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Record W4224862215 · doi:10.18280/ijsdp.170215

Implementation Model of Community Based Tourism on Rural Tourism

2022· article· en· W4224862215 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.

venuePublished in a venue whose home country is Canada.
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

VenueInternational Journal of Sustainable Development and Planning · 2022
Typearticle
Languageen
FieldSocial Sciences
TopicCommunity-based Tourism Development and Sustainability
Canadian institutionsnot available
Fundersnot available
KeywordsTourismRural tourismTourism geographyFocus groupBusinessMarketingCitizen journalismEcotourismCommunity developmentWorkgroupEconomic growthGeographyPolitical scienceEconomicsComputer science

Abstract

fetched live from OpenAlex

One effort of increasing rural economy can be conducted by developing rural tourism. Tourism sector is considered to be capable to encourage the development of other economy sectors. Tourism also contributes in increasing job opportunity and income. The bottom up planning paradigm expects the community to take roles as both subject and object of development. Dieng Plateau as a tourist attraction has various kinds of attractions. Rural tourism is designed by the local community to the tourist attraction in Dieng. This research aims at identifying how the implementation model of Community Based Tourism has been conducted to the development of Dieng Kulon rural tourism. This research is a qualitative one, which uses the primary data taken from Observation Technique and Focus Group Discussion. The analysis used in this research is descriptive qualitative and Participatory Rural Appraisal (PRA). This research has found a model of Community-Based Tourism that has been conducted in the development of Dieng Kulon rural tourism through Pokdarwis (Tourism Awareness Group) and Pokja (Workgroup) establishment on eight fields. The Community Based Tourism model that has been tested and implemented in this research may complement the models in the previous research findings, which show the roles and functions of each actor of tourism development.

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)0.004
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesScience and technology studies
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: Qualitative
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.155
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0040.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.000
Science and technology studies0.0010.000
Scholarly communication0.0000.000
Open science0.0010.000
Research integrity0.0000.001
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 head0.036
GPT teacher head0.334
Teacher spread0.298 · 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