publications:
- title: "Predicting a Correct Program in Programming by Example"
  author:
  - name: "Rishabh Singh"
    link: "https://researchr.org/alias/rishabh-singh"
  - name: "Sumit Gulwani"
    link: "https://researchr.org/alias/sumit-gulwani"
  year: "2015"
  doi: "http://dx.doi.org/10.1007/978-3-319-21690-4_23"
  links:
    doi: "http://dx.doi.org/10.1007/978-3-319-21690-4_23"
    dblp: "http://dblp.uni-trier.de/rec/bibtex/conf/cav/SinghG15"
  researchr: "https://researchr.org/publication/SinghG15-1"
  cites: 0
  citedby: 0
  pages: "398-414"
  booktitle: "Computer Aided Verification - 27th International Conference, CAV 2015, San Francisco, CA, USA, July 18-24, 2015, Proceedings, Part I"
  editor:
  - name: "Daniel Kroening"
    link: "https://researchr.org/alias/daniel-kroening"
  - name: "Corina S. Pasareanu"
    link: "https://researchr.org/alias/corina-s.-pasareanu"
  volume: "9206"
  series: "Lecture Notes in Computer Science"
  publisher: "Springer"
  isbn: "978-3-319-21689-8"
  kind: "inproceedings"
  key: "SinghG15-1"
- title: "Automated feedback generation for introductory programming assignments"
  author:
  - name: "Rishabh Singh"
    link: "https://researchr.org/alias/rishabh-singh"
  - name: "Sumit Gulwani"
    link: "https://researchr.org/alias/sumit-gulwani"
  - name: "Armando Solar-Lezama"
    link: "https://researchr.org/alias/armando-solar-lezama"
  year: "2013"
  doi: "http://doi.acm.org/10.1145/2462156.2462195"
  links:
    doi: "http://doi.acm.org/10.1145/2462156.2462195"
    dblp: "http://dblp.uni-trier.de/rec/bibtex/conf/pldi/SinghGS13"
  researchr: "https://researchr.org/publication/SinghGS13"
  cites: 0
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  pages: "15-26"
  booktitle: "ACM SIGPLAN Conference on Programming Language Design and Implementation, PLDI '13, Seattle, WA, USA, June 16-19, 2013"
  editor:
  - name: "Hans-Juergen Boehm"
    link: "https://researchr.org/alias/hans-juergen-boehm"
  - name: "Cormac Flanagan"
    link: "https://researchr.org/alias/cormac-flanagan"
  publisher: "ACM"
  isbn: "978-1-4503-2014-6"
  kind: "inproceedings"
  key: "SinghGS13"
- title: "Specifying Rewrite Strategies for Interactive Exercises"
  author:
  - name: "Bastiaan Heeren"
    link: "http://www.open.ou.nl/bhr/"
  - name: "Johan  Jeuring"
    link: "http://people.cs.uu.nl/johanj/"
  - name: "Alex Gerdes"
    link: "https://researchr.org/alias/alex-gerdes"
  year: "2010"
  doi: "http://springerlink.metapress.com/content/c204312110034814/"
  links:
    doi: "http://springerlink.metapress.com/content/c204312110034814/"
    dblp: "http://dblp.uni-trier.de/rec/bibtex/journals/mics/HeerenJG10"
  tags:
  - "graph-rewriting"
  - "rewriting"
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  researchr: "https://researchr.org/publication/HeerenJG10"
  cites: 0
  citedby: 0
  journal: "Mathematics in Computer Science"
  volume: "3"
  number: "3"
  pages: "349-370"
  kind: "article"
  key: "HeerenJG10"
- title: "The Automated Tutoring of Introductory Computer Programming"
  author:
  - name: "John R. Anderson"
    link: "https://researchr.org/alias/john-r.-anderson"
  - name: "Edward Skwarecki"
    link: "https://researchr.org/alias/edward-skwarecki"
  year: "1986"
  tags:
  - "introductory programming"
  - "programming"
  researchr: "https://researchr.org/publication/AndersonS86"
  cites: 0
  citedby: 0
  journal: "Communications of the ACM"
  volume: "29"
  number: "9"
  pages: "842-849"
  kind: "article"
  key: "AndersonS86"
- title: "Learning is Not a Spectator Sport: Doing is Better than Watching for Learning from a MOOC"
  author:
  - name: "Kenneth R. Koedinger"
    link: "https://researchr.org/alias/kenneth-r.-koedinger"
  - name: "Jihee Kim"
