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Authors: Mariana Carvalho and Orlando Belo

Affiliation: University of Minho, Portugal

ISBN: 978-989-758-203-5

Keyword(s): Business Intelligence, What-If Analysis, on-Line Analytical Processing, Usage Preferences, Multidimensional Databases.

Related Ontology Subjects/Areas/Topics: Artificial Intelligence ; Business Analytics ; Business Intelligence Applications ; Data Analytics ; Data Engineering ; Knowledge Discovery and Information Retrieval ; Knowledge-Based Systems ; Structured Data Analysis and Statistical Methods ; Symbolic Systems ; User Profiling and Recommender Systems

Abstract: Nowadays, enterprise managers involved in decision-making processes struggle with numerous problems related to market position or business reputation of their companies. Owning the right and high quality set of information is a crucial factor for developing business activities and consequently gaining competitive advantages on business arenas. However, retrieving information is not enough. The possibility to simulate hypothetical scenarios without harming the business using What-If analysis tools and to retrieve highly refined information is an interesting way of achieving such advantages. In this paper, we propose an approach for helping to optimize enterprise decision processes using What-If analysis scenarios combined with OLAP usage preferences. We designed and developed a specific piece of software, which aims to discover the best recommendations for What-If analysis scenarios’ parameters using OLAP usage preferences, which incorporates user experience in the definition and analy sis of a target decision-making scenario. (More)

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Paper citation in several formats:
Carvalho, M. and Belo, O. (2016). Enriching What-If Scenarios with OLAP Usage Preferences.In Proceedings of the 8th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management - Volume 1: KDIR, (IC3K 2016) ISBN 978-989-758-203-5, pages 213-220. DOI: 10.5220/0006040402130220

@conference{kdir16,
author={Mariana Carvalho. and Orlando Belo.},
title={Enriching What-If Scenarios with OLAP Usage Preferences},
booktitle={Proceedings of the 8th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management - Volume 1: KDIR, (IC3K 2016)},
year={2016},
pages={213-220},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0006040402130220},
isbn={978-989-758-203-5},
}

TY - CONF

JO - Proceedings of the 8th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management - Volume 1: KDIR, (IC3K 2016)
TI - Enriching What-If Scenarios with OLAP Usage Preferences
SN - 978-989-758-203-5
AU - Carvalho, M.
AU - Belo, O.
PY - 2016
SP - 213
EP - 220
DO - 10.5220/0006040402130220

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