본문 바로가기
KERD
논문KCI 등재

A Friend Recommendation Scheme in Social Network Environments

2

조회

0

다운로드

0

인용

0

참고문헌

키워드

주제분류컴퓨터학

초록

In this paper, we propose a friend recommendation scheme that takes into consideration the attribute information of a POI and a user’s movement patterns. The proposed scheme broadly consists of a part that filters out other users who have different preferences by calculating preferences using the attribute information of users and a part that finds a moving trajectory close to that of a user with a pattern-matching scheme. To verify the superiority of the proposed scheme, we compare it with existing schemes through various performance evaluations.

Abstract

In this paper, we propose a friend recommendation scheme that takes into consideration the attribute information of a POI and a user’s movement patterns. The proposed scheme broadly consists of a part that filters out other users who have different preferences by calculating preferences using the attribute information of users and a part that finds a moving trajectory close to that of a user with a pattern-matching scheme. To verify the superiority of the proposed scheme, we compare it with existing schemes through various performance evaluations.

참고문헌 (11)

  1. R. Akhtar, "Architecture of Hybrid Mobile Social Networks for Efficient Content Delivery", Wireless Personal Communications, 80(1), pp.85~96 (2015)
  2. B. Fan, "GPS: A method for data sharing in Mobile Social Networks", Proc. Networking Conference, pp.1~9 (2014)
  3. J. Ying, "Mining User Similarity from Semantic Trajectories", Proc. International Workshop on Location Based Social Networks, pp.19~26 (2010)
  4. N. V. Spirin, "People Search within an Online Social Network:Large Scale Analysis of Facebook Graph Search Query Logs", Proc. International Conference on Conference on Information and Knowledge Management, pp.1009~1018 (2014)
  5. X. Xie, "Potential Friend Recommendation in Online Social Network", Proc. IEEE, 2010, 831~835
  6. Z. Zhe, "A Method of Visualizing Friends Relations and Recommending Groups in Online Social Network", Proc. International Conference on Fuzzy Systems and Knowledge Discovery, pp.836~839 (2012)
  7. J. Cao, "A Study of Users' Movements Based on Check-In Data in Location-Based Social Networks", Proc. International Symposium on Web and Wireless Geographical Information Systems, pp.54~66 (2014)
  8. J. Bao, "Location-based and preference-aware recommendation using sparse geosocial networking data", Proc. International Conference on Advances in Geographic Information Systems, pp.199~208 (2012)
  9. X. Yu, "Geo-Friends Recommendation in GPS-based Cyber-physical Social Network", Proc. International Conference on Advances in Social Networks Analysis and Mining, pp.361~368 (2011)
  10. H. Yoon, "Smart Itinerary Recommendation Based on User-Generated GPS Trajectories", Proc. International Conference on Ubiquitous Intelligence and Computing, pp.19~34 (2010)
  11. X. Xiao, "Finding Similar Users Using Category-Based Location History", Proc. ACM SIGSPATIAL International Symposium on Advances in Geographic Information Systems, pp.442~445 (2010)

관련 논문AI추천

이 간행물의 다른 논문 (9건)