DocumentCode :
3747894
Title :
Analysis and research of student´s behavior trajectories based on big data positioned by Intelligent terminal
Author :
Wang Zhi-Fang;Liu Peng;Lv Ling
Author_Institution :
Polytechnic College of Hebei University of Science and Technology, Shijiazhuang, China
fYear :
2015
Firstpage :
1
Lastpage :
4
Abstract :
GPS and WIFI Positioning Technology bases on Intelligent mobile phone terminal, it collects a certain number of big data for a positioned student sample in a specific period, uses clustering algorithm to the massive data, removes some meaningless noise data, renders the result of cluster analysis based on the platform for two-dimensional geographic information system, according to the actual 2D map data information points surrounding school to form a decision tree´ branching rule, analyzes specified behavior track of students in a given time, which can improve the targeted teaching management level.
Keywords :
"Education","Algorithm design and analysis","Data mining","Clustering algorithms","Decision trees","Servers","Big data"
Publisher :
ieee
Conference_Titel :
Modelling, Identification and Control (ICMIC), 2015 7th International Conference on
Type :
conf
DOI :
10.1109/ICMIC.2015.7409434
Filename :
7409434
Link To Document :
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