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Record W2922846628 · doi:10.21606/drs.2018.197

Designerly Activity Theory: toward a new ontology for design research

2018· article· en· W2922846628 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.

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.

Bibliographic record

VenueProceedings of DRS · 2018
Typearticle
Languageen
FieldEngineering
TopicDesign Education and Practice
Canadian institutionsUniversité de Montréal
Fundersnot available
KeywordsOntologyComputer scienceCollaborative designSituatedContext (archaeology)Activity theoryInterpretation (philosophy)Knowledge managementProcess (computing)Data scienceHuman–computer interactionManagement scienceSoftware engineeringArtificial intelligenceCognitive scienceEpistemologySystems designEngineeringPsychology

Abstract

fetched live from OpenAlex

This paper is based on empirical data obtained from two case studies whereby collaborative design of teams composed of four recent graduates with different backgrounds were studied. In both cases, the collected data is related to the interactions of team members toward the development of a design solution in response to a brief. Although the study of the collaborative design process is an essential part of this work, the focus of the paper is on the potential of an expanded Activity Theory as a methodological framework that allows detailed analysis of collaboration. A five-step data processing approach contributed to the emergence of a new theoretical model. The model, an expanded version of Activity Theory, takes into account creative and contextual processes of collaborative design, allowing for thorough data analysis and the production of systemic interpretation of design activity in context. Titled Designerly Activity Theory, we present our reasoning and supporting references as the contribution of this paper having potential to offer a situated framework for the ontology of design research.

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)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Bench or experimental · Consensus signal: Bench or experimental
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.722
Threshold uncertainty score0.416

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0020.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
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 head0.220
GPT teacher head0.397
Teacher spread0.177 · 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