Consuming Korea Global Branding and Soft Diplomacy from the Lens of K-Drama Cyber Travelers
Bibliographic record
Abstract
South Korea’s popular culture has been globalizing massively through various channels. Popular culture becomes a giant magnet that attracts global consumers to enjoy South Korea. Particularly by consuming k-drama, foreign consumers can expand their experience by doing internet-based-imaginary travel to South Korea’s landscape and daily cultures. This phenomenon is suitable for what we discuss later as the concept of cyber traveling. Departing from that point, this research focuses on South Korea’s global branding and soft diplomacy by analyzing k-drama’s cyber traveling experience by Indonesian consumers. We are using phenomenology as the main method, while in-depth interview, observation, and open-source document research are used as data collecting methods. This research found that k-drama consumption was able to facilitate cyber traveling that contributes significantly to South Korea’s global branding and soft diplomacy as a form of cultural globalization.
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How this classification was reachedexpand
Full frame distilled prediction
Teacher imitationNot 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.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.004 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
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.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, not a consensus.
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".