Friend Recommendation Based on Mobile Crowdsensing in Social Networks

被引:0
|
作者
Chen, Tzung-Shi [1 ]
Syu, Song-Wei [1 ]
机构
[1] Natl Univ Tainan, Dept Comp Sci & Informat Engn, Tainan, Taiwan
关键词
Bluetooth Low Energy; Crowdsensing; Friend Recommendation; Online Social Networks; Proximity Sensing;
D O I
10.23919/apnoms50412.2020.9236783
中图分类号
TN [电子技术、通信技术];
学科分类号
0809 ;
摘要
Online Social Network is booming with the development of the hardware and the popularity of the Internet in recent years. Users can invite friends through other users and become friends after consent of each other to share their living information. Here, crowdsensing is adopted by using Bluetooth Low Energy attached on mobile phones to collect proximity sensing information. The online social network data from users is extracted, such as expanding co-friend relationship, establishing a relationship chain through the interaction between friends. In this paper, a strategy is proposed to explore the co-friend's affinity incurring the relationship with common preferences for potential users. The friend recommended weighting strategy is derived to make a recommendation of friends among virtual and real communities. Moreover, the system is designed and implemented to realize in the actual environment and to analyze the data to prove the strategy which helps to find potential friends among users.
引用
收藏
页码:191 / 196
页数:6
相关论文
共 50 条
  • [1] Friend Recommendation for Location-Based Mobile Social Networks
    Chu, Cheng-Hao
    Wu, Wan-Chuen
    Wang, Cheng-Chi
    Chen, Tzung-Shi
    Chen, Jen-Jee
    2013 SEVENTH INTERNATIONAL CONFERENCE ON INNOVATIVE MOBILE AND INTERNET SERVICES IN UBIQUITOUS COMPUTING (IMIS 2013), 2013, : 365 - 370
  • [2] Social Learning Based Inference for Crowdsensing in Mobile Social Networks
    Meng, Yue
    Jiang, Chunxiao
    Quek, Tony Q. S.
    Han, Zhu
    Ren, Yong
    IEEE TRANSACTIONS ON MOBILE COMPUTING, 2018, 17 (08) : 1966 - 1979
  • [3] Location-based Social Networks Data for Mobile Crowdsensing
    Jaimes, Luis G.
    Calderon, Juan M.
    2018 IEEE 8TH ANNUAL COMPUTING AND COMMUNICATION WORKSHOP AND CONFERENCE (CCWC), 2018, : 690 - 694
  • [4] Friend Recommendation Algorithm Based on Location-Based Social Networks
    Lin, Kunhui
    Chen, Yating
    Li, Xiang
    Wu, Qingfeng
    Xu, Zhentuan
    PROCEEDINGS OF 2016 IEEE 7TH INTERNATIONAL CONFERENCE ON SOFTWARE ENGINEERING AND SERVICE SCIENCE (ICSESS 2016), 2016, : 233 - 236
  • [5] Trust Evaluation Based Friend Recommendation in Proximity Based Mobile Social Network
    Abbas, Fizza
    Rajput, Ubaidullah
    Eun, Hasoo
    Ha, Dongsoo
    Moon, Taeseon
    Jin, Wenhui
    Back, Hyunjun
    Jo, Honglae
    Bang, Sul
    Ryu, Seung-Ho
    Oh, Heekuck
    COMPUTATIONAL SOCIAL NETWORKS, CSONET 2016, 2016, 9795 : 158 - 169
  • [6] Friend Recommendation Algorithm for Online Social Networks Based on Location Preference
    Wu, Manfang
    Wang, Zhanquan
    Sun, Haoran
    Hu, HaiLong
    2016 3RD INTERNATIONAL CONFERENCE ON INFORMATION SCIENCE AND CONTROL ENGINEERING (ICISCE), 2016, : 379 - 385
  • [7] Friendbook: A Semantic-Based Friend Recommendation System for Social Networks
    Wang, Zhibo
    Liao, Jilong
    Cao, Qing
    Qi, Hairong
    Wang, Zhi
    IEEE TRANSACTIONS ON MOBILE COMPUTING, 2015, 14 (03) : 538 - 551
  • [8] Shortest Path Based Potential Common Friend Recommendation in Social Networks
    Tian, Xiuxia
    Song, Yangli
    Wang, Xiaoling
    Gong, Xueqing
    SECOND INTERNATIONAL CONFERENCE ON CLOUD AND GREEN COMPUTING / SECOND INTERNATIONAL CONFERENCE ON SOCIAL COMPUTING AND ITS APPLICATIONS (CGC/SCA 2012), 2012, : 541 - 548
  • [9] Friend and POI recommendation based on social trust cluster in location-based social networks
    Jinghua Zhu
    Chao Wang
    Xu Guo
    Qian Ming
    Jinbao Li
    Yong Liu
    EURASIP Journal on Wireless Communications and Networking, 2019
  • [10] Friend and POI recommendation based on social trust cluster in location-based social networks
    Zhu, Jinghua
    Wang, Chao
    Guo, Xu
    Ming, Qian
    Li, Jinbao
    Liu, Yong
    EURASIP JOURNAL ON WIRELESS COMMUNICATIONS AND NETWORKING, 2019, 2019 (1)