Dror K. Markus
YOU?
Author Swipe
Societal AI Research Has Become Less Interdisciplinary Open
As artificial intelligence (AI) systems become deeply embedded in everyday life, calls to align AI development with ethical and societal values have intensified. Interdisciplinary collaboration is often championed as a key pathway for fost…
View article: Reap the Wild Wind: Detecting Media Storms in Large-Scale News Corpora
Reap the Wild Wind: Detecting Media Storms in Large-Scale News Corpora Open
Media Storms, dramatic outbursts of attention to a story, are central components of media dynamics and the attention landscape. Despite their significance, there has been little systematic and empirical research on this concept due to issu…
View article: Leveraging Researcher Domain Expertise to Annotate Concepts Within Imbalanced Data
Leveraging Researcher Domain Expertise to Annotate Concepts Within Imbalanced Data Open
As more computational communication researchers turn to supervised machine learning methods for text classification, we note the challenge in implementing such techniques within an imbalanced dataset. Such issues are critical in our domain…
Replication Data: Leveraging Researcher Domain Expertise to Annotate Concepts within Imbalanced Data Open
In this manuscript, we describe a method to utilize researcher domain expertise to annotate concepts efficiently and accurately within an imbalanced dataset. This folder contains two scripts that run two variations of the simulation referr…
Replication Data for Leveraging Researcher Domain Expertise to Annotate Concepts within Imbalanced Data Open
In this manuscript, we describe a method to utilize researcher domain expertise to annotate concepts efficiently and accurately within an imbalanced dataset. This folder contains two scripts that run two variations of the simulation referr…