DataShop Pipeline

This page provides information on datasets in various stages of progress. If you see an error in any of this information please feel free to correct it by editing this page. If you have a comment or concern on where a dataset sits in the DataShop pipeline, please contact the DataShop staff.

AT LEAST ONE ANALYSIS REPORTED

(on learnlab.org - ordered by alphabetically by project, researchers get a gold star when their datasets move up into this table!)

	Project	Dataset Name	Tool	LearnLab	P.I.	School(s)	Date	Notes/Status Remarks
	Geometry Course	Geometry Area (1996-97)	CL	Geometry	Ken Koedinger	unknown	1996-97	Paper written -- get reference!! 8/17: Primary analysis complete. Cen (2006), Cen (2007)
	Geometry Course	Geometry Angles - Fox Chapel 1998	CL	Geometry	Vincent Aleven	unknown	unknown	Files-only 7/23: Low priority to do: get raw logs and distill to transaction level. 8/17: Two best paper awards!

LIVE!

(on learnlab.org - ordered by alphabetically by project)

	Project	Dataset Name	Tool	LearnLab	P.I.	School(s)	Date	Notes/Status Remarks
1	Algebra Course	Algebra I 2005 Algebra I 2005-2006 (Hampton only)	CL-2005	Algebra	Albert Corbett	CWCTC Hampton Wilkinsburg HSs	2005-2006	2/20: Received DataMunger. 2/27: Started running data munger for wilkinsburg-algebra i. 3/5: Munger done, have 1,378,891 txs instead of 1,187,841. 5/4: Munger fixed, Jon Steinhart running the conversion, Tristan to QA. Supposed to have data week of 5/7 Load of Wilkinsburg student data delayed due to problems copying the student files. 6/25: Hampton numbers on production not right. CWCTC numbers on the-cooker not right. Wilks data doesn't load. Requested a new complete CD from CL. 7/9: Modifying analysis database to support improved pruning, waiting for new CD with latest version of munger. 7/23: Loaded onto production with all 3 schools, one student from Wilkinsburg failed to load.
1	Chemistry Buffer	Chemistry_Buffer_Study	OLI	Chemistry	Jodi Davenport	CMU	Spring 2006
2	Chemistry Buffer	CMU_sp07_BUFFERS	OLI	Chemistry	Jodi Davenport	CMU	unknown
3	Chemistry Buffer	Chemistry_Buffer_Study_2007	OLI	Chemistry	Jodi Davenport	CMU, UBC?	Spring 2007
4	Chemistry Collaboration	Effects of collaboration in virtual laboratory environments	VLAB	Chemistry	Bruce McLaren		Spring 2007	Files only.
5	Chinese Tone Study	Chinese_tonestudy	unknown	Chinese	Ying Liu	CMU	Summer 2006
6	Chinese Tone Study Two	Chinese_toneperception	unknown	Chinese	Ying Liu	CMU	2005-2006
8	Contiguity-CWCTC	Contiguity CWCTC Spring 2006	CL	Geometry	Vincent Aleven	CWCTC HS	Spring 2006
9	Contiguity-CWCTC	Contiguity CWCTC Winter 2006	CL	Geometry	Vincent Aleven	CWCTC HS	Winter 2006
10	Contiguity-CWCTC	Contiguity CWCTC Fall 2006	CL + CTAT	Geometry	Kirsten Butcher, Vincent Aleven	CWCTC	Fall 2006	6/21: Reloaded. 7/23: Received missing CTAT data from Frank. Kyle to work on 7/24. 07/18/07: v4.13 Loaded on test machine for reload verify
11	Contiguity-CWCTC	Contiguity CMU Winter 2007	CL	Geometry	Kirsten Butcher, Vincent Aleven	CMU	Winter 2007	6/21: Reloaded.
12	Division Tutor	division_study	CTAT-Flash	Geometry?	Stefan King	Perrysville Elem	Summer 2007
	Does Treating Student Uncertainty as a Learning Impasse Improve Learning in Spoken Dialogue Tutoring?	WOZ Uncertainty Adaptation	ITSPOKE	Physics (intended)	Kate Forbes-Riley; Diane Litman	Lab experiment with Pitt students	Winter-Spring 2006-7	7/31/07: Project & Dataset created.
13	Elementary Chinese Course	ElemChineseFA06	OLI	Chinese
14	Elementary Chinese Course	ElemChineseSU07	OLI	Chinese
15	Elementary Chinese Course	ElemChineseSP07	OLI	Chinese
16	Example Study - Freiburg and CMU	Example Freiburg Spring 2006	CL	Geometry	Vincent Aleven	CMU	Spring 2006
16	Example Study - Freiburg and CMU	Example CMU Summer 2006	CL-modified	Geometry	Vincent Aleven	CMU	Summer 2006
18	Example Study - Freiburg and CMU	Example Freiburg Summer 2006	CL	Geometry	Alexander Renkl	unknown	Summer 2006
19	Example Study - Freiburg and CMU	Example CWCTC Winter 2007	CL+CTAT	Geometry	Vincent Aleven	CMU	Summer 2006	6/19: Need to reload CL data. Need to reload CTAT data. 6/21: Reloading CTAT to QA machine. CL will follow. 6/21: Data reloaded to production. 6/25: Bad (not all students were anonymized correctly) CTAT logs removed from production. 7/18: CL data: v4.13 Loaded on test machine for reload verify by Octav. 7/24: CTAT data: ready to load 7/31: CTAT data reloaded.
