Publications about the project and web application. For papers linked to datasets, see the Dataset Info tab of a dataset in the web application.

To cite the DataShop web application and repository:

Please include the following reference in your publication:

Koedinger, K.R., Baker, R.S.J.d., Cunningham, K., Skogsholm, A., Leber, B., Stamper, J. (2010) A Data Repository for the EDM community: The PSLC DataShop. In Romero, C., Ventura, S., Pechenizkiy, M., Baker, R.S.J.d. (Eds.) Handbook of Educational Data Mining. Boca Raton, FL: CRC Press.
[PDF, 427 KB]

You might also cite our URL in the text of your paper:

For exploratory analysis, I used the PSLC DataShop, available at http://pslcdatashop.web.cmu.edu (Koedinger et al., 2010).

To cite a dataset for secondary analysis:

We encourage you to cite the dataset in the reference section of your paper, using this format:

Primary Investigator, Data Provider (date). Dataset name. Dataset dataset id in DataShop. Find it at http://pslcdatashop.web.cmu.edu/DatasetInfo?datasetId=dataset id

For example, to cite the Geometry Area (1996-97) dataset (which does not have a Data Provider), you would use:

Koedinger, Ken (1996). Geometry Area (1996-97). Dataset 76 in DataShop. Find it at http://pslcdatashop.web.cmu.edu/DatasetInfo?datasetId=76

In addition, you can determine if a citation or acknowledgement is given for the dataset you are using. Dataset-specific citation guidance can be found on the Citation page (Dataset Info > Citation) in DataShop.

Other DataShop publications:

Stamper, J., Koedinger, K.R., Baker, R., Skogsholm, A., Leber, B., Demi, S., Yu, S., Spencer, D. (2011) Managing the Educational Dataset Lifecycle with DataShop. In Kay, J., Bull, S. and Biswas, G. eds. Proceedings of the 15th International Conference on Artificial Intelligence in Education (AIED2011) (pp. 557559). Berlin: Springer-Verlag.
[PDF, 95 KB]

Koedinger, K., Cunningham, K., Skogsholm A., & Leber, B. (2008). An open repository and analysis tools for fine-grained, longitudinal learner data. In Baker, R.S.J.d., Barnes, T., Beck, J.E. (Eds.), Educational Data Mining 2008: 1st International Conference on Educational Data Mining, Proceedings. Montreal, Quebec, Canada. June 20-21, 2008 (pp. 157-166).
[PDF, 963 KB]