Data-Centric Systems and Applications

MJ Carey, S Ceri, P Bernstein, U Dayal, C Faloutsos… - 2008 - Springer
Data warehouses are databases of a specific kind that periodically collect information about
the activities being performed by an organization. This information is then accumulated over …

Hierarchies in a multidimensional model: From conceptual modeling to logical representation

E Malinowski, E Zimányi - Data & Knowledge Engineering, 2006 - Elsevier
Hierarchies are used in data warehouses (DWs) and on-line analytical processing (OLAP)
systems to see data at different levels of detail. However, many kinds of hierarchies arising …

A survey on summarizability issues in multidimensional modeling

JN Mazón, J Lechtenbörger, J Trujillo - Data & Knowledge Engineering, 2009 - Elsevier
The development of a data warehouse (DW) system is based on a conceptual
multidimensional model, which provides a high level of abstraction in accurately and …

Representing spatiality in a conceptual multidimensional model

E Malinowski, E Zimányi - Proceedings of the 12th annual ACM …, 2004 - dl.acm.org
Data Warehouses and On-Line Analytical Processing systems rely on a multidimensional
model that includes dimensions, hierarchies, and measures. Such model allows to express …

A spatiotemporal object-oriented data model for landslides (LOOM)

M Valiante, D Guida, M Della Seta, F Bozzano - Landslides, 2021 - Springer
LOOM (landslide object-oriented model) is here presented as a data structure for landslide
inventories based on the object-oriented paradigm. It aims at the effective storage, in a …

Spatial aggregation: Data model and implementation

L Gomez, S Haesevoets, B Kuijpers, AA Vaisman - Information Systems, 2009 - Elsevier
Data aggregation in Geographic Information Systems (GIS) is a desirable feature, only
marginally present in commercial systems nowadays, mostly through ad hoc solutions. We …

A data cube metamodel for geographic analysis involving heterogeneous dimensions

JP Kasprzyk, G Devillet - ISPRS International Journal of Geo-Information, 2021 - mdpi.com
Due to their multiple sources and structures, big spatial data require adapted tools to be
efficiently collected, summarized and analyzed. For this purpose, data are archived in data …

[PDF][PDF] A conceptual solution for representing time in data warehouse dimensions

E Malinowski, E Zimányi - Proceedings of the 3rd Asia-Pacific conference …, 2006 - Citeseer
Abstract Data Warehouses (DWs) use an omnipresent time dimension for keeping track of
changes in measure values. However, this dimension cannot be used to model changes in …

Spatial hierarchies and topological relationships in the spatial MultiDimER model

E Malinowski, E Zimányi - British National Conference on Databases, 2005 - Springer
Abstract In Data Warehouses and On-Line Analytical Processing systems hierarchies are
used to analyze high volumes of historical data. On the other hand, the advantage of using …

Logical representation of a conceptual model for spatial data warehouses

E Malinowski, E Zimányi - GeoInformatica, 2007 - Springer
The MultiDimER model is a conceptual model used for representing a multidimensional
view of data for Data Warehouse (DW) and On-Line Analytical Processing (OLAP) …