Miller, Tristan (2003)
Essay Assessment with Latent Semantic Analysis.
In: Journal of Educational Computing Research, 29 (4)
Artikel, Bibliographie
Kurzbeschreibung (Abstract)
Latent semantic analysis (LSA) is an automated, statistical technique for comparing the semantic similarity of words or documents. In this paper, I examine the application of LSA to automated essay scoring. I compare LSA methods to earlier statistical methods for assessing essay quality, and critically review contemporary essay-scoring systems built on LSA, including the Intelligent Essay Assessor, Summary Street, State the Essence, Apex, and Select-a-Kibitzer. Finally, I discuss current avenues of research, including LSA's application to computer-measured readability assessment and to automatic summarization of student essays.
| Typ des Eintrags: | Artikel |
|---|---|
| Erschienen: | 2003 |
| Autor(en): | Miller, Tristan |
| Art des Eintrags: | Bibliographie |
| Titel: | Essay Assessment with Latent Semantic Analysis |
| Sprache: | Englisch |
| Publikationsjahr: | 2003 |
| Titel der Zeitschrift, Zeitung oder Schriftenreihe: | Journal of Educational Computing Research |
| Jahrgang/Volume einer Zeitschrift: | 29 |
| (Heft-)Nummer: | 4 |
| URL / URN: | https://dx.doi.org/10.2190/W5AR-DYPW-40KX-FL99 |
| Zugehörige Links: | |
| Kurzbeschreibung (Abstract): | Latent semantic analysis (LSA) is an automated, statistical technique for comparing the semantic similarity of words or documents. In this paper, I examine the application of LSA to automated essay scoring. I compare LSA methods to earlier statistical methods for assessing essay quality, and critically review contemporary essay-scoring systems built on LSA, including the Intelligent Essay Assessor, Summary Street, State the Essence, Apex, and Select-a-Kibitzer. Finally, I discuss current avenues of research, including LSA's application to computer-measured readability assessment and to automatic summarization of student essays. |
| ID-Nummer: | TUD-CS-2003-0016 |
| Fachbereich(e)/-gebiet(e): | 20 Fachbereich Informatik 20 Fachbereich Informatik > Ubiquitäre Wissensverarbeitung |
| Hinterlegungsdatum: | 31 Dez 2016 14:29 |
| Letzte Änderung: | 23 Aug 2018 11:57 |
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| Suche nach Titel in: | TUfind oder in Google |
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