Adaptivity: A Continual Adaptive Online Knowledge Assessment System

被引:2
|
作者
Zlatovic, Miran [1 ]
Balaban, Igor [1 ]
机构
[1] Univ Zagreb, Fac Org & Informat, Varazhdin, Croatia
关键词
Online knowledge assessment; Adaptive knowledge assessment; Continual knowledge assessment; Improving classroom teaching; Post-secondary education;
D O I
10.1007/978-3-030-45697-9_15
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
The main goal of this paper is to provide an insight into implementation of a model for continual adaptive online knowledge assessment throughout Adaptivity, a web-based application. Adaptivity enables continual and cumulative knowledge assessment process, which comprises of a sequence of at least two (but preferably more) interconnected tests, carried-out throughout a reasonably long period of time (i.e. one semester). It also provides personalized post-assessment feedback, which is based on each student's current results, to guide each student in preparations for the upcoming tests. In this paper, we provide description of adaptation model, reveal the design of Adaptivity and results of testing of the proposed model.
引用
收藏
页码:152 / 161
页数:10
相关论文
共 50 条
  • [1] Assessment on The Adaptivity of Adaptive Systems
    Yang Da
    Huo Hongmei
    INTERNATIONAL CONFERENCE ON MANAGEMENT OF E-COMMERCE AND E-GOVERNMENT, PROCEEDINGS, 2008, : 437 - 440
  • [2] Adaptive Shortcut Debiasing for Online Continual Learning
    Kim, Doyoung
    Park, Dongmin
    Shin, Yooju
    Bang, Jihwan
    Song, Hwanjun
    Lee, Jae-Gil
    THIRTY-EIGHTH AAAI CONFERENCE ON ARTIFICIAL INTELLIGENCE, VOL 38 NO 12, 2024, : 13122 - 13131
  • [3] Adaptive Online Domain Incremental Continual Learning
    Gunasekara, Nuwan
    Gomes, Heitor
    Bifet, Albert
    Pfahringer, Bernhard
    ARTIFICIAL NEURAL NETWORKS AND MACHINE LEARNING - ICANN 2022, PT I, 2022, 13529 : 491 - 502
  • [4] Adaptive online continual multi-view learning
    Yu, Yang
    Du, Zhekai
    Meng, Lichao
    Li, Jingjing
    Hu, Jiang
    INFORMATION FUSION, 2024, 103
  • [5] Online Learned Continual Compression with Adaptive Quantization Modules
    Caccia, Lucas
    Belilovsky, Eugene
    Caccia, Massimo
    Pineau, Joelle
    25TH AMERICAS CONFERENCE ON INFORMATION SYSTEMS (AMCIS 2019), 2019,
  • [6] Adaptive and Automated Online Assessment Evaluation System
    Dumal, P. A. A.
    Shanika, W. K. D.
    Pathinayake, S. A. D.
    Sandanayake, T. C.
    2017 11TH INTERNATIONAL CONFERENCE ON SOFTWARE, KNOWLEDGE, INFORMATION MANAGEMENT AND APPLICATIONS (SKIMA), 2017,
  • [7] Adaptive instance similarity embedding for online continual learning
    Han, Ya-nan
    Liu, Jian-wei
    PATTERN RECOGNITION, 2024, 149
  • [8] Online Learned Continual Compression with Adaptive Quantization Modules
    Caccia, Lucas
    Belilovsky, Eugene
    Caccia, Massimo
    Pineau, Joelle
    INTERNATIONAL CONFERENCE ON MACHINE LEARNING, VOL 119, 2020, 119
  • [9] Adaptive Orthogonal Projection for Batch and Online Continual Learning
    Guo, Yiduo
    Hu, Wenpeng
    Zhao, Dongyan
    Liu, Bing
    THIRTY-SIXTH AAAI CONFERENCE ON ARTIFICIAL INTELLIGENCE / THIRTY-FOURTH CONFERENCE ON INNOVATIVE APPLICATIONS OF ARTIFICIAL INTELLIGENCE / THE TWELVETH SYMPOSIUM ON EDUCATIONAL ADVANCES IN ARTIFICIAL INTELLIGENCE, 2022, : 6783 - 6791
  • [10] Adaptive Neural Networks for Online Domain Incremental Continual Learning
    Gunasekara, Nuwan
    Gomes, Heitor
    Bifet, Albert
    Pfahringer, Bernhard
    DISCOVERY SCIENCE (DS 2022), 2022, 13601 : 89 - 103