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Model of internet shop for multimedia
Sedlář, Vítězslav ; Horejsek, Rostislav (referee) ; Dvořák, Jiří (advisor)
This master’s thesis is concerned with the creation of a proposal of internet bookshop. It consists of theoretical findings of internet shopping, analysis of present situation as well as trends in the book area. The goal of my diploma thesis is to project a model of internet shop including necessary changes in company's structure and finally the economical summary of the project.
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Authorship Identification
Fabiánek, Ondřej ; Škoda, Petr (referee) ; Smrž, Pavel (advisor)
This bachelor's thesis deals with authorship identification based on knowledge of author's previous texts. The aim is to analyze existing methods of authorship attribution and create a system, which is capable of highly successful authorship identification. The system is based on a multivariate analysis and specializes at English books. Part of the solution is also a graphic user interface.
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Digital Books Database
Janda, Jiří ; Očenášek, Pavel (referee) ; Květoňová, Šárka (advisor)
The aim of this work is to describe design, implementation and maintenance of an electronic book database. The presented work describes reasons for development of such system, technologies used to develop the application and function and user interface of system components. Following sections are focused on deployment, problems related to maintenance in production environment and experience gained from functioning of this application.
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Deep Book Recommendation
Gráca, Martin ; Beran, Vítězslav (referee) ; Hradiš, Michal (advisor)
This thesis deals with the field of Recommendation systems using Deep Neural Networks and their use in book recommendation. There are the main traditional recommender systems analysed and their representations are summarized, as well as systems with more advancec techniques based on machine learning.. The core of the thesis is the use of convolutional neural networks for natural language processing and the creation of a book recommendation system. Suggested system make recommendation based on user data, including user reviews and book data, including full texts.
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System for Bibliography Database Management on the Internet
Daněk, Jiří ; Janovič, Filip (referee) ; Rajmic, Pavel (advisor)
The aim of this master´s thesis was to create a web interface for working with bibliographic quotations. This whole project was created to easy writing bibliographic quotations in author´s piece. The system allows inserting, searching and managing bibliographic quotations. These quotations can also be exported into four types of files : RTF, XML, HTML, a database bib file. The czech norms CSN ISO 690-1 and also CSN ISO 690-2 are fully supported. Whole the system is based on language like PHP which is used for developing dynamic web pages. The system contains graphical user interface, which is simple to use. The web interface is fully functional and it is ready for using by autors of scientific publications or students in schools.
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Deep Book Recommendation
Gráca, Martin ; Kolář, Martin (referee) ; Hradiš, Michal (advisor)
This thesis deals with the field of recommendation systems using deep neural networks and their use in book recommendation. There are the main traditional recommender systems analysed and their representations are summarized, as well as systems with more advanced techniques based on machine learning. The core of the thesis is to use convolutional neural networks for natural language processing and create a hybrid book recommendation system. Suggested system includes matrix factorization and make recommendation based on user ratings and book metadata, including texts descriptions. I designed two models, one with bag-of-words technique and one with convolutional neural network. Both of them defeat baseline methods. On the created data set, that was created from the Goodreads, model with CNN beats model with BOW.
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Overview of information resources on biomass combustion
Komárek, Martin ; Bělohradský, Petr (referee) ; Hájek, Jiří (advisor)
The Bachalor's work is concerned to the mapping of the information resources in the area of biomass combustion. The main aim and theme on wich is the work mainly focused on, is to introduce basic, as well as related information sources, which from is possible obtain useful and valuable datas for any further manipultion together with research of biomass combustion and scene field of energetics, as the integral part. Significant attention in each chapter si aslo put on the gathering practice - oriented and applied informations.
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