4 papers
Integrating Computational Methods and AI into Qualitative Studies of Aging and Later Life
Corey M. Abramson
This chapter demonstrates how computational social science (CSS) tools are extending and expanding research on aging. The depth and context from traditionally qualitative methods s…
Qualitative Research in an Era of AI: A Pragmatic Approach to Data Analysis, Workflow, and Computation
Corey M. Abramson, Tara Prendergast, Zhuofan Li +1
Computational developments--particularly artificial intelligence--are reshaping social scientific research and raise new questions for in-depth methods such as ethnography and qual…
The Cultural Mapping and Pattern Analysis (CMAP) Visualization Toolkit: Open Source Text Analysis for Qualitative and Computational Social Science
Corey M. Abramson, Yuhan, Nian
The CMAP (cultural mapping and pattern analysis) visualization toolkit introduced in this paper is an open-source suite for analyzing and visualizing text data - from qualitative f…
Ethnography and Machine Learning: Synergies and New Directions
Zhuofan Li, Corey M. Abramson
Ethnography (social scientific methods that illuminate how people understand, navigate and shape the real world contexts in which they live their lives) and machine learning (compu…