Difference between revisions of "Web Services"
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'''Status: API Complete, Prototyping Started, Requirements Needed''' | '''Status: API Complete, Prototyping Started, Requirements Needed''' | ||
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As a researcher (EDM, M&M, CMDM), I want to retrieve transaction data programmatically and append custom fields to transactions in DataShop so that I can more easily run my models on the data outside of DataShop and put the results back in.<br> | As a researcher (EDM, M&M, CMDM), I want to retrieve transaction data programmatically and append custom fields to transactions in DataShop so that I can more easily run my models on the data outside of DataShop and put the results back in.<br> | ||
As a researcher with a machine learning background, I want to retrieve student-step data programmatically so that I can more easily run my analyses on the data without much human intervention. | As a researcher with a machine learning background, I want to retrieve student-step data programmatically so that I can more easily run my analyses on the data without much human intervention. | ||
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| + | As a researcher who has created a custom field for an existing data set, I want to import that new field into the step rollup table so that it is both preserved and available in DataShop tools. - Ryan Baker, 12/15/2008 | ||
== Notes/Comments == | == Notes/Comments == | ||
Revision as of 17:49, 28 October 2009
Status: API Complete, Prototyping Started, Requirements Needed
User Stories
As a researcher (EDM, M&M, CMDM), I want to retrieve transaction data programmatically and append custom fields to transactions in DataShop so that I can more easily run my models on the data outside of DataShop and put the results back in.
As a researcher with a machine learning background, I want to retrieve student-step data programmatically so that I can more easily run my analyses on the data without much human intervention.
As a researcher who has created a custom field for an existing data set, I want to import that new field into the step rollup table so that it is both preserved and available in DataShop tools. - Ryan Baker, 12/15/2008
Notes/Comments
- Adding custom fields to existing datasets at Transaction Level only
- Needed for M&M and CMDM clusters [Ryan Baker, October 2008]
- Will enable researchers to use output from existing models
- Gaming Detector [Arnon Hershkovitz, Mihaela Cocea, Summer 2008]
- Bayesian Knowledge Tracing. [Hao Cen, migrated from feature wish list]
- Key to collaboration.
- Ability to automatically add columns to DataShop data sets at transaction level [Ryan, Startup Memo, summer 2008]
- Points:
- Tx level, Need user incentive to upload values, need associated notes, need graphing of
Semi-structured interviews with researchers
- Ido Roll: main conclusions are that being able to use the new columns in the same ways one can use DataShop-native colums might be crucial; data is often not at transaction level (eg, student variable), so DS might do the tx-level mapping for the user based on key column(s)
- Phil Pavlik, email: "I guess I might use the adding of a column by itself if the opportunity was there to look at it as a model graph in DataShop. Often it is good to visualize the results of a model."
- Get Step Rollup
- How to show the KCs, multiple columns? one column? use labels or 1's and 0's? -- Ken Koedinger, DataShop Team Meeting, Aug 28, 2009
- Multimapped - column for every KC, then 1 or 0 (this is the Q matrix structure)
- The other way to go, is to have one column for all the KCs
- How to show the KCs, multiple columns? one column? use labels or 1's and 0's? -- Ken Koedinger, DataShop Team Meeting, Aug 28, 2009
See complete DataShop Feature Wish List.
