TY  - CHAP
U1  - Konferenzveröffentlichung
A1  - Laux, Fritz
A1  - Crowe, Malcolm
ED  - Crowe, Malcolm
ED  - Laux, Fritz
ED  - Schmidt, Andreas
ED  - Dini, Cosmin
T1  - Information integration using the Typed Graph Model
T2  - DBKDA 2021 : The Thirteenth International Conference on Advances in Databases, Knowledge, and Data Applications, 30 May-3 June 2021, Valencia, Spain, proceedings
N2  - Schema and data integration have been a challenge for more than 40 years. While data warehouse technologies are quite a success story, there is still a lack of information integration methods, especially if the data sources are based on different data models or do not have a schema. Enterprise Information Integration has to deal with heterogeneous data sources and requires up-to-date high-quality information to provide a reliable basis for analysis and decision-making. The paper proposes virtual integration using the Typed Graph Model to support schema mediation. The integration process first converts the structure of each source into a typed graph schema, which is then matched to the mediated schema. Mapping rules define transformations between the schemata to reconcile semantics. The mapping can be visually validated by experts. It provides indicators and rules to achieve a consistent schema mapping, which leads to high data integrity and quality.
KW  - data integration process
KW  - typed graph model
KW  - schema mapping
KW  - mapping rules
KW  - data quality
Y1  - 2021
U6  - https://nbn-resolving.org/urn:nbn:de:bsz:rt2-opus4-31332
UN  - https://nbn-resolving.org/urn:nbn:de:bsz:rt2-opus4-31332
UR  - https://www.thinkmind.org/index.php?view=article&articleid=dbkda_2021_1_20_50011
SN  - 2308-4332
SS  - 2308-4332
VL  - 11
SP  - 7
EP  - 14
S1  - 8
PB  - IARIA
CY  - Lisbon
ER  -