Ontology-Based Advertisement Recommendation in Social Networks

被引:2
|
作者
Garcia-Sanchez, Francisco [1 ]
Antonio Garcia-Diaz, Jose [1 ]
Miguel Gomez-Berbis, Juan [2 ]
Valencia-Garcia, Rafael [1 ]
机构
[1] Univ Murcia, Fac Informat, Dept Informat & Sistemas, Murcia, Spain
[2] Univ Carlos III Madrid, Dept Informat, Leganes, Spain
关键词
Ontology; Recommender system; Advertisement; Social network; USER-INTEREST; SYSTEMS;
D O I
10.1007/978-3-319-94649-8_5
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
With the advent of the Web 2.0 era, a new source of a vast amount of data about users become available. Advertisement recommendation systems are among the applications that can benefit from these data since they can help gain a better understanding of the users' interests and preferences. However, new challenges emerge from the need to deal with heterogeneous data from disparate sources. Semantic technologies, in general, and ontologies, in particular, have proved effective for knowledge management and data integration. In this work, an ontology-based advertisement recommendation system that leverages the data produced by users in social networking sites is proposed.
引用
收藏
页码:36 / 44
页数:9
相关论文
共 50 条
  • [21] An ontology-based personalized target advertisement system on interactive TV
    Jongwoo Kim
    Sanggil Kang
    [J]. Multimedia Tools and Applications, 2013, 64 : 517 - 534
  • [22] Ontology-based Recommendation Involving Consumer Product Reviews
    Baizal, Z. K. A.
    Iskandar, Abdurrahman
    Nasution, Erliansyah
    [J]. 2016 4TH INTERNATIONAL CONFERENCE ON INFORMATION AND COMMUNICATION TECHNOLOGY (ICOICT), 2016,
  • [23] Ontology-based Context Modeling for Mobile Catering Recommendation
    Ai, Danxiang
    Zuo, Hui
    Yang, Jun
    [J]. NANOTECHNOLOGY AND PRECISION ENGINEERING, PTS 1 AND 2, 2013, 662 : 953 - +
  • [24] An Ontology-Based Herb Therapy Recommendation for Respiration System
    Chien, Hung-Yu
    Chen, Jian-Fan
    Chen, Yu-Yu
    Lin, Pei-Syuan
    Chang, Yi-Ting
    Chen, Rong-Chung
    [J]. ADVANCES IN INTELLIGENT INFORMATION HIDING AND MULTIMEDIA SIGNAL PROCESSING, PT I, 2018, 81 : 74 - 81
  • [25] Ontology-Based Security Recommendation for the Internet of Medical Things
    Alsubaei, Faisal
    Abuhussein, Abdullah
    Shiva, Sajjan
    [J]. IEEE ACCESS, 2019, 7 : 48948 - 48960
  • [26] An Ontology-based Approach on Intelligent Recommendation in Movie Field
    Nie Guihua
    Xia Huan
    Li Xiaofei
    [J]. PROCEEDINGS OF THE 6TH INTERNATIONAL CONFERENCE ON INNOVATION AND MANAGEMENT, VOLS I AND II, 2009, : 1489 - 1494
  • [27] Ontology-Based User Modeling for Handicraft Woman Recommendation
    Maalej, Maha
    Mtibaa, Achraf
    Gargouri, Faiez
    [J]. MODEL AND DATA ENGINEERING, MEDI 2014, 2014, 8748 : 138 - 145
  • [28] Ontology-based Learning Object Recommendation for Cognitive Considerations
    Han, Qiyan
    Gao, Feng
    Wang, Hu
    [J]. 2010 8TH WORLD CONGRESS ON INTELLIGENT CONTROL AND AUTOMATION (WCICA), 2010, : 2746 - 2750
  • [29] An Ontology-based Method for Sparsity Problem in Tag Recommendation
    Djuana, Endang
    Xu, Yue
    Li, Yuefeng
    Josang, Audun
    Cox, Clive
    [J]. ICEIS: PROCEEDINGS OF THE 15TH INTERNATIONAL CONFERENCE ON ENTERPRISE INFORMATION SYSTEMS - VOL 2, 2013, : 467 - 474
  • [30] Ontology-based TV Program Contents Retrieval and Recommendation
    Kim, Jung-Min
    Chung, Hyun-Sook
    [J]. 2013 19TH IEEE INTERNATIONAL CONFERENCE ON PARALLEL AND DISTRIBUTED SYSTEMS (ICPADS 2013), 2013, : 540 - 545