International Journal of Science and Research (IJSR)

International Journal of Science and Research (IJSR)
Call for Papers | Fully Refereed | Open Access | Double Blind Peer Reviewed

ISSN: 2319-7064


Downloads: 114 | Views: 250

Survey Paper | Computer Science & Engineering | India | Volume 5 Issue 1, January 2016 | Popularity: 6.4 / 10


     

Survey on Recommender System using Distributed Framework

Sonali B. Ghodake, R. S. Paswan


Abstract: 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



Make Sure to Disable the Pop-Up Blocker of Web Browser




Text copied to Clipboard!
Sonali B. Ghodake, R. S. Paswan, "Survey on Recommender System using Distributed Framework", International Journal of Science and Research (IJSR), Volume 5 Issue 1, January 2016, pp. 1967-1970, https://www.ijsr.net/getabstract.php?paperid=NOV153104, DOI: https://www.doi.org/10.21275/NOV153104



Similar Articles

Downloads: 0

Research Paper, Computer Science & Engineering, Kazakhstan, Volume 13 Issue 11, November 2024

Pages: 1485 - 1488

Enhancing Recommendation Systems with Fuzzy Logic-Based Collaborative Filtering

Yernar Seitay

Share this Article

Downloads: 1

Research Paper, Computer Science & Engineering, India, Volume 10 Issue 6, June 2021

Pages: 1188 - 1193

Profit Contribution of Bank Customer from Different Business Liabilities

Vinod Desai, Shalini B Ullagaddi, Vittal A Odeyar

Share this Article

Downloads: 1

Research Paper, Computer Science & Engineering, India, Volume 10 Issue 8, August 2021

Pages: 1068 - 1070

Predicting the Course Knowledge Level of Students using Data Mining Techniques

Thapaswini P S

Share this Article

Downloads: 1

Research Paper, Computer Science & Engineering, India, Volume 11 Issue 1, January 2022

Pages: 1229 - 1231

Big Data in Healthcare

Pratiksha Patil

Share this Article

Downloads: 1

Research Paper, Computer Science & Engineering, India, Volume 11 Issue 4, April 2022

Pages: 1028 - 1031

Machine Learning Approaches to Ambient Air Quality Prediction

Sweta

Share this Article



Top