International Journal of Science and Research (IJSR)

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

ISSN: 2319-7064




Downloads: 125

Review Papers | Computer Science & Engineering | India | Volume 6 Issue 4, April 2017


A Review on Scale up the Performance of Collaborative Filtering Algorithm

Barkha A. Wadhvani, Sameer A. Chauhan


Abstract: Now a days everything goes digital from retail stores to Government offices. Also Digital India scheme is declared for digital empowerment where every information is digitally available. In this era of Information or Internet explosion data and choices are increases tremendously. More and more choices demands good recommendations so recommendation system came into the picture. It is very useful substitute for user to discover items or information that they might not have found by themselves easily. Collaborative filtering is the process of filtering for the information or for the patterns using techniques involving collaboration among viewpoints, multiple users or data sources etc. In Literature it is proven the most efficient technique to provide recommendations. This paper describes the techniques to scale up the performance of collaborative filtering algorithm to provide recommendation.


Keywords: Recommendation system, Scale up, Collaborative filtering algorithm, Distributed computation, Compute intensive tasks, TOPSIS, Hadoop, Cloud computing, CUDA, BigData


Edition: Volume 6 Issue 4, April 2017,


Pages: 2528 - 2533


How to Cite this Article?

Barkha A. Wadhvani, Sameer A. Chauhan, "A Review on Scale up the Performance of Collaborative Filtering Algorithm", International Journal of Science and Research (IJSR), https://www.ijsr.net/get_abstract.php?paper_id=ART20172947, Volume 6 Issue 4, April 2017, 2528 - 2533

How to Share this Article?

Enter Your Email Address


Similar Articles with Keyword 'Recommendation system'

Downloads: 3

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

Similar Articles with Keyword 'Scale up'

Downloads: 107

Research Paper, Computer Science & Engineering, Sudan, Volume 6 Issue 5, May 2017

Pages: 2276 - 2277

Cloud Computing Challenges

Dr. Alshafie Gafaar Mhmoud Mohmmed, Saife Eldin Fatoh Osman

Share this Article

Downloads: 125

Research Paper, Computer Science & Engineering, India, Volume 3 Issue 12, December 2014

Pages: 352 - 354

An Approach for On-Demand Scalability in Platform as a Service

Manodaya B. Gavali, N. D. Kale

Share this Article

Similar Articles with Keyword 'Collaborative filtering algorithm'

Downloads: 112

Survey Paper, Computer Science & Engineering, India, Volume 5 Issue 4, April 2016

Pages: 1318 - 1321

Survey on Item Based and User Based Recommendation System in Cloud

Pinal Patel, Pooja Jardosh

Share this Article

Downloads: 115

Research Paper, Computer Science & Engineering, India, Volume 3 Issue 11, November 2014

Pages: 1318 - 1323

Towards Keyword Based Recommendation System

Vinaya B. Savadekar, Pramod B. Gosavi

Share this Article

Similar Articles with Keyword 'Distributed computation'

Downloads: 109

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

Pages: 1757 - 1758

A Review of Privacy Clustered Mining of Association Rules in Distributed Databases

Vanita Babane, Shital K.Somawar

Share this Article

Downloads: 110

M.Tech / M.E / PhD Thesis, Computer Science & Engineering, India, Volume 5 Issue 4, April 2016

Pages: 2442 - 2445

Command Transfer Protocol (CTP) For Distributed or Parallel Computation

John, Rajiv Sharma

Share this Article

Similar Articles with Keyword 'Hadoop'

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: 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

Similar Articles with Keyword 'Cloud computing'

Downloads: 181

Survey Paper, Computer Science & Engineering, India, Volume 7 Issue 1, January 2018

Pages: 81 - 84

Novel Approach to Virtual Machine Migration In Cloud Computing Environment - A Survey

Priyanka H, Dr. Mary Cherian

Share this Article

Downloads: 1

Research Paper, Computer Science & Engineering, India, Volume 10 Issue 9, September 2021

Pages: 939 - 945

Load Balancing in Cloud Computing Using Optimization Algorithm

Manpreet Kaur, Dr. Amandeep Kaur

Share this Article

Similar Articles with Keyword 'CUDA'

Downloads: 2

Survey Paper, Computer Science & Engineering, India, Volume 10 Issue 10, October 2021

Pages: 368 - 371

A Survey on Different IP Address Lookup Approaches

Manohar Nelli V

Share this Article

Downloads: 109

Research Paper, Computer Science & Engineering, India, Volume 6 Issue 5, May 2017

Pages: 2386 - 2392

Design and Analysis of Parallel Content Matching Algorithm for Pub-Sub Systems using Different Parallel Paradigms

M. A. Shah, Dr. D. B. Kulkarni

Share this Article

Similar Articles with Keyword 'BigData'

Downloads: 102

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

Pages: 2599 - 2602

Variable Size Bin Packing Algorithm for IoT

Kshitija Kalaskar

Share this Article

Downloads: 105

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

Pages: 1482 - 1485

Overview of Big Data

Nivedita Manohar

Share this Article

Similar Articles with Keyword 'Recommendation'

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: 3

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

Similar Articles with Keyword 'system'

Downloads: 181 | Monthly Hits: ⮙4

Research Paper, Computer Science & Engineering, Bangladesh, Volume 5 Issue 6, June 2016

Pages: 1523 - 1527

Multifunctional Remote Controlled Robot Using Android Application

T. A. Mithu, T. S. Reddy

Share this Article

Downloads: 156

Research Paper, Computer Science & Engineering, India, Volume 6 Issue 11, November 2017

