A Multi-Objectives Optimization to Develop the Mobile Dimension in a Small Private Online Course (SPOC)

被引:0
|
作者
Belarbi, Naima [1 ]
Namir, Abdelwahed [1 ]
Talbi, Mohamed [2 ]
Chafiq, Nadia [3 ]
机构
[1] Univ Hassan 2, LTIM, Fac Sci Ben MSik, Casablanca, Morocco
[2] Univ Hassan 2, Lab Analyt Chem & Phys Chem Mat, Fac Sci Ben MSik, Observ Res Didact & Univ Pedag ORDIPU, Casablanca, Morocco
[3] Univ Hassan 2, Lab Sci Informat Commun & Educ Technol LAPSTICE, Fac Sci Ben MSik, Casablanca, Morocco
关键词
Mobile dimension; MOOC/SPOC; multi-objective optimization; criteria; decision;
D O I
10.14569/ijacsa.2020.0110158
中图分类号
TP301 [理论、方法];
学科分类号
081202 ;
摘要
The impact of the mobile technology trend is being felt in several sectors today, including education. In this paper, we present an analysis of the development of the mobile dimension in a Massive Open Online Course (MOOC) or a Small Private Online Course (SPOC) as a decision-making problem among various approaches which cannot be ordered incontestably from the best to the worst. This is due to the fact that the various approaches to integrate the mobile dimension are different and that each solution presents both advantages and shortcomings from a technological point of view. The decision must be made on the basis of the end-users' requirements and usage. We propose to view this situation as a multi-objective optimization problem as the decision is a compromise between several conflicting objectives/criteria. The various approaches to the development of mobile access to a MOOC/SPOC are presented first and then compared using various criteria. Then we provide an analysis of the alternatives to find the non-dominant Pareto solutions.
引用
收藏
页码:473 / 480
页数:8
相关论文
共 50 条
  • [41] Setting Optimization of Distribution Network Current Protection Based on Constrained Multi-Objectives Backbone Particle Swarm Optimization
    Wang, Xue
    Luan, Kun
    IEEJ Transactions on Electrical and Electronic Engineering, 19 (03): : 318 - 326
  • [42] Setting Optimization of Distribution Network Current Protection Based on Constrained Multi-Objectives Backbone Particle Swarm Optimization
    Wang, Xue
    Luan, Kun
    IEEJ TRANSACTIONS ON ELECTRICAL AND ELECTRONIC ENGINEERING, 2024, 19 (03) : 318 - 326
  • [43] Optimizing Resource Allocation to Edge Devices in Edge Computing: Exploring Multi-objectives Optimization Techniques
    Hoa Doan Nguyen Thanh
    Phu Nguyen Ngoc Thien
    Bang Bui Cong
    PROCEEDINGS OF NINTH INTERNATIONAL CONGRESS ON INFORMATION AND COMMUNICATION TECHNOLOGY, ICICT 2024, VOL 6, 2024, 1002 : 355 - 364
  • [44] Multi-objectives optimization and convolution fuzzy C-means: control of diabetic population dynamic
    El Moutaouakil, Karim
    El Ouissari, Abdellatif
    Hicham, Baizri
    Saliha, Chellak
    Cheggour, Mouna
    RAIRO-OPERATIONS RESEARCH, 2022, 56 (05) : 3245 - 3256
  • [45] Multi-objectives, multi-period optimization of district energy systems: II-Daily thermal storage
    Fazlollahi, Samira
    Becker, Gwenaelle
    Marechal, Francois
    COMPUTERS & CHEMICAL ENGINEERING, 2014, 71 : 648 - 662
  • [46] A Multi-Objectives Genetic Algorithm Based Predictive Model and Strategy Optimization during SLM Process
    Xia, Qingfeng
    Han, Jitai
    MATERIALS, 2022, 15 (13)
  • [47] Modeling and Solution of Personalized Travel Route Planning Problem based on Multi-objectives Optimization under Multi-Constraints
    Wang, Yi-Wen
    Sun, Yang
    2016 INTERNATIONAL CONFERENCE ON COMPUTER SCIENCE AND INFORMATION SECURITY (CSIS 2016), 2016, : 167 - 173
  • [48] Multi-objectives nonlinear structure optimization for actuator in trajectory correction fuze subject to high impact loadings
    Jianghai Hui
    Min Gao
    Ming Li
    Mingrui Li
    Huihui Zou
    Gang Zhou
    Defence Technology, 2021, 17 (04) : 1338 - 1351
  • [49] Multi-objectives Optimization of Earth Observation Micro-Satellite Design Using Particle Swarm
    Triharjanto, Robertus Heru
    Poetro, Ridanto Eko
    Hardhienata, Soewarto
    2014 IEEE INTERNATIONAL CONFERENCE ON AEROSPACE ELECTRONICS AND REMOTE SENSING TECHNOLOGY (ICARES), 2014, : 99 - 106
  • [50] Modeling techno-economic multi-objectives of smart homes considering energy optimization and demand management
    Khan, Mohammad Ahmar
    Kareem, A. K.
    Askar, Shavan
    Abduvalieva, Dilsora
    Roopashree, R.
    Prasad, K. D., V
    Sharma, Aanchal
    Sharma, Abhishek
    Ghazaly, Nouby M.
    Mohmmedi, M.
    SCIENCE AND TECHNOLOGY FOR ENERGY TRANSITION, 2024, 79