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Building a better mousetrap: Compressing mouse cursor activity for web analytics

Luis A. Leiva, Jeff Huang
2015 Information Processing & Management  
cursor activity, which is useful for computing the relevance for search results or determining user attention on a page.  ...  We evaluate 5 lossless and 5 lossy compression algorithms over two datasets, reporting results about client-side performance, space savings, and how well a lossy algorithm can replicate the original cursor  ...  Acknowledgments We thank Henry Feild for sharing his eye-tracking study dataset. We also thank Susan Dumais, Qi Guo, Anna Kazeykina, and Jacob Wobbrock for fruitful discussions.  ... 
doi:10.1016/j.ipm.2014.10.005 fatcat:oo7oflz7y5ctfhc7pec3dxtb6i

A Proposal of Web Browser's Behavior Analysis Method by Mous Cursor Track When using clustering by K-means clustering
マウスカーソルの軌跡によるWeb閲覧者の行動分析手法の提案 -K平均法によるクラスタリングを用いた場合-

Daisuke Mukumoto, Masamitsu Moriyama
2017 Proceedings of Annual Conference of the Information Systems Society in Japan  
Leiva, Jeff Huang, "Building a better mousetrap: Compressing mouse cursor activity for web analytics, " Information Processing & Management, Vol. 51, Issue 2, pp. 114-129, 2015. [2] Anil K.Jain, "Data  ...  . , , 100 . [] -2 11 [] l=1 ⃗ t i,1 ⃗ g j,1 , 2 l m 1 , ⃗ t i,l− l 2 ( l−1) ⃗ g j,l , l = m ⃗ t i,p(i) ⃗ g j,m . k, m, th . 4. 4 Luis A.  ... 
doi:10.19014/proceedingsissj.13.0_a15 fatcat:fgupcrkwo5ep3py4cf2fnrxkey

Using real-time online preprocessed mouse tracking for lower storage and transmission costs

Fajar Purnama, Tsuyoshi Usagawa
2020 Journal of Big Data  
Sometimes, analysts only need the heat map of a certain area or perhaps just a summary of the number of activities that occurred on a webpage.  ...  However, the geometrical data generated by mouse tracking are extremely large, and qualify as big data. A single swipe on a webpage from left to right can generate a megabyte (MB) of data.  ...  Acknowledgements The authors would like to express their deepest gratitude to Otgontsetseg Sukhbaatar, Lodoiravsal Choimaa, and their students for participating in the mouse tracking quiz session.  ... 
doi:10.1186/s40537-020-00304-x fatcat:5auiu3xevvhnlfgdk6ygefz4se

TeaP 2020 - Abstracts of the 62nd Conference of Experimental Psychologists

(:Unkn) Unknown, Leibniz Institut Für Psychologie (ZPID), Christian Dobel, Carina Giesen, Laura Anne Grigutsch, Jürgen M. Kaufmann, Gyula Kovács, Franziska Meissner, Klaus Rothermund, Stefan R. Schweinberger
A special opportunity for automated individual mobility lies in the possibility to perform office work during traveling and commuting.  ...  Consequently, we carried out an experimental driving simulator study (N = 32) and investigated several advanced interface variants for a typical office task (text-comprehension).  ...  Mousetrap-web integrates with the mousetrap R package for processing, analysis and visualization of the collected data.  ... 
doi:10.23668/psycharchives.5176 fatcat:67c63hw2bnal5bnfydwg5nvuta