Pages: 338 - 384

Managing Uncertainty in Supply Chain Operating Cost Using Genetic Algorithm

Dr. Niju P. Joseph, Dr. Priyanka Surendran

Share this Article

Similar Articles with Keyword 'Scale'

Downloads: 181

Survey Paper, Computer Science & Engineering, India, Volume 7 Issue 1, January 2018

Pages: 81 - 84

Novel Approach to Virtual Machine Migration In Cloud Computing Environment - A Survey

Priyanka H, Dr. Mary Cherian

Share this Article

Downloads: 1

Research Paper, Computer Science & Engineering, India, Volume 3 Issue 6, June 2014

Pages: 1884 - 1886

Performance Analysis of Clustal W Algorithm on Linux Cluster

Swati Jasrotia, Salam Din

Share this Article

Similar Articles with Keyword 'up'

Downloads: 181 | Monthly Hits: ⮙4

Research Paper, Computer Science & Engineering, Bangladesh, Volume 5 Issue 6, June 2016

Pages: 1523 - 1527

Multifunctional Remote Controlled Robot Using Android Application

T. A. Mithu, T. S. Reddy

Share this Article

Downloads: 151 | Weekly Hits: ⮙2 | Monthly Hits: ⮙3

Research Paper, Computer Science & Engineering, India, Volume 9 Issue 11, November 2020

Pages: 457 - 461

Artificial Intelligence for Hiring

Ishan Borker, Ashok Veda

Share this Article

Similar Articles with Keyword 'Collaborative'

Downloads: 1

Review Papers, Computer Science & Engineering, India, Volume 10 Issue 8, August 2021

Pages: 1126 - 1129

Privacy Preserving Utility Verification of Data Published

Madhushree M

Share this Article

Downloads: 3

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

Similar Articles with Keyword 'filtering'

Downloads: 1

Survey Paper, Computer Science & Engineering, India, Volume 3 Issue 11, November 2014

Pages: 2205 - 2207

A Survey of Generating Multi-Document Summarizations

Patil Ajita S., P. M. Mane

Share this Article

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

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

Pages: 149 - 154

Noise Analysis and Removal Using Fuzzy Mean Filter with Triangular Membership Function

R. Pradeep Kumar Reddy

Share this Article

Similar Articles with Keyword 'algorithm'

Downloads: 151 | Weekly Hits: ⮙2 | Monthly Hits: ⮙3

Research Paper, Computer Science & Engineering, India, Volume 9 Issue 11, November 2020

Pages: 457 - 461

Artificial Intelligence for Hiring

Ishan Borker, Ashok Veda

Share this Article

Downloads: 530 | Monthly Hits: ⮙3

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

Pages: 1454 - 1458

Heart Disease Prediction with Machine Learning Approaches

Megha Kamboj

Share this Article

Similar Articles with Keyword 'Distributed'

Downloads: 105

Research Paper, Computer Science & Engineering, India, Volume 3 Issue 5, May 2014

Pages: 1751 - 1754

Joining Delay; Packet Delivery and Limitations of EGMP

G. Anandhi, Dr. S. K. Srivatsa

Share this Article

Downloads: 1

Research Paper, Computer Science & Engineering, India, Volume 3 Issue 6, June 2014

Pages: 1884 - 1886

Performance Analysis of Clustal W Algorithm on Linux Cluster

Swati Jasrotia, Salam Din

Share this Article

Similar Articles with Keyword 'computation'

Downloads: 156 | Weekly Hits: ⮙1 | Monthly Hits: ⮙1

Research Paper, Computer Science & Engineering, India, Volume 6 Issue 8, August 2017

Pages: 868 - 874

Study of Power Management in Adhoc Networks

Anandhi Giri, S. K. Srivatsa

Share this Article

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

Research Paper, Computer Science & Engineering, India, Volume 10 Issue 11, November 2021

Pages: 1220 - 1223

Emotion Detector and Counsellor Chatbox

Lingamgunta Nikhilesh

Share this Article

Similar Articles with Keyword 'Compute'

Downloads: 134

Research Paper, Computer Science & Engineering, India, Volume 4 Issue 2, February 2015

Pages: 2246 - 2249

Packet Analysis with Network Intrusion Detection System

Rashmi Hebbar, Mohan K

Share this Article

Downloads: 1

Research Paper, Computer Science & Engineering, India, Volume 3 Issue 6, June 2014

Pages: 1884 - 1886

Performance Analysis of Clustal W Algorithm on Linux Cluster

Swati Jasrotia, Salam Din

Share this Article

Similar Articles with Keyword 'intensive'

Downloads: 100

Review Papers, Computer Science & Engineering, India, Volume 10 Issue 1, January 2021

Pages: 594 - 596

A Review of Replication Strategies to Increase Data Availability for Data Intensive Applications in Cloud

K. Sreelatha

Share this Article

Downloads: 106

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

Pages: 1111 - 1114

Survey on EMI: Privacy-Preserving Public Auditing for Regenerating-Code-Based Cloud Storage

Shilpa Singh, Padmavathi B.

Share this Article

Similar Articles with Keyword 'tasks'

Downloads: 181 | Monthly Hits: ⮙4

Research Paper, Computer Science & Engineering, Bangladesh, Volume 5 Issue 6, June 2016

Pages: 1523 - 1527

Multifunctional Remote Controlled Robot Using Android Application

T. A. Mithu, T. S. Reddy

Share this Article

Downloads: 0

Student Project, Computer Science & Engineering, India, Volume 11 Issue 1, January 2022

Pages: 455 - 459

Real World IoT Applications in Daily Domain

Eega Vivek Reddy, J Bala Krishna, Huzaifa Saad

Share this Article
Top