Understanding how users’ online reviews affecting commercial event occurrence: a dynamic survival topic modeling approach

Key Points

• Events are more likely to occur with positive user reviews obtained through dynamic survival modeling.
• Analysis showed that reviews significantly affected event timing and likelihood of occurrence in various commercial sectors.
• Employing dynamic survival modeling and topic modeling methods provides deeper insights into how user feedback influences business events.
• Understanding these dynamics may enable better marketing strategies and improved customer engagement in commercial sectors.