To analyze and understand the sentiment of online reviews for the hotel industry related to finance factors such as pricing, value for money, and overall financial performance.
To identify the key themes and sentiments expressed in online reviews that may impact the financial performance of hotels.
To study the relationship between sentiment analysis of online reviews and financial metrics such as revenue, occupancy rates, and profitability in the hotel industry.
To provide insights and recommendations for hotel managers on how to leverage sentiment analysis of online reviews to improve financial performance.
Conduct a literature review on sentiment analysis, online reviews, and their impact on financial performance in the hotel industry.
Collect and analyze a dataset of online reviews from popular hotel booking websites, focusing on finance-related factors.
Use sentiment analysis techniques to categorize the reviews into positive, negative, or neutral sentiments.
Perform statistical analysis to identify the correlations between sentiment analysis results and financial metrics.
Prepare a report summarizing the findings and recommendations for hotel managers.