20	Example Study - Freiburg and CMU	Example Steel Valley Spring 2007	CL	Geometry	Vincent Aleven	Steel Valley HS	Spring 2006	6/19: Need to reload CL data. 6/21: Data reloaded to production.
	Example Study - Freiburg and CMU	Example CWCTC Spring 2007	CL-Lisp tutor (no CTAT)	Geometry	Vincent Aleven, Ron Salden	CWCTC & Wilkinsburg	Spring 2007	07/06/07: Will receive from CL week of 7/10/07 07/09/07: Octav received data 07/18/07: Loaded on cooker 07/21/07: QUESTION: is this 3 datasets or 1 with 3 schools? 7/29/07: Loaded to production.
	Example Study - Freiburg and CMU	Example Wilkinsburg Spring 2007	CL-Lisp tutor (no CTAT)	Geometry	Vincent Aleven, Ron Salden	CWCTC & Wilkinsburg	Spring 2007	7/29/07: Loaded to production.
	Example Study - Freiburg and CMU	Example Freiburg Spring 2007	CL-Lisp tutor (no CTAT)	Geometry	Vincent Aleven, Ron Salden	Gymnasium	Spring 2007	07/10/07: Octav verifying conversion 7/29/07: Loaded to production.
	Fostering fluency in second language learning: Testing two types of instruction	Repetition in fluency training, Study 1	4/3/2 training	English	De Jong	English Language Institute	Fall 2006	7/31/07: Dataset created on production. No files yet.
	Fostering fluency in second language learning: Testing two types of instruction	Formulaic sequences in fluency training, Study 2	4/3/2 training	English	De Jong	English Language Institute	Spring 2007	7/31/07: Dataset created on production. No files yet.
	Fostering fluency in second language learning: Testing two types of instruction	Formulaic sequences in fluency training, Study 3	shadowing training	English	De Jong	English Language Institute	Spring 2007	7/31/07: Dataset created on production. No files yet.
21	French Course	French Languag2	OLI	French
22	French Course	French Language	OLI	French
23	French Course	French Language2	OLI	French
24	French Culture Study	French Online	CTAT?	French	Amy Ogan	CMU	Fall 2005
25	French Culture Study	FrenchTutor_Demo	CTAT?	French	Amy Ogan	CMU	Spring 2005
26	French Culture Study	French_Culture_Tutor	CTAT?	French	Amy Ogan	CMU	Spring 2005
27	French Culture Study	French_Culture_Tutor_Fall_2005	CTAT?	French	Amy Ogan	CMU	Fall 2005
28	Geometry Course	Geometry Angles - North Hills Spring 2003	CL	Geometry	Vincent Aleven	a north hills HS	Spring 2003	Paper: Aleven & Koedinger, 2002 in Cognitive Science?? Or Popescu
29	Geometry Course	Hampton Fall 2005	CL	Geometry	Vincent Aleven	Hampton HS	2005-2006	Redoing this dataset with bug fixes in Octav's converter.
38	Geometry Course	Geometry-AllStudents	CL	Geometry	Ken Koedinger	unknown	unknown	Bad Version
30	IERI: Learning Oriented Dialogue Project	Learning Oriented Dialogue Project - original
2	Improving Algebra Learning and Collaboration	CPS Algebra I 2005	CL-2005	Algebra	Bruce McLaren, Nikol Rummel	Hampton HS	2005-2006
2	Improving Algebra Learning and Collaboration	PTS Algebra I 2005	CL-2005	Algebra	Bruce McLaren, Erin Walker		2005-2006	raw data files only
31	Intelligent Writing Tutor	iwt_course
32	Intelligent Writing Tutor	iwt retention course
40	Knowledge Tracking	Chinese Vocabulary Spring 2006	Phil's own	Chinese	Phil Pavlik	CMU	Spring 2006
	Knowledge Tracking	Spanish Vocabulary Spring 2006	Phil's own	Spanish	Phil Pavlik		Winter 2007
	Knowledge Tracking	Chinese Vocabulary Transfer Lab Study Spring 2006	Phil's own	Chinese	Phil Pavlik		Spring 2006	6/22: Loaded to production
33	MacWhinney Dictation Studies	Chinese Dictation Fall 2005	unknown	Chinese	Brian MacWhinney	unknown	Fall 2005
34	MacWhinney Dictation Studies	French Dictation Fall 2005	unknown	French	Brian MacWhinney	unknown	Fall 2005
35	MacWhinney Dictation Studies	Spanish Dictation Fall 2005	unknown	Other	Brian MacWhinney	unknown	Fall 2005
36	OLI Statistics	07Meyer201	OLI	Other		CMU	2007	Loaded on Jun-08-2007
	Physics	Physics - USNA - Fall 2006	Andes	Physics	Kurt VanLehn	US Naval Academy	Fall 2006	6/19/07: Received 18,000 files from Anders. 6/20/07: Loaded to cooker, awaiting verification. 6/22/07: Tim to work on better skill model with Brett van de Sande & Anders. Waiting on result of this. 6/27/07: Anders regenerating raw logs 6/28/07: Files distilled ~100 have invalid xml. Anders to fix. 7/3/07: Reloading to the-cooker, some tutor semantic names are off. Also asked Anders to include units. 7/24/07: Received new data from Anders. Fixing bugs in distiller. 7/29/07: Data loaded to production - will be reloaded for changes to distiller.
