RULKKG: Estimating User's Knowledge Gain in Search-as-Learning Using Knowledge Graphs

H Nasser, D El Zein, C da Costa Pereira… - Proceedings of the …, 2024 - dl.acm.org
In the context of search as learning, users engage in search sessions to fill their information
gaps and achieve their learning goals. Tracking the user's state of knowledge is therefore …

Unraveling the Impact of Visual Complexity on Search as Learning

W Gritz, A Hoppe, R Ewerth - arxiv preprint arxiv:2501.05289, 2025 - arxiv.org
Information search has become essential for learning and knowledge acquisition, offering
broad access to information and learning resources. The visual complexity of web pages is …

Archiving and Temporal Analysis of Behavioral Web Data-Tales from the Inside

S Dietze - Companion Proceedings of the ACM Web Conference …, 2024 - dl.acm.org
Behavioral web data such as social web activity streams, query logs or behavioral traces
from web search and navigation are crucial to understand the temporal evolution of the web …

Let's Learn from Children: Scaffolding to Enable Search as Learning in the Educational Environment

M Landoni, MS Pera, E Murgia, T Huibers - arxiv preprint arxiv …, 2022 - arxiv.org
In this manuscript, we argue for the need to further look at search as learning (SAL) with
children as the primary stakeholders. Inspired by how children learn and considering the …

On the Influence of Reading Sequences on Knowledge Gain During Web Search

W Gritz, A Hoppe, R Ewerth - European Conference on Information …, 2024 - Springer
Nowadays, learning increasingly involves the usage of search engines and web resources.
The related interdisciplinary research field search as learning aims to understand how …

Identifying Confirmation Bias in a Search as Learning Task: A Study on The Use of Artificial Intelligence in Education

M Machado, JF de Souza… - Simpósio Brasileiro de …, 2024 - sol.sbc.org.br
Confirmation bias, the tendency to favor information that supports existing beliefs, can hinder
information-seeking, especially in learning contexts where it can perpetuate a one-sided …

IWILDS'22--Third International Workshop on Investigating Learning During Web Search

A Hoppe, R Yu, J Liu - Proceedings of the 45th International ACM SIGIR …, 2022 - dl.acm.org
Since its inception, the World Wide Web has become a major information source, consulted
for a diversity of informational tasks. With an abundance of information available online, Web …

Predicting Knowledge Gain during Web Search based on Eye-movement Patterns

A Khawatmi - 2022 - repo.uni-hannover.de
The content on the internet is expanding exponentially, and the virtual space has become a
messy place. Therefore, acquiring information to fulfill the learning need is a difficult task …

[PDF][PDF] Learning to Rank for Knowledge Gain.

M Rokicki, R Yu, D Hienert - INRA/IWILDS@ SIGIR, 2022 - ceur-ws.org
Web search has often been used as a starting point to learn. Search as Learning (SAL)
research aims at supporting learning activities through techniques such as user interface …

[PDF][PDF] Preface to the Proceedings of the Third International Workshop on Investigating Learning during Web Search (IWILDS'22)

A Hoppe, R Yu, J Liu - 2022 - ceur-ws.org
Web search is one of the most ubiquitous online activities and often used as a starting point
to learn, ie, to acquire or extend one's knowledge about certain topics or procedures. When …