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Record W4403900219 · doi:10.54337/nlc.v6.9377

Symposium 7: Constructing ethnicity and identity in the online classroom

2008· article· en· W4403900219 on OpenAlexaff
Leah P. Macfadyen

Bibliographic record

VenueProceedings of the International Conference on Networked Learning · 2008
Typearticle
Languageen
FieldSocial Sciences
TopicOnline and Blended Learning
Canadian institutionsUniversity of British Columbia
Fundersnot available
KeywordsEthnic groupIdentity (music)SociologyMathematics educationPsychologyAnthropologyArtAesthetics

Abstract

fetched live from OpenAlex

In any new learning environment, diverse learners are expected to engage intellectually with peers, course materials and instructors, through argumentation, discussion and critical reflection on ideas. This expectation presupposes, however, a wealth of background understanding: shared assumptions, shared concepts, shared understanding of methods of argument. If learners do not arrive with a common cultural (and intellectual) heritage, they must negotiate or co-construct a new learning culture in which the ‘rules of engagement’ are understood and shared, before fruitful intellectual engagement can begin. In this paper I argue that development of a new group culture requires that individuals can first effectively enact their particular identities. For any learning community to develop, for the construction of a learning culture to begin, learners must first be able to enact their authentic and differing identities in the learning space. Which strategies of self-presentation and identity construction are available to learners when the new learning environment is virtual? Cyberspace (and, in particular, virtual learning environments), remains primarily a 'written world' (Feenberg, 1989), one in which bodily markers of identity such as physical attributes and vocal accent, are often invisible and bodily participation in gesture and ritual is impossible. The body has, to a large extent, been banned (Zurawski, 2000) from the ‘discursive and rhetorical discursive spaces’ of the Internet (Nakamura, 2002), and yet an individual’s authenticity – a term that in English connotes ‘truth’, ‘accuracy of (self)representation’ and ‘trustworthiness’ – is commonly assumed to be guaranteed by physical presence (Feenberg, 1989) and the evidence of the senses. Concerns therefore persist about the Internet as a problematic site for meaningful learner interaction and negotiation of learning cultures that can support ‘engaged collaborative discourse’. Can there be learning cultures that do not depend for their existence on physical presence? If so, how can we best characterize their nature and development? I will argue here that, as in face-to-face classrooms, learners in text-based virtual learning environments begin the process of co-constructing a virtual learning culture by performing and sharing their unique virtual identities, and that one of the key strategies that individuals and newly forming virtual communities make use of in this process is ritual. To investigate how learners enact their identities in a virtual classroom, I examined web-based student communications in an international online undergraduate course, Perspectives on Global Citizenship, in which participating students represent a great diversity of national, cultural and disciplinary backgrounds. I present, here, some of this data, with a focus on ‘ritual text acts’ that participants seem to perform. I draw attention to the ways participants not only ritually perform their affiliations with established national, ethnic or ‘racial’ groups through the use of stylized language, but also how they then ritually challenge these essentialized models of identity. In particular, I explore apparent ritual performances of new hybrid global identities, and moments of ritual resistance to expected learner identities or practices. Based on these findings, I argue that in virtual learning environments, learners transfer and transform ‘first life’ rituals of identity formation and community building into forms that exemplify (new) cultural values and practices. Learners perform themselves through a range of ritual text-as-speech acts that do not simply describe pre-existing identity but also construct it. Transferring elements of real life rituals (for example the use of coded language) to the virtual space, they ritually restate details of their ethnic or national membership (or non-membership) in order to clarify or trouble the identity they possess through a range of other group affiliations, attesting their individual identities in relation to others. Together, these practices help learners establish authentic virtual identities that permit the establishment of a new learning community with a shared learning culture.

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.

How this classification was reachedexpand

Full frame machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.009
metaresearch head score (Gemma)0.004
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Other · Consensus signal: Other
Teacher disagreement score0.014
Threshold uncertainty score0.047

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0090.004
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0010.001
Science and technology studies0.0080.008
Scholarly communication0.0120.009
Open science0.0020.014
Research integrity0.0050.009
Insufficient payload (model declined to judge)0.0140.005

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 head0.048
GPT teacher head0.339
Teacher spread0.291 · 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

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designNot applicable
Domainnot available
GenreOther

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

Quick stats

Citations4
Published2008
Admission routes1
Has abstractyes

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Same venueProceedings of the International Conference on Networked LearningSame topicOnline and Blended LearningFrench-language works237,207