TY - GEN
T1 - Automatically explore inter-discipline technology from Chinese patent documents
AU - Cheng, Ming Shien
AU - Hsu, Pingyu
PY - 2014
Y1 - 2014
N2 - In knowledge-based economy, technologic capability would be the core assets of enterprises, and technology management is considered one of the most important management activities. The foremost work of technology managers should be exploring technology trends to support technology planning. However, exploring technology trend is no longer concentrated in one disciplines, much innovative research results from integrating technologies developed in different disciplines. An automatic tool to help explore inter-discipline technology should be very useful for technology managers. Recently, some researches which through the patent documents to explore technology trend mostly identify the trend by patent map, described the technology trend each discipline separately, and can't explore inter-discipline trend to help technology manager broader vision. Moreover, most of discussing technology trend studies, even discovering emerging technology-the most popular topic, adopted the published patent documents written by English and based on USPTO for patent analysis. Seldom of patent analysis research collected patent documents written by Chinese-the most population language. Our research attempts to remedy the shortfall of aforementioned studies, and propose an integrated technique. The research utilizes common themes development methodology to identify multiple discipline and the methods work with patents written in Chinese. Our developed method does not try to predict future development, but try to present current technology development as it is in a succinct way to help technology managers make the judgment. Our system would provide inter-discipline technology analysis which across transmission technology and transmission of digital information technology, and the empirical experiment found twenty three inter-discipline technological subjects. Furthermore, extended experimental scope-added one discipline (image communication technology), our experiment found thirteen inter-discipline technological subjects.
AB - In knowledge-based economy, technologic capability would be the core assets of enterprises, and technology management is considered one of the most important management activities. The foremost work of technology managers should be exploring technology trends to support technology planning. However, exploring technology trend is no longer concentrated in one disciplines, much innovative research results from integrating technologies developed in different disciplines. An automatic tool to help explore inter-discipline technology should be very useful for technology managers. Recently, some researches which through the patent documents to explore technology trend mostly identify the trend by patent map, described the technology trend each discipline separately, and can't explore inter-discipline trend to help technology manager broader vision. Moreover, most of discussing technology trend studies, even discovering emerging technology-the most popular topic, adopted the published patent documents written by English and based on USPTO for patent analysis. Seldom of patent analysis research collected patent documents written by Chinese-the most population language. Our research attempts to remedy the shortfall of aforementioned studies, and propose an integrated technique. The research utilizes common themes development methodology to identify multiple discipline and the methods work with patents written in Chinese. Our developed method does not try to predict future development, but try to present current technology development as it is in a succinct way to help technology managers make the judgment. Our system would provide inter-discipline technology analysis which across transmission technology and transmission of digital information technology, and the empirical experiment found twenty three inter-discipline technological subjects. Furthermore, extended experimental scope-added one discipline (image communication technology), our experiment found thirteen inter-discipline technological subjects.
KW - Chinese Patent Document
KW - Cross Collection Mixture Model
KW - Inter-Discipline Technology
KW - Text Mining
UR - http://www.scopus.com/inward/record.url?scp=84901653251&partnerID=8YFLogxK
U2 - 10.1007/978-3-319-06677-6_6
DO - 10.1007/978-3-319-06677-6_6
M3 - 會議論文篇章
AN - SCOPUS:84901653251
SN - 9783319066769
T3 - Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
SP - 65
EP - 77
BT - Intelligence and Security Informatics - Pacific Asia Workshop, PAISI 2014, Proceedings
PB - Springer Verlag
T2 - 2014 Pacific Asia Workshop on Intelligence and Security Informatics, PAISI 2014
Y2 - 13 May 2014 through 13 May 2014
ER -