题名

第五代行動通訊技術影響教育科技發展新趨勢

并列篇名

The Fifth Generation of Mobile Communication Technology Affects the New Trend of Educational Technology Development

DOI

10.6902/JNTUST.202012_7(2).0004

作者

王俊淵(Chun-Yuan Wang);王貽瑧(Yi-Jin Wang);林紀揚(Ji-Yang Lin);黃天麒(Tien-Chi Huang)

关键词

第五代通訊技術 ; 人工智慧 ; 物聯網 ; 智慧城市 ; 智慧校園 ; 5^(th) Generation Wireless Systems ; Artificial Intelligence ; Internet of Things ; Smart City ; Smart Campus

期刊名称

中科大學報

卷期/出版年月

7卷2期(2020 / 12 / 01)

页次

71 - 84

内容语文

繁體中文

中文摘要

隨著第五代行動通訊技術(5G)問世,其三大特性(一)超低延遲性(二)更大的頻寬(三)高傳輸速率,將為行動通訊相關產業帶來利多;然而,5G通訊對於教育科技之影響,目前仍鮮少有相關論述。因此本文提出,做為無線通訊的未來服務,5G通訊將為教育現場帶來許多改變,行動學習、物聯網、人工智慧、虛擬實境與擴增實境於目前「班級學習」的教育現場之應用,將因為5G通訊而提升其可行性;於此,便能更接近智慧校園與智慧教育之願景。其次,藉由5G行動通訊建置,更有機會以數位傳輸、數位學習,以縮短教育上的城鄉差距。

英文摘要

With the advent of the fifth generation of mobile communication technology (5G), its three major characteristics (1) ultra-low latency (2) larger bandwidth (3) high transmission rates will bring great benefits to mobile communication related industries. However, the impact of 5G communication on educational technology is still rarely discussed. This article proposes that, as the future service of wireless communication, 5G communication will bring many changes to the education scene. 5G communication enhances its feasibility; Therefore, it can be closer to the vision of smart campus and smart education. Secondly, with the establishment of 5G mobile communications, there is more opportunity to use digital transmission and digital learning to reduce the urban-rural gap in education.

