TY - JOUR
T1 - Time Series Analysis of Technology Trends based on the Internet Resources
AU - Kobayashi, Shin Ichi
AU - Shirai, Yasuyuki
AU - Hiyane, Kazuo
AU - Kumeno, Fumihiro
AU - Inujima, Hiroshi
N1 - Copyright:
Copyright 2017 Elsevier B.V., All rights reserved.
PY - 2005
Y1 - 2005
N2 - Information technology is increasingly important in recent years for the development of our society. IT has brought many changes to everything in our society with incredible speed. Hence, when we investigate R&D themes or plan business strategies in IT, we must understand overall situation around the target technology area besides technology itself. Especially it is crucial to understand overall situation as time series to know what will happen in the near future in the target area. For this purpose, we developed a method to generate Multiple-phased trend maps automatically based on the Internet content. Furthermore, we introduced quantitative indicators to analyze near future possible changes. According to the evaluation of this method we got successful and interesting results.
AB - Information technology is increasingly important in recent years for the development of our society. IT has brought many changes to everything in our society with incredible speed. Hence, when we investigate R&D themes or plan business strategies in IT, we must understand overall situation around the target technology area besides technology itself. Especially it is crucial to understand overall situation as time series to know what will happen in the near future in the target area. For this purpose, we developed a method to generate Multiple-phased trend maps automatically based on the Internet content. Furthermore, we introduced quantitative indicators to analyze near future possible changes. According to the evaluation of this method we got successful and interesting results.
KW - Concept visualization
KW - Technology map
KW - Term-document matrix
KW - Text mining
KW - Time series analysis
UR - http://www.scopus.com/inward/record.url?scp=77954016163&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=77954016163&partnerID=8YFLogxK
U2 - 10.1541/ieejeiss.125.720
DO - 10.1541/ieejeiss.125.720
M3 - Article
AN - SCOPUS:77954016163
SN - 0385-4221
VL - 125
SP - 720
EP - 729
JO - IEEJ Transactions on Electronics, Information and Systems
JF - IEEJ Transactions on Electronics, Information and Systems
IS - 5
ER -