EM-OLAP Framework - Econometric Model Transformation Method for OLAP Design in Intelligence Systems
Identifikátory výsledku
Kód výsledku v IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F60460709%3A41110%2F18%3A76398" target="_blank" >RIV/60460709:41110/18:76398 - isvavai.cz</a>
Výsledek na webu
<a href="https://link.springer.com/article/10.1007%2Fs12599-018-0533-5" target="_blank" >https://link.springer.com/article/10.1007%2Fs12599-018-0533-5</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.1007/s12599-018-0533-5" target="_blank" >10.1007/s12599-018-0533-5</a>
Alternativní jazyky
Jazyk výsledku
čeština
Název v původním jazyce
EM-OLAP Framework - Econometric Model Transformation Method for OLAP Design in Intelligence Systems
Popis výsledku v původním jazyce
Econometrics is currently one of the most popular approaches to economic analysis. To better support advances in these areas as much as possible, it is necessary to apply econometric problems to econometric intelligent systems. The article describes an econometric OLAP framework that supports the design of a multidimensional database to secure econometric analyses to increase the effectiveness of the development of econometric intelligent systems. The first part of the article consists of the creation of formal rules for the new transformation of the econometric model (TEM) method for the econometric model transformation of multidimensional schema through the use of mathematical notation. In the proposed TEM method, the authors pay attention to the measurement of quality and understandability of the multidimensional schema, and compare the proposed method with the original TEM-CM method. In the second part of the article, the authors create a multidimensional database prototype according to the new T
Název v anglickém jazyce
EM-OLAP Framework - Econometric Model Transformation Method for OLAP Design in Intelligence Systems
Popis výsledku anglicky
Econometrics is currently one of the most popular approaches to economic analysis. To better support advances in these areas as much as possible, it is necessary to apply econometric problems to econometric intelligent systems. The article describes an econometric OLAP framework that supports the design of a multidimensional database to secure econometric analyses to increase the effectiveness of the development of econometric intelligent systems. The first part of the article consists of the creation of formal rules for the new transformation of the econometric model (TEM) method for the econometric model transformation of multidimensional schema through the use of mathematical notation. In the proposed TEM method, the authors pay attention to the measurement of quality and understandability of the multidimensional schema, and compare the proposed method with the original TEM-CM method. In the second part of the article, the authors create a multidimensional database prototype according to the new T
Klasifikace
Druh
J<sub>imp</sub> - Článek v periodiku v databázi Web of Science
CEP obor
—
OECD FORD obor
10201 - Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
Návaznosti výsledku
Projekt
<a href="/cs/project/GA15-11724S" target="_blank" >GA15-11724S: DEPIES - Rozhodovací procesy v inteligentních prostředích</a><br>
Návaznosti
P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)<br>S - Specificky vyzkum na vysokych skolach
Ostatní
Rok uplatnění
2018
Kód důvěrnosti údajů
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů
Údaje specifické pro druh výsledku
Název periodika
Business & Information Systems Engineering
ISSN
1867-0202
e-ISSN
1867-0202
Svazek periodika
60
Číslo periodika v rámci svazku
6
Stát vydavatele periodika
CZ - Česká republika
Počet stran výsledku
20
Strana od-do
543-562
Kód UT WoS článku
000451062700007
EID výsledku v databázi Scopus
2-s2.0-85058123746