Abstract
Traditional approaches in measuring cultural difference like AGA and survey are demanding in human efforts and vulnerable to biases in data collection. In this work, we propose that forum data can be a good alternative to AGA data collection and text mining technologies can significantly reduce the human efforts involved in quantifying cultural distance. Experiments and case studies show that the introduction of forum analysis and text mining into the areas of cross cultural studies is promising.
| Original language | English (US) |
|---|---|
| State | Published - Jan 1 2010 |
| Event | 20th Annual Workshop on Information Technologies and Systems, WITS 2010 - St. Louis, MO, United States Duration: Dec 11 2010 → Dec 12 2010 |
Other
| Other | 20th Annual Workshop on Information Technologies and Systems, WITS 2010 |
|---|---|
| Country | United States |
| City | St. Louis, MO |
| Period | 12/11/10 → 12/12/10 |
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All Science Journal Classification (ASJC) codes
- Information Systems
Cite this
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Can text mining enhance cultural studies? Using web forums in associative group analysis. / Xue, Yuan; Zhou, Yilu; Umpleby, Stuart.
2010. Paper presented at 20th Annual Workshop on Information Technologies and Systems, WITS 2010, St. Louis, MO, United States.Research output: Contribution to conference › Paper
TY - CONF
T1 - Can text mining enhance cultural studies? Using web forums in associative group analysis
AU - Xue, Yuan
AU - Zhou, Yilu
AU - Umpleby, Stuart
PY - 2010/1/1
Y1 - 2010/1/1
N2 - Traditional approaches in measuring cultural difference like AGA and survey are demanding in human efforts and vulnerable to biases in data collection. In this work, we propose that forum data can be a good alternative to AGA data collection and text mining technologies can significantly reduce the human efforts involved in quantifying cultural distance. Experiments and case studies show that the introduction of forum analysis and text mining into the areas of cross cultural studies is promising.
AB - Traditional approaches in measuring cultural difference like AGA and survey are demanding in human efforts and vulnerable to biases in data collection. In this work, we propose that forum data can be a good alternative to AGA data collection and text mining technologies can significantly reduce the human efforts involved in quantifying cultural distance. Experiments and case studies show that the introduction of forum analysis and text mining into the areas of cross cultural studies is promising.
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UR - http://www.scopus.com/inward/citedby.url?scp=84900394496&partnerID=8YFLogxK
M3 - Paper
ER -