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

Dietl, Reinhard (2010) A Reference Architecture for Providing Latent Semantic Analysis Applications in Distributed Systems. Diploma Thesis. Theses / Institute for Statistics and Mathematics, 1. WU Vienna University of Economics and Business, Vienna.

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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)

Item Type: Paper
Additional Information: Diploma Thesis
Keywords: Latent Semantic Analysis / Service Oriented Architecture / Framework / Distributed System / R / PHP
Divisions: Departments > Finance, Accounting and Statistics > Statistics and Mathematics
Version of the Document: Published
Variance from Published Version: Not applicable
Depositing User: Josef Leydold
Date Deposited: 01 Mar 2011 14:15
Last Modified: 04 Jul 2015 06:58
URI: http://epub.wu.ac.at/id/eprint/3016

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