Abstract
To increase the efficiency and accuracy of obtaining, storing and analysis of examination data, this paper developed an examination data analysis and evaluation platform based on cloud computing technologies. First of all, the examination data base was constructed based on data OLAP. Then, an examination analysis system was developed according to the application experience from the users. Finally, an education and examination data analysis and evaluation platform was developed based on cloud computing technology. The practical applications from more than 100 cities in 16 provinces showed that this platform can increase the efficiency of the examination data obtaining, storing, analysis, and evaluation for the education management department, school, teacher and student. Currently, this platform has owned more 40 % market share of the education and examination data services in China.
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References
Liu, F., Yang, T.-T., Chen, S.-G., Liu, J.-D., Zhang, S.-G., Chen, P., He, J.-T., He, B.-S.: Hierarchical clustering based teaching reform courses examination data analysis approach applied in China Open University System. In: 2014 Seventh International Symposium on Computational Intelligence and Design, pp. 377–381 (2014)
Hsu, M.-J., Ho, C.-P.: Creating a knowledge discovery model using MOEX’s examination database for in-depth analysis and reporting. In: 2012 IEEE Symposium on Robotics and Applications (ISRA), pp. 705–707 (2012)
Saadatdoost, R., Sim, A.T.H., Jafarkarimi, H.: Application of self organizing map for knowledge discovery based in higher education data. In: 2011 International Conference on Research and Innovation in Information Systems (ICRIIS), pp. 1–6 (2011)
Sheriff, C.I., Geetha, A.: eLog — teaching and data management system: seemless data capture and analysis of education data. In: 2013 IEEE International Conference on MOOC Innovation and Technology in Education (MITE), pp. 310–314 (2013)
Baker, R.S.: Educational data mining: an advance for intelligent systems in education. IEEE Intell. Syst. 29(3), 78–82 (2014)
Banumathi, A., Pethalakshmi, A.: A novel approach for upgrading Indian education by using data mining techniques. In: 2012 IEEE International Conference on Technology Enhanced Education (ICTEE), pp. 1–5 (2012)
Acknowledgement
This paper was supported by National Science and technology support program (NO. 2015BAK19B03), Guangzhou Science and technology support program (2014XYD-007). Guangdong Innovative Research Team Program (No. 201001D0104726115).
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Li, Q. et al. (2016). Examination Data Analysis and Evaluation Platform Based on Cloud Computing. In: Zu, Q., Hu, B. (eds) Human Centered Computing. HCC 2016. Lecture Notes in Computer Science(), vol 9567. Springer, Cham. https://doi.org/10.1007/978-3-319-31854-7_67
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DOI: https://doi.org/10.1007/978-3-319-31854-7_67
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