M.Tech / M.E / PhD Thesis | Computer Science & Engineering | India | Volume 4 Issue 12, December 2015
Recommending Friends on Social Network with Artificial Intelligence Approach
Akram Shaikh, Sandeep Khanna
In this smart world to connect from the world we use social network. In the old times the people used be friend with their neighbors colleagues and any other person related to them. When the people shifted to the social networking the domain of friends increased a lot and a most important feature is the friend recommendation as the system suggests friends to the used based on the mutual friends, this technique is called as the social graphs. Social graphs may or may not be the most appropriate technique to reflect a users preferences on friend selection as such type of friend selection is not done in real world. In this project we present an AI based friend recommendation system for social networks, which recommends friends to users based on their life styles instead of social graphs. It majorly takes the advantage of users Post Comments and profile, all these are rich in information. It discovers the lifestyle of the user from user-centric data and measures the similarity with the other users and we recommend them. If the average of the similarity is greater than the mean of similarities. AI based Friend recommendation system returns a list of people with highest recommendation scores to the query user. The results show that the recommendations accurately reflect the preferences of users in choosing friends.
Keywords: Friend recommendation, Artificial Intelligence, social networks, life style, jaccard distance
Edition: Volume 4 Issue 12, December 2015
Pages: 1458 - 1462
How to Cite this Article?
Akram Shaikh, Sandeep Khanna, "Recommending Friends on Social Network with Artificial Intelligence Approach", International Journal of Science and Research (IJSR), https://www.ijsr.net/search_index_results_paperid.php?id=NOV152104, Volume 4 Issue 12, December 2015, 1458 - 1462
94 PDF Views | 80 PDF Downloads
Similar Articles with Keyword 'Friend recommendation'
Review Papers, Computer Science & Engineering, India, Volume 3 Issue 11, November 2014
Pages: 747 - 749A Survey of Friendbook Recommendation Services
Pankaj L. Pingate, S. M. Rokade
M.Tech / M.E / PhD Thesis, Computer Science & Engineering, India, Volume 4 Issue 12, December 2015
Pages: 1458 - 1462Recommending Friends on Social Network with Artificial Intelligence Approach
Akram Shaikh, Sandeep Khanna
M.Tech / M.E / PhD Thesis, Computer Science & Engineering, India, Volume 5 Issue 1, January 2016
Pages: 1156 - 1161Social Network Friend Recommendation System Using Semantic Web
Pankaj Pingate, S. M. Rokade
Research Paper, Computer Science & Engineering, India, Volume 4 Issue 11, November 2015
Pages: 1699 - 1701FriendBook+: An Activity Based Friend Recommendation System for Social Networks
Bhavya.K
Survey Paper, Computer Science & Engineering, India, Volume 4 Issue 10, October 2015
Pages: 1356 - 1358A Survey Paper on FriendFinder: A Lifestyle based Friend Recommender App for Smart Phone Users
Chinar Bhandari, Asst Prof. M.D Ingle
Similar Articles with Keyword 'Artificial Intelligence'
Research Paper, Computer Science & Engineering, India, Volume 9 Issue 11, November 2020
Pages: 457 - 461Artificial Intelligence for Hiring
Ishan Borker, Ashok Veda
Research Paper, Computer Science & Engineering, India, Volume 9 Issue 12, December 2020
Pages: 1317 - 1319A Survey on Usage of Artificial Intelligence Algorithm in Efficiency of WSN
Chaitanya Sharma
Survey Paper, Computer Science & Engineering, India, Volume 4 Issue 5, May 2015
Pages: 3271 - 3274A Review of Captcha and Graphical Passwords to Enhance Security and Usability to Next Level
Vikas K. Kolekar, Milindkumar. B. Vaidya
M.Tech / M.E / PhD Thesis, Computer Science & Engineering, India, Volume 4 Issue 12, December 2015
Pages: 1458 - 1462Recommending Friends on Social Network with Artificial Intelligence Approach
Akram Shaikh, Sandeep Khanna
Review Papers, Computer Science & Engineering, India, Volume 5 Issue 11, November 2016
Pages: 1892 - 1896Review on Gait Recognition Using Artificial Intelligence
Drishty, Jasmeen Gill
Similar Articles with Keyword 'social networks'
Review Papers, Computer Science & Engineering, India, Volume 3 Issue 11, November 2014
Pages: 2267 - 2274Two Accounts of Solitude in Online Communal Networks
Alla Venu Gopal, G. Srinivasa Reddy
Research Paper, Computer Science & Engineering, India, Volume 3 Issue 6, June 2014
Pages: 1384 - 1390Sherpa - Experts Social Network
Sangramsingh M Ghatage, Siddharth K Gaikwad
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
M.Tech / M.E / PhD Thesis, Computer Science & Engineering, India, Volume 5 Issue 6, June 2016
Pages: 1709 - 1713Rider: A Multi Layer Framework for Road Condition Estimation
Sona P, Divya M
Research Paper, Computer Science & Engineering, India, Volume 4 Issue 2, February 2015
Pages: 1127 - 1129Trust Checking in Social Networks Using Data Mining
Archa.S
Similar Articles with Keyword 'life style'
Research Paper, Computer Science & Engineering, India, Volume 5 Issue 1, January 2016
Pages: 1652 - 1658Multiple Instruction Multiple Data (MIMD) Implementation on Clusters of Terminals
Sudhir Kumar Meesala, Dr. Pabitra Mohan Khilar, Dr. A. K. Shrivastava
Review Papers, Computer Science & Engineering, India, Volume 3 Issue 11, November 2014
Pages: 747 - 749A Survey of Friendbook Recommendation Services
Pankaj L. Pingate, S. M. Rokade
M.Tech / M.E / PhD Thesis, Computer Science & Engineering, India, Volume 4 Issue 12, December 2015
Pages: 1458 - 1462Recommending Friends on Social Network with Artificial Intelligence Approach
Akram Shaikh, Sandeep Khanna
M.Tech / M.E / PhD Thesis, Computer Science & Engineering, India, Volume 5 Issue 1, January 2016
Pages: 1156 - 1161Social Network Friend Recommendation System Using Semantic Web
Pankaj Pingate, S. M. Rokade
Research Paper, Computer Science & Engineering, India, Volume 5 Issue 3, March 2016
Pages: 2169 - 2172Prediction of Bone Loss Rate Based on Oesteoporosis Risk Features
M. Saranya, Dr. K.Sarojini