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Record W4406746501 · doi:10.18280/ijsdp.200107

Sustainable Tourism in the Western Part of Kosovo

2025· article· en· W4406746501 on OpenAlexvenueno aff
Osman Sejfijaj, Alberta Tahiri, Bekë Kuqi, Adem Dreshaj, Afrim Selimaj, Bedri Millaku

Bibliographic record

VenueInternational Journal of Sustainable Development and Planning · 2025
Typearticle
Languageen
FieldEconomics, Econometrics and Finance
TopicRegional Development and Management Studies
Canadian institutionsnot available
Fundersnot available
KeywordsTourismSustainable tourismEnvironmental planningSustainable developmentPolitical scienceBusinessNatural resource economicsGeographyEconomicsArchaeology

Abstract

fetched live from OpenAlex

The western part of Kosovo is one of the most frequented by tourists.On one side lies the Dukagjin Plain, and on the other, the mountainous part of the Albanian Alps.In the mountainous part lies the National Park, with many beauties to visit in all seasons of the year.The number of tourist subjects in the area and the number of tourists visiting this area is always increasing.The area is rich in attractive values that leave an impression on every visitor.This space has developed many forms of tourism, which have created a very attractive landscape physiognomy.The paper will also present the part of the development of tourism that has increased the value of the western part of Kosovo.The western area has also given importance to the development of tourism.This is the reason why the western area of Kosovo is called the western tourist area or otherwise the tourist region of the Albanian Alps.Many interesting forms are found in the mountainous part of the western part of Kosovo.The part consists of two parts such as 1) The low part of the Dukagjin Plain and 2) The mountainous part of the Albanian Alps.All tourist and hotel facilities are also present in the Lower part, especially in the city of Peja.But most of them lie in the mountainous part such as Rugova.Thirteen settlements are part of the composition of each.Throughout the year, in all seasons of the year, there are conditions for the Western Region of Kosovo to be visited by visitors from all over the world.Based on the methodology, many potential and important tourist resources have been found in this area.It is really about important tourist attractions for visitors.

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)0.000
metaresearch head score (Gemma)0.000
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.046
Threshold uncertainty score0.092

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0010.000
Scholarly communication0.0010.000
Open science0.0000.001
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0020.000

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 head0.024
GPT teacher head0.247
Teacher spread0.223 · 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 designObservational
Domainnot available
GenreEmpirical

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

Citations0
Published2025
Admission routes1
Has abstractyes

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