39	Public	Pre_Summer_School_01_Jun_05	CTAT-Flash	Chemistry	unknown	unknown	June 2005	Used to show DataShop features, example data only.
	Robust learning with a Meta-Cognitive Tutor	Help Tutor - Angles and Quads - CWCTC - 2006 (cognitive)	CTAT+CL	Geometry	Ido Roll	CWCTC HS	2005-2006	7/18/07: Files received from Octav, modifying DataShop code to improve import speed. 7/26/07: Loaded to the-cooker. 8/13/07: Loaded onto production!
	Robust learning with a Meta-Cognitive Tutor	Help Tutor - Angles and Quads - CWCTC - 2006 (meta)	CTAT+CL	Geometry	Ido Roll	CWCTC HS	2005-2006	7/18/07: Files received from Octav, modifying DataShop code to improve import speed. 7/26/07: Loaded to the-cooker. 8/13/07: Loaded onto production!
	Robust learning with a Meta-Cognitive Tutor	Short Hints - Circles - Wilkinsburg - 2006 (cognitive)	CTAT+CL	Geometry	Ido Roll	Wilkinsburg HS	2005-2006	7/18/07: Files received from Octav, modifying DataShop code to improve import speed. 7/26/07: Loaded to the-cooker. 8/13/07: Loaded onto production!
	Robust learning with a Meta-Cognitive Tutor	Short Hints - Circles - Wilkinsburg - 2006 (meta)	CTAT+CL	Geometry	Ido Roll	Wilkinsburg HS	2005-2006	7/18/07: Files received from Octav, modifying DataShop code to improve import speed. 7/26/07: Loaded to the-cooker. 8/13/07: Loaded onto production!
42	The Effect of Generation and Interaction on Robust Learning	Self Explanation - Electric Fields - USNA - Spring 2006	Andes	Physics	Bob Hausmann	USNA	Spring 2006	Loaded on Jun-08-2007. Previously known as 'Hausmann-Experiment'.
	Robust Learning of Vocabulary	REAP ELI Reading 4 Summer 2006	REAP	English	Maxine Eskenazi	Pitt-ELI	Summer 2006	3/29/2007 - Sent message to Michael, Maxine to determine status 4/4/07 - Waiting for Michael's studies to finish, he will then convert to DS format. 6/12/07 - Waiting for Michael to add <conditions> to the datasets 6/25/07 - Loading datasets to the-cooker 6/26/07 - Ready to load to production 6/27/07 - Loaded to production
	Robust Learning of Vocabulary	REAP ELI Reading 4 Spring 2006	REAP	English	Maxine Eskenazi	Pitt-ELI	Spring 2006	3/29/2007 - Sent message to Michael, Maxine to determine status 4/4/07 - Waiting for Michael's studies to finish, he will then convert to DS format. 6/12/07 - Waiting for Michael to add <conditions> to the datasets 6/25/07 - Loading datasets to the-cooker 6/26/07 - Reloading to the-cooker 6/27/07 - Ready to load to production 6/27/07 - Loaded to production
43	Stoichometry Study	PSLC Stoichiometry Study 1, 2 and 3	CTAT-Flash	Chemistry	Bruce McLaren	UBC, a NJ HS, Hampton HS	2005+	Paper written. Problem name labels include the condition and probably should not, makes error report difficult. Also missing problem descriptions.
44	Stoichometry Study	SummerSchool2005		Chemistry	Bruce McLaren
45	Stoichometry Study	Winter_Workshop01		Chemistry	Bruce McLaren
46	Stoichometry Study	PSLC Stoichiometry Study Demo		Chemistry	Bruce McLaren
47	Thermodynamics	Thermo Fall 2005	unknown	Other	Vincent Aleven	unknown	Fall 2005
	Training oral production in learning second language grammar	The order of French pronouns	Flash online audio recording	French	De Jong	Regular French courses at Pitt and CMU	Spring and Summer 2007	7/31/07: Dataset created on production. No files yet.
	Training oral production in learning second language grammar	The use of French conditionals	Flash online audio recording	French	De Jong	Regular French courses at Pitt and CMU	Spring and Summer 2007	7/31/07: Dataset created on production. No files yet.
48	Unclassified	TWS_Group_01
49	WPI-Assistments	Assistments - 8th Grade Math - 2004-2005 (200 students)	Assistments	Other	Neil Heffernan	Mass Public	2004-2005	6/20: Need to reload. 6/25: Reloaded.
50	WPI-Assistments	Assistments - 8th Grade Math - 2004-2005 (762 students)	Assistments	Other	Neil Heffernan	Mass Public	2004-2005	6/20: Need to reload. 6/25: Ready to load (on production) 6/26: Reloaded. LFA - OutOfMemory on all 4 KC models.
	WPI-Assistments	Assistments - 8th Grade Math - 2005-2006 (200 students)	Assistments	Other	Neil Heffernan	Mass Public	2005-2006	Loaded on 7/03/07
10	WPI-Assistments	Assistments - 8th Grade Math - 2005-2006 (all students)	Assistments	Other	Neil Heffernan	Mass Public	2005-2006	Loaded on 7/03/07

