We present the design and evaluation of a web-based intelligent writing assistant that helps students recognize their revisions of argumentative essays. To understand how our revision assistant can best support students, we have implemented four versions of our system with differences in the unit span (sentence versus sub-sentence) of revision analysis and the level of feedback provided (none, binary, or detailed revision purpose categorization). We first discuss the design decisions behind relevant components of the system, then analyze the efficacy of the different versions through a Wizard of Oz study with university students. Our results show that while a simple interface with no revision feedback is easier to use, an interface that provides a detailed categorization of sentence-level revisions is the most helpful based on user survey data, as well as the most effective based on improvement in writing outcomes.
翻译:我们提出网络智能写作助理的设计和评价,帮助学生认识他们修改论文的论据。为了了解我们的修订助理如何能最好地支持学生,我们实施了四个版本的系统,在修订分析的单位范围(判决与次判决)和反馈水平(无、二进制或详细修订目的分类)上存在差异。我们首先讨论系统相关组成部分背后的设计决定,然后通过奥兹巫师与大学生一起研究分析不同版本的功效。我们的结果显示,虽然简单接口不提供修订反馈更容易使用,但提供句级修订详细分类的界面根据用户调查数据最为有用,也是在改进书面结果的基础上最有效的。