Survey on Recommender System using Distributed Framework
International Journal of Science and Research (IJSR)

International Journal of Science and Research (IJSR)
www.ijsr.net | Open Access | Fully Refereed | Peer Reviewed International Journal

ISSN: 2319-7064

Downloads: 114 | Weekly Hits: ⮙6 | Monthly Hits: ⮙15

Survey Paper | Computer Science & Engineering | India | Volume 5 Issue 1, January 2016

Survey on Recommender System using Distributed Framework

Sonali B. Ghodake, R. S. Paswan

Recommender systems form a specific type of In-formation Filtering (IF) technique. It makes use of content based, collaborative filtering or hybrid approach. In this paper, all the approaches of recommender system is explained. Classification of data is vital part of recommender system. The Bayesian Classifier is one of the most successful machine learning algorithms in many classification domains. As scale of recommender system continues to expand, the number of items and users of recommender system is growing exponentially. The impact of this, the single node machine implementing these algorithms is time consuming and unable to meet the computing needs of large data sets. To improve the performance distributed processing of big data across multiple clusters of nodes is needed. Apache hadoop is an parallel distributed framework. Hadoop distributed file system allows distributed processing of big data across multiple clusters of nodes. The recommender input data will be encapsulated in Apache Mahout and enhance efficiency of recommendation using parallel distributed framework.

Keywords: Recommendation, Collaborative filtering, Pearson correlation, Apache Mahout, Hadoop

Edition: Volume 5 Issue 1, January 2016

Pages: 1967 - 1970

Share this Article

How to Cite this Article?

Sonali B. Ghodake, R. S. Paswan, "Survey on Recommender System using Distributed Framework", International Journal of Science and Research (IJSR), https://www.ijsr.net/search_index_results_paperid.php?id=NOV153104, Volume 5 Issue 1, January 2016, 1967 - 1970

Enter Your Email Address




Similar Articles with Keyword 'Recommendation'

Downloads: 1 | Weekly Hits: ⮙1 | Monthly Hits: ⮙1

Research Paper, Computer Science & Engineering, India, Volume 10 Issue 5, May 2021

Pages: 1118 - 1123

Music Recommendation System

Nipun Prakash Gupta, Durgesh Kumar

Share this Article

Downloads: 68

Research Paper, Computer Science & Engineering, India, Volume 7 Issue 4, April 2018

Pages: 137 - 140

Intelligent Health and Education Trust Recommendation System

Bhavin Rathod; Deepraj Sawant; Tejas Shetye; Silviya D'Monte

Share this Article

Downloads: 90 | Weekly Hits: ⮙2 | Monthly Hits: ⮙15

Survey Paper, Computer Science & Engineering, India, Volume 4 Issue 1, January 2015

Pages: 823 - 826

Survey Paper on Users Location Hiding In Geosocial Recommendation Applications

Mayura Phadnis, Kanchan Varpe

Share this Article

Downloads: 98 | Weekly Hits: ⮙3

Survey Paper, Computer Science & Engineering, India, Volume 4 Issue 11, November 2015

Pages: 2507 - 2509

A Survey on Extended MI technique for Edit Recommendation using Hybrid History Mining and Relevance Feedback

Shradha P. Patil, B. Padmavathi

Share this Article

Downloads: 99

Research Paper, Computer Science & Engineering, India, Volume 3 Issue 10, October 2014

Pages: 939 - 942

A Novel Approach to Enhance Personalized Recommendation

G. Venkatesh, M. Sri Devi

Share this Article

Similar Articles with Keyword 'Collaborative filtering'

Downloads: 68

Research Paper, Computer Science & Engineering, India, Volume 7 Issue 4, April 2018

Pages: 137 - 140

Intelligent Health and Education Trust Recommendation System

Bhavin Rathod; Deepraj Sawant; Tejas Shetye; Silviya D'Monte

Share this Article

Downloads: 104 | Weekly Hits: ⮙5

Survey Paper, Computer Science & Engineering, India, Volume 4 Issue 6, June 2015

Pages: 2188 - 2190

Exploring Social User Behavior with Personalized Recommendation

Karishma Ahire, K.M. Varpe

Share this Article

Downloads: 105 | Monthly Hits: ⮙1

Survey Paper, Computer Science & Engineering, India, Volume 5 Issue 11, November 2016

Pages: 1744 - 1747

A Survey on Optimal Web Service Selection

Dipti Gumfawar, Manjushree Mahajan

Share this Article

Downloads: 109

Survey Paper, Computer Science & Engineering, India, Volume 4 Issue 12, December 2015

Pages: 2262 - 2266

A Framework of Privacy Preserving QOS Prediction used for Web Service Recommendation

Bhakti Chudiwal, P. Jawalkar

Share this Article

Downloads: 109 | Weekly Hits: ⮙1 | Monthly Hits: ⮙2

Research Paper, Computer Science & Engineering, India, Volume 9 Issue 7, July 2020

Pages: 408 - 410

Movie Recommendation System using Naive Bayes Algorithm with Collaborative Filtering

Anchal Dubey, Raju Ranjan

Share this Article

Similar Articles with Keyword 'Pearson correlation'

Downloads: 114 | Weekly Hits: ⮙6 | Monthly Hits: ⮙15

Survey Paper, Computer Science & Engineering, India, Volume 5 Issue 1, January 2016

Pages: 1967 - 1970

Survey on Recommender System using Distributed Framework

Sonali B. Ghodake, R. S. Paswan

Share this Article

Downloads: 123

Survey Paper, Computer Science & Engineering, India, Volume 5 Issue 1, January 2016

Pages: 206 - 210

A Methodological Survey on MapReduce for Identification of Duplicate Images

Amol S. Deshmukh, Prof. P. D. Lambhate

Share this Article

Similar Articles with Keyword 'Hadoop'

Downloads: 102

Dissertation Chapters, Computer Science & Engineering, India, Volume 4 Issue 7, July 2015

Pages: 1721 - 1725

Secured Load Rebalancing for Distributed Files System in Cloud

Jayesh D. Kamble, Y. B. Gurav

Share this Article

Downloads: 104 | Weekly Hits: ⮙2

Informative Article, Computer Science & Engineering, India, Volume 5 Issue 11, November 2016

Pages: 1482 - 1485

Overview of Big Data

Nivedita Manohar

Share this Article

Downloads: 105

M.Tech / M.E / PhD Thesis, Computer Science & Engineering, India, Volume 4 Issue 3, March 2015

Pages: 2133 - 2136

One Class Clustering Tree for Implementing Many to Many Data Linkage

Ravi R, Michael G

Share this Article

Downloads: 105

Research Paper, Computer Science & Engineering, India, Volume 4 Issue 7, July 2015

Pages: 2241 - 2244

Backup Anomaly Identification with R and Hadoop

Ravindra Phule, Madhav Ingle

Share this Article

Downloads: 106 | Weekly Hits: ⮙2 | Monthly Hits: ⮙15

M.Tech / M.E / PhD Thesis, Computer Science & Engineering, India, Volume 3 Issue 12, December 2014

Pages: 1103 - 1108

Design of a High Performing Cloud Using Load Rebalancing Technique in Distributed File System

Y. Steeven, C. Prakasha Rao

Share this Article



Top