READY TO GO LIVE

(datasets that are ready to be loaded to learnlab.web, highest priority on top)

	Project	Dataset Name	Tool	LearnLab	P.I.	School(s)	Date	Notes/Status Remarks
	None at the moment

IN TESTING

(datasets that have been loaded and are to be reviewed for correctness, highest priority on top)

	Project	Dataset Name	Tool	LearnLab	P.I.	School(s)	Date	Notes/Status Remarks
	Contiguity - CWCTC	Contiguity Spring 2007	CL-Lisp tutor (no CTAT)	Geometry	Vincent Aleven, Kirsten Butcher	CWCTC		07/06/07: Will receive from CL week of 7/10/07 07/09/07: Octav received data 07/18/07: Loaded on cooker
	French Course?	French Discussion Board	CTAT	French	Amy Ogan	CMU		8/2/07: Received log files from Jon S. Will load to QA. 8/07/07: Files loaded to QA. Some still need fixed (contain invalid XML) 8/16/07: All CTAT logs free of errors. All have been loaded to QA - waiting for researcher verification.
15	Knowledge Tracking	French Vocabulary Spring 2007	Phil's own	French	Phil Pavlik/Nora Presson		Fall 2006	07/06/07: Nora Presson to send data, no ETA yet. 8/13/07: Nora has import file ready. Waiting to receive from her to load onto the-cooker. 8/15/07: Data loaded to the-cooker. Vetting in process.
	Physics	Physics - USNA - Fall 2005	Andes	Physics	Kurt VanLehn	US Naval Academy	Fall 2005	Waiting to receive files from Anders. 8/14/07: files on Cooker, waiting for verification.
	Physics	Physics - USNA - Spring 2006	Andes	Physics	Kurt VanLehn	US Naval Academy	Spring 2006	Waiting to receive files from Anders. 8/14/07: files on Cooker, waiting for verification.
	Physics	Physics - USNA - Spring 2007	Andes	Physics	Kurt VanLehn	US Naval Academy	Spring 2006	Waiting to receive files from Anders. 8/14/07: files on Cooker, waiting for verification.

