Scale Free Graphs in Dynamic Knowledge Acquisition

Classical representation forms are not suited to represent knowledge as human mind does. In tasks as discourse comprehension knowledge stuctures have to adapt themselves on the basis of the objectives, the past experiences and the particular context. So we have developed a modular knowledge acquisition system based on cognitive criteria, that dynamically updates a representation by the use of a scale free graph model.

[1]  Patrick Henry Winston,et al.  The psychology of computer vision , 1976, Pattern Recognit..

[2]  Joshua B. Tenenbaum,et al.  The Large-Scale Structure of Semantic Networks: Statistical Analyses and a Model of Semantic Growth , 2001, Cogn. Sci..

[3]  Philipp Slusallek,et al.  Introduction to real-time ray tracing , 2005, SIGGRAPH Courses.

[4]  Aldo Gangemi,et al.  Ontology Learning and Its Application to Automated Terminology Translation , 2003, IEEE Intell. Syst..

[5]  M. Ross Quillian,et al.  Retrieval time from semantic memory , 1969 .

[6]  Roger C. Schank,et al.  SCRIPTS, PLANS, GOALS, AND UNDERSTANDING , 1988 .

[7]  S. N. Dorogovtsev,et al.  Evolution of networks with aging of sites , 2000, Physical review. E, Statistical physics, plasmas, fluids, and related interdisciplinary topics.

[8]  Walter Kintsch,et al.  Comprehension: A Paradigm for Cognition , 1998 .

[9]  Marvin Minsky,et al.  A framework for representing knowledge , 1974 .

[10]  Peter W. Foltz,et al.  An introduction to latent semantic analysis , 1998 .

[11]  A. Barabasi,et al.  Bose-Einstein condensation in complex networks. , 2000, Physical review letters.

[12]  Wietske Noordman-Vonk,et al.  Retrieval From Semantic Memory , 1977 .

[13]  Vimla L. Patel,et al.  The role of long-term working memory in text comprehension. , 1999 .

[14]  W. Kintsch,et al.  Strategies of discourse comprehension , 1983 .

[15]  Marvin Minsky,et al.  A framework for representing knowledge" in the psychology of computer vision , 1975 .

[16]  Albert-László Barabási,et al.  Statistical mechanics of complex networks , 2001, ArXiv.

[17]  R. Schvaneveldt,et al.  Facilitation in recognizing pairs of words: evidence of a dependence between retrieval operations. , 1971, Journal of experimental psychology.