Knowledge Representation Models and Cognitive Search Support Tools

The purpose of the work is to develop a cognitive-process-oriented model of data search, as well as tools of human interaction in according to this model. Cognitive search is considered as process of formation of ontology of the subject area (of target object) as a system of three systems (functiona...

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Bibliographic Details
Published inProcedia computer science Vol. 169; pp. 81 - 89
Main Authors Maksimov, Nikolay, Golitsina, Olga, Monankov, Kirill, Gavrilkina, Anastasia
Format Journal Article
LanguageEnglish
Published Elsevier B.V 2020
Subjects
aspect projection
cognitive search
information retrieval
interactive interface
knowledge extraction
ontology graph
text processing
text processing
interactive interface
ontology graph
knowledge extraction
information retrieval
cognitive search
aspect projection
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Summary:The purpose of the work is to develop a cognitive-process-oriented model of data search, as well as tools of human interaction in according to this model. Cognitive search is considered as process of formation of ontology of the subject area (of target object) as a system of three systems (functional, conceptual and terminological). Accordingly, the results and trajectory of information retrieval are a reflection and component of the process of cognition. In order to reduce the dimension of the graph (to perception possibilities) aspect projections operation based on the taxonomy of relationships and entities is used.
ISSN:1877-0509
1877-0509
DOI:10.1016/j.procs.2020.02.118