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Analysis of Product Reviews
Klocok, Andrej ; Doležal, Jan (referee) ; Smrž, Pavel (advisor)
Online store customers generate vast amounts of product and service information through reviews, which are an important source of feedback. This thesis deals with the creation of a system for the analysis of product and shop reviews in the czech language. It describes the current methods of sentiment analysis and builds on current solutions. The resulting system implements automatic data download and their indexing, subsequently sentiment analysis together with text summary in the form of clustering of similar sentences based on vector representation of the text. A graphical user interface in the form of a web page is also included. A review data set with a total of more than six million reviews was created during the semester along with an interface for easy data export.
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Design and implementation of a modern web presentation
Dvořáček, Michal ; Fujdiak, Radek (referee) ; Sláčik, Ján (advisor)
Bachelor thesis deals with the design and realization of modern web presentations for the BUT scientific group. The proposal deals with the analysis of available web presentations focusing on the solution of their advertising and the used technical means. On the basis of the acquired information, the work defines the parameters for the created web presentation. A thesis describes the technical implementation of the proposed parameters within the Nette framework. A thesis defines the implementation of two algorithms for automatic acquisition of external data.
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System for Acquisition and Analysis of Real Estate Data from WWW
Karpíšek, Miroslav ; Hynek, Jiří (referee) ; Burget, Radek (advisor)
This project is focused on designing a system for automatic extraction of real estate data from real estate servers. In the theoretical part, this work is first placed in the context of data engineering. Subsequently, the used technologies and system components that were used in the project are described, same as their importance within the framework of the created platform intended for real estate investors for the purpose of renting them. The work also includes an evaluation of the basic methods used to predict the rent amount, which is used to calculate the return of investment.
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Analysis of Product Reviews
Klocok, Andrej ; Doležal, Jan (referee) ; Smrž, Pavel (advisor)
Online store customers generate vast amounts of product and service information through reviews, which are an important source of feedback. This thesis deals with the creation of a system for the analysis of product and shop reviews in the czech language. It describes the current methods of sentiment analysis and builds on current solutions. The resulting system implements automatic data download and their indexing, subsequently sentiment analysis together with text summary in the form of clustering of similar sentences based on vector representation of the text. A graphical user interface in the form of a web page is also included. A review data set with a total of more than six million reviews was created during the semester along with an interface for easy data export.
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Design and implementation of a modern web presentation
Dvořáček, Michal ; Fujdiak, Radek (referee) ; Sláčik, Ján (advisor)
Bachelor thesis deals with the design and realization of modern web presentations for the BUT scientific group. The proposal deals with the analysis of available web presentations focusing on the solution of their advertising and the used technical means. On the basis of the acquired information, the work defines the parameters for the created web presentation. A thesis describes the technical implementation of the proposed parameters within the Nette framework. A thesis defines the implementation of two algorithms for automatic acquisition of external data.
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