    link: "https://researchr.org/alias/jihee-kim"
  - name: "Julianna Zhuxin Jia"
    link: "https://researchr.org/alias/julianna-zhuxin-jia"
  - name: "Elizabeth A. McLaughlin"
    link: "https://researchr.org/alias/elizabeth-a.-mclaughlin"
  - name: "Norman L. Bier"
    link: "https://researchr.org/alias/norman-l.-bier"
  year: "2015"
  doi: "http://doi.acm.org/10.1145/2724660.2724681"
  links:
    doi: "http://doi.acm.org/10.1145/2724660.2724681"
    dblp: "http://dblp.uni-trier.de/rec/bibtex/conf/lats/KoedingerKJMB15"
  researchr: "https://researchr.org/publication/KoedingerKJMB15"
  cites: 0
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  pages: "111-120"
  booktitle: "Proceedings of the Second ACM Conference on Learning @ Scale, L@S 2015, Vancouver, BC, Canada, March 14 - 18, 2015"
  editor:
  - name: "Gregor Kiczales"
    link: "https://researchr.org/alias/gregor-kiczales"
  - name: "Daniel M. Russell"
    link: "https://researchr.org/alias/daniel-m.-russell"
  - name: "Beverly Park Woolf"
    link: "https://researchr.org/alias/beverly-park-woolf"
  publisher: "ACM"
  isbn: "978-1-4503-3411-2"
  kind: "inproceedings"
  key: "KoedingerKJMB15"
- title: "Feature engineering for clustering student solutions"
  author:
  - name: "Elena L. Glassman"
    link: "https://researchr.org/alias/elena-l.-glassman"
  - name: "Rishabh Singh"
    link: "https://researchr.org/alias/rishabh-singh"
  - name: "Robert C. Miller"
    link: "https://researchr.org/alias/robert-c.-miller"
  year: "2014"
  doi: "http://doi.acm.org/10.1145/2556325.2567865"
  links:
    doi: "http://doi.acm.org/10.1145/2556325.2567865"
    dblp: "http://dblp.uni-trier.de/rec/bibtex/conf/lats/GlassmanSM14"
  researchr: "https://researchr.org/publication/GlassmanSM14-0"
  cites: 0
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  pages: "171-172"
  booktitle: "First (2014) ACM Conference on Learning @ Scale, L@S 2014, Atlanta, GA, USA, March 4-5, 2014"
  editor:
  - name: "Mehran Sahami"
    link: "https://researchr.org/alias/mehran-sahami"
  - name: "Armando Fox"
    link: "https://researchr.org/alias/armando-fox"
  - name: "Marti A. Hearst"
    link: "https://researchr.org/alias/marti-a.-hearst"
  - name: "Michelene T. H. Chi"
    link: "https://researchr.org/alias/michelene-t.-h.-chi"
  publisher: "ACM"
  isbn: "978-1-4503-2669-8"
  kind: "inproceedings"
  key: "GlassmanSM14-0"
- title: "Learning Program Embeddings to Propagate Feedback on Student Code"
  author:
  - name: "Chris Piech"
    link: "https://researchr.org/alias/chris-piech"
  - name: "Jonathan Huang"
    link: "https://researchr.org/alias/jonathan-huang"
  - name: "Andy Nguyen"
    link: "https://researchr.org/alias/andy-nguyen"
  - name: "Mike Phulsuksombati"
    link: "https://researchr.org/alias/mike-phulsuksombati"
  - name: "Mehran Sahami"
    link: "https://researchr.org/alias/mehran-sahami"
  - name: "Leonidas J. Guibas"
    link: "https://researchr.org/alias/leonidas-j.-guibas"
  year: "2015"
  doi: "http://jmlr.org/proceedings/papers/v37/piech15.html"
  links:
    doi: "http://jmlr.org/proceedings/papers/v37/piech15.html"
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  cites: 0
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  pages: "1093-1102"
  booktitle: "Proceedings of the 32nd International Conference on Machine Learning, ICML 2015, Lille, France, 6-11 July 2015"
  editor:
  - name: "Francis R. Bach"
    link: "https://researchr.org/alias/francis-r.-bach"
  - name: "David M. Blei"
    link: "https://researchr.org/alias/david-m.-blei"
  volume: "37"
  series: "JMLR Proceedings"
  publisher: "JMLR.org"
  kind: "inproceedings"
  key: "PiechHNPSG15"
