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Enhancing the Learning Experience: Using Vision-Language Models to Generate Questions for Educational Videos
Markos Stamatakis, Joshua Berger, Christian Wartena +2
Web-based educational videos offer flexible learning opportunities and are becoming increasingly popular. However, improving user engagement and knowledge retention remains a chall…
From Formulas to Figures: How Visual Elements Impact User Interactions in Educational Videos
Wolfgang Gritz, Hewi Salih, Anett Hoppe +1
Educational videos have become increasingly relevant in today's learning environments. While prior research in laboratory studies has provided valuable insights, analyzing real-wor…
Verifying Cross-modal Entity Consistency in News using Vision-language Models
Sahar Tahmasebi, David Ernst, Eric Müller-Budack +1
The web has become a crucial source of information, but it is also used to spread disinformation, often conveyed through multiple modalities like images and text. The identificatio…
Patent Figure Classification using Large Vision-language Models
Sushil Awale, Eric Müller-Budack, Ralph Ewerth
Patent figure classification facilitates faceted search in patent retrieval systems, enabling efficient prior art search. Existing approaches have explored patent figure classifica…
Unraveling the Impact of Visual Complexity on Search as Learning
Wolfgang Gritz, Anett Hoppe, Ralph Ewerth
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 k…