Title: Multimedia teaching resource allocation method for distance online education based on packet cluster mapping

Authors: Yiming Qu; I-Hua Chen; Shangjie Meng

Addresses: International College, Krirk University, Bangkok, 10220, Thailand ' International College, Krirk University, Bangkok, 10220, Thailand ' Department of Business Administration, Krirk University, Bangkok, 10220, Thailand

Abstract: In order to overcome the problems of low resource utilisation and long allocation time existing in traditional teaching resource allocation methods, this paper proposes a new multimedia teaching resource allocation method based on packet cluster mapping. This paper uses the mining algorithm of time series to mine the multimedia teaching resources of distance online education, extracts the characteristics of multimedia teaching resources of distance online education, and uses the Naive Bayesian classification algorithm to classify the types of multimedia teaching resources of distance online education. According to the results of resource partition, the objective function of resource allocation is constructed by using the packet cluster mapping technology to complete the resource allocation of multimedia teaching in distance online education. The simulation results show that this method has higher resource utilisation and shorter allocation time.

Keywords: distance online education; multimedia teaching; resource allocation; mining algorithm; packet cluster mapping.

DOI: 10.1504/IJICT.2023.134841

International Journal of Information and Communication Technology, 2023 Vol.23 No.4, pp.314 - 326

Received: 23 Jul 2021
Accepted: 16 Sep 2021
Published online: 14 Nov 2023 *

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