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Relating Eye-Tracking Measures With Changes In Knowledge on Search Tasks

Human-Computer Interaction 2019-08-16 v1 Information Retrieval Machine Learning

Abstract

We conducted an eye-tracking study where 30 participants performed searches on the web. We measured their topical knowledge before and after each task. Their eye-fixations were labelled as "reading" or "scanning". The series of reading fixations in a line, called "reading-sequences" were characterized by their length in pixels, fixation duration, and the number of fixations making up the sequence. We hypothesize that differences in knowledge-change of participants are reflected in their eye-tracking measures related to reading. Our results show that the participants with higher change in knowledge differ significantly in terms of their total reading-sequence-length, reading-sequence-duration, and number of reading fixations, when compared to participants with lower knowledge-change.

Keywords

Cite

@article{arxiv.1805.02399,
  title  = {Relating Eye-Tracking Measures With Changes In Knowledge on Search Tasks},
  author = {Nilavra Bhattacharya and Jacek Gwizdka},
  journal= {arXiv preprint arXiv:1805.02399},
  year   = {2019}
}

Comments

ACM Symposium on Eye Tracking Research and Applications (ETRA), June 14-17, 2018, Warsaw, Poland

R2 v1 2026-06-23T01:46:57.495Z