• DocumentCode
    2306706
  • Title

    Developing an extensible framework for content based searching in super peer p2p network

  • Author

    Islam, Md Nurul ; Islam, M.A. ; Shadaque, I.J. ; Khan, Mahrukh

  • Author_Institution
    CSE Dept., Khulna Univ. of Eng.&Technol., Khulna
  • fYear
    2007
  • fDate
    27-29 Dec. 2007
  • Firstpage
    1
  • Lastpage
    5
  • Abstract
    Searching is an important factor in p2p network for content retrieval. Most of the searches in p2p system are title-based with their limited functionality. Without knowing the unique filename we canpsilat retrieve the content of the file in title based search. Here super peer p2p network is designed that supports content-based search for relevant documents. At the beginning, a general and extensible framework is proposed which is based on hierarchical summary structure for searching similar documents in p2p network. The summary structure is formed by Vector Space Model (VSM), Latent Semantic Indexing (LSI) and Singular Value Decomposition (SVD) techniques. Than an effective document searching is developed by summarizing and maintaining all documents within the network with different factors. Finally at the end, the experimental result is verified on a real p2p prototype and large scale network. The results show the effectiveness, efficiency and scalability of the proposed system.
  • Keywords
    content-based retrieval; peer-to-peer computing; content based document searching; content retrieval; latent semantic indexing; singular value decomposition; super peer p2p network; title-based search; vector space model; Broadcasting; Computer networks; Content based retrieval; Design engineering; Electronic mail; Indexing; Large scale integration; Peer to peer computing; Prototypes; Singular value decomposition; Content search; Hierarchical summary; Indexing; Peer-to-peer; Title-based search;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Computer and information technology, 2007. iccit 2007. 10th international conference on
  • Conference_Location
    Dhaka
  • Print_ISBN
    978-1-4244-1550-2
  • Electronic_ISBN
    978-1-4244-1551-9
  • Type

    conf

  • DOI
    10.1109/ICCITECHN.2007.4579381
  • Filename
    4579381