Fluxus Editions

Abstract. This article investigates keystroke data, in an attempt to articulate the microlevel of the graphemic level with the macrolevel of text structures. Analyzing the time-stamps of keylogs, we suggest a hierarchy of constituents inspired by speech data and focus on the interaction of graphemic structure, phonological structure and textual structure within the dimension of time. We present the prototype of an R package designed to analyze keylog capture data, taking into account graphemic structures, syllable counts and parsing. Our R package under development offers functions that can be used to analyze the various levels of graphemic constituents produced by typists, from syllable counts to n-gram analysis.

References References in BIB How to cite How to cite in BIB

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@UNPUBLISHED{evertz,
   AUTHOR = {Evertz, Martin},
   TITLE = {{The History of the Graphematic Foot in English and German}},
   YEAR = {in this volume},
}

@THESIS{Charoenchaikorn,
   AUTHOR = {Charoenchaikorn,Vararin},
   TITLE = {{L2 Revision and Post-task Anticipation during Text-Based Synchronous 
   Computer-Mediated Communication (SCMC) Tasks}},
   SCHOOL = {Lancaster University},
   TYPE = {PhD Thesis},
   YEAR = {2019},
}

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   AUTHOR = {Malekian, Donia and Bailey, James and Kennedy, Gregor and de Barba, Paula and Nawaz, Sadia},
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   TITLE = {{Characterising Students Writing Processes Using Temporal Keystroke Analysis}},
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   TITLE = {{Identifying and Comparing Writing Process Patterns Using Keystroke Logs}},
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   TITLE = {{La disposition Cœur 2.0 (ÉWOPY) comme disposition de clavier bureautique 
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   TITLE = {{Les automatismes du scripteur: Jets textuels spontanés dans le processus 
   de production écrite, le cas des constructions coordinatives}},
   BOOKTITLE = {{SHS Web of Conferences}},
   PUBLISHER = {EDP Sciences},
   YEAR = {2016},
   VOLUME = {27},
   PAGES = {06003},
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@ARTICLE{cislaru2017segments,
   AUTHOR = {Cislaru, Georgeta and Olive, Thierry},
   TITLE = {{Segments répétés, jets textuels et autres routines. Quel niveau de pré-construction?}},
   JOURNAL = {Corpus},
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   BOOKTITLE = {{ARISLA workshop (Anaphora Resolution in Second Language Acquisition)}},
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   NOTE = {Carnegie-Mellon University, \url{http://www.cs.cmu.edu/~keystroke}},
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   AUTHOR = {Mahlow, Cerstin},
   TITLE = {{Learning from Errors: Systematic Analysis of Complex Writing Errors for 
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   MAINTITLE = {{Text, Speech and Language Technology}},
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@INPROCEEDINGS{monaco2013behavioral,
   AUTHOR = {Monaco, John V. and Stewart, John C. and Cha, Sung-Hyuk and Tappert, Charles C},
   TITLE = {{Behavioral Biometric Verification of Student Identity in Online Course 
   Assessment and Authentication of Authors in Literary Works}},
   BOOKTITLE = {{2013 IEEE Sixth International Conference on Biometrics: Theory, 
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   ADDRESS = {Washington, DC},
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   TITLE = {{Prosodic Phonology}},
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@UNPUBLISHED{plank2016keystroke,
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   AUTHOR = {Stewart, John C. and Monaco, John V. and Cha, Sung-Hyuk and Tappert, Charles C.},
   TITLE = {{An Investigation of Keystroke and Stylometry Traits for Authenticating 
   Online Test Takers}},
   BOOKTITLE = {{2011 International Joint Conference on Biometrics (IJCB)}},
   ADDRESS = {Washington, DC},
   YEAR = {2011},
   PAGES = {1--7},
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@INPROCEEDINGS{tappert_keystroke_2012,
   AUTHOR = {Tappert, Charles C. and Cha, Sung-Hyuk and Villani, Mary and Zack, Robert S.},
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   BOOKTITLE = {{Optimizing Information Security and Advancing Privacy Assurance: 
   New Technologies}},
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   AUTHOR = {Van Waes, Luuk and Leijten, Mariëlle and Neuwirth, Christophe},
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@ARTICLE{weingarten2004,
   AUTHOR = {Weingarten, Rüdiger and Nottbusch, Guido and Will, Udo},
   TITLE = {{Morphemes, Syllables, and Graphemes in Written Word Production}},
   JOURNAL = {Trends in linguistics studies and monographs},
   YEAR = {2004},
   VOLUME = {157},
   PAGES = {529--572},
}

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   TITLE = {{Analysis of the Acquisition Process for Keystroke Dynamics}},
   BOOKTITLE = {{Proceedings of the International Conference of the Biometrics 
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   AUTHOR = {Leijten, Mariëlle and Van Waes, Luuk},
   TITLE = {{Keystroke Logging in Writing Research: Using Inputlog to Analyze and 
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   JOURNAL = {Written Communication},
   YEAR = {2013},
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Nicolas Ballier , Erin Pacquetet & Taylor Arnold (2019), Investigating Keylogs as Time-Stamped Graphemics, in Proceedings of Graphemics in the 21st Century, Brest 2018 (Yannis Haralambous, Ed.), Brest: Fluxus Editions, 353–365

@INPROCEEDINGS{gla1-ball,
   AUTHOR = {Ballier, Nicolas and Pacquetet, Erin and Arnold, Taylor},
   EDITOR = {Haralambous, Yannis},
   TITLE = {{Investigating Keylogs as Time-Stamped Graphemics}},
   BOOKTITLE = {{Proceedings of Graphemics in the 21st Century, Brest 2018}},
   PUBLISHER = {Fluxus Editions},
   ADDRESS = {Brest},
   YEAR = {2019},
   PAGES = {353--365},
   DOI = {https://doi.org/10.36824/2018-graf-ball},
}