Progress in the development of national knowledge infrastructure

This paper presents the recent process in a long-term research project, called National Knowledge Infrastructure (or NKI). Initiated in the early 2000, the project aims to develop a multi-domain shareable knowledge base for knowledge-intensive applications. To develop NKI, we have used domain-specific ontologies as a solid basis, and have built more than 600 ontologies. Using these ontologies and our knowledge acquisition methods, we have extracted about 1.1 millions of domain assertions. For users to access our NKI knowledge, we have developed a uniform multi-modal human-knowledge interface. We have also implemented a knowledge application programming interface for various applications to share the NKI knowledge.

[1]  Udo Hahn,et al.  Learning from texts - a terminological metareasoning perspective , 1995, Learning for Natural Language Processing.

[2]  Lucy Vanderwende,et al.  MindNet: Acquiring and Structuring Semantic Information from Text , 1998, COLING-ACL.

[3]  Udo Hahn,et al.  Deep Knowledge Discovery from Natural Language Texts , 1997, KDD.

[4]  Martin Romacker,et al.  Discourse structures in medical reports - Watch out! The generation of referentially coherent and valid text knowledge bases in the medSYNDIKATE system , 1999, Int. J. Medical Informatics.

[5]  Ramanathan V. Guha,et al.  CYC: A Midterm Report , 1990, AI Mag..

[6]  Thomas R. Gruber,et al.  A translation approach to portable ontology specifications , 1993, Knowl. Acquis..

[7]  Stéphane Lapalut,et al.  Text Clustering to Help Knowledge Acquisition from Documents , 1996, EKAW.

[8]  K. Matsuzawa,et al.  Attribute dependency acquisition from formatted text , 1999, 1999 Third International Conference on Knowledge-Based Intelligent Information Engineering Systems. Proceedings (Cat. No.99TH8410).

[9]  Fernando Gomez,et al.  Acquiring Knowledge From Encyclopedic Texts , 1994, ANLP.

[10]  Sylvain Delisle,et al.  INTERACTIVE SEMANTIC ANALYSIS OF TECHNICAL TEXTS , 1996, Comput. Intell..

[11]  Andreas Abecker,et al.  Information Tuning with KARAT: Capitalizing on Existing Documents , 1997, EKAW.

[12]  Tony G. Rose,et al.  Extracting Conceptual Knowledge From Text Using Explicit Relation Markers , 1996, EKAW.

[13]  Martin Romacker,et al.  Content management in the SYNDIKATE system - How technical documents are automatically transformed to text knowledge bases , 2000, Data Knowl. Eng..

[14]  Gabriele Schmidt Knowledge Acquisition from Text in a Complex Domain , 1992, IEA/AIE.

[15]  Udo Hahn,et al.  Towards Text Knowledge Engineering , 1998, AAAI/IAAI.

[16]  Bruce PorterDept Building Domain Representations from Components 1 , 1996 .

[17]  Fernando Gomez,et al.  Automatic acquisition of biographic knowledge from encyclopedic texts , 1999 .

[18]  Douglas B. Lenat,et al.  CYC: a large-scale investment in knowledge infrastructure , 1995, CACM.

[19]  R. Guha Contexts: a formalization and some applications , 1992 .