TY - GEN
T1 - Mining emerging patterns of PIU from computer-mediated interaction events
AU - Yu, Yaxin
AU - Yan, Ke
AU - Zhu, Xinhua
AU - Wang, Guoren
AU - Luo, Dan
AU - Sood, Suresh
PY - 2014
Y1 - 2014
N2 - It has been almost 20 years since Internet services became an integral part of our lives. Especially recent popularization of SNS (Social Network Services) such as Facebook, more and more people are attracted to Internet. Internet provides many benefits to people, but yields a consequent disturbing phenomenon of obsession with Internet, which is called PIU (Pathological Internet Use) or IAD (Internet Addiction Disorder) in academia. PIU or IAD has negative effects on people's health of mind and body, therefore, it is necessary to detect PIU. Among tools of surfing Internet, since computer is the most widely interactive media, it is significant to mine PIU emerging patterns from human-computer interaction events. As a result, an emerging pattern mining method based on interactive event generators, called PIU-Miner, is proposed in this paper. Experimental results show that PIU-Miner is an efficient and effective approach to discovering PIU.
AB - It has been almost 20 years since Internet services became an integral part of our lives. Especially recent popularization of SNS (Social Network Services) such as Facebook, more and more people are attracted to Internet. Internet provides many benefits to people, but yields a consequent disturbing phenomenon of obsession with Internet, which is called PIU (Pathological Internet Use) or IAD (Internet Addiction Disorder) in academia. PIU or IAD has negative effects on people's health of mind and body, therefore, it is necessary to detect PIU. Among tools of surfing Internet, since computer is the most widely interactive media, it is significant to mine PIU emerging patterns from human-computer interaction events. As a result, an emerging pattern mining method based on interactive event generators, called PIU-Miner, is proposed in this paper. Experimental results show that PIU-Miner is an efficient and effective approach to discovering PIU.
KW - Complex event
KW - Computer-mediated interaction
KW - Emerging pattern
KW - Generator
KW - PIU
UR - http://www.scopus.com/inward/record.url?scp=84901650936&partnerID=8YFLogxK
U2 - 10.1007/978-3-642-55192-5_6
DO - 10.1007/978-3-642-55192-5_6
M3 - Conference contribution
AN - SCOPUS:84901650936
SN - 9783642551918
T3 - Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
SP - 66
EP - 78
BT - Agents and Data Mining Interaction - 9th International Workshop, ADMI 2013, Revised Selected Papers
PB - Springer Verlag
T2 - 9th International Workshop on Agents and Data Mining Interaction, ADMI 2013
Y2 - 6 May 2013 through 7 May 2013
ER -
