Keystroke Logging in Writing Research

@article{Leijten2013KeystrokeLI,
  title={Keystroke Logging in Writing Research},
  author={Mari{\"e}lle Leijten and Luuk Van Waes},
  journal={Written Communication},
  year={2013},
  volume={30},
  pages={358 - 392}
}
Keystroke logging has become instrumental in identifying writing strategies and understanding cognitive processes. Recent technological advances have refined logging efficiency and analytical outputs. While keystroke logging allows for ecological data collection, it is often difficult to connect the fine grain of logging data to the underlying cognitive processes. Multiple methodologies are useful to offset these difficulties. In this article we explore the complementarity of the keystroke… 

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References

SHOWING 1-10 OF 89 REFERENCES

Keystroke Analysis

TLDR
These measures were used to analyze pauses, bursts, and revisions and found that burst lengths vary depending on their initiation type as well as their termination type, suggesting that the classification system used in previous research should be elaborated.

Combined eyetracking and keystroke-logging methods for studying cognitive processes in text production

TLDR
It is demonstrated how the methods instantiated within these systems can be used to make sense of the large amount of data generated by eyetracking and keystroke logging in order to inform understanding of the cognitive processes that underlie written text production.

What Keystroke Logging can Reveal about Writing

TLDR
A bird's eye perspective on the budding paradigm of using keystroke logging as a window on the online process of writing is given and methods and tools for designing writing experiments, recording writing activity, and for analysing recordings of writing activity are reviewed.

Combining Keystroke Logging with Eye Tracking

This chapter describes the successful development of a new methodology for studying on-line writing. The text-logging tool ScriptLog has been combined with the eyetracking technology iView X HED HT,

From Character to Word Level: Enabling the Linguistic Analyses of Inputlog Process Data

TLDR
A parser has been developed that extracts three types of data from the S-notation: word-level revisions, deleted fragments, and the final writing product, which represents clean and grammatical text.

Examining Pauses in Writing: Theory, Methods and Empirical Data

  • Åsa Wengelin
  • Computer Science
    Computer Key-Stroke Logging and Writing
  • 2006
TLDR
This chapter will address both theoretical and methodological issues in pause analysis, including the theoretical assumptions concerning how pause analysis can contribute towards the authors' understanding of written language production and some empirical analyses are given.

Academic writers on-line: investigating pausing in the production of text

In this paper we present details of an approach to the study of writing processes based on the analysis of temporal aspects of the writing event. This approach involves recording the keystroke

Looking at the keyboard or the monitor: relationship with text production processes

In this paper we explored text production differences in an expository text production task between writers who looked mainly at the keyboard and writers who looked mainly at the monitor.

A Design, Tests and Considerations for Improving Keystroke and Mouse Loggers

TLDR
Improvements to a keystroke logger for the Mac and PC, Recording User Input (RUI), are reported, which includes changes to its interface, increased accuracy, and extensions to its logging ability.

Influence of Typing Skill on Pause-Execution Cycles in Written Composition

TLDR
Results showed that the time ratio between pauses and execution differs between groups, and relative to fast typists, slow typists make more pauses, and have shorter execution periods.
...