An Enhanced Block Notation for Discrimination Network Optimisation

Christoph Terwelp; Karl-Heinz Krempels; Fabian Ohler

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Paper

An Enhanced Block Notation for Discrimination Network Optimisation

Topics: Big Data Technologies and Applications; Computational Intelligence on the Web; Context-Awareness; Recommendation Systems; Web Information Filtering and Retrieval; Web-based Business Processes

In Proceedings of the 12th International Conference on Web Information Systems and Technologies - Volume 2: WEBIST, 268-273, 2016 , Rome, Italy

Authors: Christoph Terwelp ; Karl-Heinz Krempels and Fabian Ohler

Affiliation: RWTH Aachen University, Germany

Keyword(s): Rule-based Systems, Discrimination Networks.

Related Ontology Subjects/Areas/Topics: Context-Awareness ; Enterprise Information Systems ; Mobile Information Systems ; Recommendation Systems ; Software Agents and Internet Computing ; Web Information Systems and Technologies

Abstract: Because of their ability to efficiently store, access, and process data, Database Management Systems (DBMSs) and Rule-based Systems (RBSs) are used in many information systems as information processing units. A basic function of a RBS and a function of many DBMSs is to match conditions on the available data. To improve performance, intermediate results are stored in Discrimination Networks (DNs). The resulting memory consumption and runtime cost depend on the structure of the DN. A lot of research has been done in the area of optimising DNs. In this paper, we focus on re-using network parts considering multiple rule conditions and exploiting the characteristics of equivalences. Hence, we present an approach incorporating the potential of both concepts as an enhancement to previous work.

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Paper citation in several formats:

Terwelp, C.; Krempels, K. and Ohler, F. (2016). An Enhanced Block Notation for Discrimination Network Optimisation. In Proceedings of the 12th International Conference on Web Information Systems and Technologies - Volume 2: WEBIST; ISBN 978-989-758-186-1; ISSN 2184-3252, SciTePress, pages 268-273. DOI: 10.5220/0005905302680273

@conference{webist16,
author={Christoph Terwelp. and Karl{-}Heinz Krempels. and Fabian Ohler.},
title={An Enhanced Block Notation for Discrimination Network Optimisation},
booktitle={Proceedings of the 12th International Conference on Web Information Systems and Technologies - Volume 2: WEBIST},
year={2016},
pages={268-273},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0005905302680273},
isbn={978-989-758-186-1},
issn={2184-3252},
}

TY - CONF

JO - Proceedings of the 12th International Conference on Web Information Systems and Technologies - Volume 2: WEBIST
TI - An Enhanced Block Notation for Discrimination Network Optimisation
SN - 978-989-758-186-1
IS - 2184-3252
AU - Terwelp, C.
AU - Krempels, K.
AU - Ohler, F.
PY - 2016
SP - 268
EP - 273
DO - 10.5220/0005905302680273
PB - SciTePress