linking-writing-processes-to-writing-quality比赛数据集

The goal of this competition is to predict overall writing quality. Does typing behavior affect the outcome of an essay? You will develop a model trained on a large dataset of keystroke logs that have captured writing process features.

Your work will help explore the relationship between learners’ writing behaviors and writing performance, which could provide valuable insights for writing instruction, the development of automated writing evaluation techniques, and intelligent tutoring systems.

本次竞赛的核心任务为预测作文的整体写作质量。打字行为是否会对作文的最终评分产生影响？你将基于收录了写作过程特征的海量按键日志数据集，开发并训练相关模型。
本项工作将助力探索学习者写作行为与写作表现之间的内在关联，可为写作教学、自动化写作评估技术的研发以及智能导学系统（intelligent tutoring systems）的构建提供极具价值的参考洞见。

搜集汇总

背景与挑战

背景概述

该数据集旨在通过击键日志数据预测整体写作质量，探究打字行为对文章结果的影响。它基于大规模写作过程特征，用于分析学习者写作行为与表现之间的关系，为写作教学和智能评估系统提供参考。