A new perspective on word association: how keystroke logging informs strength of word association

作者: Michelle Aldridge , Lise Fontaine , Neil Bowen , Tamsin Smith

DOI: 10.1080/00437956.2018.1535365

关键词:

摘要: For many years, word association (WA) data has informed theories of the mental lexicon by analyzing words elicited. However, findings are inconsistent and WA research is still waiting for ‘a breakthrough in methodology which can unlock its undoubted potential’ (Schmitt 2010. Researching vocabulary: A vocabulary manual. Palgrave Macmillan, 248). In this paper, we offer a new perspective on using keystroke logging (Inputlog, Leijten & Van Waes 2013. Keystroke writing research: Using Inputlog to analyze visualize processes. Written Communication 30(3). 358–92. Online: www.inputlog.net/description.html) captures processes production. More specifically, pause behavior during continued, typed, task with 30 cue eliciting 4 responses, per cue, evaluate strength links lexical selection We show strong positive correlation between length inter-response location, providing empirical evidence supports established hypothesis that as more responses elicited, them become weaker. Furthermore, Fitzpatrick's response classification (2007. Word patterns: unpacking assumptions. International Journal Applied Linguistics 17(3). 319–31), found meaning-based were most common dataset generally, but, they particularly occurred after longer pauses, exclusively so longest pauses. Position form-based whilst less frequent overall, typically followed shortest our conclusion highlight importance fine-tuning ongoing understanding how access lexicon.

参考文章(36)
Doris R. Entwisle, Word Associations of Young Children ,(1966)
Linda Flower, John R Hayes, None, A Cognitive Process Theory of Writing. College Composition and Communication. ,vol. 32, pp. 365- 387 ,(1981) , 10.2307/356600
Cristina Izura, Andrew W Ellis, None, Age of acquisition effects in word recognition and production in first and second languages Psicologica. ,vol. 23, pp. 245- 282 ,(2002)
Joost Schilperoord, On the Cognitive Status of Pauses in Discourse Production Studies in Writing. pp. 61- 87 ,(2002) , 10.1007/978-94-010-0468-8_4
Henriette Bagger Nissen, Birgit Henriksen, Word class influence on word association test results1 International Journal of Applied Linguistics. ,vol. 16, pp. 389- 408 ,(2006) , 10.1111/J.1473-4192.2006.00124.X
David A. Balota, Michael J. Cortese, Susan D. Sergent-Marshall, Daniel H. Spieler, Melvin J. Yap, Visual word recognition of single-syllable words. Journal of Experimental Psychology: General. ,vol. 133, pp. 283- 316 ,(2004) , 10.1037/0096-3445.133.2.283
Douglas L. Nelson, Cathy L. Mcevoy, Simon Dennis, What is free association and what does it measure Memory & Cognition. ,vol. 28, pp. 887- 899 ,(2000) , 10.3758/BF03209337
Allan M. Collins, M. Ross Quillian, Retrieval time from semantic memory Journal of Verbal Learning and Verbal Behavior. ,vol. 8, pp. 240- 247 ,(1969) , 10.1016/S0022-5371(69)80069-1