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Record W4312117569 · doi:10.5430/jct.v11n9p72

Multimedia Technologies in Modern Visual Communications and Design Education

2022· article· en· W4312117569 on OpenAlex
Viktoriia Oliinyk, Оксана Чуєва, Victor Arefiev, Viktoriia Prystavka, Sofiia Knyzhnykova, Nataliya Lytvynenko

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

VenueJournal of Curriculum and Teaching · 2022
Typearticle
Languageen
FieldComputer Science
TopicDigital Media and Visual Art
Canadian institutionsnot available
Fundersnot available
KeywordsCommunication designVisual communicationMultimediaField (mathematics)Process (computing)Computer scienceGeneral partnershipDesign educationInformation and Communications TechnologyWork (physics)EngineeringWorld Wide Web

Abstract

fetched live from OpenAlex

The essence of the development of the sphere of professional training of specialists in multimedia design is to increase the efficiency of the work of multi-level, specialized and multifunctional educational institutions that provide professional training of design specialists, improve the qualifications of teaching staff of such educational institutions, and develop social partnership of educational institutions with business. The purpose of the academic paper lies in determining the standpoint of specialists in the sphere of computer design and practising teachers of graphic and computer design specialities regarding the features of using multimedia technologies when working with visual communications and in design education. Methodology. In the course of the research, the analytical and bibliographic method has been used to study the scientific literature on the application of multimedia technologies when working with visual communications and in design education, as well as a questionnaire survey for the practical clarification of certain aspects of multimedia tools in the field of visual communications and in design education. Results. Based on the results of the research, the development process, the role and features of the use of multimedia technologies in the sphere of visual communications and in design education have been studied, and the practical aspects of the using multimedia tools in the educational process and practical activities of specialists in the field of computer design have been clarified.

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)0.001
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 score0.978
Threshold uncertainty score0.183

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.001
Open science0.0000.000
Research integrity0.0000.000
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 head0.022
GPT teacher head0.311
Teacher spread0.289 · 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