Downloads: 105
Survey Paper | Computer Science & Engineering | India | Volume 4 Issue 6, June 2015
Exploring Social User Behavior with Personalized Recommendation
Karishma Ahire, K.M. Varpe
Abstract: The advent and popularity of social network, more and more users like to share their experiences, such as ratings, reviews, and blogs. The new factors of social network like interpersonal influence and interest based on circles of friends bring opportunities and challenges for recommender system (RS) to solve the cold start and sparsity problem of datasets. Some of the social factors have been used in RS, but have not been fully considered. At present the personalized recommendation model only takes the user historical rating records. To propose a -Aware Service Recommendation method KASR, to sole the existing system challenges. It aims at presenting a personalized service recommendation list and recommending the most appropriate services to the users effectively. s are used to indicate users preferences and a user based collaborative Filtering method is used to generate the approprirate recommendations. Here use the location of user information to recommend personalizing. The KASR significantly improves the accuracy of service recommender system.
Keywords: Recommender system, Aware Service Recommendation, interpersonal influence, personalized recommendation, Personalize interest
Edition: Volume 4 Issue 6, June 2015,
Pages: 2188 - 2190
How to Cite this Article?
Karishma Ahire, K.M. Varpe, "Exploring Social User Behavior with Personalized Recommendation", International Journal of Science and Research (IJSR), https://www.ijsr.net/get_abstract.php?paper_id=SUB155427, Volume 4 Issue 6, June 2015, 2188 - 2190
How to Share this Article?
Similar Articles with Keyword 'Recommender system'
Downloads: 68
Research Paper, Computer Science & Engineering, India, Volume 7 Issue 4, April 2018
Pages: 137 - 140Intelligent Health and Education Trust Recommendation System
Bhavin Rathod; Deepraj Sawant; Tejas Shetye; Silviya D'Monte
Downloads: 108 | Weekly Hits: ⮙1 | Monthly Hits: ⮙1
Survey Paper, Computer Science & Engineering, India, Volume 3 Issue 12, December 2014
Pages: 1557 - 1561Survey of Travel Package Recommendation System
Parnika Patil, V. L. Kolhe
Similar Articles with Keyword 'interpersonal influence'
Downloads: 109
Review Papers, Computer Science & Engineering, India, Volume 3 Issue 12, December 2014
Pages: 1620 - 1624A Review on Personalized Approach for Solving Recommendation System Problems Combining User Interest and Social Circle
Sagar D. Kothimbire, M. S. Patole
Downloads: 113
Survey Paper, Computer Science & Engineering, India, Volume 4 Issue 11, November 2015
Pages: 2510 - 2513A Survey on Social Circle Influenced Personalized Recommendation System
Vishal J. Kadam, Vilas S. Gaikwad
Similar Articles with Keyword 'personalized recommendation'
Downloads: 99
Research Paper, Computer Science & Engineering, India, Volume 3 Issue 10, October 2014
Pages: 939 - 942A Novel Approach to Enhance Personalized Recommendation
G. Venkatesh, M. Sri Devi
Downloads: 109
Review Papers, Computer Science & Engineering, India, Volume 3 Issue 12, December 2014
Pages: 1620 - 1624A Review on Personalized Approach for Solving Recommendation System Problems Combining User Interest and Social Circle
Sagar D. Kothimbire, M. S. Patole
Similar Articles with Keyword 'Recommender'
Downloads: 68
Research Paper, Computer Science & Engineering, India, Volume 7 Issue 4, April 2018
Pages: 137 - 140Intelligent Health and Education Trust Recommendation System
Bhavin Rathod; Deepraj Sawant; Tejas Shetye; Silviya D'Monte
Downloads: 107
M.Tech / M.E / PhD Thesis, Computer Science & Engineering, India, Volume 4 Issue 3, March 2015
Pages: 2296 - 2300Clustering Tree based Implementation of Record Linkage on Many-to-Many Relation
V. Balvannanathan, R. Siva
Similar Articles with Keyword 'system'
Downloads: 176 | Monthly Hits: ⮙1
Research Paper, Computer Science & Engineering, Bangladesh, Volume 5 Issue 6, June 2016
Pages: 1523 - 1527Multifunctional Remote Controlled Robot Using Android Application
T. A. Mithu, T. S. Reddy
Downloads: 156
Research Paper, Computer Science & Engineering, India, Volume 6 Issue 11, November 2017
Pages: 338 - 384Managing Uncertainty in Supply Chain Operating Cost Using Genetic Algorithm
Dr. Niju P. Joseph, Dr. Priyanka Surendran
Similar Articles with Keyword 'Aware'
