Integrating Support for Collaboration in a Computer Science Intelligent Tutoring System

  • Rachel Harsley
  • Barbara Di Eugenio
  • Nick Green
  • Davide Fossati
  • Sabita Acharya
Conference paper
Part of the Lecture Notes in Computer Science book series (LNCS, volume 9684)

Abstract

Calls for widespread Computer Science (CS) education have been issued from the White House down and have been met with increased enrollment in CS undergraduate programs. Yet, these programs often suffer from high attrition rates. One successful approach to addressing the problem of low retention has been a focus on group work and collaboration. This paper details the design of a collaborative ITS (CIT) for foundational CS concepts including basic data structures and algorithms. We investigate the benefit of collaboration to student learning while using the CIT. We compare learning gains of our prior work in a non-collaborative system versus two methods of supporting collaboration in the collaborative-ITS. In our study of 60 students, we found significant learning gains for students using both versions. We also discovered notable differences related to student perception of tutor helpfulness which we will investigate in subsequent work.

Keywords

Collaboration Collaborative intelligent tutoring system Data structures CS1 CS2 

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Copyright information

© Springer International Publishing Switzerland 2016

Authors and Affiliations

  • Rachel Harsley
    • 1
  • Barbara Di Eugenio
    • 1
  • Nick Green
    • 1
  • Davide Fossati
    • 2
  • Sabita Acharya
    • 1
  1. 1.Department of Computer ScienceUniversity of Illinois at ChicagoChicagoUSA
  2. 2.Department of Math and Computer ScienceEmory UniversityAtlantaUSA

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