Personality Traits based friend recommender system in social network
Main Article Content
Abstract
Friend Recommender System is an important part for any social networking site. These days’ social
networking sites gaining more popularity. Due to popularity, many Friends Recommender systems have
been proposed. Most of the proposed systems are homophily based systems. Homophily is the proclivity to
associate and bond with similar others. These systems recommend people based on common feature we
share with them as friends. Friend recommender system based on homophily is accurate when common
feature is physical or social. Physical or social features are like age, race, job, location, lifestyle etc. To
recommend friends based on user personalities, personality traits-based friend recommender system in social
network is proposed. The proposed method is different from homophily based friend recommender
system,given personality typedoes not necessarily mean that you are compatible with users with same
personality traits. Therefore, we present a friend recommender system based on personality traits, in which
friend recommendation process based on personality traits. A personality based social network is designed
to evaluate proposed method. The proposed method yields better results than collaborative filtering and
other friend recommender systems like content-based friend recommendation system.
Downloads
Metrics
Article Details
You are free to:
- Share — copy and redistribute the material in any medium or format for any purpose, even commercially.
- Adapt — remix, transform, and build upon the material for any purpose, even commercially.
- The licensor cannot revoke these freedoms as long as you follow the license terms.
Under the following terms:
- Attribution — You must give appropriate credit , provide a link to the license, and indicate if changes were made . You may do so in any reasonable manner, but not in any way that suggests the licensor endorses you or your use.
- No additional restrictions — You may not apply legal terms or technological measures that legally restrict others from doing anything the license permits.
Notices:
You do not have to comply with the license for elements of the material in the public domain or where your use is permitted by an applicable exception or limitation .
No warranties are given. The license may not give you all of the permissions necessary for your intended use. For example, other rights such as publicity, privacy, or moral rights may limit how you use the material.
