title: |
A Design Framework for Online Discus-sion Speech Act Analysis and Situation Profiling |
|
publication: |
||
part of series: |
Advances in Intelligent Systems Research | |
ISBN: |
978-90-78677-40-6 | |
ISSN: |
1951-6851 | |
DOI: |
doi:10.2991/icebi.2010.76 (how to use a DOI) | |
author(s): |
Jia Li, Xuan Liu, Zhigao Chen, Pengzhu Zhang |
|
publication date: |
December 2010 |
|
keywords: |
situation profiling, speech act
analysis, online discussion, design
framework |
|
abstract: |
In this research, we developed a design
framework for systems supporting online
discussion speech act analysis and
situation profiling. The framework
advocates the development of systems
that support all three facets of online
discussion situation profiling: snapshot,
duration, and people. The framework also
provides guidelines for the creation of
speech act category, the choice of
appropriate classification algorithms,
features, and feature selection techniques
necessary to effectively identify the roles
each message plays, and the topic
categorization of discussion text. |
|
copyright: |
©
Atlantis Press. This article is distributed under the
terms of the Creative Commons Attribution License, which permits
non-commercial use, distribution and reproduction in any medium,
provided the original work is properly cited. |
|
full text: |