Literaturnachweis - Detailanzeige
| Autor/inn/en | Haberman, Shelby J.; Sinharay, Sandip |
|---|---|
| Titel | The Application of the Cumulative Logistic Regression Model to Automated Essay Scoring |
| Quelle | In: Journal of Educational and Behavioral Statistics, 35 (2010) 5, S.586-602 (17 Seiten)Infoseite zur Zeitschrift
PDF als Volltext |
| Sprache | englisch |
| Dokumenttyp | gedruckt; online; Zeitschriftenaufsatz |
| ISSN | 1076-9986 |
| DOI | 10.3102/1076998610375839 |
| Schlagwörter | Scoring; Regression (Statistics); Essays; Computer Software; Scores; Models; Prediction; Comparative Analysis; Data Analysis |
| Abstract | Most automated essay scoring programs use a linear regression model to predict an essay score from several essay features. This article applied a cumulative logit model instead of the linear regression model to automated essay scoring. Comparison of the performances of the linear regression model and the cumulative logit model was performed on a large variety of data sets. It appears that the cumulative logit model performed somewhat better than did the linear regression model. (Contains 3 tables and 1 figure.) (As Provided). |
| Anmerkungen | SAGE Publications. 2455 Teller Road, Thousand Oaks, CA 91320. Tel: 800-818-7243; Tel: 805-499-9774; Fax: 800-583-2665; e-mail: journals@sagepub.com; Web site: http://sagepub.com |
| Erfasst von | ERIC (Education Resources Information Center), Washington, DC |
| Update | 2017/4/10 |
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