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Record W3019851062 · doi:10.3390/su12083383

A Study on the Complementary Direction of Guidelines for Developing Green Conventions in Korea: Using Comparative Analysis among Domestic and Overseas Cases

2020· article· en· W3019851062 on OpenAlex
Miseong Kim, Hyunji Moon, Minsu Chu, Yooshik Yoon

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

VenueSustainability · 2020
Typearticle
Languageen
FieldSocial Sciences
TopicConferences and Exhibitions Management
Canadian institutionsnot available
FundersNational Research Foundation
KeywordsConventionExhibitionSustainabilityIncentiveBusinessValue (mathematics)Sustainable developmentChristian ministryPolitical scienceEngineeringMarketingLawEconomicsGeographyComputer scienceEcology

Abstract

fetched live from OpenAlex

As interests in sustainability have been increasing and discussions of environmental issues are ongoing globally, the MICE industry (Meeting, Incentive Travel, Convention, and Exhibition), which is attracting attention as a high value-added industry, also became an important part of the sustainability domain. Consequently, there has been a rise in hosting ‘green conventions’, or ‘green MICE’ which are designed to minimize all the negative impacts on the environment such as energy and water consumption. At some point, a large number of studies had been conducted for the development of green conventions, but most of them mainly used empirical methods. Although the Ministry of Environment has presented guidelines and some domestic exhibition convention centers have implemented strategies, they are not enough compared to overseas countries. This study aims to examine the latest guidelines to supplement the guidelines of Korea’s green convention. In this regard, the study will use a comparative analysis method among the current guidelines of convention centers in Australia (Sydney), Canada (Vancouver), and the U.S.A (Detroit and San Francisco) and draw up complementary directions. As a result, we could draw out common items in the facility management and event planning and operation section. Some items were similar in all convention centers, but others were included in the guidelines of few centers only. This research is sure to be the academic background for developing related practices and standards for the future green convention in Korea. In addition, this study will have value in terms of investigating sustainable management in the convention industry as the importance of sustainability in the tourism industry emerges.

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)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.407
Threshold uncertainty score0.946

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
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 head0.317
GPT teacher head0.477
Teacher spread0.160 · 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