Conceptual Model of Neural Network Algorithmization of Semantic Processing of Scientific and Technical Information

• Published in: Automatic documentation and mathematical linguistics Vol. 59; no. 2; pp. 78 - 85
• Main Authors: Pistsov, S. M., Trusov, V. A.
• Format: Journal Article
• Language: English
• Published: Moscow Pleiades Publishing 01.04.2025; Springer Nature B.V
• Subjects: Computer Science; Indexing; Information retrieval; Information Search; Information Storage and Retrieval; Internet resources; Large language models; Neural networks; Technical information; cognitive information retrieval; document indexing; information retrieval systems; centroid; neural networks; scientific and technical information; metasearch system; semantic search; language models

The use of neural network language models to increase the efficiency of processing scientific and technical information (STI) on the Internet from the point of view of cognitive information retrieval is considered. A conceptual model is proposed to identify subject areas that corresponding to the ob...