An apriori algorithm to improve teaching effectiveness

被引:0
|
作者
Xu S. [1 ]
机构
[1] Zhejiang Industry Polytechnic College, Shaoxing
关键词
Apriori algorithm; Improved frequent 1-itemsets; Improved frequent 2-itemsets; Teaching quality;
D O I
10.23940/ijpe.20.05.p13.792799
中图分类号
学科分类号
摘要
Teaching quality has always been an important part of measuring the level of school education, and using mining algorithms to study the factors of teaching quality can effectively improve the quality of teaching. An improved Apriori algorithm was proposed aiming at the shortcomings of the Apriori mining algorithm, such as long time consumption and low algorithm efficiency. The algorithm improves the mining performance of the algorithm by adding databases, improving frequent 1-itemsets, improving frequent 2-itemsets, and introducing dynamic storage space. In simulation experiments, compared with other mining algorithms, the algorithm in this paper has a better analysis effect in teaching quality content, and can provide a useful reference for teaching quality. © 2020 Totem Publishers Ltd. All rights reserved.
引用
收藏
页码:792 / 799
页数:7
相关论文
共 50 条
  • [21] An algorithm to improve the effectiveness of association rules mining
    Qu, LL
    Chen, Y
    Proceedings of the 2005 International Conference on Management Science & Engineering (12th), Vols 1- 3, 2005, : 356 - 359
  • [22] Effectiveness of a program to improve teaching skills of practicing physicians
    Gjerde, CL
    Kokotailo, PK
    Olson, CA
    Anderson, BM
    Hla, KM
    JOURNAL OF GENERAL INTERNAL MEDICINE, 2003, 18 : 100 - 100
  • [23] Experienced clinical educators improve their clinical teaching effectiveness
    Lye, P
    Heindenrich, C
    Wang-Cheng, R
    Bragg, D
    Simpson, D
    AMBULATORY PEDIATRICS, 2003, 3 (02) : 93 - 97
  • [24] USING TEACHING TESTS TO IMPROVE EFFECTIVENESS OF CLASSROOM FILMS
    FIELDS, PE
    AV COMMUNICATION REVIEW, 1971, 19 (03) : 261 - 285
  • [25] CAN COMPUTER SIMULATION IMPROVE EFFECTIVENESS OF COLLEGE TEACHING
    MITCHELL, PD
    EDUCATIONAL TECHNOLOGY, 1973, 13 (12) : 14 - 19
  • [26] HOW SHORTWAVE RADIOS CAN IMPROVE TEACHING EFFECTIVENESS
    BURNELL, JB
    EDUCATIONAL TECHNOLOGY, 1971, 11 (10) : 60 - 61
  • [27] R-Apriori: An Efficient Apriori based Algorithm on Spark
    Rathee, Sanjay
    Kaul, Manohar
    Kashyap, Arti
    PIKM'15: PROCEEDINGS OF THE 8TH PH.D. WORKSHOP IN INFORMATION AND KNOWLEDGE MANAGEMENT, 2015, : 27 - 34
  • [28] Automated analysis with Apriori algorithm
    Kang H.
    Lee S.
    ACM Inroads, 2020, 11 (04) : 20 - 26
  • [29] The Optimization and Improvement of the Apriori Algorithm
    Xie, Yiwu
    Li, Yutong
    Wang, Chunli
    Lu, Mingyu
    2008 INTERNATIONAL SYMPOSIUM ON INTELLIGENT INFORMATION TECHNOLOGY APPLICATION WORKSHOP: IITA 2008 WORKSHOPS, PROCEEDINGS, 2008, : 1101 - 1103
  • [30] The Research of Improved Apriori Algorithm
    Bi Xujing
    Xu Weixiang
    PROCEEDINGS OF 2ND CONFERENCE ON LOGISTICS, INFORMATICS AND SERVICE SCIENCE (LISS 2012), VOLS 1 AND 2, 2013,