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A Distributed Software Architecture for Performing Text Analysis on Web content
(Nazarbayev University School of Science and Technology, 2017-05) Aldabergenov, Aibek
With the high availability of data on the World Wide Web, researchers are actively using Web content for performing various text analysis operations. The large amount of data introduces challenges in data acquisition, storage and processing for researchers who want to use data from different sources on the Internet. In an environment where several people might want to share their data and code, the problem is further complicated by researchers' use of different software applications for performing data collection, storage and analysis tasks. The goal of this thesis is to study the components that make up different parts of web mining systems, and present a scalable software architecture for large-scale Web content analytics tasks performed in a multi-user setting. Additionally, an implementation of the proposed software architecture using modern open source software frameworks and tools is presented in this work.