DocumentCode :
524462
Title :
A dialogue tutoring system exploiting extracting-rule-embedded-template structure and the expanding powers of buggy rules
Author :
Chen, Liang ; Tokuda, Naoyuki ; Nagai, Akira
Author_Institution :
Comput. Sci. Dept., Univ. of Northern British Columbia, Prince George, BC, Canada
Volume :
4
fYear :
2010
fDate :
22-24 June 2010
Abstract :
This paper develops a new tutorial dialogue system exploiting the extracting-rule-based extracting-rule-embedded-template structure and the expanding powers of buggy rules. The system is effective not only in simplifying, thus reducing otherwise time-consuming authoring task of template generation but also in improving the system performance. The extracting-rule-embedded-template architecture introduced leads to system simplification and performance improvement firstly because it allows many different templates to be integrated into, or equivalently to be extracted from, a single extracting-rule-embedded-template by applying extracting rules assigned to some of its transitional nodes and secondly because the buggy rules introduced are capable of identifying and hence generating bugs from learners´ erroneous responses automatically. The NLP (natural language processing) technology plays a key role in the system development because a parser is used to examine the syntactical structure of the learner´s free format response while its semantic structure is examined by matching the respective response to the semantically equivalent paths of template databases prepared. The extracting rule-based and buggy rule-based extracting-rule-embedded-template structure is expected to play an important role in many applications including both written and spoken tutoring systems, voice-enabling call center or voice portal systems or in fact any system focusing more enhanced human computer interfaces, implementing more natural human computer interactions between the system and humans.
Keywords :
human computer interaction; intelligent tutoring systems; interactive systems; knowledge acquisition; knowledge based systems; natural language processing; speech-based user interfaces; buggy rules; dialogue tutoring system; extracting-rule-embedded-template architecture; extracting-rule-embedded-template structure; human computer interfaces; natural language processing technology; template generation; voice portal systems; voice-enabling call center; Computer networks; Computer science; Computer science education; Databases; Educational technology; Error correction; Humans; Learning automata; Natural language processing; Taxonomy; extracting-rule-embedded-template; natural language processing; online dialogue tutoring;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Education Technology and Computer (ICETC), 2010 2nd International Conference on
Conference_Location :
Shanghai
Print_ISBN :
978-1-4244-6367-1
Type :
conf
DOI :
10.1109/ICETC.2010.5529668
Filename :
5529668
Link To Document :
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