- title: "Teachers and Students in Charge - Using Annotated Model Solutions in a Functional Programming Tutor"
  author:
  - name: "Alex Gerdes"
    link: "https://researchr.org/alias/alex-gerdes"
  - name: "Bastiaan Heeren"
    link: "http://www.open.ou.nl/bhr/"
  - name: "Johan  Jeuring"
    link: "http://people.cs.uu.nl/johanj/"
  year: "2012"
  doi: "http://dx.doi.org/10.1007/978-3-642-33263-0_31"
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  pages: "383-388"
  booktitle: "21st Century Learning for 21st Century Skills - 7th European Conference of Technology Enhanced Learning, EC-TEL 2012, Saarbrücken, Germany, September 18-21, 2012. Proceedings"
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  - name: "Andrew Ravenscroft"
    link: "https://researchr.org/alias/andrew-ravenscroft"
  - name: "Stefanie N. Lindstaedt"
    link: "https://researchr.org/alias/stefanie-n.-lindstaedt"
  - name: "Carlos Delgado Kloos"
    link: "https://researchr.org/alias/carlos-delgado-kloos"
  - name: "Davinia Hernández Leo"
    link: "https://researchr.org/alias/davinia-hern%C3%A1ndez-leo"
  volume: "7563"
  series: "Lecture Notes in Computer Science"
  publisher: "Springer"
  isbn: "978-3-642-33262-3"
  kind: "inproceedings"
  key: "GerdesHJ12"
- title: "Methods for Evaluating Simulated Learners: Examples from SimStudent"
  author:
  - name: "Kenneth R. Koedinger"
    link: "https://researchr.org/alias/kenneth-r.-koedinger"
  - name: "Noboru Matsuda"
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  - name: "Christopher J. MacLellan"
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  - name: "Elizabeth A. McLaughlin"
    link: "https://researchr.org/alias/elizabeth-a.-mclaughlin"
  year: "2015"
  doi: "http://ceur-ws.org/Vol-1432/sl_pap6.pdf"
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  cites: 0
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  booktitle: "Proceedings of the Workshops at the 17th International Conference on Artificial Intelligence in Education, AIED 2015, Madrid, Spain, June 22 + 26, 2015"
  editor:
  - name: "Jesus Boticario"
    link: "https://researchr.org/alias/jesus-boticario"
  - name: "Kasia Muldner"
    link: "https://researchr.org/alias/kasia-muldner"
  volume: "1432"
  series: "CEUR Workshop Proceedings"
  publisher: "CEUR-WS.org"
  kind: "inproceedings"
  key: "KoedingerMMM15"
- title: "Interleaving Strategies"
  author:
  - name: "Bastiaan Heeren"
    link: "http://www.open.ou.nl/bhr/"
  - name: "Johan  Jeuring"
    link: "http://people.cs.uu.nl/johanj/"
  year: "2011"
  doi: "http://dx.doi.org/10.1007/978-3-642-22673-1_14"
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    doi: "http://dx.doi.org/10.1007/978-3-642-22673-1_14"
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  pages: "196-211"
  booktitle: "Intelligent Computer Mathematics - 18th Symposium, Calculemus 2011, and 10th International Conference, MKM 2011, Bertinoro, Italy, July 18-23, 2011. Proceedings"
  editor:
  - name: "James H. Davenport"
    link: "https://researchr.org/alias/james-h.-davenport"
  - name: "William M. Farmer"
    link: "https://researchr.org/alias/william-m.-farmer"
  - name: "Josef Urban"
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  - name: "Florian Rabe"
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  volume: "6824"
  series: "Lecture Notes in Computer Science"
  publisher: "Springer"
  isbn: "978-3-642-22672-4"
  kind: "inproceedings"
  key: "HeerenJ11"
- title: "Codewebs: scalable homework search for massive open online programming courses"
  author:
  - name: "Andy Nguyen"
    link: "https://researchr.org/alias/andy-nguyen"
  - name: "Christopher Piech"
    link: "https://researchr.org/alias/christopher-piech"
  - name: "Jonathan Huang"
