03292ntm a22005417i 4500 000150864 CZ-PrVSE 20220619212945.0 m d cr n|||||||||| 220619s2022 xr fsbm 000 0 eng d NEZPRACOVANÝ IMPORT ABA006 cze ABA006 ABA006 rda Hrudková, Kateřina ISIS:146044 dis High-utility action rules mining eng High-utility action rules mining / Kateřina Hrudková 2022 ?? stran : digital, PDF soubor Vedoucí práce: Lukáš Sýkora Bakalářská práce (Bc.)—Vysoká škola ekonomická v Praze. Fakulta informatiky a statistiky, 2022 Obsahuje bibliografii Textový (vysokoškolská kvalifikační práce) Rok obhajoby 2022 High utility action rules mining is a data mining task, that aims to generate such rules, that would provide the user with the information of which actions might be the most profitable. To the author’s best knowledge, no open-source solution for high utility action rules mining has not been proposed to date. The aim of this paper is to present reader with brief background of the key topics (frequent itemset mining, action rules mining, high utility itemset mining) related to the high utility action rules mining and ActionRules package and to implement a practical solution in Python, to the existing ActionRules package framework, that would enable high utility action rules mining. The chapters on frequent itemset mining, action rules mining, high utility itemset mining and part of the last chapter on high action rules mining were processed by the method of narrative literature search. Through the method of analysis, the workflow of ActionRules package was observed and on the insights of the analysis the aimed high utility action rules mining solution has been implemented to the existing ActionRules framework. Způsob přístupu: Internet aplikovaná informatika [obor bakal. práce] bakalářské práce fd132403 czenas bachelor's theses eczenas high utility action rules mining action rules high utility itemset mining Python Sýkora, Lukáš ISIS:36976 ths Beranová, Lucie ISIS:118793 opn Vysoká škola ekonomická v Praze. Fakulta informatiky a statistiky kn20010709399 dgg https://insis.vse.cz/zp/76216/podrobnosti VŠKP v InSIS https://insis.vse.cz/zp/76216 Hlavní práce https://insis.vse.cz/zp/76216/posudek/vedouci Hodnocení vedoucího https://insis.vse.cz/zp/76216/posudek/oponent/74459 Oponentura https://insis.vse.cz/zp/76216/priloha/23995 Přiloha k práci https://insis.vse.cz/zp/76216/priloha/23996 Přiloha k práci https://insis.vse.cz/zp/76216/priloha/23997 Přiloha k práci https://insis.vse.cz/zp/76216/podrobnosti dc:identifier NEPOSILAT VSKP vse76216 220617 76216