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National Repository of Grey Literature

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Modul pro rozesílání zpráv uživatelům webové aplikace Mojilidi.cz Valovič, Roman This thesis deals with development of individual part of web application Moji lidi, which takes care of automated sending e-mail messages based on users's activities. Reader gets familiar with all phases of software development - from initial analysis, to final implementation. The content of thesis is focused on various domains such as creating a HTML documents, data selection and data processing with use of Perl programming language. Main focus is aimed at specificity of sending a and presentation of HTML documents by e-mail clients and services. Detailed record

Analýza textových používateľských hodnotení vybranej skupiny produktov Valovič, Roman This work focuses on the design of a system that identifies frequently discussed product features in product reviews, summarizes them, and displays them to the user in terms of sentiment. The work deals with the issue of natural language processing, with a specific focus on Czech languague. The reader will be introduced the methods of preprocessing the text and their impact on the quality of the analysis results. The identification of the mainly discussed products features is carried out by cluster analysis using the K-Means algorithm, where we assume that sufficiently internally homogeneous clusters will represent the individual features of the products. A new area that will be explored in this work is the representation of documents using the Word embeddings technique, and its potential of using vector space as input for machine learning algorithms. Detailed record

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