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Book ChapterDOI

Exploring Pointer Assisted Reading (PAR): Using Mouse Movements to Analyze Web Users’ Reading Behaviors and Patterns

Ilan Kirsh, +1 more
- pp 156-173
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TLDR
In this article, the authors explored pointer assisted reading (PAR), a reading behavior consisting of moving the mouse cursor (also known as the pointer) along sentences to mark the reading position, similarly to finger-pointing when reading a book.
Abstract
This paper explores Pointer Assisted Reading (PAR), a reading behavior consisting of moving the mouse cursor (also known as the pointer) along sentences to mark the reading position, similarly to finger-pointing when reading a book. The study shows that PAR is an uncommon reading technique and examines methods to extract and visualize the PAR activity of web users. An analysis shows that PAR data of real users reveal reading properties, such as speed, and reading patterns, such as skipping and rereading. Eye-tracking is usually used to analyze user reading behaviors. This paper advocates for considering PAR-tracking as a feasible alternative to eye-tracking on websites, as tracking the eye gaze of ordinary web users is usually impractical. PAR data might help in spotting quality issues in the textual content of a website, such as unclear text or content that might not interest the website users, based on analyzing reading properties and patterns (e.g. reading speed, skipping, and rereading). Accordingly, PAR-tracking may have various practical applications in a wide range of fields, and particularly in educational technology, e-learning, and web analytics.

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Proceedings ArticleDOI

Directions and Speeds of Mouse Movements on a Website and Reading Patterns: A Web Usage Mining Case Study

Ilan Kirsh
TL;DR: In this paper, the authors focused on mouse movement directions and speeds, and what they indicate, rather than on the mouse cursor position, and found that most mouse movements in the examined usage data are either approximately horizontal or approximately vertical, horizontal mouse movements are more frequent than vertical mouse movements, and horizontal movements to the left and to the right are not equivalent in terms of moving time and speed.
Proceedings ArticleDOI

Using Mouse Movement Heatmaps to Visualize User Attention to Words

Ilan Kirsh
TL;DR: A new type of web page heatmap, the Word Attention Heatmap (WAH), is introduced, which visualizes user attention to text words based on mouse movements, which may help in identifying complex words and challenging sentences as part of a process of improving and simplifying textual web content.
Book ChapterDOI

Horizontal Mouse Movements (HMMs) on web pages as indicators of user interest

TL;DR: In this paper, a particular pattern of mouse movements, Horizontal Mouse Movements (HMMs), consisting of series of mouse move events in the same horizontal direction, as indicators of users' current interest was investigated.
Proceedings ArticleDOI

What Web Users Copy to the Clipboard on a Website: A Case Study.

Ilan Kirsh
TL;DR: Ten different potential uses of copy operations data are described and discussed in this paper, which span over a wide range of areas, including web analytics, web personalization, adaptive websites, text simplification, text summarization, detection of plagiarism, and search engine optimization.
Journal ArticleDOI

Virtual Finger-Point Reading Behaviors: A Case Study of Mouse Cursor Movements on a Website

Ilan Kirsh
- 01 Jun 2022 - 
TL;DR: In this article , a statistical analysis of mouse movements on an online learning website, which was selected for this study, sheds light on several interesting patterns, such as: most mouse movements in the examined usage data are either approximately horizontal or approximately vertical and horizontal mouse movements are more frequent than vertical mouse movements.
References
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Proceedings ArticleDOI

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Proceedings ArticleDOI

What can a mouse cursor tell us more?: correlation of eye/mouse movements on web browsing

TL;DR: It is argued that a mouse could provide us more information than just the x, y position where a user is pointing, which implies that an inexpensive and extremely popular tool can be used as an alternative of eye-tracking systems, especially in web usability evaluation.
Journal ArticleDOI

INCIDENTAL L2 VOCABULARY ACQUISITION FROM AND WHILE READING: An Eye-Tracking Study

TL;DR: This paper found that L2 English learners recognized the form and meaning of 86% and 75% of the target nonwords, respectively, whereas they recalled the meaning of 55% of nonwords.
Proceedings ArticleDOI

User see, user point: gaze and cursor alignment in web search

TL;DR: A search study is conducted to determine when gaze and cursor are aligned, and thus when the cursor position is a good proxy for gaze position, and improves the state-of-the-art technique for approximating visual attention with the cursor.
Journal ArticleDOI

Attention to Banner Ads and Their Effectiveness: An Eye-Tracking Approach

TL;DR: The results suggest that animation in banner ads does not necessarily increase user attention, but that even if a user does not consciously notice a banner ad, the user's attitude toward the brand is influenced.
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