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Title: :  (E-AggNN) Implementation of Effective and Efficient Algorithm Collaborative Filtering and Content Based similarity Search on Recommender System
PaperId: :  3563
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 2 Issue 6 2016
DUI:    16.0415/IJARIIE-3563
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
Ms.Swati JoshiBhivrabai Sawant Institute Of Techology and Research,Jspm,Wagholi
Ms.Sonali PatilBhivrabai Sawant Institute Of Techology and Research,Jspm,Wagholi

Abstract

Computer Science and Engineering
Collaborative filtering, Hybrid Recommendation system, Agreegation.
In this work, we used sum variant of FANN, and other for the max variant. Here investigates a novel technique to solve a “cold start” problem. This problem occurs when new item added in the list means there is null score assign to that particular item our aim is to provide solution that is manufacturer and customer oriented. Our result generates recommendations as per the manufacture and Customer oriented using collaborative filtering and ranking based mechanism.For better and fast performance nowadays all the search engines are enhanced with recommendation system. Most of the time Recommendation process depends on the past entities, so collaborative filtering technique uses this past data for recommending process. Collaborative filtering alone is not able to provide fine grained recommendation for all the users’ queries. Hybrid Recommendation system is required which uses both past and present data which are aggregated for the high dimensional parameters.

Citations

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IJARIIE Ms.Swati Joshi, and Ms.Sonali Patil. "(E-AggNN) Implementation of Effective and Efficient Algorithm Collaborative Filtering and Content Based similarity Search on Recommender System" International Journal Of Advance Research And Innovative Ideas In Education Volume 2 Issue 6 2016 Page 1565-1572
MLA Ms.Swati Joshi, and Ms.Sonali Patil. "(E-AggNN) Implementation of Effective and Efficient Algorithm Collaborative Filtering and Content Based similarity Search on Recommender System." International Journal Of Advance Research And Innovative Ideas In Education 2.6(2016) : 1565-1572.
APA Ms.Swati Joshi, & Ms.Sonali Patil. (2016). (E-AggNN) Implementation of Effective and Efficient Algorithm Collaborative Filtering and Content Based similarity Search on Recommender System. International Journal Of Advance Research And Innovative Ideas In Education, 2(6), 1565-1572.
Chicago Ms.Swati Joshi, and Ms.Sonali Patil. "(E-AggNN) Implementation of Effective and Efficient Algorithm Collaborative Filtering and Content Based similarity Search on Recommender System." International Journal Of Advance Research And Innovative Ideas In Education 2, no. 6 (2016) : 1565-1572.
Oxford Ms.Swati Joshi, and Ms.Sonali Patil. '(E-AggNN) Implementation of Effective and Efficient Algorithm Collaborative Filtering and Content Based similarity Search on Recommender System', International Journal Of Advance Research And Innovative Ideas In Education, vol. 2, no. 6, 2016, p. 1565-1572. Available from IJARIIE, http://ijariie.com/AdminUploadPdf/_E_AggNN__Implementation_of_Effective_and_Efficient_Algorithm_Collaborative_Filtering_and_Content_Based_similarity_Search_on_Recommender_System_ijariie3563.pdf (Accessed : 24 December 2016).
Harvard Ms.Swati Joshi, and Ms.Sonali Patil. (2016) '(E-AggNN) Implementation of Effective and Efficient Algorithm Collaborative Filtering and Content Based similarity Search on Recommender System', International Journal Of Advance Research And Innovative Ideas In Education, 2(6), pp. 1565-1572IJARIIE [Online]. Available at: http://ijariie.com/AdminUploadPdf/_E_AggNN__Implementation_of_Effective_and_Efficient_Algorithm_Collaborative_Filtering_and_Content_Based_similarity_Search_on_Recommender_System_ijariie3563.pdf (Accessed : 24 December 2016)
IEEE Ms.Swati Joshi, and Ms.Sonali Patil, "(E-AggNN) Implementation of Effective and Efficient Algorithm Collaborative Filtering and Content Based similarity Search on Recommender System," International Journal Of Advance Research And Innovative Ideas In Education, vol. 2, no. 6, pp. 1565-1572, Nov-Dec 2016. [Online]. Available: http://ijariie.com/AdminUploadPdf/_E_AggNN__Implementation_of_Effective_and_Efficient_Algorithm_Collaborative_Filtering_and_Content_Based_similarity_Search_on_Recommender_System_ijariie3563.pdf [Accessed : 24 December 2016].
Turabian Ms.Swati Joshi, and Ms.Sonali Patil. "(E-AggNN) Implementation of Effective and Efficient Algorithm Collaborative Filtering and Content Based similarity Search on Recommender System." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 2 number 6 (24 December 2016).
Vancouver Ms.Swati Joshi, and Ms.Sonali Patil. (E-AggNN) Implementation of Effective and Efficient Algorithm Collaborative Filtering and Content Based similarity Search on Recommender System. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2016 [Cited : 24 December 2016]; 2(6) : 1565-1572. Available from: http://ijariie.com/AdminUploadPdf/_E_AggNN__Implementation_of_Effective_and_Efficient_Algorithm_Collaborative_Filtering_and_Content_Based_similarity_Search_on_Recommender_System_ijariie3563.pdf
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