主题分类 社會科學 > 社會科學綜合
参考文献
  1. Abdelwahab, S.,Hamdaoui, B.,Guizani, M.,Znati, T.(2016).Cloud of things for sensing-as-a-service: Architecture, algorithms, and use case.IEEE Internet of Things Journal,3(6),1099-1112.
  2. Akçayır, M.,Akçayır, G.(2017).Advantages and challenges associated with augmented reality for education: A systematic review of the literature.Educational Research Review,20,1-11.
  3. Akpakwu, G. A.,Silva, B. J.,Hancke, G. P.,Abu-Mahfouz, A. M.(2018).A survey on 5G networks for the Internet of Things: Communication technologies and challenges.IEEE access,6,3619-3647.
  4. Allen, I. E.,Seaman, J.(2013).Changing course: Ten years of tracking online education in the United States. Sloan Consortium.
  5. Alliance, N. G. M. N.(2015).Alliance, N. G. M. N. (2015). 5G white paper. Next generation mobile networks, white paper, 1..
  6. Babovic, Z. B.,Protic, J.,Milutinovic, V.(2016).Web performance evaluation for internet of things applications.IEEE Access,4,6974-6992.
  7. Barakabitze, A. A.,Ahmad, A.,Mijumbi, R.,Hines, A.(2020).5G network slicing using SDN and NFV: A survey of taxonomy, architectures and future challenges.Computer Networks,167,106984.
  8. Botta, A.,De Donato, W.,Persico, V.,Pescapé, A.(2016).Integration of cloud computing and internet of things: a survey.Future generation computer systems,56,684-700.
  9. Chassignol, M.,Khoroshavin, A.,Klimova, A.,Bilyatdinova, A.(2018).Artificial Intelligence trends in education: a narrative overview.Procedia Computer Science,136,16-24.
  10. Chen, C. H.,Huang, C. Y.,Chou, Y. Y.(2019).Effects of augmented reality-based multidimensional concept maps on students’ learning achievement, motivation and acceptance.Universal Access in the Information Society,18(2),257-268.
  11. Choi, S. I.,Koh, S. J.(2016).Use of proxy mobile IPv6 for mobility management in CoAP-based Internet-of-Things networks.IEEE Communications Letters,20(11),2284-2287.
  12. Čolaković, A.,Hadžialić, M.(2018).Internet of Things (IoT): A review of enabling technologies, challenges, and open research issues.Computer Networks,144,17-39.
  13. Crompton, H.(2013).Handbook of mobile learning.
  14. Dhanvijay, M. M.,Patil, S. C.(2019).Internet of Things: A survey of enabling technologies in healthcare and its applications.Computer Networks
  15. Dwivedi, Y. K.,Hughes, L.,Ismagilova, E.,Aarts, G.,Coombs, C.,Crick, T.,Galanos, V.(2019).Artificial Intelligence (AI): Multidisciplinary perspectives on emerging challenges, opportunities, and agenda for research, practice and policy.International Journal of Information Management,101994.
  16. Esteva, A.,Robicquet, A.,Ramsundar, B.,Kuleshov, V.,DePristo, M.,Chou, K.,Dean, J.(2019).A guide to deep learning in healthcare.Nature medicine,25(1),24-29.
  17. Goda, Y.,Yamada, M.,Kato, H.,Matsuda, T.,Saito, Y.,Miyagawa, H.(2015).Procrastination and other learning behavioral types in e-learning and their relationship with learning outcomes.Learning and Individual Differences,37,72-80.
  18. Guha, D.,Alotaibi, N. M.,Nguyen, N.,Gupta, S.,McFaul, C.,Yang, V. X.(2017).Augmented reality in neurosurgery: a review of current concepts and emerging applications.Canadian Journal of Neurological Sciences,44(3),235-245.
  19. He, J.,Baxter, S. L.,Xu, J.,Xu, J.,Zhou, X.,Zhang, K.(2019).The practical implementation of artificial intelligence technologies in medicine.Nature medicine,25(1),30-36.
  20. Heikkila, A.,Lonka, K.(2006).Studying in higher education: students' approaches to learning, self-regulation, and cognitive strategies.Studies in Higher Education,31(1),99-117.
  21. Holmes, W.,Bialik, M.,Fadel, C.(2019).Artificial intelligence in education: Promises and implications for teaching and learning.Boston, MA:Center for Curriculum Redesign.
  22. Hui, H.,Ding, Y.,Shi, Q.,Li, F.,Song, Y.,Yan, J.(2020).5G network-based Internet of Things for demand response in smart grid: A survey on application potential.Applied Energy,257,113972.
  23. Hwang, G. J.,Wu, P. H.,Chen, C. C.,Tu, N. T.(2016).Effects of an augmented reality-based educational game on students' learning achievements and attitudes in real-world observations.Interactive Learning Environments,24(8),1895-1906.
  24. Hwang, W. Y.,Hu, S. S.(2013).Analysis of peer learning behaviors using multiple representations in virtual reality and their impacts on geometry problem solving.Computers & Education,62,308-319.
  25. Iwamura, M.(2015).NGMN view on 5G architecture.2015 IEEE 81st Vehicular Technology Conference (VTC Spring)
  26. Ke, F.,Hsu, Y. C.(2015).Mobile augmented-reality artifact creation as a component of mobile computer-supported collaborative learning.The Internet and Higher Education,26,33-41.
  27. Khadra, C.,Ballard, A.,Paquin, D.,Cotes-Turpin, C.,Hoffman, H. G.,Perreault, I.,Le May, S.(2020).Effects of a projector-based hybrid virtual reality on pain in young children with burn injuries during hydrotherapy sessions: A within-subject randomized crossover trial.Burns,46(7),1571-1584.
  28. Khanna, A.,Kaur, S.(2019).Evolution of Internet of Things (IoT) and its significant impact in the field of Precision Agriculture.Computers and electronics in agriculture,157,218-231.
  29. Kim, T. H.,Ramos, C.,Mohammed, S.(2017).Smart city and IoT.Future Generation Computer Systems,76,159-162.
  30. Kinnings, S. L.,Liu, N.,Tonge, P. J.,Jackson, R. M.,Xie, L.,Bourne, P. E.(2011).A machine learning-based method to improve docking scoring functions and its application to drug repurposing.Journal of chemical information and modeling,51(2),408-419.
