Towards the use of Semi-structured Annotators for Automated Essay Grading
| dc.contributor.author | Lam, Hon | |
| dc.contributor.author | Dillon, Tharam S. | |
| dc.contributor.author | Chang, Elizabeth | |
| dc.contributor.editor | Leila Ismail | |
| dc.contributor.editor | Elizabeth Chang | |
| dc.contributor.editor | Achim P Karduck | |
| dc.date.accessioned | 2017-01-30T13:16:02Z | |
| dc.date.available | 2017-01-30T13:16:02Z | |
| dc.date.created | 2011-02-15T00:34:44Z | |
| dc.date.issued | 2010 | |
| dc.identifier.citation | Lam, Hon Wai (Sean) and Dillon, Tharam and Chang, Elizabeth. 2010. Towards the use of Semi-structured Annotators for Automated Essay Grading, in Ismail, L. and Chang, E. and Karduck, A.P. (ed), IEEE international conference on digital ecosystems and technologies (DEST 2010), Apr 12 2010, pp. 228-233. Dubai, United Arab Emirates: IEEE. | |
| dc.identifier.uri | http://hdl.handle.net/20.500.11937/29899 | |
| dc.identifier.doi | 10.1109/DEST.2010.5610643 | |
| dc.description.abstract |
The amount of time teachers spend grading essays has increased over the past decade, prompting the development of systems that are able to lighten the workload. Many systems have thus far used linear regression or semisupervised methods towards this objective. This paper discusses some of the main Automated Essay Grading systems, highlighting some of their strengths and weaknesses, in addition to providing a brief overview of Text Mining and meta-data annotation techniques that could be used to facilitate the process of grading essays through an automated system. | |
| dc.publisher | IEEE | |
| dc.subject | Text Mining | |
| dc.subject | Named Entity Recognition | |
| dc.subject | Part-of-speech Tagging | |
| dc.subject | meta-data annotation | |
| dc.subject | Automated Essay Grading | |
| dc.title | Towards the use of Semi-structured Annotators for Automated Essay Grading | |
| dc.type | Conference Paper | |
| dcterms.source.startPage | 228 | |
| dcterms.source.endPage | 233 | |
| dcterms.source.title | Proceedings of the IEEE international conference on digital ecosystems and technologies (DEST 2010) | |
| dcterms.source.series | Proceedings of the IEEE international conference on digital ecosystems and technologies (DEST 2010) | |
| dcterms.source.isbn | 9781424455515 | |
| dcterms.source.conference | IEEE international conference on digital ecosystems and technologies (DEST 2010) | |
| dcterms.source.conference-start-date | Apr 12 2010 | |
| dcterms.source.conferencelocation | Dubai, United Arab Emirates | |
| dcterms.source.place | United Arab Emirates | |
| curtin.note |
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| curtin.department | Digital Ecosystems and Business Intelligence Institute (DEBII) | |
| curtin.accessStatus | Open access |