[HTML][HTML] Incorporation of ontologies in data warehouse/business intelligence systems-a systematic literature review

AL Antunes, E Cardoso, J Barateiro - International Journal of Information …, 2022 - Elsevier
Semantic Web (SW) techniques, such as ontologies, are used in Information Systems (IS) to
cope with the growing need for sharing and reusing data and knowledge in various research …

[HTML][HTML] Data warehousing process modeling from classical approaches to new trends: Main features and comparisons

A Dhaouadi, K Bousselmi, MM Gammoudi, S Monnet… - Data, 2022 - mdpi.com
The extract, transform, and load (ETL) process is at the core of data warehousing
architectures. As such, the success of data warehouse (DW) projects is essentially based on …

Prioritising data items for business analytics: Framework and application to human resources

T Pape - European Journal of Operational Research, 2016 - Elsevier
The popularity of business intelligence (BI) systems to support business analytics has
tremendously increased in the last decade. The determination of data items that should be …

Using semantic web technologies for exploratory OLAP: a survey

A Abelló, O Romero, TB Pedersen… - IEEE transactions on …, 2014 - ieeexplore.ieee.org
This paper describes the convergence of some of the most influential technologies in the last
few years, namely data warehousing (DW), on-line analytical processing (OLAP), and the …

Fusion cubes: Towards self-service business intelligence

A Abelló, J Darmont, L Etcheverry… - International Journal of …, 2013 - igi-global.com
Self-service business intelligence is about enabling non-expert users to make well-informed
decisions by enriching the decision process with situational data, ie, data that have a narrow …

GEM: Requirement-Driven Generation of ETL and Multidimensional Conceptual Designs

O Romero, A Simitsis, A Abelló - … , France, August 29-September 2, 2011 …, 2011 - Springer
At the early stages of a data warehouse design project, the main objective is to collect the
business requirements and needs, and translate them into an appropriate conceptual …

EXODuS: exploratory OLAP over document stores

ML Chouder, S Rizzi, R Chalal - Information Systems, 2019 - Elsevier
OLAP has been extensively used for a couple of decades as a data analysis approach to
support decision making on enterprise structured data. Now, with the wide diffusion of …

A requirement-driven approach to the design and evolution of data warehouses

P Jovanovic, O Romero, A Simitsis, A Abelló… - Information Systems, 2014 - Elsevier
Designing data warehouse (DW) systems in highly dynamic enterprise environments is not
an easy task. At each moment, the multidimensional (MD) schema needs to satisfy the set of …

Semantic data warehouse design: From ETL to deployment à la carte

L Bellatreche, S Khouri, N Berkani - International Conference on Database …, 2013 - Springer
In last decades, semantic databases (SDB) emerge and become operational databases,
since the major vendors provide semantic supports in their products. This is mainly due to …

ANEMONE: An environment for modular ontology development

T Özacar, Ö Öztürk, MO Ünalır - Data & Knowledge Engineering, 2011 - Elsevier
Many real-world ontologies contain thousands of terms and are developed by multiple
participants. The use of monolithic ontologies can cause problems that affect various stages …