Jan Fell
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View article: Forks Over Knives: Predictive Inconsistency in Criminal Justice Algorithmic Risk Assessment Tools
Forks Over Knives: Predictive Inconsistency in Criminal Justice Algorithmic Risk Assessment Tools Open
Big data and algorithmic risk prediction tools promise to improve criminal justice systems by reducing human biases and inconsistencies in decision-making. Yet different, equally justifiable choices when developing, testing and deploying t…
View article: Multi‐mode standardization under extreme time‐pressure – the case of COVID‐19 contact‐tracing apps
Multi‐mode standardization under extreme time‐pressure – the case of COVID‐19 contact‐tracing apps Open
The present study investigates the standardization process of contact tracing apps during the COVID‐19 pandemic. Due to the epidemiological urgency, and differing from classical examples in the literature, this process is characterized by …
View article: Beyond Fair Pay: Ethical Implications of NLP Crowdsourcing
Beyond Fair Pay: Ethical Implications of NLP Crowdsourcing Open
The use of crowdworkers in NLP research is growing rapidly, in tandem with the exponential increase in research production in machine learning and AI. Ethical discussion regarding the use of crowdworkers within the NLP research community i…
View article: Beyond Fair Pay: Ethical Implications of NLP Crowdsourcing
Beyond Fair Pay: Ethical Implications of NLP Crowdsourcing Open
The use of crowdworkers in NLP research is growing rapidly, in tandem with the exponential increase in research production in machine learning and AI. Ethical discussion regarding the use of crowdworkers within the NLP research community i…
View article: Seeing Humans in the Data: Ethical Blind Spots of Taiwan Academic Researchers in the Era of Behavioral Big Data
Seeing Humans in the Data: Ethical Blind Spots of Taiwan Academic Researchers in the Era of Behavioral Big Data Open
The advent of Behavioral Big Data (BBD) has profoundly impacted research ethics. At the same time, academic disciplines with no experience in human subjects research increasingly make use of BBD datasets. In this first-of-its-kind study, w…