ConceptMix - Self-Service Analytical Data Integration based on the Concept-Oriented Model

Alexandr Savinov

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Paper

ConceptMix - Self-Service Analytical Data Integration based on the Concept-Oriented Model

Topics: Big Data; Data Analytics; Data Management for Analytics

In Proceedings of 3rd International Conference on Data Management Technologies and Applications DATA - Volume 1, 78-84, 2014 , Vienna, Austria

Author: Alexandr Savinov

Affiliation: Technische Universität Dresden, Germany

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 - DATA; ISBN 978-989-758-035-2; ISSN 2184-285X, SciTePress, 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 - DATA},
year={2014},
pages={78-84},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0005103700780084},
isbn={978-989-758-035-2},
issn={2184-285X},
}

TY - CONF

JO - Proceedings of 3rd International Conference on Data Management Technologies and Applications - DATA
TI - ConceptMix - Self-Service Analytical Data Integration based on the Concept-Oriented Model
SN - 978-989-758-035-2
IS - 2184-285X
AU - Savinov, A.
PY - 2014
SP - 78
EP - 84
DO - 10.5220/0005103700780084
PB - SciTePress