A Reference Architecture for Providing Latent Semantic Analysis Applications in Distributed Systems. Diploma Thesis

Reinhard Dietl

Publication: Working/Discussion PaperWU Working Paper

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Abstract

With the increasing availability of storage and computing power, Latent Semantic Analysis (LSA) has gained more and more significance in practice over the last decade. This diploma thesis aims to develop a reference architecture which can be utilised to provide LSA based applications in a distributed system. It outlines the underlying problems of generation, processing and storage of large data objects resulting from LSA operations, the problems arising from bringing LSA into a distributed context, suggests an architecture for the software components necessary to perform the tasks, and evaluates the applicability to real world scenarios, including the implementation of a classroom scenario as a proof-of-concept. (author's abstract)
Original languageEnglish
Place of PublicationVienna
PublisherWU Vienna University of Economics and Business
Publication statusPublished - 1 Dec 2010

Publication series

NameTheses / Institute for Statistics and Mathematics
No.1

WU Working Paper Series

  • Theses / Institute for Statistics and Mathematics

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