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Record W4313303993 · doi:10.32920/ifmj.v2i4.1693

Interactive Storytelling for Immersive Media, Augmented Manufacturing, and Digital Healthcare

2022· article· en· W4313303993 on OpenAlex

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

venuePublished in a venue whose home country is Canada.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenueInteractive Film and Media Journal · 2022
Typearticle
Languageen
FieldComputer Science
TopicVirtual Reality Applications and Impacts
Canadian institutionsnot available
Fundersnot available
KeywordsInteractivityStorytellingAugmented realityPopularityContext (archaeology)Computer scienceMultimediaVirtual realityNarrativeImmersion (mathematics)Human–computer interactionInteractive mediaMixed realityDigital mediaInteractive storytellingWorld Wide WebArtPsychology

Abstract

fetched live from OpenAlex

The article explores interactive storytelling in augmented and virtual reality. It is based on the research project Immersive Media Lab, bridges the gap between technological developments and their application, and aims to combine art, economy, and science. Due to their increased availability, virtual and immersive technologies have not only seen a resurgence in their popularity but also offer intriguing new perspectives regarding their use in different contexts. Consequently, the notions of interactivity and immersion also play significant roles in the study of storytelling in conjunction with virtual and augmented reality. The Immersive Media Lab has employed state-of-the-art AR/VR technology in five use cases: VR Interaction, Artistic Motion Tracking in AR/VR, Audio AR for Industry, AR/VR Interfaces for Industry, and AR Education for Patients. All of them, but one, developed prototypical applications related to the central concept of interactive storytelling. Furthermore, each use case addresses three distinct dimensions of storytelling: the production of a coherent story, the collection and transfer of knowledge, and the specificity of the technology used. Covering the areas of Creative Media, Smart Manufacturing, and Healthcare leads to a particular research design, as each area is connected to different research contexts and comes with appliances of immersive media. The article focuses on various theoretical inputs regarding interactive and immersive storytelling in general and relates them to the academic background of the five use cases. Furthermore, each use case defined a story in its context, the purpose of its narration, and its media-specific context. Finally, the paper reflects on the outcomes of the use cases and outlines their potential for future applications of interactive storytelling in immersive media.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

Full frame distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Other design · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.846
Threshold uncertainty score0.587

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0010.000
Scholarly communication0.0000.001
Open science0.0000.000
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0000.000

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.020
GPT teacher head0.280
Teacher spread0.260 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it