clustering in search engine has some preliminary study at home and abroad. There are some clustering engine trial systems can be used on line, but those systems are usually only support for English and not special for professional fields. This paper discusses the concept as well as the lifecycle of the text clustering, then use the search engine tool--Lucene index the Chinese educational resources, supplied to the Carrot2 tools to build a text-based search results clustering engine, compares the clustering engine with the search engine and analysis the experiments data. As the result achieve cluster retrieval of educational resources.
  • Keywords
    educational technology; information retrieval; pattern clustering; search engines; text analysis; Carrot2 tool; Lucene index; cluster retrieval; clustering engine trial system; educational resources; educational retrieval; educational search engine; text clustering; text information summarization; Clustering algorithms; Data analysis; Educational technology; Information retrieval; Information technology; Internet; Machine learning; Metasearch; Oceans; Search engines;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Granular Computing, 2009, GRC '09. IEEE International Conference on
  • Conference_Location
    Nanchang
  • Print_ISBN
    978-1-4244-4830-2
  • Type

    conf

  • DOI
    10.1109/GRC.2009.5255116
  • Filename
    5255116