Geodesic
Towards Analogy-Based Reasoning in Semantic Network
Computer Science and Information Systems, Tome 12 (2015) no. 3.

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In this paper an approach in realization of analogy-based reasoning in semantic networks is presented. New semantic model, called Active Semantic Model (ASM), was used. Core of the process is performed by ASM’s association (semantic relation) plexus upgrading procedure based on recognition and determining similarity between association plexuses. Determining similarity between association plexuses is performed by recognition of topological analogy between association plexuses. ASM responds to unpredicted input by upgrading new association plexus modeled on remainder of the context whose subset is recognized as topologically analogous association plexus.
Keywords: Artificial Intelligence, Analogy-Based Reasoning, Active Semantic Model, Cognitive Data Processing, Semantic Features 
@article{CSIS_2015_12_3_a4,
     author = {Milos Stojkovic and Milan Trifunovic and Dragan Misic and Miodrag Manic},
     title = {Towards {Analogy-Based} {Reasoning} in {Semantic} {Network}},
     journal = {Computer Science and Information Systems},
     publisher = {mathdoc},
     volume = {12},
     number = {3},
     year = {2015},
     url = {http://geodesic.mathdoc.fr/item/CSIS_2015_12_3_a4/}
}
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Milos Stojkovic; Milan Trifunovic; Dragan Misic; Miodrag Manic. Towards Analogy-Based Reasoning in Semantic Network. Computer Science and Information Systems, Tome 12 (2015) no. 3. http://geodesic.mathdoc.fr/item/CSIS_2015_12_3_a4/