Digital convergence of Korea’s webtoons: transmedia storytelling
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.
Bibliographic record
Abstract
The webtoon has been one of the major cultural forms representing Korean youth culture due to its convergence of digital technologies, such as the Internet and smartphones, and popular culture – manhwa (comic strips in Korean). While Korea is not the only country to enjoy webcomics, it is the first country in creating a new form of manhwa format by utilizing major characteristics of digital technologies. By employing media convergence supported by transmedia storytelling as a major theoretical framework, this study analyzes the crucial elements characterizing the emergence of the webtoon market. It examines the ways in which webtoons have managed to become one of the Korea's signature forms of youth culture. Second, it investigates whether webtoons act as one of the major sources for transmedia storytelling. Finally, it maps out whether webtoons utilizing transmedia storytelling take a major role as the primary cultural product of the Korean wave in the global cultural market in the 2010s. This study historicizes the evolution of Korean webtoons according to the surrounding new media ecology, driving the change, and continuity of the manhwa industry over the past 15 years.
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 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 | 0.006 | 0.012 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.001 |
| Scholarly communication | 0.000 | 0.001 |
| 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 it