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Seminar WS06/07: Model Management

Model management aims at developing technologies and mechanisms to support the integration, merging, evolution, and matching of complex data models. This support is required for the management of complex, integrated, distributed, heterogeneous information systems. Basic concepts in model management are models, mappings and operators. Models (e.g. an XML Schema, a schema of a relational database, or an ontology in OWL) describe the structure of data. Mappings represent relationships between elements from different models. Operators are operations on models and mappings (e.g. merging & matching of models, composition of mapping).

In this seminar, recent research on Model Management will be discussed. We will also discuss how Model Management technologies have been already integrated in products.

Organization

bulletJuly 17, 2006, 1pm: First meeting in the seminar room of Informatik V
bulletIntroduction & Assignment of topics
bulletJuly - December 2006: Due dates for deliverables (abstract, initial draft, final version)
bulletJanuary 2007: Presentations

Presentations have to be done in English. The seminar work can be written in German or English.

Prerequisites

Students must be enrolled in one computer science programme (Diplom-Informatik, SSE, or MI). Some background in database systems, knowledge representation and/or data modelling is helpful.

Topics

bulletIntroduction
bulletModel Management: Introduction & Overview
bulletScenarios for Model Management
bulletTools and Products for Model Management
bulletMatching & Merging
bulletSchema Matching
bulletOntology Alignment & Merging
bulletSchema Merging
bulletMorphisms, Mappings, and Evolution
bulletMappings & Morphisms
bulletComposition of Mappings
bulletSchema Evolution
bulletModel Transformation
bulletModel Transformation: Introduction
bulletModel Transformation using a Generic Metamodel
bulletModel Driven Architectures

Links

bulletWorking Group Model Management
bulletModel Management Research Group at Microsoft Research
Updated: 29.01.08
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