Recruitment Recommendation System Based on Fuzzy Measure and Indeterminate Integral

被引:0
|
作者
Yin, Xin [1 ]
Song, Jinjie [1 ]
机构
[1] Tianjin Univ Technol, Tianjin Key Lab Intelligence Comp & Novel Softwar, Tianjin 300384, Peoples R China
关键词
Non-additive Measure; Indeterminate Integral; Recommendation System;
D O I
10.1063/1.4992958
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
In this study, we propose a comprehensive evaluation approach based on indeterminate integral. By introducing the related concepts of indeterminate integral and their formulas into the recruitment recommendation system, we can calculate the suitability of each job for different applicants with the defined importance for each criterion listed in the job advertisements, the association between different criteria and subjective assessment as the prerequisite. Thus we can make recommendations to the applicants based on the score of the suitability of each job from high to low. In the end, we will exemplify the usefulness and practicality of this system with samples.
引用
收藏
页数:4
相关论文
共 50 条
  • [31] AN ADAPTIVE HESITANT FUZZY SETS BASED GROUP RECOMMENDATION SYSTEM
    Jayaraman, Rohith
    Subramaniyaswamy, V.
    Ravi, Logesh
    MALAYSIAN JOURNAL OF COMPUTER SCIENCE, 2020, : 124 - 139
  • [32] Hybrid Recommendation System based on Collaborative Filtering and Fuzzy Numbers
    Pinto, Miguel A. G.
    Tanscheit, Ricardo
    Vellasco, Marley
    2012 IEEE INTERNATIONAL CONFERENCE ON FUZZY SYSTEMS (FUZZ-IEEE), 2012,
  • [33] Fuzzy-Based Recommendation System for University Major Selection
    Alghamdi, Shaima
    Alzhrani, Nada
    Algethami, Haneen
    IJCCI: PROCEEDINGS OF THE 11TH INTERNATIONAL JOINT CONFERENCE ON COMPUTATIONAL INTELLIGENCE, 2019, : 317 - 324
  • [34] A Fuzzy-based Recommendation System for Cloud Accounting Service
    Gao, Xu
    Yu, Chunxia
    2016 13TH INTERNATIONAL CONFERENCE ON SERVICE SYSTEMS AND SERVICE MANAGEMENT, 2016,
  • [35] A Fuzzy Logic Based Recommendation System for Classified Advertisement Websites
    Shard, Umar
    Kamal, Md. Rafik
    Rahman, Rashedur M.
    ARTIFICIAL INTELLIGENCE TRENDS IN INTELLIGENT SYSTEMS, CSOC2017, VOL 1, 2017, 573 : 249 - 261
  • [36] Fuzzy Based Medicine Recommendation System - an example of Thyroid Medicine
    Kumari, Pooja
    Sharma, Shilpa
    PROCEEDINGS OF THE THIRD INTERNATIONAL CONFERENCE ON ADVANCED INFORMATICS FOR COMPUTING RESEARCH (ICAICR '19), 2019,
  • [37] Strong integral of multifunctions relative to a fuzzy measure
    Croitoru, Anca
    FUZZY SETS AND SYSTEMS, 2014, 244 : 20 - 33
  • [38] Choquet fuzzy integral based modeling of nonlinear system
    Department of Instrumentation and Control Engineering, N.S.I.T., Sector-3, Dwarka, New Delhi 110058, India
    不详
    不详
    Appl. Soft Comput. J., 2 (839-848):
  • [39] Choquet fuzzy integral based modeling of nonlinear system
    Srivastava, Smriti
    Singh, Madhusudan
    Madasu, Vamsi K.
    Hanmandlu, M.
    APPLIED SOFT COMPUTING, 2008, 8 (02) : 839 - 848
  • [40] Atanassov's intuitionistic fuzzy measure based on the Sugeno integral induced by (α, β)-cut
    Khan, Mohd Shoaib
    Lohani, Q. M. Danish
    2020 IEEE INTERNATIONAL CONFERENCE ON FUZZY SYSTEMS (FUZZ-IEEE), 2020,