Paper Search Console

Home Search Page About Contact

Journal Title

Title of Journal: Knowl Inf Syst

Search In Journal Title:

Abbravation: Knowledge and Information Systems

Search In Journal Abbravation:

Publisher

Springer London

Search In Publisher:

DOI

10.1016/0735-1097(91)91491-v

Search In DOI:

ISSN

0219-3116

Search In ISSN:
Search In Title Of Papers:

Architecture for knowledge discovery and knowledge

Authors: SK Gupta V Bhatnagar SK Wasan
Publish Date: 2005/03/01
Volume: 7, Issue: 3, Pages: 310-336
PDF Link

Abstract

In this paper we propose IMIN model for knowledge discovery and knowledge management in evolving databases The model splits the KDD process into three phases The schema designed during the first phase abstracts the generic mining requirements of the KDD process and provides a mapping between the generic KDD process and user specific KDD subprocesses The generic process is executed periodically during the second phase and windows of condensed knowledge called knowledge concentrates are created During the third phase which corresponds to actual mining by the end users specific KDD subprocesses are invoked to mine knowledge concentrates The model provides a set of mining operators for the development of mining applications to discover and renew preserve and reuse and share knowledge for effective knowledge management These operators can be invoked by either using a declarative query language or by writing applicationsThe architectural proposal emulates a DBMS like environment for the managers administrators and end users in the organization Knowledge management functions like sharing and reuse of the discovered knowledge among the users and periodic updating of the discovered knowledge are supported Complete documentation and control of all the KDD endeavors in an organization are facilitated by the IMIN model This helps in structuring and streamlining the KDD operations in an organization

Keywords:

References

.
Search In Abstract Of Papers:
Other Papers In This Journal:
  1. Scaling cut criterion-based discriminant analysis for supervised dimension reduction
  2. Modified algorithms for synthesizing high-frequency rules from different data sources
  3. Domain-agnostic discovery of similarities and concepts at scale
  4. A transversal hypergraph approach for the frequent itemset hiding problem
  5. Bootstrapping trust of Web services based on trust patterns and Hidden Markov Models
  6. A hybrid scheme for energy-efficient object tracking in sensor networks
  7. An ontology-based procedure for generating object model from text description
  8. Effective and efficient classification on a search-engine model
  9. A multimodal virtual reality interface for 3D interaction with VTK
  10. Ontology alignment design patterns
  11. A framework for anomaly detection in maritime trajectory behavior
  12. Knowledge management in image-based analysis of blood vessel structures
  13. Remodeling the network for microgroup detection on microblog
  14. Fuzzy clustering-based discretization for gene expression classification
  15. On the difficulty of automatically detecting irony: beyond a simple case of negation
  16. A spatial relation-based framework to perform visual information extraction
  17. Action rule discovery from incomplete data
  18. Managing Multiuser Database Buffers Using Data Mining Techniques
  19. On link privacy in randomizing social networks
  20. Redesigning business processes: a methodology based on simulation and process mining techniques
Search Result: