CHARACTERISTICS OF THE ACTIVITY OF METASEARCH SYSTEMS

Authors

  • Gulhayo Panjiyeva Student Chirchik State Pedagogical University Author

Keywords:

Metasearch, LTR, syntactic analysis, semantic analysis, CTR, BERT, RoBERTa, cosine similarity, BM25, queries

Abstract

The article analyzes the role of metasearch systems in the information search process, their functional structure, algorithmic principles of operation, and their advantages over traditional search systems. The architecture of the systems, user interface, query routing, and result integration modules are considered from a technical point of view. The final part analyzes the future development prospects and scientific problems for modern metasearch systems based on artificial intelligence.

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Published

2025-06-26

Issue

Vol. 1 No. 3 (2025)

Section

Articles

License

Creative Commons License

This work is licensed under a Creative Commons Attribution 4.0 International License.

How to Cite

CHARACTERISTICS OF THE ACTIVITY OF METASEARCH SYSTEMS. (2025). Modern American Journal of Engineering, Technology, and Innovation, 1(3), 211-217. https://usajournals.org/index.php/2/article/view/617