Efficient Data Mining Model for Question Retrieval and Question Analytics Using Semantic Web Framework in Smart E-learning Environment

被引:0
|
作者
Sengupta, Subhabrata [1 ]
Banerjee, Anish [1 ]
Chakrabarti, Satyajit [2 ]
机构
[1] Inst Engn & Management, Informat Technol, Kolkata, India
[2] Inst Engn & Management, Comp Sci Engn, Kolkata, India
关键词
data mining; deep learning; smart and automated information re-trieval mechanism; weight-age determination; KEYWORD EXTRACTION;
D O I
10.3991/ijet.v17i01.25909
中图分类号
G40 [教育学];
学科分类号
040101 ; 120403 ;
摘要
In the field of Information recovery, the fundamental target is to discover important just as most applicable data concerning a few questions. However, the essential issue regarding recuperation has reliably been, that the request an area is enormous so much that it has gotten very difficult to recuperate applicable information capably. In any case, with the latest progressions in profound learning and AI models, calculations, applications brilliant and computerized data recovery component matched with text examination to decide different characterizing boundaries alongside intricacy and weight-age assurance of inquiries. By focusing, the cutoff points and hardships, like CPU cost, efficiency, automation and congruity, we have assigned our information recuperation structure particularly towards Academic Institutional Domain to consider the interest of various association related inquiries. The aim is to make an efficient data mining and analytical model that can automate an efficient question retrieval and analysis for complexity and weight-age determination.
引用
收藏
页码:4 / 17
页数:14
相关论文
共 50 条
  • [1] Relevant Influence of Semantic Web Framework on Smart E-Learning Environment
    Sengupta, Subhabrata
    Banerjee, Anish
    Chakrabarti, Satyajit
    [J]. INTERNATIONAL JOURNAL OF EMERGING TECHNOLOGIES IN LEARNING, 2021, 16 (17) : 177 - 190
  • [2] Enhanced semantic question answering system for E-learning environment
    Wang, Ying-Hong
    Wang, Wen-Nan
    Huang, Chu-Chi
    [J]. 21ST INTERNATIONAL CONFERENCE ON ADVANCED NETWORKING AND APPLICATIONS WORKSHOPS/SYMPOSIA, VOL 2, PROCEEDINGS, 2007, : 1023 - +
  • [3] Learning Analytics or Educational Data Mining? This is the Question ...
    Marcu, Daniela
    Danubianu, Mirela
    [J]. BRAIN-BROAD RESEARCH IN ARTIFICIAL INTELLIGENCE AND NEUROSCIENCE, 2019, 10 : 1 - 14
  • [4] Implementation of Semantic Web Mining on E-Learning
    Mustapasa, Oguz
    Karahoca, Dilek
    Karahoca, Adem
    Yucel, Ahmet
    Uzunboylu, Huseyin
    [J]. INNOVATION AND CREATIVITY IN EDUCATION, 2010, 2 (02): : 5820 - 5823
  • [5] A Semantic Web-Based Framework for Information Retrieval in E-Learning Systems
    Sowunmi, Olaperi Yeside
    Misra, Sanjay
    Omoregbe, Nicholas
    Damasevicius, Robertas
    Maskeliunas, Rytis
    [J]. DATA SCIENCE AND ANALYTICS, 2018, 799 : 96 - 106
  • [6] Educational Data Mining and Big Data Framework for e-Learning Environment
    Udupi, Prakash Kumar
    Sharma, Nisha
    Jha, S. K.
    [J]. 2016 5TH INTERNATIONAL CONFERENCE ON RELIABILITY, INFOCOM TECHNOLOGIES AND OPTIMIZATION (TRENDS AND FUTURE DIRECTIONS) (ICRITO), 2016, : 258 - 261
  • [7] A framework for using web usage mining to personalise e-learning
    Ba-Omar, Hafidh
    Petrounias, Ifias
    Anwar, Fahad
    [J]. 7TH IEEE INTERNATIONAL CONFERENCE ON ADVANCED LEARNING TECHNOLOGIES, PROCEEDINGS, 2007, : 937 - +
  • [8] Quality Analytics Framework for E-Learning Application Environment
    Nanduri, Satyanarayana
    Babu, Nelaturu Sarat Chandra
    Jain, Sandesh
    Sharma, Vaibhav
    Garg, Vikas
    Rajshekar, A. P.
    Rangi, Vikas
    [J]. 2012 IEEE FOURTH INTERNATIONAL CONFERENCE ON TECHNOLOGY FOR EDUCATION (T4E), 2012, : 204 - 207
  • [9] Using semantic web technology for e-learning
    Brussee, R
    Alberink, M
    Veenstra, M
    [J]. 6TH WORLD MULTICONFERENCE ON SYSTEMICS, CYBERNETICS AND INFORMATICS, VOL II, PROCEEDINGS: CONCEPTS AND APPLICATIONS OF SYSTEMICS, CYBERNETICS AND INFORMATICS I, 2002, : 448 - 451
  • [10] e-LION: Data integration semantic model to enhance predictive analytics in e-Learning
    Paneque, Manuel
    del Mar Roldan-Garcia, Maria
    Garcia-Nieto, Jose
    [J]. EXPERT SYSTEMS WITH APPLICATIONS, 2023, 213