    link: "https://researchr.org/alias/jonathan-huang"
  - name: "Leonidas J. Guibas"
    link: "https://researchr.org/alias/leonidas-j.-guibas"
  year: "2014"
  doi: "http://doi.acm.org/10.1145/2566486.2568023"
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    doi: "http://doi.acm.org/10.1145/2566486.2568023"
    dblp: "http://dblp.uni-trier.de/rec/bibtex/conf/www/NguyenPHG14"
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  cites: 0
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  pages: "491-502"
  booktitle: "23rd International World Wide Web Conference, WWW '14, Seoul, Republic of Korea, April 7-11, 2014"
  editor:
  - name: "Chin-Wan Chung"
    link: "https://researchr.org/alias/chin-wan-chung"
  - name: "Andrei Z. Broder"
    link: "https://researchr.org/alias/andrei-z.-broder"
  - name: "Kyuseok Shim"
    link: "https://researchr.org/alias/kyuseok-shim"
  - name: "Torsten Suel"
    link: "https://researchr.org/alias/torsten-suel"
  publisher: "ACM"
  isbn: "978-1-4503-2744-2"
  kind: "inproceedings"
  key: "NguyenPHG14"
- title: "Autonomously Generating Hints by Inferring Problem Solving Policies"
  author:
  - name: "Chris Piech"
    link: "https://researchr.org/alias/chris-piech"
  - name: "Mehran Sahami"
    link: "https://researchr.org/alias/mehran-sahami"
  - name: "Jonathan Huang"
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  - name: "Leonidas J. Guibas"
    link: "https://researchr.org/alias/leonidas-j.-guibas"
  year: "2015"
  doi: "http://doi.acm.org/10.1145/2724660.2724668"
  links:
    doi: "http://doi.acm.org/10.1145/2724660.2724668"
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  cites: 0
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  pages: "195-204"
  booktitle: "Proceedings of the Second ACM Conference on Learning @ Scale, L@S 2015, Vancouver, BC, Canada, March 14 - 18, 2015"
  editor:
  - name: "Gregor Kiczales"
    link: "https://researchr.org/alias/gregor-kiczales"
  - name: "Daniel M. Russell"
    link: "https://researchr.org/alias/daniel-m.-russell"
  - name: "Beverly Park Woolf"
    link: "https://researchr.org/alias/beverly-park-woolf"
  publisher: "ACM"
  isbn: "978-1-4503-3411-2"
  kind: "inproceedings"
  key: "PiechSHG15"
- title: "OverCode: visualizing variation in student solutions to programming problems at scale"
  author:
  - name: "Elena L. Glassman"
    link: "https://researchr.org/alias/elena-l.-glassman"
  - name: "Jeremy Scott"
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  - name: "Rishabh Singh"
    link: "https://researchr.org/alias/rishabh-singh"
  - name: "Philip J. Guo"
    link: "https://researchr.org/alias/philip-j.-guo"
  - name: "Robert C. Miller"
    link: "https://researchr.org/alias/robert-c.-miller"
  year: "2014"
  doi: "http://doi.acm.org/10.1145/2658779.2658809"
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    doi: "http://doi.acm.org/10.1145/2658779.2658809"
    dblp: "http://dblp.uni-trier.de/rec/bibtex/conf/uist/GlassmanSSGM14"
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  pages: "129-130"
  booktitle: "Proceedings of the adjunct publication of the 27th annual ACM symposium on User interface software and technology, UIST 2014 Adjunct Volume, Honolulu, Hawaii, USA, October 5-8, 2014"
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  - name: "Hrvoje Benko"
    link: "https://researchr.org/alias/hrvoje-benko"
  - name: "Mira Dontcheva"
    link: "https://researchr.org/alias/mira-dontcheva"
  - name: "Daniel Wigdor"
    link: "https://researchr.org/alias/daniel-wigdor"
  publisher: "ACM"
  isbn: "978-1-4503-3068-8"
  kind: "inproceedings"
  key: "GlassmanSSGM14"
- title: "Automatic Generation of Programming Feedback; A Data-Driven Approach"
  author:
