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 …
integrated information extracted from various and heterogeneous data sources, making it …
Enhancing cubes with models to describe multidimensional data
Abstract The Intentional Analytics Model (IAM) has been recently envisioned as a new
paradigm to couple OLAP and analytics. It relies on two basic ideas:(i) letting the user …
paradigm to couple OLAP and analytics. It relies on two basic ideas:(i) letting the user …
Beyond roll-up's and drill-down's: An intentional analytics model to reinvent OLAP
This paper structures a novel vision for OLAPby fundamentally redefining several of the
pillars on which OLAP has been based for the last 20 years. We redefine OLAP queries, in …
pillars on which OLAP has been based for the last 20 years. We redefine OLAP queries, in …
数据模型及其发展历程
信俊昌， 王国仁， 李国徽， 高云君， 张志强 - 软件学报, 2018 - jos.org.cn
数据库是数据管理的技术, 是计算机学科的重要分支. 经过近半个世纪的发展,
数据库技术形成了坚实的理论基础, 成熟的商业产品和广泛的应用领域. 数据模型描述了数据库 …
数据库技术形成了坚实的理论基础, 成熟的商业产品和广泛的应用领域. 数据模型描述了数据库 …
Assess queries for interactive analysis of data cubes
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 …
phenomenon and judging the outcome of the comparison. In this paper we propose assess …
COOL: A framework for conversational OLAP
The democratization of data access and the adoption of OLAP in scenarios requiring hand-
free interfaces push towards the creation of smart OLAP interfaces. In this paper, we …
free interfaces push towards the creation of smart OLAP interfaces. In this paper, we …
Exploring data using patterns: A survey
V Dadvar, L Golab, D Srivastava - Information Systems, 2022 - Elsevier
We present a survey of data exploration methods that extract multidimensional patterns from
datasets consisting of dimension and measure attributes. These patterns are designed to …
datasets consisting of dimension and measure attributes. These patterns are designed to …
[HTML][HTML] Explaining cube measures through Intentional Analytics
Abstract The Intentional Analytics Model (IAM) has been devised to couple OLAP and
analytics by (i) letting users express their analysis intentions on multidimensional data cubes …
analytics by (i) letting users express their analysis intentions on multidimensional data cubes …
Multi-criteria decisional approach of the OLAP analysis by fuzzy logic: green logistics as a case study
O Boutkhoum, M Hanine, A Tikniouine… - Arabian Journal for …, 2015 - Springer
This study aims to propose a decision-making approach combining multi-criteria analysis
and fuzzy logic within the online analytical processing data cube model (OLAP). Indeed …
and fuzzy logic within the online analytical processing data cube model (OLAP). Indeed …
The whys and wherefores of cubes
Abstract The Intentional Analytics Model (IAM) has been devised to couple OLAP and
analytics by (i) letting users express their analysis intentions on multidimensional data cubes …
analytics by (i) letting users express their analysis intentions on multidimensional data cubes …