  31. Li, D.,Madden, A.,Liu, C.,Ding, Y.,Qian, L.,Zhou, E.(2018).Modelling online user behavior for medical knowledge learning.Industrial Management & Data Systems
  32. Li, T.,Zhao, M.,Wong, K. K. L.(2020).Machine learning based code dissemination by selection of reliability mobile vehicles in 5G networks.Computer Communications,152,109-118.
  33. Li, X.,Zhang, M.,Li, Y.,Li, C.(2019).Application of Augmented Reality Technology for Anesthesiology Major.4th International Conference on Contemporary Education, Social Sciences and Humanities (ICCESSH 2019)
  34. Matinmikko, M.,Latva-aho, M.,Ahokangas, P.,Seppänenb, V(2018).On regulations for 5G: Micro licensing for locally operated networks.Telecommunications Policy,42(8),622-635.
  35. Mitchell, R.(2011).Alien Contact!: Exploring teacher implementation of an augmented reality curricular unit.Journal of Computers in Mathematics and Science Teaching,30(3),271-302.
  36. Moore, J. L.,Dickson-Deane, C.,Galyen, K.(2011).e-Learning, online learning, and distance learning environments: Are they the same?.The Internet and Higher Education,14(2),129-135.
  37. Morgan, B.(2017).Morgan, B. (2017). How Chatbots Improve Customer Experience In Every Industry: An Infograph..
  38. Newton, C.(2016).Newton, C. (2016). Can AI fix education? We asked Bill Gates. The Verge..
  39. Ortega, V.,Bouchmal, F.,Monserrat, J. F.(2018).Trusted 5G vehicular networks: Blockchains and content-centric networking.IEEE Vehicular Technology Magazine,13(2),121-127.
  40. Patel, H.(2019).A General Survey on Internet of Things based Smart Cities.Journal of Advances in Shell Programming,6(2),1-7.
  41. Pelargos, P. E.,Nagasawa, D. T.,Lagman, C.,Tenn, S.,Demos, J. V.,Lee, S. J.,Bari, A.(2017).Utilizing virtual and augmented reality for educational and clinical enhancements in neurosurgery.Journal of Clinical Neuroscience,35,1-4.
  42. Rao, A. R.,Clarke, D.(2020).Perspectives on emerging directions in using IoT devices in blockchain applications.Internet of Things,10,100079.
  43. Revathi, R.,Suganya, M.,NR, G. M.(2020).IoT based Cloud Integrated Smart Classroom for smart and a sustainable Campus.Procedia Computer Science,172,77-81.
  44. Roettl, J.,Terlutter, R.(2018).The same video game in 2D, 3D or virtual reality–How does technology impact game evaluation and brand placements?.PloS one,13(7),e0200724.
  45. Roopaei, M.,Rad, P.,Choo, K. K. R.(2017).Cloud of things in smart agriculture: Intelligent irrigation monitoring by thermal imaging.IEEE Cloud computing,4(1),10-15.
  46. Semenova, T. V.,Rudakova, L. M.(2016).Barriers to taking massive open online courses (MOOCs).Russian Education & Society,58(3),228-245.
  47. Shanley, E. L.,Thompson, C. A.,Leuchner, L. A.,Zhao, Y.(2004).Distance education is as effective as traditional education when teaching food safety.Food Service Technology,4(1),1-8.
  48. Singh, D.,Tripathi, G.,Jara, A. J.(2014).A survey of Internet-of-Things: Future vision, architecture, challenges and services.2014 IEEE world forum on Internet of Things (WF-IoT)
  49. Thomsen, A. S. S.,Bach-Holm, D.,Kjæ rbo, H.,Højgaard-Olsen, K.,Subhi, Y.,Saleh, G. M.(2017).Operating room performance improves after proficiency-based virtual reality cataract surgery training.Ophthalmology,124(4),524-531.
  50. Tobar-Muñoz, H.,Baldiris, S.,Fabregat, R.(2017).Augmented reality game-based learning: Enriching students’ experience during reading comprehension activities.Journal of Educational Computing Research,55(7),901-936.
  51. Traxler, J.(2010).Will student devices deliver innovation, inclusion, and transformation?.Journal of the Research Center for educational technology,6(1),3-15.
  52. Watson, D. S.,Krutzinna, J.,Bruce, I. N.,Griffiths, C. E.,McInnes, I. B.,Barnes, M. R.,Floridi, L.(2019).Clinical applications of machine learning algorithms: beyond the black box.Bmj,364,886.
  53. Wu, H. K.,Lee, S. W. Y.,Chang, H. Y.,Liang, J. C.(2013).Current status, opportunities and challenges of augmented reality in education.Computers & education,62,41-49.
  54. Wu, W. H.,Wu, Y. C. J.,Chen, C. Y.,Kao, H. Y.,Lin, C. H.,Huang, S. H.(2012).Review of trends from mobile learning studies: A meta-analysis.Computers & Education,59(2),817-827.
  55. Xu, X.,Li, D.,Sun, M.,Yang, S.,Yu, S.,Manogaran, G.,Mavromoustakis, C. X.(2019).Research on key technologies of smart campus teaching platform based on 5G network.IEEE Access,7,20664-20675.
  56. Yang, F.,Li, F. W.(2018).Study on student performance estimation, student progress analysis, and student potential prediction based on data mining.Computers & Education,123,97-108.
  57. Yu, D.,Jin, J. S.,Luo, S.,Lai, W.,Huang, Q.(2009).A useful visualization technique: a literature review for augmented reality and its application, limitation & future direction.Visual information communication,Boston, MA.:
  58. Zeng, X.,Luo, G.(2017).Progressive sampling-based Bayesian optimization for efficient and automatic machine learning model selection.Health information science and systems,5(1),2.
  59. 師資培育及藝術教育司(2019)。107 年版中華民國師資培育統計年報。取自https://depart.moe.edu.tw/ed2600/News.aspx?n=C6A181E8F32C2BBA&sms=EA1FA0326D3BA142
  60. 財團法人台灣網路資訊中心(2019)。2019 年台灣網路報告。取自https://report.twnic.tw/2019/assets/download/TWNIC_TaiwanInternetReport_2019_CH.pdf
  61. 財團法人資訊工業策進會(2017)。推動智慧校園南向邁向創新教育新模式。取自https://www.iii.org.tw/Focus/FocusDtl.aspx?f_type=2&f_sqno=wBjSeaTFSK8ox8V3DukiMA__&fm_sqno=13
  62. 國家發展委員會(2019)。歷年數位機會(落差)調查報告。取自https://www.ndc.gov.tw/cp.aspx?n=55c8164714dfd9e9