The value of data: considering the context of production in data economies

By Janet Vertesi, Paul Dourish. 2011

114 citations recorded by the source corpus.

Subfields: Information Systems and Management, Sociology and Political Science, Human-Computer Interaction

How researchers see this paper

The researchers whose trusted networks rank it highest, strongest advocate first. Every researcher gets a different order.

In Information Systems and Management

1. Anissa Tanweer
2. Brittany Fiore-Gartland
3. Lora Aroyo
4. Cecilia R. Aragon

In Sociology and Political Science

1. Anissa Tanweer
2. Brittany Fiore-Gartland
3. Lora Aroyo
4. Nithya Sambasivan
5. Cecilia R. Aragon

In Human-Computer Interaction

1. Anissa Tanweer
2. Brittany Fiore-Gartland
3. Lora Aroyo
4. Nithya Sambasivan
5. Cecilia R. Aragon

Citations in the corpus

• Do Datasets Have Politics? Disciplinary Values in Computer Vision Dataset Development (2021, unknown): “Many datasets were not available at the time of writing, with URLs that go nowhere enshrined in archival papers.”
• “Everyone wants to do the model work, not the data work”: Data Cascades in High-Stakes AI (2021, background): “[123] Janet Vertesi and Paul Dourish.”
• Impediment to insight to innovation: understanding data assemblages through the breakdown–repair process (2016, methodology): “The values and expectations across different contexts of data production and use are part of what constitutes what data mean and what data may do (Fiore-Gartland & Neff, 2015; Vertesi & Dourish, 2011).”