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