Downloads: 1
Student Project, Computer Science & Engineering, India, Volume 10 Issue 6, June 2021
Pages: 1717 - 1724Krashi Prabhandak (Agricultural Manager)
Prafful Mundra, A V Pavan Krishna, Swarnalatha P, Venkata Sumanth Kakollu
Downloads: 99
Survey Paper, Computer Science & Engineering, India, Volume 3 Issue 12, December 2014
Pages: 1486 - 1489Mobile Based Marketing System Using Privacy and Security Aware Location Based Rewarding System
Digvijay A. Patil, Yogesh B. Gurav
Similar Articles with Keyword 'Service'
Downloads: 1
Research Proposals or Synopsis, Computer Science & Engineering, India, Volume 10 Issue 6, June 2021
Pages: 705 - 706An Analysis on Voice Assistant
Shravankumar Jha
Downloads: 2
Survey Paper, Computer Science & Engineering, India, Volume 3 Issue 6, June 2014
Pages: 2786 - 2790Survey: Detection Schemes Against Selective Forwarding Attack
Harpal Singh, Vaibhav Pandey
Similar Articles with Keyword 'Recommendation'
Downloads: 1 | Weekly Hits: ⮙1 | Monthly Hits: ⮙1
Research Paper, Computer Science & Engineering, India, Volume 10 Issue 8, August 2021
Pages: 1068 - 1070Predicting the Course Knowledge Level of Students using Data Mining Techniques
Thapaswini P S
Downloads: 3
Research Paper, Computer Science & Engineering, India, Volume 10 Issue 5, May 2021
Pages: 1118 - 1123Music Recommendation System
Nipun Prakash Gupta, Durgesh Kumar
Similar Articles with Keyword 'interpersonal'
Downloads: 108
M.Tech / M.E / PhD Thesis, Computer Science & Engineering, India, Volume 9 Issue 7, July 2020
Pages: 1888 - 1890Spammer Detection and Identification on Social Network Using Machine Learning
Dr. Shameem Akhter, Noorain Saba
Downloads: 109
Review Papers, Computer Science & Engineering, India, Volume 3 Issue 12, December 2014
Pages: 1620 - 1624A Review on Personalized Approach for Solving Recommendation System Problems Combining User Interest and Social Circle
Sagar D. Kothimbire, M. S. Patole
Similar Articles with Keyword 'influence'
Downloads: 68 | Monthly Hits: ⮙1
Research Paper, Computer Science & Engineering, India, Volume 10 Issue 3, March 2021
Pages: 262 - 265Data Gathering Optimization Using ACO and Genetic Algorithm in WSN
Shabir Ur Rashid, Mrigana Walia
Downloads: 75
Review Papers, Computer Science & Engineering, India, Volume 3 Issue 11, November 2014
Pages: 1936 - 1938A Mining Method to Predict Patients DOSH
Ruchi Rathor, Pankaj Agarkar
Similar Articles with Keyword 'personalized'
Downloads: 99
Research Paper, Computer Science & Engineering, India, Volume 3 Issue 10, October 2014
Pages: 939 - 942A Novel Approach to Enhance Personalized Recommendation
G. Venkatesh, M. Sri Devi
Downloads: 104
Research Paper, Computer Science & Engineering, India, Volume 4 Issue 8, August 2015
Pages: 1640 - 1647Privacy Preservation Protection for Personalized Web User by k-Anonymity with Profile Construction for Web Search Engines
Uma Maheswari.T, Dr.V. Kavitha
Similar Articles with Keyword 'recommendation'
Downloads: 1 | Weekly Hits: ⮙1 | Monthly Hits: ⮙1
Research Paper, Computer Science & Engineering, India, Volume 10 Issue 8, August 2021
Pages: 1068 - 1070Predicting the Course Knowledge Level of Students using Data Mining Techniques
Thapaswini P S
Downloads: 3
Research Paper, Computer Science & Engineering, India, Volume 10 Issue 5, May 2021
Pages: 1118 - 1123Music Recommendation System
Nipun Prakash Gupta, Durgesh Kumar
Similar Articles with Keyword 'Personalize'
Downloads: 99
Research Paper, Computer Science & Engineering, India, Volume 3 Issue 10, October 2014
Pages: 939 - 942A Novel Approach to Enhance Personalized Recommendation
G. Venkatesh, M. Sri Devi
Downloads: 104
Research Paper, Computer Science & Engineering, India, Volume 4 Issue 8, August 2015
Pages: 1640 - 1647Privacy Preservation Protection for Personalized Web User by k-Anonymity with Profile Construction for Web Search Engines
Uma Maheswari.T, Dr.V. Kavitha
Similar Articles with Keyword 'interest'
Downloads: 108
Survey Paper, Computer Science & Engineering, India, Volume 5 Issue 7, July 2016
Pages: 1375 - 1390A Survey of Thinning Techniques on Two Dimensional Binary Images
Moumita Sarkar, Santanu Chatterjee
Downloads: 1
Research Paper, Computer Science & Engineering, India, Volume 10 Issue 6, June 2021
Pages: 1188 - 1193Profit Contribution of Bank Customer from Different Business Liabilities
Vinod Desai, Shalini B Ullagaddi, Vittal A Odeyar