TY  - BOOK
AU  - Berthold,Michael R.
ED  - SpringerLink (Online service)
TI  - Bisociative Knowledge Discovery: An Introduction to Concept, Algorithms, Tools, and Applications 
T2  - Lecture Notes in Artificial Intelligence
SN  - 9783642318306
AV  - Q334-342 
U1  - 006.3 23
PY  - 2012///
CY  - Berlin, Heidelberg
PB  - Springer Berlin Heidelberg, Imprint: Springer
KW  - Artificial intelligence
KW  - Data mining
KW  - Application software
KW  - User interfaces (Computer systems)
KW  - Pattern recognition
KW  - Computer communication systems
KW  - Artificial Intelligence
KW  - Data Mining and Knowledge Discovery
KW  - Information Systems Applications (incl. Internet)
KW  - User Interfaces and Human Computer Interaction
KW  - Pattern Recognition
KW  - Computer Communication Networks
N1  - Open Access
N2  - Modern knowledge discovery methods enable users to discover complex patterns of various types in large information repositories. However, the underlying assumption has always been that the data to which the methods are applied originates from one domain.   The focus of this book, and the BISON project from which the contributions originate, is a network-based integration of various types of data repositories and the development of new ways to analyse and explore the resulting gigantic information networks. Instead of seeking well-defined global or local patterns, the aim was to find domain-bridging associations. These are particularly interesting if they are sparse and have not been encountered before.   The 32 contributions presented in this state-of-the-art survey, together with a detailed introduction to the book, are organized in topical sections on bisociation; representation and network creation; network analysis; exploration; and applications and evaluation.  
UR  - https://doi.org/10.1007/978-3-642-31830-6
ER  -