  - name: "Kelly Rivers"
    link: "https://researchr.org/alias/kelly-rivers"
  - name: "Kenneth R. Koedinger"
    link: "https://researchr.org/alias/kenneth-r.-koedinger"
  year: "2013"
  doi: "http://ceur-ws.org/Vol-1009/0906.pdf"
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    doi: "http://ceur-ws.org/Vol-1009/0906.pdf"
    dblp: "http://dblp.uni-trier.de/rec/bibtex/conf/aied/RiversK13"
  researchr: "https://researchr.org/publication/RiversK13"
  cites: 0
  citedby: 0
  booktitle: "Proceedings of the Workshops at the 16th International Conference on Artificial Intelligence in Education AIED 2013, Memphis, USA, July 9-13, 2013"
  editor:
  - name: "Erin Walker"
    link: "https://researchr.org/alias/erin-walker"
  - name: "Chee-Kit Looi"
    link: "https://researchr.org/alias/chee-kit-looi"
  volume: "1009"
  series: "CEUR Workshop Proceedings"
  publisher: "CEUR-WS.org"
  kind: "inproceedings"
  key: "RiversK13"
- title: "Model solutions and properties for diagnosing student programs in Ask-Elle"
  author:
  - name: "Johan Jeuring"
    link: "https://researchr.org/alias/johan-jeuring"
  - name: "L. Thomas van Binsbergen"
    link: "https://researchr.org/alias/l.-thomas-van-binsbergen"
  - name: "Alex Gerdes"
    link: "https://researchr.org/alias/alex-gerdes"
  - name: "Bastiaan Heeren"
    link: "http://www.open.ou.nl/bhr/"
  year: "2014"
  doi: "http://doi.acm.org/10.1145/2691352.2691355"
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    doi: "http://doi.acm.org/10.1145/2691352.2691355"
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  pages: "31-40"
  booktitle: "Proceedings of the Computer Science Education Research Conference, CSERC 2014, Berlin, Germany, November 5-6, 2014"
  editor:
  - name: "Erik Barendsen"
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  - name: "Valentina Dagiene"
    link: "https://researchr.org/alias/valentina-dagiene"
  publisher: "ACM"
  isbn: "978-1-4503-3347-4"
  kind: "inproceedings"
  key: "JeuringBGH14"
- title: "Game-Themed Programming Assignment Modules: A Pathway for Gradual Integration of Gaming Context Into Existing Introductory Programming Courses"
  author:
  - name: "Kelvin Sung"
    link: "https://researchr.org/alias/kelvin-sung"
  - name: "Cinnamon Hillyard"
    link: "https://researchr.org/alias/cinnamon-hillyard"
  - name: "Robin Lynn Angotti"
    link: "https://researchr.org/alias/robin-lynn-angotti"
  - name: "Michael Panitz"
    link: "https://researchr.org/alias/michael-panitz"
  - name: "David Goldstein"
    link: "https://researchr.org/alias/david-goldstein"
  - name: "John Nordlinger"
    link: "https://researchr.org/alias/john-nordlinger"
  year: "2011"
  doi: "http://dx.doi.org/10.1109/TE.2010.2064315"
  links:
    doi: "http://dx.doi.org/10.1109/TE.2010.2064315"
    dblp: "http://dblp.uni-trier.de/rec/bibtex/journals/te/SungHAPGN11"
  tags:
  - "introductory programming"
  - "programming"
  - "context-aware"
  researchr: "https://researchr.org/publication/SungHAPGN11"
  cites: 0
  citedby: 0
  journal: "IEEE Trans. Education"
  volume: "54"
  number: "3"
  pages: "416-427"
  kind: "article"
  key: "SungHAPGN11"
- title: "Automatic Grading of Computer Programs: A Machine Learning Approach"
  author:
  - name: "Shashank Srikant"
    link: "https://researchr.org/alias/shashank-srikant"
  - name: "Varun Aggarwal"
    link: "https://researchr.org/alias/varun-aggarwal"
  year: "2013"
  doi: "http://dx.doi.org/10.1109/ICMLA.2013.22"
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    doi: "http://dx.doi.org/10.1109/ICMLA.2013.22"
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  cites: 0
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  pages: "85-92"
