20.500.12556/DKUM-76521 Orodje za prostorsko-časovno analizo stanj poslovnih subjektov v Sloveniji magistrsko delo A tool for spatiotemporal analysis of business subjects in Slovenia V magistrskem delu opišemo postopek izdelave orodja za prostorsko-časovno analitiko. V ta namen najprej predstavimo osnovne gradnike tehnološkega sklada, ki ga sestavljajo strežnik GeoServer, knjižnice JavaScript Chart.js, OpenLayers ter Bootstrap, ogrodje Spring in podatkovna baza PostgreSQL. S teoretičnega vidika opišemo implementirana analitična orodja, kot so Pearsonova, Spearmanova ter Kendallova korelacija, metoda drsečih povprečij, s katero smo računali trend, ter orodja za vizualno analitiko z grafi. Validacijo orodja smo izvedli nad testno množico podatkov o poslovnih subjektih v Sloveniji in z njo pokazali stabilnost in pravilnost delovanja orodja. In this thesis we describe the process of developing the tool for spatiotemporal data analysis. We first introduce the technology stack used during this process. This includes GeoServer, JavaScript libraries Chart.js, OpenLayers and Bootstrap, Spring framework and PostgreSQL database. From theoretical point of view, we describe the implemented analytical tools, such as Pearson's, Spearman's and Kendall's correlation, the moving average by which we calculated the trend, and visual analytics tools based on graphs. Validation of the tool was carried out over a test set of data of business entities in Slovenia, which showed the tool's stability and correctness. časovno-prostorska analitika geografski informacijski sistemi prostorska korelacija vizualna analitika spatiotemporal analytics geographic information systems spatial correlation visual analytics true true false [J. Tovornik] Slovenski jezik Angleški jezik Magistrsko delo/naloga 2020-06-04 21:16:04 2020-07-03 14:58:01 2022-08-09 13:38:57 2020-09-05 03:11:33 2020 0 Maribor 0 Maribor IX, 41 f. 0000-00-00 NiDoloceno NiDoloceno NiDoloceno 0000-00-00 0000-00-00 0000-00-00 004.2:519.256(043.2) 27122947 URN:SI:UM:DK:Z99FQ1UM MAG_Tovornik_Jan_2020.pdf MAG_Tovornik_Jan_2020.pdf 1 4B31199D3D155957B467557288DD5417 14781d46851ec67a0b925c8c722871eba1de0310407f33745e0217aaaf4627f3 5f061f13-7c11-11eb-bb7a-00155d0001ca 20.500.12556/dkum/2886bfd5-2c22-4d76-bc19-a166fcdd1242 https://dk.um.si/Dokument.php?lang=slv&id=143177 Fakulteta za elektrotehniko, računalništvo in informatiko 0 0 0