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    AuthorTitleYearJournal/ProceedingsReftypeDOI/URL
    Wu, H., Zubair, M. & Maly, K. Harvesting social knowledge from folksonomies. 2006 Hypertext, pp. 111-114  inproceedings URL 
    BibTeX:
    @inproceedings{conf/ht/WuZM06,
      author = {Wu, Harris and Zubair, Mohammad and Maly, Kurt},
      title = {Harvesting social knowledge from folksonomies.},
      booktitle = {Hypertext},
      publisher = {ACM},
      year = {2006},
      pages = {111-114},
      url = {http://dblp.uni-trier.de/db/conf/ht/ht2006.html#WuZM06}
    }
    
    Langville, A.N. & Meyer, C.D. A Survey of Eigenvector Methods of Web Information Retrieval 2005 The SIAM Review
    Vol. 47(1), pp. 135-161 
    misc URL 
    Abstract: Web information retrieval is significantly more challenging than traditional well-controlled,
    all document collection information retrieval. One main difference between traditional
    formation retrieval and Web information retrieval is the Web’s hyperlink structure. This
    ructure has been exploited by several of today’s leading Web search engines, particularly
    ogle and Teoma. In this survey paper, we focus on Web information retrieval methods
    at use eigenvector computations, presenting the three popular methods of HITS,
    geRank, and SALSA.
    BibTeX:
    @misc{eigenvector2005Langville,
      author = {Langville, Amy N. and Meyer, Carl D.},
      title = {A Survey of Eigenvector Methods of Web Information Retrieval},
      journal = {The SIAM Review},
      year = {2005},
      volume = {47},
      number = {1},
      pages = {135-161},
      url = {http://www.cofc.edu/~langvillea/surveyEVwebIRReprint.pdf}
    }
    
    Almeida, R.B. & Almeida, V.A.F. A community-aware search engine 2004 Proceedings of the 13th international conference on World Wide Web, pp. 413-421  inproceedings URL 
    Abstract:
    rrent search technologies work in a "one size fits all" fashion. Therefore, the answer to a query is independent of specific user information need. In this paper we describe a novel ranking technique for personalized search servicesthat combines content-based and community-based evidences. The community-based information is used in order to provide context for queries andis influenced by the current interaction of the user with the service. Ouralgorithm is evaluated using data derived from an actual service available on the Web an online bookstore. We show that the quality of content-based ranking strategies can be improved by the use of communityinformation as another evidential source of relevance. In our experiments the improvements reach up to 48% in terms of average precision.
    BibTeX:
    @inproceedings{988728,
      author = {Almeida, Rodrigo B. and Almeida, Virgilio A. F.},
      title = {A community-aware search engine},
      booktitle = {Proceedings of the 13th international conference on World Wide Web},
      publisher = {ACM Press},
      year = {2004},
      pages = {413--421},
      url = {http://doi.acm.org/10.1145/988672.988728}
    }
    
    Almeida, R. & Almeida, V. Design and evaluation of a user-based community discovery technique 2003 Proceedings of the 4th International Conference on Internet Computing, pp. 17-23  misc URL 
    BibTeX:
    @misc{almeida03design,
      author = {Almeida, R.B. and Almeida, V.A.F.},
      title = {Design and evaluation of a user-based community discovery technique},
      booktitle = {Proceedings of the 4th International Conference on Internet Computing},
      year = {2003},
      pages = {17--23},
      url = {citeseer.ist.psu.edu/almeida03design.html}
    }
    
    Borodin, A., Roberts, G.O., Rosenthal, J.S. & Tsaparas, P. Finding authorities and hubs from link structures on the World Wide Web 2001 Proceedings of the 10th international conference on World Wide Web, pp. 415-429  inproceedings URL 
    BibTeX:
    @inproceedings{conf/www/BorodinRRT01,
      author = {Borodin, Allan and Roberts, Gareth O. and Rosenthal, Jeffrey S. and Tsaparas, Panayiotis},
      title = {Finding authorities and hubs from link structures on the World Wide Web},
      booktitle = {Proceedings of the 10th international conference on World Wide Web},
      publisher = {ACM Press},
      year = {2001},
      pages = {415--429},
      url = {http://doi.acm.org/10.1145/371920.372096}
    }
    
    Kleinberg, J.M. Authoritative sources in a hyperlinked environment 1999 J. ACM
    Vol. 46, pp. 604-632 
    article DOI URL 
    Abstract: <par>The network structure of a hyperlinked environment can be a rich source of information about the content of the environment, provided we have effective means for understanding it. We develop a set of algorithmic tools for extracting information from the link structures of such environments, and report on experiments that demonstrate their effectiveness in a variety of context on the World Wide Web. The central issue we address within our framework is the distillation of broad search topics, through the discovery of &ldquo;authorative&rdquo; information sources on such topics. We propose and test an algorithmic formulation of the notion of authority, based on the relationship between a set of relevant authoritative pages and the set of &ldquo;hub pages&rdquo; that join them together in the link structure. Our formulation has connections to the eigenvectors of certain matrices associated with the link graph; these connections in turn motivate additional heuristrics for link-based analysis.</par>
    BibTeX:
    @article{kleinberg1999authoritative,
      author = {Kleinberg, Jon M.},
      title = {Authoritative sources in a hyperlinked environment},
      journal = {J. ACM},
      publisher = {ACM},
      year = {1999},
      volume = {46},
      pages = {604--632},
      url = {http://doi.acm.org/10.1145/324133.324140},
      doi = {http://dx.doi.org/10.1145/324133.324140}
    }
    
    Kleinberg, J.M. Authoritative sources in a hyperlinked environment 1999 Journal of the ACM
    Vol. 46(5), pp. 604-632 
    article URL 
    Abstract: . The network structure of a hyperlinked environment can be a rich source of information about the content of the environment, provided we have effective means for understanding it. We develop a set of algorithmic tools for extracting information from the link structures of such environments, and report on experiments that demonstrate their effectiveness in a variety of contexts on the World Wide Web. The central issue we address within our framework is the distillation of broad search topics,...
    BibTeX:
    @article{kleinberg1999hits,
      author = {Kleinberg, Jon M.},
      title = {Authoritative sources in a hyperlinked environment},
      journal = {Journal of the ACM},
      year = {1999},
      volume = {46},
      number = {5},
      pages = {604--632},
      url = {http://citeseer.ist.psu.edu/kleinberg99authoritative.html}
    }
    

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