TY - JOUR
T1 - Using GHSOM to construct legal maps for Taiwan's securities and futures markets
AU - Shih, Jen Ying
AU - Chang, Yu Jung
AU - Chen, Wun Hwa
PY - 2008/2
Y1 - 2008/2
N2 - A good legal knowledge representation system, capable of effectively providing investors with comprehensive legal knowledge, is needed for investors to prevent erratic behavior before investment decisions. This is especially important in Taiwan's securities and futures markets because the majority of market participants are individual investors who have limited access to legal knowledge about markets. Besides, the construction of the knowledge representation has to be automatic in order to efficiently handle the fast-growing and changeable legal information. Thus, we use the GHSOM algorithm to present a content-based and easy-to-use map hierarchy for Chinese legal documents in the securities and futures markets in the Chinese language. Meanwhile, an enhanced topic selection module and a web-based user interface are also proposed. The maps can be browsed on the web site (http://synteny.iis.sinica.edu.tw/legalmap/). To evaluate the legal maps, we apply two approaches, namely a validity test and a task experiment.
AB - A good legal knowledge representation system, capable of effectively providing investors with comprehensive legal knowledge, is needed for investors to prevent erratic behavior before investment decisions. This is especially important in Taiwan's securities and futures markets because the majority of market participants are individual investors who have limited access to legal knowledge about markets. Besides, the construction of the knowledge representation has to be automatic in order to efficiently handle the fast-growing and changeable legal information. Thus, we use the GHSOM algorithm to present a content-based and easy-to-use map hierarchy for Chinese legal documents in the securities and futures markets in the Chinese language. Meanwhile, an enhanced topic selection module and a web-based user interface are also proposed. The maps can be browsed on the web site (http://synteny.iis.sinica.edu.tw/legalmap/). To evaluate the legal maps, we apply two approaches, namely a validity test and a task experiment.
KW - Knowledge representation
KW - Legal informatics
KW - Securities markets
KW - Self-organizing maps
UR - http://www.scopus.com/inward/record.url?scp=36148971272&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=36148971272&partnerID=8YFLogxK
U2 - 10.1016/j.eswa.2006.10.031
DO - 10.1016/j.eswa.2006.10.031
M3 - Article
AN - SCOPUS:36148971272
SN - 0957-4174
VL - 34
SP - 850
EP - 858
JO - Expert Systems with Applications
JF - Expert Systems with Applications
IS - 2
ER -