TY - JOUR
T1 - Smart city research trend analysis
T2 - Text mining, topic analysis, network analysis
AU - Sung, Wookjoon
AU - Yeo, Hyeongyu
N1 - Publisher Copyright:
© 2019, Institute of Advanced Scientific Research, Inc. All rights reserved.
PY - 2019
Y1 - 2019
N2 - This study analyzed trends of smart city research through text mining, topic analysis, and network analysis. For this, 1632 papers from 1991 to 2017 were collected through text mining at WOS site. We then used Latent Dirichlet Allocation (LDA) topic modeling and network analysis using data preprocessed data. The period was divided into seven periods for trends. Topic modeling analysis shows that hot topics are sensor network, smart city data, IoT, smart Tech, cloud computing, and security & privacy. From the results of the network analysis, in the whole period of 1991 ~ 2017, smart city is connected with IoT, Big Data, wireless sensor networks. Smart City research seems to be evolving into more convergent research areas with related studies more closely.
AB - This study analyzed trends of smart city research through text mining, topic analysis, and network analysis. For this, 1632 papers from 1991 to 2017 were collected through text mining at WOS site. We then used Latent Dirichlet Allocation (LDA) topic modeling and network analysis using data preprocessed data. The period was divided into seven periods for trends. Topic modeling analysis shows that hot topics are sensor network, smart city data, IoT, smart Tech, cloud computing, and security & privacy. From the results of the network analysis, in the whole period of 1991 ~ 2017, smart city is connected with IoT, Big Data, wireless sensor networks. Smart City research seems to be evolving into more convergent research areas with related studies more closely.
KW - Data analysis
KW - Iot
KW - Network analysis
KW - Smart city
KW - Text mining
KW - Topic model analysis
UR - http://www.scopus.com/inward/record.url?scp=85074140314&partnerID=8YFLogxK
M3 - Article
AN - SCOPUS:85074140314
SN - 1943-023X
VL - 11
SP - 1302
EP - 1309
JO - Journal of Advanced Research in Dynamical and Control Systems
JF - Journal of Advanced Research in Dynamical and Control Systems
IS - 7 Special Issue
ER -
