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Record W2263297709

Teaching cross-cultural design in North America

2007· other· en· W2263297709 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.

aboutThe title or abstract carries a Canadian signal from the geographic lexicon.
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

VenueSwinburne Research Bank (Swinburne University of Technology) · 2007
Typeother
Languageen
FieldArts and Humanities
TopicCultural and Communication Design Research
Canadian institutionsnot available
Fundersnot available
KeywordsGeographyHistory
DOInot available

Abstract

fetched live from OpenAlex

Over the past couple of decades, North Americans have found themselves living in an increasingly culturally and ethnically diverse society. In response to this explosive growth in diversity, communication and creative industries must become more sensitive to their target audiences. Henry Steiner and Ken Haas's book Crosscultural Design: Communicating in the Global Marketplace, published in 1995, is one of the earliest graphic design books to address the topic of cross-cultural issues in visual communication. This paper carries on the spirit of 'cross-cultural design' by exploring its applications in teaching at the university level. Using case studies of York University design students' coursework and a workshop for graphic designers, 'Design and Cultural Roots,' held at the University and College Designers Association (UCDA) Annual Conference in Toronto in October 2007, this study examines the issues of teaching cross-cultural design in North America. Analysis will be made to compare the work by York's students with the exercise done by Caucasian-American participants in the workshop. This study contributes to the understanding of teaching cultural roots in visual communication design.

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)0.002
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow), Science and technology studies, Research integrity, Insufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Other · Consensus signal: Other
Teacher disagreement score0.147
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0020.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0050.001
Science and technology studies0.0010.006
Scholarly communication0.0000.000
Open science0.0030.001
Research integrity0.0010.004
Insufficient payload (model declined to judge)0.0160.001

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 head0.108
GPT teacher head0.345
Teacher spread0.237 · 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