Fuzzy Logic Based Expert System for Students' Performance Evaluation

被引:0
|
作者
Meenakshi [1 ]
Nagar, Pankaj [2 ]
机构
[1] Guru Gobind Singh Indraprastha Univ New Delhi, Jagannath Int Management Sch, Delhi, India
[2] Univ Rajasthan, Dept Stat, Jaipur, Rajasthan, India
来源
2015 2ND INTERNATIONAL CONFERENCE ON COMPUTING FOR SUSTAINABLE GLOBAL DEVELOPMENT (INDIACOM) | 2015年
关键词
Student performance assessment; Student evaluation; Fuzzy logic; Expert System; Fuzzy System;
D O I
暂无
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
In this paper an expert system using fuzzy logic has been proposed for evaluating performance of students of a regular degree course. This system explains the identification of three most important parameters attendance, internal assessment and external assessment for input of the result of a student and fuzzification of the parameters by fuzzy inference rules and then finding the final result as output and defuzzifying the output.
引用
收藏
页码:803 / 808
页数:6
相关论文
共 50 条
  • [1] Application of Expert System with Fuzzy Logic in Teachers` Performance Evaluation
    Khan, Abdur Rashid
    Amin, Hafeez Ullah
    Rehman, Zia Ur
    INTERNATIONAL JOURNAL OF ADVANCED COMPUTER SCIENCE AND APPLICATIONS, 2011, 2 (02) : 51 - 57
  • [2] Fuzzy Rule Based Students' Performance Analysis Expert System
    Kaur, Parwinder
    Agrawal, Prateek
    Singh, Sanjay Kumar
    Jain, Leena
    PROCEEDINGS OF THE 2014 INTERNATIONAL CONFERENCE ON ISSUES AND CHALLENGES IN INTELLIGENT COMPUTING TECHNIQUES (ICICT), 2014, : 100 - 105
  • [3] Fuzzy logic system for students' evaluation
    Montero, JA
    Alsina, RM
    Morán, JA
    Cid, M
    COMPUTATIONAL INTELLIGENCE AND BIOINSPIRED SYSTEMS, PROCEEDINGS, 2005, 3512 : 1246 - 1253
  • [4] How Expert is EXPERT for Fuzzy Logic-Based System!
    Bhole, Kalyani
    Agashe, Sudhir
    Wadgaonkar, Jagannath
    INTERNATIONAL PROCEEDINGS ON ADVANCES IN SOFT COMPUTING, INTELLIGENT SYSTEMS AND APPLICATIONS, ASISA 2016, 2018, 628 : 29 - 36
  • [5] Students' Performance Evaluation Using Fuzzy Logic
    Ingoley, Shilpa N.
    Bakal, J. W.
    3RD NIRMA UNIVERSITY INTERNATIONAL CONFERENCE ON ENGINEERING (NUICONE 2012), 2012,
  • [6] A Development of Fuzzy Logic Expert-Based Recommender System for Improving Students' Employability
    Casuat, Cherry D.
    Isira, Ahmad Sadhiqin Mohd
    Festijo, Enrique D.
    Alon, Alvin Sarraga
    Mindoro, Jennalyn N.
    Susa, Julie Ann B.
    2020 11TH IEEE CONTROL AND SYSTEM GRADUATE RESEARCH COLLOQUIUM (ICSGRC), 2020, : 59 - 62
  • [7] A Novel Expert Evaluation Methodology Based on Fuzzy Logic
    Salmi, Khalid
    Magrez, Hamid
    Ziyyat, Abdelhak
    INTERNATIONAL JOURNAL OF EMERGING TECHNOLOGIES IN LEARNING, 2019, 14 (11): : 160 - 173
  • [8] Network forensics based on fuzzy logic and expert system
    Liao, Niandong
    Tian, Shengfeng
    Wang, Tinghua
    COMPUTER COMMUNICATIONS, 2009, 32 (17) : 1881 - 1892
  • [9] A fuzzy logic based expert system as a network forensics
    Kim, JS
    Kim, DG
    Noh, BN
    2004 IEEE INTERNATIONAL CONFERENCE ON FUZZY SYSTEMS, VOLS 1-3, PROCEEDINGS, 2004, : 879 - 884
  • [10] Quality evaluation of restored soils with a fuzzy logic expert system
    Kaufmann, Manfred
    Tobias, Silvia
    Schulin, Rainer
    GEODERMA, 2009, 151 (3-4) : 290 - 302