  booktitle: "12th International Conference on Machine Learning and Applications, ICMLA 2013, Miami, FL, USA, December 4-7, 2013, Volume 1"
  publisher: "IEEE"
  kind: "inproceedings"
  key: "SrikantA13"
- title: "Ask-Elle: A Haskell Tutor - Demonstration"
  author:
  - name: "Johan  Jeuring"
    link: "http://people.cs.uu.nl/johanj/"
  - name: "Alex Gerdes"
    link: "https://researchr.org/alias/alex-gerdes"
  - name: "Bastiaan Heeren"
    link: "http://www.open.ou.nl/bhr/"
  year: "2012"
  doi: "http://dx.doi.org/10.1007/978-3-642-33263-0_42"
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  doi: "http://dx.doi.org/10.1109/MC.2014.349"
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  isbn: "978-1-4503-3056-5"
  kind: "inproceedings"
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- title: "A Programming Tutor for Haskell"
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  - name: "Johan  Jeuring"
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  - name: "Alex Gerdes"
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  series: "Lecture Notes in Computer Science"
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  kind: "inproceedings"
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  - name: "Peter Drake"
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  - name: "Bastiaan Heeren"
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  isbn: "978-1-4503-2956-9"
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  year: "2015"
  doi: "http://doi.acm.org/10.1145/2807442.2807459"
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  pages: "291-301"
  booktitle: "Proceedings of the 28th Annual ACM Symposium on User Interface Software & Technology, UIST 2015, Charlotte, NC, USA, November 8-11, 2015"
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  isbn: "978-1-4503-3779-3"
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- title: "Authoring Tutors with SimStudent: An Evaluation of Efficiency and Model Quality"
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  year: "2014"
  doi: "http://dx.doi.org/10.1007/978-3-319-07221-0_70"
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  pages: "551-560"
  booktitle: "Intelligent Tutoring Systems - 12th International Conference, ITS 2014, Honolulu, HI, USA, June 5-9, 2014. Proceedings"
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  volume: "8474"
  series: "Lecture Notes in Computer Science"
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  kind: "inproceedings"
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  - name: "Frans J. Prins"
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  - name: "Johan  Jeuring"
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  doi: "http://dx.doi.org/10.1016/j.compedu.2013.11.001"
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  doi: "http://doi.acm.org/10.1145/1734263.1734412"
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  isbn: "978-1-4503-0006-3"
  kind: "inproceedings"
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- title: "An interactive functional programming tutor"
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  - name: "Johan  Jeuring"
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  doi: "http://doi.acm.org/10.1145/2325296.2325356"
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  pages: "250-255"
  booktitle: "Annual Conference on Innovation and Technology in Computer Science Education, ITiCSE '12, Haifa, Israel, July 3-5, 2012"
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  isbn: "978-1-4503-1246-2"
  kind: "inproceedings"
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- title: "Towards an Interactive Programming Tutor"
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