Hai-zhuo LIN, Ji-long WANG, Yi-zhe ZHANG, et al. Research and implementation on college students internet addiction disorder and anti-addict system[J]. Journal on Communications, 2014, 35(Z1): 170-177.
DOI:
Hai-zhuo LIN, Ji-long WANG, Yi-zhe ZHANG, et al. Research and implementation on college students internet addiction disorder and anti-addict system[J]. Journal on Communications, 2014, 35(Z1): 170-177. DOI: 10.3969/j.issn.1000-436x.2014.z1.033.
Research and implementation on college students internet addiction disorder and anti-addict system
摘 要:基于教育网流量分析,提出游戏服务商 IP 地址发现机制,包括 Boilerpipe 正文抽取算法以及 Stanford Chinese NLP中文分词算法,通过流量分析技术发现与分析大学生网络沉迷现象的一般方法和计算框架。统计了学生在网络游戏、视频观看、社交网站访问这3个常见的网络沉迷行为,包括总时长、连续沉迷时间、频率、沉迷时间段选择等关键指标。提出网络沉迷指数的概念并通过层次分析法对沉迷现象进行定量化研究。进一步基于网络沉迷指数模型设计和实现了网络防沉迷系统。
Abstract
Based on the traffic analysis on Cernet2
a new discovery mechanism of games service provider IP address is proposed
including Boilerpipe text extraction algorithm and Stanford Chinese NLP
realize this new general method and computing architecture of college student internet addiction.Three kinds of Internet addiction behaviors-online games
video viewing and social networking sites visit
including the total hours spend
length of continuous addiction
frequency
selected time of addiction are analyzed.Concept of Internet addiction disorder index is proposed with quantization on the internet addiction disorder made through AHP.Finally
Internet addiction prevention system is designed and implemented.
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TONIONI F , D‘ALESSANDRIS L , et al . Internet addiction:hours spent online,behaviors and psychological symptoms [J ] . General Hospital Psychiatry , 2012 , 34 ( 1 ): 80 - 87 .
PARK T W , PARK S H , CHUNG S K . Gender and Grade Differences in the Relationship between Psychopathology and Internet Usage in Children and Adolescents [J ] . J Korean Neuropsychiatr Assor , 2011 50 ( 5 ): 392 - 400 .
TURMON M , JONES H P , MALANUSHENKO O V , et al . Statistical feature recognition for multidimensional solar imagery [J ] . Solar Physics , 2010 , 262 ( 2 ): 277 - 298 .
BABIC B R , NESIC N , MILJKOVIC Z . Automatic feature recognition using artificial neural networks to integrate design and manufacturing:Review of automatic feature recognition systems [J ] . Artificial Intelligence for Engineering Design,Analysis and Manufacturing , 2011 , 25 ( 3 ): 289 - 304 .
ROZMUS-GÓRNIKOWSKA M , BLICHARSKI M,KUSIŃSK J , et al . Influence of boiler pipe cladding techniques on their microstructure and properties [J ] . Archives of Metallurgy and Materials , 2013 , 58 ( 4 ): 1093 - 1096 .
LI M , ZONG C , NG H T . Automatic evaluation of Chinese translation output:word-level or character-level? [A ] . Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics:Human Language Technologies:short papers-Volume 2.Association for Computational Linguistics [C ] . 2011 . 159 - 164 .
SUGIYAMA K , HATANO K , YOSHIKAWA M , et al . Refinement of TF-IDF schemes for web pages using their hyperlinked neighboring pages [A ] . HYPERTEXT '03 Proceedings of the fourteenth ACM conference on Hypertext and hypermedia [C ] . 2003 . 198 - 207 .
SAATY T L . What is the Analytic Hierarchy Process [M ] . Springer Berlin Heidelberg , 1988 .
SAATY T L , VARGAS L G . Criteria for Evaluating Group Decision-Making Methods [M ] // Decision Making with the Analytic Network Process . Springer US , 2013 : 295 - 318 .
SAATY T L , VARGAS L G . Stabilizing Social Security for the Long-Term [M ] . Decision Making with the Analytic Network Process . Springer US , 2013 . 213 - 233 .