Título: | XHITS: EXTENDING THE HITS ALGORITHM FOR DISTILLATION OF BROAD SEARCH TOPIC ON WWW | ||||||||||||||||||||||||||||||||||||||||
Autor: |
FRANCISCO BENJAMIM FILHO |
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Colaborador(es): |
RUY LUIZ MILIDIU - Orientador |
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Catalogação: | 20/SET/2005 | Língua(s): | PORTUGUESE - BRAZIL |
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Tipo: | TEXT | Subtipo: | THESIS | ||||||||||||||||||||||||||||||||||||||
Notas: |
[pt] Todos os dados constantes dos documentos são de inteira responsabilidade de seus autores. Os dados utilizados nas descrições dos documentos estão em conformidade com os sistemas da administração da PUC-Rio. [en] All data contained in the documents are the sole responsibility of the authors. The data used in the descriptions of the documents are in conformity with the systems of the administration of PUC-Rio. |
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Referência(s): |
[pt] https://www.maxwell.vrac.puc-rio.br/projetosEspeciais/ETDs/consultas/conteudo.php?strSecao=resultado&nrSeq=7081&idi=1 [en] https://www.maxwell.vrac.puc-rio.br/projetosEspeciais/ETDs/consultas/conteudo.php?strSecao=resultado&nrSeq=7081&idi=2 |
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DOI: | https://doi.org/10.17771/PUCRio.acad.7081 | ||||||||||||||||||||||||||||||||||||||||
Resumo: | |||||||||||||||||||||||||||||||||||||||||
The network structure of a hyperlinked environment can be
a rich source
of information about the content of this environment. Jon
Kleinberg developed a
set of algorithms, called HITS (Hyperlink Induced Topic
Search), for extracting
information from the hyperlink structures of those
environments. The aim of
these algorithms is the distillation of broad search
topics, through the discovery
of related authoritative information sources. The notion
of authority is based on
the hyperlink structure relationship between a set of
relevant authoritative pages
and the set of hubs. Thus, hubs and authorities exhibit
what could be called a
mutually reinforcing relationship: a good hub is a page
that points to many good
authorities; a good authority is a page that is pointed by
many good hubs. In this
work, we present the XHITS (Extended Hyperlink Induced
Topic Search)
algorithm, an extension of the HITS algorithm by
introducing new concepts on
the mutually reinforcing relationship. In XHITS, a good
authority is a page that is
pointed by many good hubs, some good portals and points to
good novels; a
good hub is a page that points to many good authorities,
some good novels and
is pointed by some good portals; and a good novel is a
page that is pointed by
good authorities, some good hubs and some good portals; a
good portal is a
page that points to some good authorities, some good hubs
and some good
novels. In addition, we show that XHITS converges and,
through some
experiments, the improved quality of the hyper documents
retrieved.
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