Cognitive Information Retrieval

Cognitive Information Retrieval (Cognitive IR) is a smart way of finding information that tries to understand how people think, search, and learn. Instead of just matching keywords, it focuses on the user’s needs, past knowledge, and thinking process. It uses models from psychology and tools like AI to guess what the user really wants, even if they don’t ask clearly. Cognitive IR also adjusts based on user behavior and gives more helpful, relevant results. It works more like a human brain, making searching easier, faster, and more meaningful for each person.

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2025-05-15
DOI
https://doi.org/10.5281/zenodo.15426264
Primary Topic
Social Capital and Networks
Type
article
Field-Weighted Citation Impact
0.00
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article

Cognitive Information Retrieval

Zenodo (CERN European Organization for Nuclear Research)
Social Capital and Networks
article

Cognitive Information Retrieval

article en

Abstract

Cognitive Information Retrieval (Cognitive IR) is a smart way of finding information that tries to understand how people think, search, and learn. Instead of just matching keywords, it focuses on the user’s needs, past knowledge, and thinking process. It uses models from psychology and tools like AI to guess what the user really wants, even if they don’t ask clearly. Cognitive IR also adjusts based on user behavior and gives more helpful, relevant results. It works more like a human brain, making searching easier, faster, and more meaningful for each person.

Zenodo (CERN European Organization for Nuclear Research)
Quality Education
Openalex Percentile: Top 44%
Social Capital and Networks
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Cognitive Information Retrieval · Zenodo (CERN European Organization for Nuclear Research) (2025) | TGRS Research Map | TGRS