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Title: :  Intelligent Recommendation System Using Big Data and Hadoop
PaperId: :  2337
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 2 Issue 3 2016
DUI:    16.0415/IJARIIE-2337
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
Harshit PatelSilver oak College of Engineering & Technology
Pooja JardoshSilver oak College of Engineering & Technology

Abstract

Web Mining
E-Commerce, Recommender System, User-based CF, Item-based CF, Hadoop
More E-business Websites give items distinctive costs which made it hard for customers to discover the items and administrations they need. Keeping in mind the end goal to defeat this information over-burden, clever proposal motors are utilized to recommend items and to furnish customers with applicable information to help them choose which items to buy. Suggestion motors are exceedingly computational and subsequently perfect for the Hadoop Platform. Result shows approximately 75 to 80 percent is achieved for register users and 65 to 70 percent is achieved for unregister users. For register users accuracy is comparatively high for propose system then the existing ones E-commerce product to the register as well as the unregister user with increased accuracy by analyzing the interest of the users. This framework goes for building a Web Recommendation motor which utilizes thing or client based suggestion for prescribing Items. It will investigate the information and give recommendations taking into account what comparable clients did and on the past exchange history of the client.

Citations

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IJARIIE Harshit Patel, and Pooja Jardosh. "Intelligent Recommendation System Using Big Data and Hadoop" International Journal Of Advance Research And Innovative Ideas In Education Volume 2 Issue 3 2016 Page 1102-1107
MLA Harshit Patel, and Pooja Jardosh. "Intelligent Recommendation System Using Big Data and Hadoop." International Journal Of Advance Research And Innovative Ideas In Education 2.3(2016) : 1102-1107.
APA Harshit Patel, & Pooja Jardosh. (2016). Intelligent Recommendation System Using Big Data and Hadoop. International Journal Of Advance Research And Innovative Ideas In Education, 2(3), 1102-1107.
Chicago Harshit Patel, and Pooja Jardosh. "Intelligent Recommendation System Using Big Data and Hadoop." International Journal Of Advance Research And Innovative Ideas In Education 2, no. 3 (2016) : 1102-1107.
Oxford Harshit Patel, and Pooja Jardosh. 'Intelligent Recommendation System Using Big Data and Hadoop', International Journal Of Advance Research And Innovative Ideas In Education, vol. 2, no. 3, 2016, p. 1102-1107. Available from IJARIIE, http://ijariie.com/AdminUploadPdf/Intelligent_Recommendation_System_Using_Big_Data_and_Hadoop_ijariie2337.pdf (Accessed : 15 June 2025).
Harvard Harshit Patel, and Pooja Jardosh. (2016) 'Intelligent Recommendation System Using Big Data and Hadoop', International Journal Of Advance Research And Innovative Ideas In Education, 2(3), pp. 1102-1107IJARIIE [Online]. Available at: http://ijariie.com/AdminUploadPdf/Intelligent_Recommendation_System_Using_Big_Data_and_Hadoop_ijariie2337.pdf (Accessed : 15 June 2025)
IEEE Harshit Patel, and Pooja Jardosh, "Intelligent Recommendation System Using Big Data and Hadoop," International Journal Of Advance Research And Innovative Ideas In Education, vol. 2, no. 3, pp. 1102-1107, May-Jun 2016. [Online]. Available: http://ijariie.com/AdminUploadPdf/Intelligent_Recommendation_System_Using_Big_Data_and_Hadoop_ijariie2337.pdf [Accessed : 15 June 2025].
Turabian Harshit Patel, and Pooja Jardosh. "Intelligent Recommendation System Using Big Data and Hadoop." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 2 number 3 (15 June 2025).
Vancouver Harshit Patel, and Pooja Jardosh. Intelligent Recommendation System Using Big Data and Hadoop. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2016 [Cited : 15 June 2025]; 2(3) : 1102-1107. Available from: http://ijariie.com/AdminUploadPdf/Intelligent_Recommendation_System_Using_Big_Data_and_Hadoop_ijariie2337.pdf
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