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Okolje za razvoj interaktivnih spletnih aplikacij za podatkovno analitiko
JERAN, LUKA (Author), Zupan, Blaž (Mentor) More about this mentor... This link opens in a new window

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Abstract
V diplomski nalogi opišemo zasnovo in implementacijo okolja za gradnjo interaktivnih aplikacij za podatkovno analitiko. Okolje olajša razvijanje uporabniških vmesnikov, ki se izvajajo v brskalniku odjemalca, za obdelovanje podatkov pa uporabljajo strežniški del programskega sistema GenCloud. Razvoj vmesnika tako vključuje odzivanje na uporabniške akcije, zaganjanje obdelave podatkov na sistemu za podatkovno analitiko in asinhrono prikazovanje končnih rezultatov. V ta namen razvito okolje dodaja storitve in komponente, ki skrijejo podrobnosti komunikacije, poenostavijo prikazovanje podatkov in razširijo vizualizacijsko knjižnico Flot. S preprostim primerom prikažemo, kako razširiti programski sistem in uporabimo dele našega okolja za razvoj preproste aplikacije. Opišemo še kompleksno aplikacijo, ki uporablja rezultate te diplome. Aplikacija omogoča raziskovanje izraženosti genov v socialni amebi Dictyostelium.

Language:Slovenian
Keywords:interaktivne vizualizacije, spletna aplikacija, podatkovna analitika
Work type:Bachelor thesis/paper (mb11)
Organization:FRI - Faculty of computer and information science
Year:2017
Views:403
Downloads:226
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Secondary language

Language:English
Abstract:
The thesis describes the design and implementation of a framework for the development of interactive web applications for data analytics. The framework simplifies the development of user interfaces that run in a browser, but depend on the GenCloud platform to process the data. To develop such interfaces, the components need to respond to user interactions, run the analysis on the server, and asynchronously display the results of the analysis. Because of this, the framework contains functions and components that hide the communication details, support displaying the data and extend Flot, a visualization library. We show how to extend the platform and use parts of the framework in a simple example. In the end we describe a complex application that uses the results of this thesis. The exploratory application provides access to gene expression experiments in Dictyostelium amoeba.

Keywords:interactive visualizations, web application, data analytics

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