IN PROGRESS

(datasets that require additional conversion work or tweaking, highest priority on top)

	Project	Dataset Name	Tool	LearnLab	P.I.	School(s)	Date	Notes/Status Remarks
		Geometry 2005-2006	CL-2005 (lisp)	Geometry	Vincent Aleven	CWCTC, Hampton, Wilkinsburg HSs	2005-2006	Octav needs to convert this data into XML.

UPCOMING

(datasets we expect to receive soon - may or may not require additional processing on our part)

	Project	Dataset Name	Tool	LearnLab	P.I.	School(s)	Date	Notes/Status Remarks
	Improving Skill at Solving Equations via Better Encoding of Algebraic Concepts	Corrective Self Explanation	CL-2006 (Munger) + CTAT	Algebra	Julie Booth	Golden Valley High School	Feb, 2007	07/06/07: Being QA'd by Tristan 8/13/07: CTAT files received from Frank. Need to insert course_name, check for errors. 8/15/07: CTAT logs loaded to production. Some dataset info updated as well.
	A Multimodal Interface for Solving Equations	Handwriting Examples - Winter 2006	CL-2006 (Munger)	Algebra	Lisa Anthony		Winter 2006	07/06/07: Being QA'd by Tristan
	A Multimodal Interface for Solving Equations	Handwriting - Spring 2007	CL-2006 (Munger)	Algebra	Lisa Anthony		Spring 2007	07/06/07: Being QA'd by Tristan
	Algebra	Bridge to Algebra 2005/2006	CL-Munger	Algebra				6/6/07: Data is good to munge. Request sent to CL to break the dataset into smaller pieces 07/09/2007: Confirmed that the munger can load sections only. Steve Ritter wishes to speak with ken/kurt to cover legal issues with this dataset.
7	Stoichiometry	VLAB data from Stoich studies		Chemistry	Bruce McLaren			Oliver Scheuer to oversee conversion in Germany. 6/20/07: Mike Karabinos to work up examples for each type of VLAB Action, DataShop to fill in dummy and real <tutor_message>. Will then send this info to Oliver. 7/27/07: Kyle completed transformation to XML. Sent out for review. 8/14/07: Working on storage of replay data - waiting for response from CTAT and Germany
8	ESL	ESL data						7/27/07: Moving the Online Search System to PSLC servers in the near future. Will tie in to DataShop with single-sign on. No current plan to move any ESL data into DataShop itself.
9	Improving Algebra Learning and Collaboration	PTS Algebra I 2005	CL Algebra Tutor	Algebra	Erin Walker	?	2005-2006 (not sure)	Researcher has raw logs and has written a converter for analysis. Need to find out if it's in DataShop format.
10	Improving Algebra Learning and Collaboration	PTS Algebra I Spring 2007	CL Algebra Tutor	Algebra	Erin Walker	CWCTC	Spring 2007	Researcher has raw logs is responsible for submitting to DataShop for import. 07/06/07: Frank sent anonymized raw logs to Erin.
11	Algebra I Course	Algebra I 2006-2007	CL Algebra - Mungable	Algebra	Albert Corbett	CWCTC, Hampton, Wilkinsburg, 3 LA schools	2006-2007 school year	Waiting for harvest from CL. Also need a new version of munger to load.
12	Geometry Course	Geometry 2006-2007	CL Geometry	Geometry	Vincent Aleven	CWCTC, Hampton, Wilkinsburg	2006-2007 school year	Waiting for harvest from CL. Will need a conversion from Octav.
13	Knowledge Tracking	Chinese Vocabulary Fall 2006	Phil's own	Chinese	Phil Pavlik		Fall 2006	07/06/07: Phil working on conversion. ETA 4-6 weeks.
14	Knowledge Tracking	Chinese Vocabulary Winter 2007	Phil's own	Other	Phil Pavlik		Spring 2006	07/06/07: Phil working on conversion. ETA 4-6 weeks.
15	Robust Learning of Vocabulary	Fall 2006 Personalization Study	REAP Tutor	English	Juffs	English Language Institute	Fall 2006	No ETA from Michael yet.
15	Robust Learning of Vocabulary	Spring 2007 Reading 4	REAP Tutor	English	Juffs	English Language Institute	Fall 2006	No ETA from Michael yet.
	Robust Learning of Vocabulary	Summer 2007 Word Sense and Pronunciation Audio Study	REAP Tutor	English	Juffs	English Language Institute	Fall 2006	No ETA from Michael yet.

Octav to regenerate all of his datasets?