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Author: Alexandr Savinov

Affiliation: Technische Universität Dresden, Germany

ISBN: 978-989-758-035-2

Keyword(s): Data Wrangling, Data Integration, Self-Service Analytics, Agile Analytics, Unified Data Models.

Related Ontology Subjects/Areas/Topics: Artificial Intelligence ; Big Data ; Business Analytics ; Data Analytics ; Data Engineering ; Data Management and Quality ; Data Management for Analytics ; Knowledge Discovery and Information Retrieval ; Knowledge-Based Systems ; Symbolic Systems

Abstract: Data integration as well as other data wrangling tasks account for a great deal of the difficulties in data analysis and frequently constitute the most tedious part of the overall analysis process. We describe a new system, ConceptMix, which radically simplifies analytical data integration for a broad range of non-IT users who do not possess deep knowledge in mathematics or statistics. ConceptMix relies on a novel unified data model, called the concept-oriented model (COM), which provides formal background for its functionality.

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Paper citation in several formats:
Savinov A. (2014). ConceptMix - Self-Service Analytical Data Integration based on the Concept-Oriented Model.In Proceedings of 3rd International Conference on Data Management Technologies and Applications - Volume 1: DATA, ISBN 978-989-758-035-2, pages 78-84. DOI: 10.5220/0005103700780084

@conference{data14,
author={Alexandr Savinov},
title={ConceptMix - Self-Service Analytical Data Integration based on the Concept-Oriented Model},
booktitle={Proceedings of 3rd International Conference on Data Management Technologies and Applications - Volume 1: DATA,},
year={2014},
pages={78-84},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0005103700780084},
isbn={978-989-758-035-2},
}

TY - CONF

JO - Proceedings of 3rd International Conference on Data Management Technologies and Applications - Volume 1: DATA,
TI - ConceptMix - Self-Service Analytical Data Integration based on the Concept-Oriented Model
SN - 978-989-758-035-2
AU - Savinov A.
PY - 2014
SP - 78
EP - 84
DO - 10.5220/0005103700780084

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