Mental health disorders have been rising globally, and social media platforms provide a unique opportunity to examine public perceptions of psychotherapy. However, little is known about how different ...
Abstract: As a rich source of direct user needs, online reviews can be effectively analyzed through topic modeling to uncover user preferences and requirements. However, the short and unstructured ...
A total of 2,280,851 messages were analyzed. The monthly average number of messages increased from 2,071 in 2012 to 43,430 in 2022 (P < .001). There was a significant rise in message volume after the ...
A startling milestone has been reached in Florida's war against the invasive Burmese pythons eating their way across the Everglades. The Conservancy of Southwest Florida reports it has captured and ...
Search engines have come a long way from relying on exact match keywords. Today, they try to understand the meaning behind content — what it says, how it says it, and whether it truly answers the ...
When running pip on Python 3.11.11, I can run pip install bertopic and it will resolve to installing the following MarkupSafe-3.0.2 Pillow-11.1.0 bertopic-0.17.0 certifi-2025.1.31 charset-normalizer-3 ...
ABSTRACT: Modeling topics in short texts presents significant challenges due to feature sparsity, particularly when analyzing content generated by large-scale online users. This sparsity can ...
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