A Simple Model of Knowledge Scaffolding

被引:1
|
作者
Bagnoli, Franco [1 ,2 ,3 ]
Cavalcabo, Guido de Bonfioli [1 ,2 ]
机构
[1] Univ Florence, Dept Phys & Astron, Via G Sansone 1, I-50019 Sesto Fiorentino, Italy
[2] Univ Florence, CSDC, Via G Sansone 1, I-50019 Sesto Fiorentino, Italy
[3] Ist Nazl Fis Nucl, Sez Firenze, Florence, Italy
关键词
Learner model; Knowledge organization; Scaffolding model; Knowledge modelling; Knowledge visualization; SCIENTIFIC PROGRESS; ACCUMULATION; GROWTH;
D O I
10.1007/978-3-031-21127-0_4
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
We introduce a simple model of knowledge scaffolding, simulating the process of building a corpus of knowledge based on logic derivations starting from a set of "axioms". The starting idea around which we developed the model is that each new contribution, still not present in the corpus of knowledge, can be accepted only if it is based on a given number of items already belonging to the corpus. When a new item is acquired by the corpus we impose a limit to the maximum growth of knowledge for every step that we call the "jump" in knowledge. We analyze the growth with time of the corpus and the maximum knowledge and analyzing the results of our simulations we managed to show that they both follow a power law. Another result is that the number of "holes" in the knowledge corpus always remains limited. Using an approach based on a death-birth Markov process we were able to derive some analytical approximation of it.
引用
收藏
页码:41 / 49
页数:9
相关论文
共 50 条
  • [1] A Simple Model of Knowledge Scaffolding Applied to Wikipedia Growth
    Bagnoli, Franco
    Cavalcabo, Guido de Bonfioli
    FUTURE INTERNET, 2023, 15 (02):
  • [2] Scaffolding Knowledge
    Tanesini, Alessandra
    PHILOSOPHICAL ISSUES, 2022, 32 (01) : 367 - 381
  • [3] A Simple Model of Knowledge Percolation
    Bagnoli, Franco
    Cavalcabo, Guido de Bonfioli
    CELLULAR AUTOMATA (ACRI 2022), 2022, 13402 : 335 - 345
  • [4] Scaffolding Knowledge Management in ePortfolios
    Cox, Sharon
    Perkins, John
    Proceedings of the European Conference on Knowledge Management, ECKM, 2010, : 296 - 304
  • [5] Scaffolding Knowledge Management in ePortfolios
    Cox, Sharon
    Perkins, John
    PROCEEDINGS OF THE 11TH EUROPEAN CONFERENCE ON KNOWLEDGE MANAGEMENT, VOLS 1 AND 2, 2010, : 296 - 304
  • [6] A SIMPLE-MODEL OF KNOWLEDGE COMPILATION
    BYLANDER, T
    IEEE EXPERT-INTELLIGENT SYSTEMS & THEIR APPLICATIONS, 1991, 6 (02): : 73 - 74
  • [7] Model Statistics for Scaffolding
    不详
    BAUINGENIEUR, 2012, 87 : A21 - A21
  • [8] Knowledge Commoning: Scaffolding and Technoficing to Overcome Challenges of Knowledge Curation
    Qureshi, Israr
    Bhatt, Babita
    Parthiban, Rishikesan
    Sun, Ruonan
    Shukla, Dhirendra Mani
    Hota, Pradeep Kumar
    Xu, Zhejing
    INFORMATION AND ORGANIZATION, 2022, 32 (02)
  • [9] International Returnees and the Scaffolding of Knowledge across Boundaries
    Roberts, Michael
    INTERNATIONAL BUSINESS AND MANAGEMENT CONFERENCE, 2017, : 132 - 132
  • [10] Students' Reflections on Knowledge Building Process and Scaffolding
    Avci, Ummuhan
    CUKUROVA UNIVERSITY FACULTY OF EDUCATION JOURNAL, 2022, 51 (03): : 1487 - 1517