Smart Water Meter (SWM) systems based on the Internet of Things (IoT) enable automatic and real-time water consumption monitoring. However, multi-tenant residential environments require a back-end architecture capable of integrating IoT telemetry ingestion, tenant data management, postpaid billing, and payment synchron...
Mental health problems are increasingly expressed through social media narratives, including Indonesian Facebook communities. However, previous clustering studies often focus on broad discourse themes, user-risk detection, or community-level patterns rather than symptom-oriented mental health expressions. This study pr...
Shalvia Retno Salsabil, Dita Pramesti, R. Y. Fa'rifah· International Conferences on...· 0 citations
The retail investor base in Indonesia has been expanding at a quick clip with a growing influence of social media conversations and has made public sentiment a possible predictive signal for stock movements. However, the existing studies on Indonesian banking stocks are highly dependent on single-platform sentiment and...
Lailatul Hadhari, Dita Pramesti, H. Fakhrurroja· International Conferences on...· 0 citations
Mental health disorders such as depression, anxiety, and attention deficit hyperactivity disorder (ADHD) are public health concerns among adolescents. Social media produces textual data reflecting users' emotional and psychological states. This research proposes a transformer-based approach for early mental health scre...
J. Imanuel, Dita Pramesti, H. Fakhrurroja· International Conferences on...· 0 citations
This study explores the linguistic markers of depression and anxiety in Indonesian social media text through an integrated model of machine learning classification and topic modeling to suggest that combining classification with topic modeling offers a practical foundation for developing early detection tools and Indon...
