Scalable webcam eye tracking by learning from user interactions
A Papoutsaki - Proceedings of the 33rd Annual ACM Conference …, 2015 - dl.acm.org
Eye tracking systems are commonly used in a variety of research domains, but cost
thousands of dollars. In my thesis I investigate a new approach to enable eye tracking for …
thousands of dollars. In my thesis I investigate a new approach to enable eye tracking for …
Real world user model: Evolution of user modeling triggered by advances in wearable and ubiquitous computing: State of the art and future directions
Over the last few years, user modeling scenery is changing. With the recent advancements
in ubiquitous and wearables technologies, the amount and type of data that can be gathered …
in ubiquitous and wearables technologies, the amount and type of data that can be gathered …
Searchgazer: Webcam eye tracking for remote studies of web search
We introduce SearchGazer, a web-based eye tracker for remote web search studies using
common webcams already present in laptops and some desktop computers. SearchGazer is …
common webcams already present in laptops and some desktop computers. SearchGazer is …
Identifying modes of user engagement with online news and their relationship to information gain in text
N Grinberg - Proceedings of the 2018 World Wide Web Conference, 2018 - dl.acm.org
Prior work established the benefits of server-recorded user engagement measures (eg
clickthrough rates) for improving the results of search engines and recommendation …
clickthrough rates) for improving the results of search engines and recommendation …
LRMM: Learning to recommend with missing modalities
Multimodal learning has shown promising performance in content-based recommendation
due to the auxiliary user and item information of multiple modalities such as text and images …
due to the auxiliary user and item information of multiple modalities such as text and images …
Getting the most from eye-tracking: user-interaction based reading region estimation dataset and models
A single digital newsletter usually contains many messages (regions). Users' reading time
spent on, and read level (skip/skim/read-in-detail) of each message is important for platforms …
spent on, and read level (skip/skim/read-in-detail) of each message is important for platforms …
Aggregated search
J Arguello - Foundations and Trends® in Information …, 2017 - nowpublishers.com
The goal of aggregated search is to provide integrated search across multiple
heterogeneous search services in a unified interface—a single query box and a common …
heterogeneous search services in a unified interface—a single query box and a common …
Gazby: Gaze-based bert model to incorporate human attention in neural information retrieval
This paper is interested in investigating whether human gaze signals can be leveraged to
improve state-of-the-art search engine performance and how to incorporate this new input …
improve state-of-the-art search engine performance and how to incorporate this new input …
[BOOK][B] Interactive IR user study design, evaluation, and reporting
Since user study design has been widely applied in search interactions and information
retrieval (IR) systems evaluation studies, a deep reflection and meta-evaluation of interactive …
retrieval (IR) systems evaluation studies, a deep reflection and meta-evaluation of interactive …
Modeling Attentive Interaction Behavior for Web Content Identification in Exploratory Information Seeking
Extracting and collecting information during web exploration is an arduous process,
demanding substantial cognitive and physical effort from users. Users must not only …
demanding substantial cognitive and physical effort from users. Users must not only …