DocumentCode
3407665
Title
Generating data mart schema from OLAP requirements
Author
Arfaoui, Nouha ; Akaichi, Jalel
Author_Institution
BESTMOD-Inst. Super. de Gestion, Le Bardo, Tunisia
fYear
2013
fDate
24-26 March 2013
Firstpage
1
Lastpage
6
Abstract
Warehousing projects can know cases of failure because they did not take into consideration the users´ needs especially if they are not experienced with the technologies of data warehouses. The solution consists on building the data warehouse incrementally by designing and implementing one data mart at a time. In this work we propose a method to design data mart schema from OLAP requirements that are presented as schemas and grouped according to their domain. We apply the data integration technique to merge the different schemas so that we get one data mart schema by group. The integration is composed by schema matching (detecting semantic correspondence and the conflicts) and schema mapping (solving the existing conflict).
Keywords
data mining; data warehouses; OLAP requirements; data integration technique; data mart schema; data warehouses; schema mapping; schema matching; Atomic measurements; Data models; Data warehouses; Databases; Erbium; Merging; Semantics; Data Mart design; OLAP Requirements Schema; Schema Integration; Schema Mapping; Schema Matching;
fLanguage
English
Publisher
ieee
Conference_Titel
Information Technology and e-Services (ICITeS), 2013 3rd International Conference on
Conference_Location
Sousse
Print_ISBN
978-1-4799-0131-9
Type
conf
DOI
10.1109/ICITeS.2013.6624066
Filename
6624066
Link To Document