Qualitative Analysis on Large Scale Social Media Data for Adolescent Online Safety
Year: 2019
Type: preprint
Abstract: We aim to understand adolescent online risks to develop systems to provide safer online experiences for teens. Thus, we are doing qualitative data analysis on social media datasets to develop risk models qualitatively, then to create rich labeled datasets for training machine learning algorithms. Qualitative analysis of these large datasets is challenging in terms of scoping the dataset, qualitative approach, and utilizing qualitative analysis to create ground truth for training machine learning algorithms. Qualitative Research Methods for the CSCW workshop provides us a good opportunity to discuss these challenges and provide practices to tackle them.
Source: SSRN Electronic Journal
Authors: Afsaneh Razi, Pamela Wiśniewski
Institution: University of Central Florida
Language: English
Subfield: General Social Sciences
Field: Social Sciences
Domain: Social Sciences
Open Access status: green
OpenAlex ID: W3181429293