Towards analogy-based reasoning in semantic network | Zendy

Miloš Stojković | Zendy; Milan Trifunović | Zendy; Dragan Mišić | Zendy; Miodrag Manić | Zendy

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Towards analogy-based reasoning in semantic network

Author(s) -

Miloš Stojković,

Milan Trifunović,

Dragan Mišić,

Miodrag Manić

Publication year - 2015

Publication title -

computer science and information systems

Language(s) - English

Resource type - Journals

SCImago Journal Rank - 0.244

H-Index - 24

eISSN - 2406-1018

pISSN - 1820-0214

DOI - 10.2298/csis141103036s

Subject(s) - analogy , computer science , association (psychology) , semantic similarity , similarity (geometry) , context (archaeology) , artificial intelligence , natural language processing , realization (probability) , semantic network , process (computing) , programming language , linguistics , mathematics , image (mathematics) , epistemology , paleontology , philosophy , statistics , biology

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. [Projekat Ministarstva nauke Republike Srbije, br. III 41017: Virtual human osteoarticular system and its application in preclinical and clinical practice]

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