The Role of Machine Learning in Modern Internet Search Algorithms

The Role of Machine Learning in Modern Internet Search Algorithms

Registration ID: IJNRD_225754

Published ID: IJNRD2407409

DOI: http://doi.one/10.1729/Journal.40753

Nisanth G , V.Vishnu priya , Pragatheeswari E , Dhanushree D , Sivakumar P

Keywords—SVM (Support Vector Machines)-Reinforcement Learning-CNN (Convolutional Neural Networks)-NLP (Natural Language Processing)-Machine Learning

The way search engines retrieve and rank content has changed dramatically in recent years because to the incorporation of machine learning into internet search algorithms. This study explores the function of machine learning in contemporary search engines, emphasizing how it affects search relevance, accuracy, and customization. The study highlights the improvements in comprehending user intent and providing customized search results by looking at several machine learning models and their implementations in search engines. A comparison between machine learning and conventional search methods is provided, highlighting the latter's better performance. The results highlight how machine learning has the power to revolutionize internet search by providing users with more accurate and contextually relevant results.

Published Paper   E-Certificate

"The Role of Machine Learning in Modern Internet Search Algorithms", IJNRD - INTERNATIONAL JOURNAL OF NOVEL RESEARCH AND DEVELOPMENT (www.IJNRD.org), ISSN:2456-4184, Vol.9, Issue 7, page no.f83-f90, July-2024, Available :https://ijnrd.org/papers/IJNRD2407409.pdf

Volume 9 Issue 7, July-2024

Pages : f83-f90

Paper Reg. ID: IJNRD_225754

Published Paper Id: IJNRD2407409

Downloads: 000121268

Research Area: Science & Technology

Country: Knageyam,tirupur, Tamilnadu, India

Published Paper PDF: https://ijnrd.org/papers/IJNRD2407409.pdf

Published Paper URL: https://ijnrd.org/viewpaperforall?paper=IJNRD2407409

DOI: http://doi.one/10.1729/Journal.40753

Journal Name: INTERNATIONAL JOURNAL OF NOVEL RESEARCH AND DEVELOPMENT(IJNRD)

ISSN: 2456-4184 | IMPACT FACTOR: 8.76 Calculated By Google Scholar | ESTD YEAR: 2016

An International Scholarly Open Access Journal, Peer-Reviewed, Refereed Journal Impact Factor 8.76 Calculate by Google Scholar and Semantic Scholar | AI-Powered Research Tool, Multidisciplinary, Monthly, Multilanguage Journal Indexing in All Major Database & Metadata, Citation Generator

Publisher: IJNRD (IJ Publication) Janvi Wave

This work is licensed under a Creative Commons Attribution 4.0 International License and The Open Definition

Call For Paper - Volume 10 | Issue 8 | August 2025

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INTERNATIONAL JOURNAL OF NOVEL RESEARCH AND DEVELOPMENT (IJNRD) aims to explore advances in research pertaining to applied, theoretical and experimental Technological studies. The goal is to promote scientific information interchange between researchers, developers, engineers, students, and practitioners working in and around the world. IJNRD will provide an opportunity for practitioners and educators of engineering field to exchange research evidence, models of best practice and innovative ideas.

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