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

Jen Ying Shih; Yu Jung Chang

doi:10.2991/jcis.2006.195

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

Jen Ying Shih^*
, Yu Jung Chang

^*Corresponding author for this work

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

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 language	English
Title of host publication	Proceedings of the 9th Joint Conference on Information Sciences, JCIS 2006
DOIs	https://doi.org/10.2991/jcis.2006.195
State	Published - 2006
Externally published	Yes
Event	9th Joint Conference on Information Sciences, JCIS 2006 - Taiwan, ROC, Taiwan Duration: 08 10 2006 → 11 10 2006

Publication series

Name	Proceedings of the 9th Joint Conference on Information Sciences, JCIS 2006
Volume	2006

Conference

Conference	9th Joint Conference on Information Sciences, JCIS 2006
Country/Territory	Taiwan
City	Taiwan, ROC
Period	08/10/06 → 11/10/06

Keywords

GHSOM
Knowledge map
Managerial logic
Topic map

Access to Document

10.2991/jcis.2006.195

Cite this

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title = "Constructing knowledge maps of a manager's managerial logic by a text mining approach",

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).",

keywords = "GHSOM, Knowledge map, Managerial logic, Topic map",

author = "Shih, \{Jen Ying\} and Chang, \{Yu Jung\}",

year = "2006",

doi = "10.2991/jcis.2006.195",

language = "英语",

isbn = "9078677015",

series = "Proceedings of the 9th Joint Conference on Information Sciences, JCIS 2006",

booktitle = "Proceedings of the 9th Joint Conference on Information Sciences, JCIS 2006",

note = "9th Joint Conference on Information Sciences, JCIS 2006 ; Conference date: 08-10-2006 Through 11-10-2006",

}

Shih, JY & Chang, YJ 2006, Constructing knowledge maps of a manager's managerial logic by a text mining approach. in Proceedings of the 9th Joint Conference on Information Sciences, JCIS 2006., CSI-107, Proceedings of the 9th Joint Conference on Information Sciences, JCIS 2006, vol. 2006, 9th Joint Conference on Information Sciences, JCIS 2006, Taiwan, ROC, Taiwan, 08/10/06. https://doi.org/10.2991/jcis.2006.195

Constructing knowledge maps of a manager's managerial logic by a text mining approach. / Shih, Jen Ying; Chang, Yu Jung.
Proceedings of the 9th Joint Conference on Information Sciences, JCIS 2006. 2006. CSI-107 (Proceedings of the 9th Joint Conference on Information Sciences, JCIS 2006; Vol. 2006).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

TY - GEN

T1 - Constructing knowledge maps of a manager's managerial logic by a text mining approach

AU - Shih, Jen Ying

AU - Chang, Yu Jung

PY - 2006

Y1 - 2006

N2 - 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).

AB - 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).

KW - GHSOM

KW - Knowledge map

KW - Managerial logic

KW - Topic map

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DO - 10.2991/jcis.2006.195

M3 - 会议稿件

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SN - 9078677015

SN - 9789078677017

T3 - Proceedings of the 9th Joint Conference on Information Sciences, JCIS 2006

BT - Proceedings of the 9th Joint Conference on Information Sciences, JCIS 2006

T2 - 9th Joint Conference on Information Sciences, JCIS 2006

Y2 - 8 October 2006 through 11 October 2006

ER -

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

Abstract

Publication series

Conference

Keywords

Access to Document

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