Personalized Layer Retrieve for M-Learning Resources on Users Interest

Hong Hua Xu; Ye Tian; Lin Hu; Quan Bao Gao

doi:10.4028/www.scientific.net/AMM.448-453.3596

Paper Titles

Safety Monitoring System Design and Key Technologies for Wide Area Nuclear Power Generation
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A Tracking Algorithm for Blind Navigation Based on Robust H Infinity Filter
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Symbolical Expressions of Rhumb Line's Forward and Inverse Solution
p.3586

GIS-Based Meteorological Information System for Aquaculture
p.3591

Personalized Layer Retrieve for M-Learning Resources on Users Interest
p.3596

Research of Dynamic Target Tracking Algorithm
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Application of BP Neural Network Based on Immune Particle Swarm Optimization for Fault Diagnosis of Power Transformer
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An Improved Delay-Dependent Stability Criterion for Power System with Double Time Delays
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HomeApplied Mechanics and MaterialsApplied Mechanics and Materials Vols. 448-453Personalized Layer Retrieve for M-Learning...

Personalized Layer Retrieve for M-Learning Resources on Users Interest

Abstract:

Because of a big amount of m-learning resources, the thesis puts forward the technique of learning resources integration based on granular computing. Then introducing personalized concept into the system, the paper puts forward a personalized layer retrieval method based on users interest. Users information retrieval is opposed to ant colonys foraging action. One-time scanning process of each node of the website is opposed to once ant colonys foraging action period. According to users scanning log information, users interest mode can be dynamically identified. This method is easy to realize and can capture the short-term and long-term changes of users interest quickly and accurately.

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Periodical:

Applied Mechanics and Materials (Volumes 448-453)

Pages:

3596-3600

DOI:

https://doi.org/10.4028/www.scientific.net/AMM.448-453.3596

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Online since:

October 2013

Authors:

Hong Hua Xu, Ye Tian, Lin Hu*, Quan Bao Gao

Keywords:

Ant Colony, Interest, Personalize

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* - Corresponding Author

References

[1] Pattern, B., Arnedillo-Sanchez, I. and Tangney, B. Designing collaborative, constuctionist and contextual applications for handheld devices: Virtual Learning? In Computers & Education, vol. 46, no. 3, p.294–308. (2006).

DOI: 10.1016/j.compedu.2005.11.011

Google Scholar

[2] Facer, K., Joiner, R., Stanton, D., Reid, J., Hull, R., and Kirk, D. Savannah: mobile gaming and learning. Journal of Computer assisted learning, vol. 22, p.320–325. (2004).

DOI: 10.1111/j.1365-2729.2004.00105.x

Google Scholar

[3] Nyiri, K. (2002) Towards a Philosophy of M-Learning. Presented at the IEEE International Workshop on Wireless and Mobile Technologies in Education (WMTE 2002), Teleborg Campus, Vaxjo University, Vaxjo, Sweden. August 29–30, (2002).

Google Scholar

[4] Cook, J., Bradley, C., Lance, J., Smith, C., &Haynes, R, Generating Learning Contexts with Mobile Devices, In N. Pachler (Ed), Mobile Learning: towards a research agenda. Occassional papers in work-based learning. WLE Center for Excellence, London: (2007).

Google Scholar

[5] M. Dorigo, E. Bonabeau, and G. Theraulaz. Ant algorithms and stigmergy. Future Generation Computer Systems, 16(8): 851–871, (2003).

DOI: 10.1016/s0167-739x(00)00042-x

Google Scholar

[6] V. Dhar, D. Chou and F. Provost, Discovering interesting patterns for investment decision making with GLOWER - a genetic learner overlaid with entropy reduction, Data Mining and Knowledge Discovery, vol. 4, no 4, pp.251-280, (2000).

DOI: 10.1023/a:1009848126475

Google Scholar