Uncovering Deceptive Reviews Using Machine Learning and NLP Techniques with Power BI for Strategic Insights
Plag ProInformation Technology ManagementProject Objectives:
To develop a machine learning model that can identify deceptive reviews in the education sector.
To incorporate natural language processing techniques to analyze the sentiment and patterns within the reviews.
To utilize Power BI for data visualization and strategic insights generation based on the findings of the analysis.
Project Tasks:
Collect and preprocess a dataset of reviews from educational institutions.
Implement machine learning algorithms to identify deceptive reviews.
Integrate NLP techniques to extract sentiment and key patterns from the reviews.
Develop interactive dashboards using Power BI to visualize the results and extract strategic insights.
Analyze the findings and propose recommendations for educational institutions based on the identified deceptive reviews and insights generated from the analysis.
