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Authors: Susanne Dienst ; Fazel Ansari ; Alexander Holland and Madjid Fathi

Affiliation: University of Siegen, Germany

Keyword(s): Product Lifecycle Management, Product Use Information, Graphical Methods, Bayesian Networks, Fusion Techniques.

Related Ontology Subjects/Areas/Topics: Artificial Intelligence ; Knowledge Management and Information Sharing ; Knowledge Management Projects ; Knowledge-Based Systems ; Symbolic Systems

Abstract: In this paper the processing and modelling of product use information raised by graphical methods on the basis of a praxis and application scenario. Product Lifecycle Management (PLM) ensures a uniform data basis for supporting numerous engineering and economic organisational processes along the entire product life cycle – from the first product idea to disposal or recycling of the product respectively. The Product Use Information (PUI) -e.g. condition monitoring data, failures or incidences of maintenance- of many instances of one product type is generated in the product use phase. The processing and modelling of PUI raised by graphical methods like Bayesian Networks. In accordance, the product use knowledge leads back to the product development phase and is used for discovering room for product improvements of the next product generation. Therefore the PUI of the different instances should be aggregated by applying fusion techniques to deduce/achieve generalized product improvement s for a product type. As a result this paper reveals a novel approach of applying new feedback mechanism of PLM for product improvements. (More)

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Paper citation in several formats:
Dienst, S.; Ansari, F.; Holland, A. and Fathi, M. (2010). APPLYING FUSION TECHNIQUES TO GRAPHICAL METHODS FOR KNOWLEDGE BASED PROCESSING OF PRODUCT USE INFORMATION. In Proceedings of the International Conference on Knowledge Management and Information Sharing (IC3K 2010) - KMIS; ISBN 978-989-8425-30-0; ISSN 2184-3228, SciTePress, pages 136-142. DOI: 10.5220/0003065301360142

@conference{kmis10,
author={Susanne Dienst. and Fazel Ansari. and Alexander Holland. and Madjid Fathi.},
title={APPLYING FUSION TECHNIQUES TO GRAPHICAL METHODS FOR KNOWLEDGE BASED PROCESSING OF PRODUCT USE INFORMATION},
booktitle={Proceedings of the International Conference on Knowledge Management and Information Sharing (IC3K 2010) - KMIS},
year={2010},
pages={136-142},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0003065301360142},
isbn={978-989-8425-30-0},
issn={2184-3228},
}

TY - CONF

JO - Proceedings of the International Conference on Knowledge Management and Information Sharing (IC3K 2010) - KMIS
TI - APPLYING FUSION TECHNIQUES TO GRAPHICAL METHODS FOR KNOWLEDGE BASED PROCESSING OF PRODUCT USE INFORMATION
SN - 978-989-8425-30-0
IS - 2184-3228
AU - Dienst, S.
AU - Ansari, F.
AU - Holland, A.
AU - Fathi, M.
PY - 2010
SP - 136
EP - 142
DO - 10.5220/0003065301360142
PB - SciTePress