Change Management for Metadata Evolution
نویسندگان
چکیده
In order to meet the demands of the Semantic Web, today’s ontologies need to be dynamic, networked structures. One important challenge, therefore, is to develop an integrated approach to the evolution process of ontologies and related metadata. Within this context, the specific goal of this work is to capture the evolution of metadata due to changed concepts, relations or metadata in one of the ontologies, and to capture changes to the ontology caused by changes to the metadata. After a short discussion of the nature of metadata, we propose a methodology to capture (1) the evolution of metadata induced by changes to the ontologies, and (2) the evolution of the ontology induced by changes to the underlying metadata. This will lead to the implementation of an approach for evolution of metadata related to ontologies.
منابع مشابه
Grid Metadata Lifetime Control in Acton
In the Semantic Grid, metadata, as first class citizens, should be maintained upto-date in a cost-effective manner. This includes maximising the automation of different aspects of the metadata lifecycle, managing the evolution and change of metadata in distributed contexts, and synchronising adequately the evolution of all these related entities. In this paper, we introduce a semantic model and...
متن کاملData Warehouse and Master Data Management Evolution – a Meta-data-vault Approach
The paper presents a: a) brief overview and analysis of existing approaches to the data warehouse (DW) evolution problem, and b) detailed description of the research idea for the DW evolution problem (primarily intended for structured data sources and realizations with relational database engines). We observe the DW evolution problem as a double issue from the DW perspective, and from the maste...
متن کاملMetadata Version Management for DW 2, 0 Environment
As a new paradigm for data warehousing demanded by today’s decision support community, DW 2.0 recognized the life cycle of data with it, that make metadata evolution mechanism became one of the important research issues. The requirements of multi-version management for four data sectors in DW 2.0 environment are described. Then a novel metadata versioning meta-model is proposed, that is capable...
متن کاملDynamic Management for Business Processes Modeling & Execution in Workflows
Contemporary workflow-management systems cannot represent change or evolution of business processes. When a change is needed due to external reason, an offline procedure is invoked in order to create a new workflow engine template for the future instances in the workflow enactment module. The standard interfaces do not deal with the business process metadata in a way that can actually change it...
متن کاملWhy can’t I manage academic papers like MP3s? The evolution and intent of Metadata standards
This paper considers the deceptively simple question: Why can’t downloaded academic papers be managed in the simple and effective manner in which digital music files are managed? We make the case that the answer is different treatments of metadata. Two key differences are identified: Firstly, digital music metadata is standardized and moves with the content file, while academic metadata is not ...
متن کامل