TOWARDS A RECOMMENDATION SYSTEM FOR AN EDUCATIONAL PROFILE IN SYSTEMS ENGINEERING

被引：0
|
作者：
Opranescu, Veronica [1 ]
Ionita, Anca Daniela [1 ]
机构：
[1] Natl Univ Sci & Technol POLITEHNICA Bucharest, Automat & Ind Informat Dept, Bucharest, Romania
来源：
UNIVERSITY POLITEHNICA OF BUCHAREST SCIENTIFIC BULLETIN SERIES C-ELECTRICAL ENGINEERING AND COMPUTER SCIENCE | 2024年 / 86卷 / 01期
关键词：
engineering education; chatbot; recommendation system;
D O I：
暂无
中图分类号：
TM [电工技术]; TN [电子技术、通信技术];
学科分类号：
0808 ; 0809 ;
摘要：
Students need to personalize their educational profile and usually find disparate information from various sources. Our aim is to integrate smart campus concepts and provide a recommendation system for bachelor students, using cloud services. The resulted assistant uses a chatbot to provide decision support and recommend the most appropriate specialization according to the students' profile, as well as a long-term educational, including ideas for master's programmes to continue their educational journey. The training was done by collecting data from real users and also by synthetic data generation.
引用
收藏
页码：19 / 30
页数：12
相关论文
共 50 条
  • [1] TOWARDS A RECOMMENDATION SYSTEM FOR AN EDUCATIONAL PROFILE IN SYSTEMS ENGINEERING
    Opranescu, Veronica
    Ionita, Anca Daniela
    [J]. UPB Scientific Bulletin, Series C: Electrical Engineering and Computer Science, 2024, 86 (01): : 19 - 30
  • [2] Moving Towards Standardization for System of Systems Engineering
    Dahmann, Judith
    Roedler, Garry
    [J]. 2016 11TH SYSTEMS OF SYSTEM ENGINEERING CONFERENCE (SOSE), IEEE, 2016,
  • [3] Recommendation Systems for Software Engineering
    Robillard, Martin P.
    Walker, Robert J.
    Zimmermann, Thomas
    [J]. IEEE SOFTWARE, 2010, 27 (04) : 80 - 86
  • [4] SYSTEMS ENGINEERING STUDY OF A NATIONAL EDUCATIONAL TV SYSTEM
    STEINHAR.E
    [J]. ASTRONAUTICA ACTA, 1969, 14 (04): : 368 - &
  • [5] Towards Visualization Recommendation Systems
    Vartak, Manasi
    Huang, Silu
    Siddiqui, Tarique
    Madden, Samuel
    Parameswaran, Aditya
    [J]. SIGMOD RECORD, 2016, 45 (04) : 34 - 39
  • [6] THE ENGINEERING OF SYSTEM AND ITS EVOLUTION TOWARDS ARCHITECTURE OF SYSTEMS
    Serna Montoya, Edgar
    [J]. REVISTA DIGITAL LAMPSAKOS, 2009, (02): : 96 - 105
  • [7] Towards Unified Graphical Modeling of System of Systems Engineering
    Koubeissi, Ahmad
    Merzouki, Rochdi
    [J]. 2019 6TH INTERNATIONAL CONFERENCE ON CONTROL, DECISION AND INFORMATION TECHNOLOGIES (CODIT 2019), 2019, : 1580 - 1586
  • [8] Usage Profile based Recommendation system
    Thiyagarajan, R.
    Thangavel, K.
    Rathipriya, R.
    [J]. 2014 INTERNATIONAL CONFERENCE ON INTELLIGENT COMPUTING APPLICATIONS (ICICA 2014), 2014, : 382 - 386
  • [9] Developments in Educational Recommendation Systems: a systematic review
    Ramos Pinho, Paulo Cesar
    Barwaldt, Regina
    Espindola, Dunubia
    Torres, Marcio
    Pias, Marcelo
    Topin, Luiz
    Borba, Albano
    Oliveira, Myke
    [J]. 2019 IEEE FRONTIERS IN EDUCATION CONFERENCE (FIE 2019), 2019,
  • [10] Personalized Recommendation Strategies in Mobile Educational Systems
    Noor, Rizwana
    Khan, Farman Ali
    [J]. 2016 SIXTH INTERNATIONAL CONFERENCE ON INNOVATIVE COMPUTING TECHNOLOGY (INTECH), 2016, : 435 - 440
12345