IMPLEMENTATION OF NEW DATA MINING RECOMMENDATION MODEL USING MODIFIED K-MEANS ALGORITHM FOR SOCIAL MEDIA NETWORKS ON WORLD WIDE WEB

IRFAN AHMED; Dr. Shivani Chauhan

IMPLEMENTATION OF NEW DATA MINING RECOMMENDATION MODEL USING MODIFIED K-MEANS ALGORITHM FOR SOCIAL MEDIA NETWORKS ON WORLD WIDE WEB

April 2023

Vol-9, Issue-2

Paper ID: 19744

ISSN: 2395-4396

Downloads: 0

Abstract & Details

Research Area

Computer Science

Keywords

Data Mining Social Media Networks Recommender model Rating Learning product rating

Abstract

In web content mining large collection of web documents contents are used to extract useful information from web data. Web usage mining is used to analyze customer behavior and choice of interest. Web users on web clients may access all social media tools, with help of these tools they can interact with their friends, also possible make new friends by accepting friend requests, also possible to recommend or share data, audio, video files to friends. In a traditional web recommended system, first consider web user navigations on web browser, previous session search keywords, previous navigations of user interest, new set of web documents are recommended to users. Social media recommendations may be correct or sometimes may lead to wrong recommendations to attacker’s site, due these users may lost money and also waste of time to spend time on unwanted sites, and recommendation of right documents or files is also challenging task. In this research paper, we are planning to integrate social media networks to data mining engine to recommend right and appropriate web documents to web users as and when they required or interested on recommendations.

License

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

Author Information

#	Name	Institute / Affiliation
1	IRFAN AHMED	Sree Siddaganga College of Arts Science and Commerce for Women
2	Dr. Shivani Chauhan	Bagawanth Institute of Technology

How to Cite

Use the following formats to cite this article in your research.

APA Style

AHMED, IRFAN & Chauhan, Dr. Shivani (2023). IMPLEMENTATION OF NEW DATA MINING RECOMMENDATION MODEL USING MODIFIED K-MEANS ALGORITHM FOR SOCIAL MEDIA NETWORKS ON WORLD WIDE WEB. International Journal of Advance Research and Innovative Ideas In Education, 9(2), 1993-2005.

MLA Style

AHMED, IRFAN, and Dr. Shivani Chauhan. "IMPLEMENTATION OF NEW DATA MINING RECOMMENDATION MODEL USING MODIFIED K-MEANS ALGORITHM FOR SOCIAL MEDIA NETWORKS ON WORLD WIDE WEB." International Journal of Advance Research and Innovative Ideas In Education, vol. 9, no. 2, 2023, pp. 1993-2005.

IEEE Style

IRFAN AHMED and Dr. Shivani Chauhan, "IMPLEMENTATION OF NEW DATA MINING RECOMMENDATION MODEL USING MODIFIED K-MEANS ALGORITHM FOR SOCIAL MEDIA NETWORKS ON WORLD WIDE WEB," International Journal of Advance Research and Innovative Ideas In Education, vol. 9, no. 2, pp. 1993-2005, 2023.

Vancouver Style

AHMED IRFAN, Chauhan Dr. Shivani. IMPLEMENTATION OF NEW DATA MINING RECOMMENDATION MODEL USING MODIFIED K-MEANS ALGORITHM FOR SOCIAL MEDIA NETWORKS ON WORLD WIDE WEB. International Journal of Advance Research and Innovative Ideas In Education. 2023;9(2):1993-2005.

Harvard Style

AHMED, IRFAN & Chauhan, Dr. Shivani (2023) 'IMPLEMENTATION OF NEW DATA MINING RECOMMENDATION MODEL USING MODIFIED K-MEANS ALGORITHM FOR SOCIAL MEDIA NETWORKS ON WORLD WIDE WEB', International Journal of Advance Research and Innovative Ideas In Education, 9(2), pp. 1993-2005.

Chicago Style

AHMED, IRFAN and Dr. Shivani Chauhan. "IMPLEMENTATION OF NEW DATA MINING RECOMMENDATION MODEL USING MODIFIED K-MEANS ALGORITHM FOR SOCIAL MEDIA NETWORKS ON WORLD WIDE WEB." International Journal of Advance Research and Innovative Ideas In Education 9, no. 2 (2023): 1993-2005.

Turabian Style

AHMED, IRFAN and Dr. Shivani Chauhan. "IMPLEMENTATION OF NEW DATA MINING RECOMMENDATION MODEL USING MODIFIED K-MEANS ALGORITHM FOR SOCIAL MEDIA NETWORKS ON WORLD WIDE WEB." International Journal of Advance Research and Innovative Ideas In Education 9, no. 2 (2023): 1993-2005.