Marlon Twyman
Biographic Data
| ID | 200585 |
|---|---|
| NAME | Marlon Twyman |
| GIVEN NAMES | Marlon |
| FAMILY NAME | Twyman |
| SIGNATURE | TWYMAN M |
| AFFILIATIONS | University of Southern California |
| ORCID | 0000-0001-7419-351X |
| VERIFIED | Yes |
| TOTAL WORKS | 6 |
| TOTAL CITATIONS | 5 |
| AUTHOR COUNT | 6 |
| EDITOR COUNT | 0 |
| FIRST PUBLICATION YEAR | 2021 |
| LATEST PUBLICATION YEAR | 2026 |
| H-INDEX | 1 |
A large language model has no body
Cultural data markets
Data markets are critical sites that organize access to data products, such as datasets. This study argues that data markets increasingly operate as digital platforms for cultural production, where the logic of popularity shapes the cultural value of datasets. We conceptualize these shifts by analyzing how dataset valuation operates within cultural data markets . Through statistical and forensic qualitative analysis, we examine key content featur…
Do inclusive incentive systems encourage prosocial or competitive behavior in online communities
Platform designers create and implement incentive systems to encourage users to contribute content to online communities. This article examines the effect of a multidimensional incentive hierarchy in motivating users to engage in competitive and prosocial activities. Utilizing an external change observed in the data science community, Kaggle, and applying a quasi-experimental design, we compared users’ engagement levels before and after introduci…
Positioning in a collaboration network and performance in competitions
Online innovation competitions are ecosystems where institutions source numerous solutions from knowledge workers through a platform intermediary. By considering how an individual competitor’s performance varies based on their social positioning in a competition ecosystem’s collaboration network, we illustrate the value of social networks for individual outcomes in online competitions. The study reports results from Kaggle, a popular online compe…
Teammate invitation networks
Disrupting the Covid-19 Misinfodemic With Network Interventions
Amid the COVID-19 global pandemic, a highly troublesome influx of viral misinformation threatens to exacerbate the crisis through its deleterious effects on public health outcomes and health behavior decisions. This “misinfodemic” has ignited a surge of ongoing research aimed at characterizing its content, identifying its sources, and documenting its effects. Noticeably absent as of yet is a cogent strategy to disrupt misinformation. We start wit…
Teammate invitation networks
Positioning in a collaboration network and performance in competitions
Online innovation competitions are ecosystems where institutions source numerous solutions from knowledge workers through a platform intermediary. By considering how an individual competitor’s performance varies based on their social positioning in a competition ecosystem’s collaboration network, we illustrate the value of social networks for individual outcomes in online competitions. The study reports results from Kaggle, a popular online compe…
Disrupting the Covid-19 Misinfodemic With Network Interventions
Amid the COVID-19 global pandemic, a highly troublesome influx of viral misinformation threatens to exacerbate the crisis through its deleterious effects on public health outcomes and health behavior decisions. This “misinfodemic” has ignited a surge of ongoing research aimed at characterizing its content, identifying its sources, and documenting its effects. Noticeably absent as of yet is a cogent strategy to disrupt misinformation. We start wit…
Disrupting the Covid-19 Misinfodemic With Network Interventions
Amid the COVID-19 global pandemic, a highly troublesome influx of viral misinformation threatens to exacerbate the crisis through its deleterious effects on public health outcomes and health behavior decisions. This “misinfodemic” has ignited a surge of ongoing research aimed at characterizing its content, identifying its sources, and documenting its effects. Noticeably absent as of yet is a cogent strategy to disrupt misinformation. We start wit…
Teammate invitation networks
Positioning in a collaboration network and performance in competitions
Online innovation competitions are ecosystems where institutions source numerous solutions from knowledge workers through a platform intermediary. By considering how an individual competitor’s performance varies based on their social positioning in a competition ecosystem’s collaboration network, we illustrate the value of social networks for individual outcomes in online competitions. The study reports results from Kaggle, a popular online compe…
Do inclusive incentive systems encourage prosocial or competitive behavior in online communities
Platform designers create and implement incentive systems to encourage users to contribute content to online communities. This article examines the effect of a multidimensional incentive hierarchy in motivating users to engage in competitive and prosocial activities. Utilizing an external change observed in the data science community, Kaggle, and applying a quasi-experimental design, we compared users’ engagement levels before and after introduci…
Cultural data markets
Data markets are critical sites that organize access to data products, such as datasets. This study argues that data markets increasingly operate as digital platforms for cultural production, where the logic of popularity shapes the cultural value of datasets. We conceptualize these shifts by analyzing how dataset valuation operates within cultural data markets . Through statistical and forensic qualitative analysis, we examine key content featur…
A large language model has no body
Computer Science (5 works) · Digital Marketing and Social Media (3 works) · Psychology (3 works) · Social Psychology (3 works) · Social Psychology (3 works) · Business (2 works) · Economics (2 works) · Internet privacy (2 works) · Knowledge management (2 works) · Marketing (2 works)