Title
d-matrix - database exploration, visualization and analysis.
Abstract
Motivated by a biomedical database set up by our group, we aimed to develop a generic database front-end with embedded knowledge discovery and analysis features. A major focus was the human-oriented representation of the data and the enabling of a closed circle of data query, exploration, visualization and analysis.We introduce a non-task-specific database front-end with a new visualization strategy and built-in analysis features, so called d-matrix. d-matrix is web-based and compatible with a broad range of database management systems. The graphical outcome consists of boxes whose colors show the quality of the underlying information and, as the name suggests, they are arranged in matrices. The granularity of the data display allows consequent drill-down. Furthermore, d-matrix offers context-sensitive categorization, hierarchical sorting and statistical analysis.d-matrix enables data mining, with a high level of interactivity between humans and computer as a primary factor. We believe that the presented strategy can be very effective in general and especially useful for the integration of distinct data types such as phenotypical and molecular data.
Year
DOI
Venue
2004
10.1186/1471-2105-5-168
BMC Bioinformatics
Keywords
Field
DocType
algorithms,statistical analysis,database management system,data type,microarrays,data mining,bioinformatics,front end
Data mining,Computer science,Visualization,View,Database design,Sorting,Database schema,Data type,Knowledge extraction,Bioinformatics,Computer graphics,Database
Journal
Volume
Issue
ISSN
5
1
1471-2105
Citations 
PageRank 
References 
0
0.34
5
Authors
6
Name
Order
Citations
PageRank
Dominik Seelow183.79
Raffaello Galli200.34
Siegrun Mebus300.34
Hans-Peter Sperling400.34
Hans Lehrach5627115.48
Silke Sperling6582.90