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Published in Nathalie Henry Riche, Christophe Hurter, Nicholas Diakopoulos, Sheelagh Carpendale, Data-Driven Storytelling, 2018
Fereshteh Amini, Matthew Brehmer, Gordon Bolduan, Christina Elmer, Benjamin Wiederkehr
Out of a technical perspective, a page view is a request to load a piece of content on a single Web page, also described as a page impression. This request can be initiated by several activities, e.g., clicking on a link or just refreshing a page. In this context, the terms hit and click have a more general meaning as they do not specify the location of the request. Together they are the most close-grained metric for Web analytics.
Neural network-based multi-view enhanced multi-learner active learning: theory and experiments
Published in Journal of Experimental & Theoretical Artificial Intelligence, 2022
In 2010 Zhang and Sun (Zhang & Sun, 2010) proposed a new active learning framework called Multi-Learner, aiming to improve the active learning performance for pattern recognition problems consisting of two views. An example of views is describing an image by its visual features (view 1) and the words surrounding the image (view 2) in a web image retrieval system. Another example is web page classification, where a page can be classified by the words on the page (view 1) and the words on other pages linked to this page (view 2). Mainly, the second view (or any other additional views) is used to provide further information to the classifier to identify the first view meaning that the main objective remains as identifying view 1, but view 2 is employed to improve the first view identification accuracy. However, since the number of views is increased, this approach also increases the complexity of pattern recognition tasks as the classifiers need to process more information and views.
An Evaluation Framework for User Experience Using Eye Tracking, Mouse Tracking, Keyboard Input, and Artificial Intelligence: A Case Study
Published in International Journal of Human–Computer Interaction, 2022
Kennedy Edson Silva de Souza, Igor Leonardo de Aviz, Harold Dias de Mello, Karla Figueiredo, Marley Maria Bernardes Rebuzzi Vellasco, Fernando Augusto Ribeiro Costa, Marcos César da Rocha Seruffo
Figure 4 illustrates the architecture of the Browser Module (orange), which consists of three components: (i) Front-end, an Alias for the Web page view and its JavaScript code; (ii) the Browser engine, that manages the web page view; and (iii) a Data Grouping System, an extensive background submodule for preparing and sending data.