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Record W2866987432 · doi:10.20535/2410-8286.121709

MULTICULTURAL COMPONENT IN THE SYSTEM OF PROFESSIONAL TRAINING OF TOURISM AND HOSPITALITY MANAGERS IN CANADIAN UNIVERSITIES: EXPERIENCE FOR UKRAINE

2018· article· en· W2866987432 on OpenAlex
Наталія Жорняк, M. Havran, Olena Barabash, Hanna Shayner, Oksana Bilyk

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

VenueAdvanced Education · 2018
Typearticle
Languageen
FieldSocial Sciences
TopicTourism, Volunteerism, and Development
Canadian institutionsnot available
Fundersnot available
KeywordsTourismHospitalityMulticulturalismCurriculumComponent (thermodynamics)Hospitality management studiesProfessional developmentTraining (meteorology)Public relationsEngineering ethicsSociologyPedagogyPsychologyPolitical scienceEngineeringGeography

Abstract

fetched live from OpenAlex

The article deals with tourism and hospitality managers’ professional training in Canada. The authors analyse the scientific and pedagogical literature which highlights different aspects of the problem of multicultural component in the system of professional training of tourism and hospitality managers. The research methodology comprises theoretical and applied methods (bibliographical method, analysis and systematisation, content analysis, statistical analysis, synthesis and comparative analysis, mathematical method). The development of tourism and hospitality managers’ professional training is outlined and the emergence of the need for its multicultural component formation is specified. The analysis of tourism occupational standards made it possible to distinguish the knowledge, skills and professional values of tourism and hospitality managers. The formation of the multicultural component, the content, objectives, and priorities of multicultural training are based on three main principles of multicultural education: accessibility, equal opportunities, diversity. The article describes the theoretical and applied elements of multicultural component formation as well as basic forms of organisation: the development of special courses, including additional content elements in curricula and academic programmes, the use of innovative forms and methods of training. The proposals for possible ways to adapt Canadian tourism and hospitality managers’ professional training experience in Ukraine are developed.

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: Qualitative · Consensus signal: Qualitative
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.144
Threshold uncertainty score0.829

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 studies0.0000.000
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 head0.016
GPT teacher head0.320
Teacher spread0.304 · 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