An Exploration of Data-Driven Hint Generation in an Open-Ended Programming Problem
An Exploration of Data-Driven Hint Generation in an Open-Ended Programming Problem
复制标题
开放式编程问题中数据驱动提示生成的探索
DOI：
--
复制
发表时间：
2015
期刊：
影响因子：
--
通讯作者：
T. Barnes
中科院分区：
文献类型：
--
作者：
T. Price;T. Barnes
数据驱动的系统可以以提示的形式为学生在解决问题的环境中提供自动反馈。编程问题对这些系统提出了独特的挑战，部分原因是单个程序可以用多种方式编写。本文回顾了为编程问题生成数据驱动提示的当前策略，并检查了它们对具有多个松散有序目标的更大、更开放的问题的适用性。我们利用这一分析为未来的工作提出方向，以产生对这些问题的提示。
Data-driven systems can provide automated feedback in the form of hints to students working in problem solving environments. Programming problems present a unique challenge to these systems, in part because of the many ways in which a single program can be written. This paper reviews current strategies for generating data-driven hints for programming problems and examines their applicability to larger, more open-ended problems, with multiple, loosely ordered goals. We use this analysis to suggest directions for future work to generate hints for these problems.