Skill ontology-based semantic model and its matching algorithm

被引:0
|
作者
Lv, Hexin [1 ]
Zhu, Bin [1 ]
机构
[1] Zhejiang Shuren Univ, Coll Informat Sci & Technol, Zhejiang, Peoples R China
关键词
semantic matching; online-recruitment; skill ontology; fuzzy evaluation;
D O I
暂无
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Ontology application for employment or HR management is becoming an increasingly important task with the development of semantic web technologies. With the expanding scale of online-recruitment, such failures as low search efficiency, precision ratio, and recall ratio emerge and become worse. According to the actual state, we propose an intelligent recruitment platform with a skill ontology-based semantic model and its matching algorithm, by which recruitment websites can automatically find the most appropriate job-seekers for a certain job post and positions for a job-seeker. This framework of semantic matching can also be applied to some other fields such as computer aided industry design and manufacturing information engineering.
引用
收藏
页码:876 / +
页数:2
相关论文
共 50 条
  • [1] Similarity Matching Algorithm for Ontology-Based Semantic Information Retrieval Model
    Gao, Qian
    PROCEEDINGS OF THE 10TH WORLD CONGRESS ON INTELLIGENT CONTROL AND AUTOMATION (WCICA 2012), 2012, : 758 - 763
  • [2] Ontology-Based Skill Matching Algorithms
    Petrican, Teodor
    Stan, Ciprian
    Antal, Marcel
    Salomie, Ioan
    Cioara, Tudor
    Anghel, Ionut
    2017 13TH IEEE INTERNATIONAL CONFERENCE ON INTELLIGENT COMPUTER COMMUNICATION AND PROCESSING (ICCP), 2017, : 205 - 211
  • [3] Study of ontology-based semantic matching of model function system
    Zhu Hong-Mei
    Liang Yong-Quan
    Lian Wen-Juar
    Tian Qi-jia
    Zhang Yong
    SNPD 2007: EIGHTH ACIS INTERNATIONAL CONFERENCE ON SOFTWARE ENGINEERING, ARTIFICIAL INTELLIGENCE, NETWORKING, AND PARALLEL/DISTRIBUTED COMPUTING, VOL 1, PROCEEDINGS, 2007, : 600 - +
  • [4] FOMatch: A Fuzzy Ontology-based Semantic Matching Algorithm of Publish/Subscribe Systems
    Zhang, Weiwei
    Ma, Jiangang
    Ye, Dan
    2008 INTERNATIONAL CONFERENCE ON COMPUTATIONAL INTELLIGENCE FOR MODELLING CONTROL & AUTOMATION, VOLS 1 AND 2, 2008, : 111 - 117
  • [5] Ontology-based Semantic Matching for Business Process Management
    Kim, Gunwoo
    Suh, Yongmoo
    DATA BASE FOR ADVANCES IN INFORMATION SYSTEMS, 2010, 41 (04): : 98 - 118
  • [6] Supporting ontology-based semantic matching of web services in MoviLog
    Mateos, Cristian
    Crasso, Marco
    Zunino, Alejandro
    Campo, Marcelo
    ADVANCES IN ARTIFICIAL INTELLIGENCE - IBERAMIA-SBIA 2006, PROCEEDINGS, 2006, 4140 : 390 - 399
  • [7] Ontology-based semantic representation for model resources
    Zhu, Hongmei
    Ji, Shujuan
    Liang, Yongquan
    Tian, Qijia
    Proceedings of 2006 International Conference on Artificial Intelligence: 50 YEARS' ACHIEVEMENTS, FUTURE DIRECTIONS AND SOCIAL IMPACTS, 2006, : 513 - 517
  • [8] Ontology-based semantic matching in distributed Active data warehouse
    Hu, Hua
    Ji, Lidan
    Xu, Bin
    Yuan, Chenxiang
    DCABES 2006 PROCEEDINGS, VOLS 1 AND 2, 2006, : 160 - 164
  • [9] An Ontology-Based Semantic Similarity Computation Model
    Yang, Yuehua
    Ping, Yuan
    2018 IEEE INTERNATIONAL CONFERENCE ON BIG DATA AND SMART COMPUTING (BIGCOMP), 2018, : 561 - 564
  • [10] An Ontology-based Semantic Clustering Algorithm for Accounting Text
    Jiang, Yanhui
    Li, Mo
    Yao, Kaohua
    INTERNATIONAL JOURNAL OF APPLIED MATHEMATICS & STATISTICS, 2013, 43 (13): : 59 - 67