DocumentCode
177372
Title
Towards a Framework for Supporting Web Search of Complex Objects via Multidimensional Paradigms
Author
Cuzzocrea, Alfredo ; Guandong Xu
Author_Institution
ICAR, Univ. of Calabria, Cosenza, Italy
fYear
2014
fDate
June 30 2014-July 3 2014
Firstpage
217
Lastpage
220
Abstract
In this paper we present WebClustCube, an innovative framework for supporting Web search of complex objects via multidimensional paradigms. WebClustCube focuses on the issue of empowering traditional Web search methodologies by means of novel paradigms. In particular, WebClustCube supports the building and the interactive manipulation of OLAP-enabled Web views over complex objects extracted from distributed databases. The data management, OLAP-like support of WebClustCube is provided by ClustCube, a state-of-the-art framework for coupling OLAP methodologies and clustering algorithms with the goal of analyzing and mining of complex database objects. We complement of analytical contribution by means of a case study that clearly shows the potentialities of WebClustCube in the context of next-generation Web search environments.
Keywords
Internet; data mining; distributed databases; information retrieval; CLAP methodologies; OLAP-enabled Web views; Web search methodologies; WebClustCube; clustering algorithms; complex database object analysis; complex database object mining; data management; distributed databases; interactive manipulation; multidimensional paradigms; Computer architecture; Data mining; Distributed databases; Google; Lattices; Web search;
fLanguage
English
Publisher
ieee
Conference_Titel
Computational Science and Its Applications (ICCSA), 2014 14th International Conference on
Conference_Location
Guimaraes
Type
conf
DOI
10.1109/ICCSA.2014.49
Filename
6976691
Link To Document