Automated Generation of Coding Rules: Text-Mining Approach to ISO 26000

Automated Generation of Coding Rules: Text-Mining Approach to ISO 26000

When texts are mined for meaningful information, one important aspect is to construct a coding rule that categorizes key terms into several conceptual groups. Usually such a rule is human-made and tends to be subjective. The present study attempts to build coding rules automatically from the ISO~260...

Full description

Saved in:
Bibliographic Details
Published in:2016 5th IIAI International Congress on Advanced Applied Informatics (IIAI-AAI) pp. 154 - 158
Main Authors: Nakatoh, Tetsuya, Uchida, Satoru, Ishita, Emi, Oga, Toru
Format: Conference Proceeding
Language:English
Published: IEEE 01-07-2016
Subjects:
Automated Generation
Coding Rules
Data mining
Electronic mail
Encoding
ISO 26000
ISO Standards
Manuals
Stakeholders
Text Mining
Online Access:Get full text
Tags: Add Tag
No Tags, Be the first to tag this record!
Description
Summary:When texts are mined for meaningful information, one important aspect is to construct a coding rule that categorizes key terms into several conceptual groups. Usually such a rule is human-made and tends to be subjective. The present study attempts to build coding rules automatically from the ISO~26000 document and compares the results with those obtained by creating the coding rules manually.
DOI:10.1109/IIAI-AAI.2016.210