Active Conceptual Modeling of Learning Workshop

Abstract

The Active Conceptual Modeling of Learning (ACM-L) Workshop convened to accomplish the following goals: (1) Introduce the Science and Technology (S&T) challenge, (2) Provide a forum for the exchange of ideas and research results of the proposed research and the impact in the Department of Defense (DoD) and commercial applications, (3) Identify a research and development (R&D) agenda for a technology development investigation. The ACM-L effort aims to develop ACM-L technology for next-generation learning-base system development. The effort focuses on enhancing our fundamental understanding of how to model continual learning from past experiences, and how to capture knowledge from transitions between system states. This understanding will enable us to provide traceable lessons learned to improve current situations, adapt to new situations, and potentially predict future actions. The goal is to provide a theoretical framework for the ACM-L. This framework is based on the Entity-Relationship (ER) approach and the human memory paradigm for developing a learning base to support complex applications such as homeland security; global situation monitoring; command, control, communication, computers, intelligence, surveillance, and reconnaissance (C4ISR); and cognitive capability development. The workshop was attended by invited researchers/participants and SPAWAR Systems Center San Diego (SSC San Diego) employees All workshop sessions were unclassified. The agenda for the workshop, keynote addresses, and position paper abstracts are provided in Appendices A, B, and C.

Open PDF

Document Details

Document Type
Technical Report
Publication Date
May 01, 2006
Accession Number
ADA465650

Entities

People

  • L. Y. Wong

Organizations

  • Naval Information Warfare Systems Command

Tags

Communities of Interest

  • Autonomy
  • Biomedical
  • C4I
  • Cyber
  • Ground and Sea Platforms

DTIC Thesaurus Topics

  • Air Force
  • Artificial Intelligence
  • Cognitive Science
  • Computational Biology
  • Computer Programming
  • Computer Science
  • Computers
  • Databases
  • Geography
  • Information Science
  • Information Systems
  • Network Science
  • Ontologies
  • Operations Research
  • Software Development
  • Systems Engineering
  • United States Pacific Command

Fields of Study

  • Computer science

Readers

  • Academic Conference Management
  • Artificial Intelligence
  • Enterprise Information Systems Architecture and Joint Command Capability Interoperability Support.

Technology Areas

  • Fully Networked C3
  • Fully Networked C3 - Command and Control