Constructing knowledge maps of a manager's managerial logic by a text mining approach

Jen Ying Shih, Yu Jung Chang

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Abstract

The objective of this research is to represent the managerial logic of Mr. Yung-Ching Wang, the Chairman of Formosa Plastics Group (also known as the "God of Business" in Taiwan) through the construction of knowledge maps using a text-mining approach, including automatic key phrase extraction, term identification, document vector modeling, and a clustering method named growing hierarchical self-organizing map (GHSOM). A collection of speeches given by Mr. Wang in various occasions is used to construct the topic maps, representing his managerial logic. The maps can be browsed on the web site (http://synteny.iis.sinica.edu.tw/kmap/m_logic).

Original languageEnglish
Title of host publicationProceedings of the 9th Joint Conference on Information Sciences, JCIS 2006
DOIs
Publication statusPublished - 2006
Event9th Joint Conference on Information Sciences, JCIS 2006 - Taiwan, ROC, Taiwan
Duration: 2006 Oct 82006 Oct 11

Publication series

NameProceedings of the 9th Joint Conference on Information Sciences, JCIS 2006
Volume2006

Other

Other9th Joint Conference on Information Sciences, JCIS 2006
CountryTaiwan
CityTaiwan, ROC
Period2006/10/082006/10/11

Keywords

  • GHSOM
  • Knowledge map
  • Managerial logic
  • Topic map

ASJC Scopus subject areas

  • Engineering(all)

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