[go: up one dir, main page]
More Web Proxy on the site http://driver.im/ skip to main content
research-article

Design of a Microlecture Mobile Learning System Based on Smartphone and Web Platforms

Published: 01 August 2015 Publication History

Abstract

This paper first analyzes the concept and features of microlecture, mobile learning, and ubiquitous learning, then presents the combination of microlecture and mobile learning, to propose a novel way of micro-learning through mobile terminals. Details are presented of a microlecture mobile learning system (MMLS) that can support multiplatforms, including PC terminals and smartphones. The system combines intelligent push, speech recognition, video annotation, Lucene full-text search, clustering analysis, Android development, and other technologies. The platform allows learners to access microlecture videos and other high-quality microlecture resources wherever and whenever they like, in whatever time intervals they have available. Teachers can obtain statistical analysis results of the microlecture in MMLS to provide teaching/learning feedback and an effective communication platform. MMLS promotes the development of microlecture and mobile learning. A statistical analysis of the implementation of the system shows that students using MMLS to assist their learning had improved results on their final exams and gave a higher evaluation of the curriculum than those who did not. The advantages and disadvantages of MMLS are also analyzed.

References

[1]
D. Shieh, “These lectures are gone in 60 seconds,” in Chronicle Higher Educ., vol. 6, pp. A1–A13, 2009.
[2]
M. L. Crescente and D. Lee, “Critical issues of m-learning: Design models, adoption processes, and future trends,” in J. Chinese Inst. Ind. Eng., vol. 28, no. 2, pp. 111–123, 2011.
[3]
X. Zhao, X. Wan, and T. Okamoto, “Adaptive content delivery in ubiquitous learning environment,” in Proc. 6th IEEE WMUTE, 2010, pp. 19–26.
[4]
M. Goulish, 39 Microlectures: In Proximity of Performance, Evanston, IL USA: Routledge, 2002.
[5]
A. V. Morris, ““Little lectures?”,” in Innov. Higher Educ., vol. 34, no. 2, pp. 67–68, 2009.
[6]
L. A. McGrew, “A 60-second course in organic chemistry,” in J. Chem. Educ., vol. 70, no. 7, p. 543, 1993.
[7]
P. Shea and T. Bidjerano, “Community of inquiry as a theoretical framework to foster “epistemic engagement” and “cognitive presence” online education,” in Comput. Educ., vol. 52, no. 3, pp. 543–553, 2009.
[8]
T. Hu, “”Micro lesson”: The new trend of regional education information resource development,” in E-Educ. Res., vol. 10, pp. 52–61, 2011.
[9]
T. Elias, “Universal instructional design principles for mobile learning,” in Int. Rev. Res. Open Distance Learning, vol. 12, no. 2, pp. 143–156, 2011.
[10]
M. Kulich et al., “SyRoTek—Distance teaching of mobile robotics,” in IEEE Trans. Educ., vol. 56, no. 1, pp. 18–23, Feb. 2013.
[11]
K. F. Hashim, F. B. Tan, and A. Rashid, “Adult learners' intention to adopt mobile learning: A motivational perspective,” in Brit. J. Educ. Technol., 2014.
[12]
S. Huang and H. Yin A new mobile learning platform based on mobile cloud computing Advances in Future Computer and Control Systems, New York, NY USA: Springer, 2012, pp. 393–398.
[13]
Á. FernáNdez-LóPez, M. J. RodríGuez-FóRtiz, M. L. RodríGuez Almendros, and M. J. MartíNez-Segura, “Mobile learning technology based on IOS devices to support students with special education needs,” in Comput. Educ., vol. 61, pp. 77–90, 2013.
[14]
N. Müller and D. Dikke, “Towards mobile personalized learning management systems,” in Proc. IADIS Int. Conf. Mobile Learning, 2012, pp. 115–122.
[15]
G.-J. Qi et al., “Correlative multi-label video annotation,” in Proc. 15th Int. Conf. Multimedia, 2007, pp. 17–26.
[16]
B. Farhadi and I. K. Island, “Enriching subtitled YouTube media fragments via utilization of the web-based natural language processors and efficient semantic video annotations,” in Eng. Technol., vol. 14, pp. 41–54, 2013.
[17]
E. Hatcher, O. Gospodnetic, and M. McCandless, Lucene in Action, Greenwich, CT USA: Manning, 2004.
[18]
Y.-W. Lin and C.-W. Lin, “An intelligent push system for mobile clients with wireless information appliances,” in IEEE Trans. Consumer Electron., vol. 50, no. 3, pp. 952–961, Aug. 2004.

Cited By

View all
  • (2021)Influencing Factors of Microlecture on the Teaching Effect of Ideological and Political Courses in CollegesWireless Communications & Mobile Computing10.1155/2021/63092212021Online publication date: 30-Sep-2021
  • (2019)A Novel Resource Deployment Approach to Mobile MicrolearningWireless Communications & Mobile Computing10.1155/2019/74308602019Online publication date: 1-Jan-2019
  • (2018)Development of M-learning Application based on Knowledge Management ProcessesProceedings of the 2018 7th International Conference on Software and Computer Applications10.1145/3185089.3185120(248-253)Online publication date: 8-Feb-2018
  • Show More Cited By

Index Terms

  1. Design of a Microlecture Mobile Learning System Based on Smartphone and Web Platforms
      Index terms have been assigned to the content through auto-classification.

      Recommendations

      Comments

      Please enable JavaScript to view thecomments powered by Disqus.

      Information & Contributors

      Information

      Published In

      cover image IEEE Transactions on Education
      IEEE Transactions on Education  Volume 58, Issue 3
      Aug. 2015
      73 pages

      Publisher

      IEEE Press

      Publication History

      Published: 01 August 2015

      Qualifiers

      • Research-article

      Contributors

      Other Metrics

      Bibliometrics & Citations

      Bibliometrics

      Article Metrics

      • Downloads (Last 12 months)0
      • Downloads (Last 6 weeks)0
      Reflects downloads up to 25 Dec 2024

      Other Metrics

      Citations

      Cited By

      View all
      • (2021)Influencing Factors of Microlecture on the Teaching Effect of Ideological and Political Courses in CollegesWireless Communications & Mobile Computing10.1155/2021/63092212021Online publication date: 30-Sep-2021
      • (2019)A Novel Resource Deployment Approach to Mobile MicrolearningWireless Communications & Mobile Computing10.1155/2019/74308602019Online publication date: 1-Jan-2019
      • (2018)Development of M-learning Application based on Knowledge Management ProcessesProceedings of the 2018 7th International Conference on Software and Computer Applications10.1145/3185089.3185120(248-253)Online publication date: 8-Feb-2018
      • (2018)Design, development, and evaluation of a mobile learning application for computing educationEducation and Information Technologies10.1007/s10639-017-9613-223:1(467-495)Online publication date: 1-Jan-2018

      View Options

      View options

      Media

      Figures

      Other

      Tables

      Share

      Share

      Share this Publication link

      Share on social media