Can text mining enhance cultural studies? Using web forums in associative group analysis

Yuan Xue; Yilu Zhou; Stuart Umpleby

Can text mining enhance cultural studies? Using web forums in associative group analysis

Yuan Xue, Yilu Zhou, Stuart Umpleby

Division of Engineering, Business & Computing (Berks)

Research output: Contribution to conference › Paper › peer-review

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 - 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

All Science Journal Classification (ASJC) codes

Information Systems

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title = "Can text mining enhance cultural studies? Using web forums in associative group analysis",

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.",

author = "Yuan Xue and Yilu Zhou and Stuart Umpleby",

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language = "English (US)",

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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

Y1 - 2010

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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M3 - Paper

AN - SCOPUS:84900394496

T2 - 20th Annual Workshop on Information Technologies and Systems, WITS 2010

Y2 - 11 December 2010 through 12 December 2010

ER -

Can text mining enhance cultural studies? Using web forums in associative group analysis

Abstract

Other

All Science Journal Classification (ASJC) codes

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