From Star Schemas to Big Data: 20 Years of Data Warehouse Research

M Golfarelli, S Rizzi - A comprehensive guide through the Italian database …, 2017 - Springer
Data Warehouses are the core of the modern systems for decision making. They store
integrated information extracted from various and heterogeneous data sources, making it …

The impact model of business intelligence on decision support and organizational benefits

S Rouhani, A Ashrafi, A Zare Ravasan… - Journal of Enterprise …, 2016 - emerald.com
Purpose–Decision support (DS), as a traditional management concept, have had a
remarkable role in competitiveness or survival of organizations and nowadays, business …

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 …

A dataspace-based framework for OLAP analyses in a high-variety multistore

C Forresi, E Gallinucci, M Golfarelli, HB Hamadou - The VLDB Journal, 2021 - Springer
Abstract The success of NoSQL DBMSs has pushed the adoption of polyglot storage
systems that take advantage of the best characteristics of different technologies and data …

Approximate OLAP of document-oriented databases: A variety-aware approach

E Gallinucci, M Golfarelli, S Rizzi - Information Systems, 2019 - Elsevier
Schemaless databases, and document-oriented databases in particular, are preferred to
relational ones for storing heterogeneous data with variable schemas and structural forms …

A self-service supporting business intelligence and big data analytics architecture

J Passlick, B Lebek, MH Breitner - 2017 - aisel.aisnet.org
Self-service Business Intelligence (SSBI) is an emerging topic for many companies. Casual
users should be enabled to independently build their own analyses and reports. This …

Assess queries for interactive analysis of data cubes

M Francia, M Golfarelli, P Marcel, S Rizzi… - … on Extending Database …, 2021 - hal.science
Assessment is the process of comparing the actual to the expected behavior of a business
phenomenon and judging the outcome of the comparison. In this paper we propose assess …

SemPI: A semantic framework for the collaborative construction and maintenance of a shared dictionary of performance indicators

C Diamantini, D Potena, E Storti - Future Generation Computer Systems, 2016 - Elsevier
Collaboration at strategic level entails the sharing of Performance Indicators (PIs) to
measure the achievement of common objectives and evaluate performances. PIs are …

Answering GPSJ queries in a polystore: A dataspace-based approach

H Ben Hamadou, E Gallinucci, M Golfarelli - International Conference on …, 2019 - Springer
The discipline of data science is steering analysts away from traditional data warehousing
and towards a more flexible and lightweight approach to data analysis. The idea is to …

Platforms oriented business and data analytics in digital ecosystem

S Mishra, AR Triptahi - International Journal of Financial …, 2019 - World Scientific
In this paper, we discuss about platform-oriented business approach which is a prerequisite
of the frontrunners for any noble organizations to keep customers active, alive and compete …