GUIDÆTA - A Versatile Interactions Dataset with extensive Context Information and Metadata

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dc.contributor.authorLengauer, Stefanen_US
dc.contributor.authorGötz, Sarah Annabelle vonen_US
dc.contributor.authorHoesch, Marie-Thereseen_US
dc.contributor.authorSteinwidder, Florianen_US
dc.contributor.authorTytarenko, Mariiaen_US
dc.contributor.authorBedek, Michael A.en_US
dc.contributor.authorSchreck, Tobiasen_US
dc.contributor.editorComino Trinidad, Marcen_US
dc.contributor.editorMancinelli, Claudioen_US
dc.contributor.editorMaggioli, Filippoen_US
dc.contributor.editorRomanengo, Chiaraen_US
dc.contributor.editorCabiddu, Danielaen_US
dc.contributor.editorGiorgi, Danielaen_US
dc.date.accessioned2025-11-21T07:28:36Z
dc.date.available2025-11-21T07:28:36Z
dc.date.issued2025
dc.description.abstractInteraction data is widely used in multiple domains such as cognitive science, visualization, human computer interaction, and cybersecurity, among others. Applications range from cognitive analyses over user/behavior modeling, adaptation, recommendations, to (user/bot) identification/verification. That is, research on these applications - in particular those relying on learned models - require copious amounts of structured data for both training and evaluation. Different application domains thereby impose different requirements. I.e., for some purposes it is vital that the data is based on a guided interaction process, meaning that monitored subjects pursued a given task, while other purposes require additional context information, such as widget interactions or metadata. Unfortunately, the amount of publicly available datasets is small and their respective applicability for specific purposes limited. We present GUIDEd Interaction DATA (GUIDÆTA) - a new dataset, collected from a large-scale guided user study with more than 250 users, each working on three pre-defined information retrieval tasks using a custom-built consumer information system. Besides being larger than most comparable datasets - with 716 completed tasks, 2.39 million mouse and keyboard events (2.35 million and 40 thousand, respectively) and a total observation period of almost 50 hours - its interactions exhibit encompassing context information in the form of widget information, triggered (system) events and associated displayed content. Combined with extensive metadata such as sociodemographic user data and answers to explicit feedback questionnaires (regarding perceived usability, experienced cognitive load, pre-knowledge on the information system's topic), GUIDÆTA constitutes a versatile dataset, applicable for various research domains and purposes. Alongside the data itself, we publish the software tools we use for handling and analyzing the dataset.en_US
dc.description.sectionheadersDatasets
dc.description.seriesinformationSmart Tools and Applications in Graphics - Eurographics Italian Chapter Conference
dc.identifier.doi10.2312/stag.20251335
dc.identifier.isbn978-3-03868-296-7
dc.identifier.issn2617-4855
dc.identifier.pages10 pages
dc.identifier.urihttps://doi.org/10.2312/stag.20251335
dc.identifier.urihttps://diglib.eg.org/handle/10.2312/stag20251335
dc.publisherThe Eurographics Associationen_US
dc.rightsAttribution 4.0 International License
dc.rights.urihttps://creativecommons.org/licenses/by/4.0/
dc.subjectCCS Concepts: Human-centered computing->Interactive systems and tools; Applied computing->Health care information systems
dc.subjectHuman centered computing
dc.subjectInteractive systems and tools
dc.subjectApplied computing
dc.subjectHealth care information systems
dc.titleGUIDÆTA - A Versatile Interactions Dataset with extensive Context Information and Metadataen_US
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