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  Peer-to-Peer Information Search: Semantic, Social, or Spiritual?

Bender, M., Crecelius, T., Kacimi, M., Michel, S., Parreira, J. X., & Weikum, G. (2007). Peer-to-Peer Information Search: Semantic, Social, or Spiritual? Bulletin of the Technical Committee on Data Engineering, 30(2), 51-60.

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Item Permalink: https://hdl.handle.net/11858/00-001M-0000-000F-204A-A Version Permalink: https://hdl.handle.net/11858/00-001M-0000-000F-204B-8
Genre: Journal Article

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 Creators:
Bender, Matthias1, Author           
Crecelius, Tom1, 2, Author           
Kacimi, Mouna3, Author
Michel, Sebastian1, Author           
Parreira, Josiane Xavier1, Author           
Weikum, Gerhard1, Author           
Affiliations:
1Databases and Information Systems, MPI for Informatics, Max Planck Society, ou_24018              
2International Max Planck Research School, MPI for Informatics, Max Planck Society, ou_1116551              
3Max Planck Society, ou_persistent13              

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 Abstract: We consider the network structure and query processing capabilities of social communities like bookmarks and photo sharing communities such as del.icio.us or flickr. A common feature of all these networks is that the content is generated by the users and that users create social links with other users. The evolving network naturally resembles a peer-to-peer system, where the peers correspond to users. We consider the problem of query routing in such a peer-to-peer setting where peers are collaborating to form a distributed search engine. We have identified three query routing paradigms: semantic routing based on query-to-content similarities, social routing based on friendship links within the community, and spiritual routing based on user-to-user similarities such as shared interests or similar behavior. We discuss how these techniques can be integrated into an existing peer-to-peer search engine and present a performance study on search-result quality using real-world data obtained from the social bookmark community del.icio.us.

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Language(s): eng - English
 Dates: 2008-03-192007
 Publication Status: Issued
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 Table of Contents: -
 Rev. Type: Peer
 Identifiers: eDoc: 356494
Other: Local-ID: C12573CC004A8E26-0F47968A7B6B6876C1257310004AD0EE-BenderCKMPW07
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Title: Bulletin of the Technical Committee on Data Engineering
Source Genre: Journal
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Pages: - Volume / Issue: 30 (2) Sequence Number: - Start / End Page: 51 - 60 Identifier: -