Title :
XBRL Metadata Repository and Continuous Data Mining
Author :
Pan, Ding ; Pan, Yunshan
Author_Institution :
Center for Bus. Intell. Res., Jinan Univ., Guangzhou, China
Abstract :
XBRL uses internationally accepted network financial reporting standards to create a taxonomy which is allowed an exchangeable and extraction of data across all software and technologies. It make enterprise metadata repository involving XBRL metadata became one of the important research issues. The requirements of metadata management for XBRL documents and continuous data mining are described. Then a meta-model and architecture for a metadata repository and data mining are proposed, that are capable of storing and managing a cohesive enterprise view of metadata, maintaining integrity based on XBRL semantics, and integrating XBRL metadata to support continuous data mining process.
Keywords :
XML; business data processing; data mining; data models; electronic data interchange; meta data; programming language semantics; XBRL documents; continuous data mining; data exchangeable; data extraction; enterprise metadata repository; meta model; metadata management; semantics; taxonomy; Business; Computer architecture; Data mining; Delta modulation; Prototypes; Taxonomy; XML; Architecture; Data Mining; Meta-model; XBRL Metadata;
Conference_Titel :
Network Computing and Information Security (NCIS), 2011 International Conference on
Conference_Location :
Guilin
Print_ISBN :
978-1-61284-347-6
DOI :
10.1109/NCIS.2011.41