KD2U成立

Founded in 2008, the Association for Knowledge Discovery in Distributed and Ubiquitous (KD2U) Environments is a nonprofit scientific society devoted to advancing the scientific understanding of the mechanisms underlying creation and extraction of knowledge from information generated in pervasive, distributed, and ubiquitous environments. KD2U also aims to increase public understanding of the knowledge discovery process in different facets of life, improve the teaching and training of practitioners, and provide guidance for research planners and funders concerning the importance and potential of current developments and future directions of Knowledge Discovery in Distributed and Ubiquitous Environments.

 

he scope of KD2U includes (but not limited to) various emerging technical and application areas listed below:
Ubiquitous Computing and Communication Technologies for Knowledge Discovery

1) Distributed agent technology,

2) Grid computing,

3) Peer-to-peer computing,

4) Sensor networks,

5) Semantic-based self-organizing networks,

6) Distributed databases,

7) Distributed knowledge discovery,

8) Data stream mining,

9) Resource-aware data mining,

11) Mobile computing,

10) Privacy-preserving data mining,

11) High performance computing.

Ubiquitous Data Management for Knowledge Discovery

1) Semantic web mining,

2) Network and heterogeneous data,

3) Audio/video,

4) Text mining,

5) Multilingual ontologies,

6) Spatio-temporal data mining,

7) Privacy, security, and legal issues.

Ubiquitous Human Computer Interaction for Knowledge Discovery
1) User interfaces,

2) User profiling,

3) Web usage mining,

4) Cognitive modeling,

5) Ergonomics,

6) Visual data mining,

7) Collaborative problem solving.