Scientific and Educational Recommender Systems

被引:2
|
作者
Guseva, A. I. [1 ]
Kireev, V. S. [1 ]
Bochkarev, P. V. [1 ]
Kuznetsov, I. A. [1 ]
Philippov, S. A. [1 ]
机构
[1] Natl Res Nucl Univ, MEPhI Moscow Engn Phys Inst, Kashirskoe Shosse 31, Moscow 115409, Russia
关键词
D O I
10.1063/1.4972422
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
This article discusses the questions associated with the use of reference systems in the preparation of graduates in physical function. The objective of this research is creation of model of recommender system user from the sphere of science and education. The detailed review of current scientific and social network for scientists and the problem of constructing recommender systems in this area. The result of this study is to research user information model systems. The model is presented in two versions: the full one in the form of a semantic network, and short in a relational form. The relational model is the projection in the form of semantic network, taking into account the restrictions on the amount of bonds that characterize the number of information items (research results), which interact with the system user.
引用
收藏
页数:11
相关论文
共 50 条
  • [21] Multi-method Evaluation in Scientific Paper Recommender Systems*
    Raamkumar, Aravind Sesagiri
    Foo, Schubert
    UMAP'18: ADJUNCT PUBLICATION OF THE 26TH CONFERENCE ON USER MODELING, ADAPTATION AND PERSONALIZATION, 2018, : 179 - 182
  • [22] Towards the Use of Language Models in Scientific Paper Recommender Systems
    Descalzo, Koldo
    Pinedo, Iratxe
    Larranaga, Mikel
    Arruarte, Ana
    2024 IEEE GLOBAL ENGINEERING EDUCATION CONFERENCE, EDUCON 2024, 2024,
  • [23] Educational Recommender Systems: An Overview and Guidelines for Further Research and Development
    Durovic, Gordan
    Dlab, Martina Holenko
    Hoic-Bozic, Natasa
    CROATIAN JOURNAL OF EDUCATION-HRVATSKI CASOPIS ZA ODGOJ I OBRAZOVANJE, 2018, 20 (02): : 531 - 560
  • [24] Systematic Literature Review on Open Educational Resources Recommender Systems
    Rima S.
    Meriem H.
    Najima D.
    Rachida A.
    International Journal of Interactive Mobile Technologies, 2022, 16 (18): : 44 - 77
  • [25] Enabling cross-continent provider fairness in educational recommender systems
    Gomez, Elizabeth
    Zhang, Carlos Shui
    Boratto, Ludovico
    Salamo, Maria
    Ramos, Guilherme
    FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE, 2022, 127 : 435 - 447
  • [26] Affective recommender systems in the educational field. A systematic literature review
    Salazar, Camilo
    Aguilar, Jose
    Monsalve-Pulido, Julian
    Montoya, Edwin
    COMPUTER SCIENCE REVIEW, 2021, 40
  • [27] AMiner Citation-Data Preprocessing for Recommender Systems on Scientific Publications
    Stergiopoulos, Vaios Th
    Tsianaka, Thalia, V
    Tousidou, Eleni N.
    25TH PAN-HELLENIC CONFERENCE ON INFORMATICS WITH INTERNATIONAL PARTICIPATION (PCI2021), 2021, : 23 - 27
  • [28] A Recommender System for Educational Planning
    Skittou, Mustapha
    Merrouchi, Mohamed
    Gadi, Taoufiq
    CYBERNETICS AND INFORMATION TECHNOLOGIES, 2024, 24 (02) : 67 - 85
  • [29] Requirements for Semantic Educational Recommender Systems in Formal E-Learning Scenarios
    Santos, Olga C.
    Boticario, Jesus G.
    ALGORITHMS, 2011, 4 (02) : 131 - 154
  • [30] Salespeople vs SalesBot: Exploring the Role of Educational Value in Conversational Recommender Systems
    Murakhovs'ka, Lidiya
    Laban, Philippe
    Xie, Tian
    Xiong, Caiming
    Wu, Chien-Sheng
    FINDINGS OF THE ASSOCIATION FOR COMPUTATIONAL LINGUISTICS (EMNLP 2023), 2023, : 9823 - 9838