Developing an AI Agent for Analyzing and Responding to User Feedback in News Applications

1. Introduction 1.1 Background and Motivation 1.2 Purpose of the Study 1.3 Research Questions 2. Literature Review 2.1 AI in News Applications 2.2 User Feedback Mechanisms 2.3 Existing AI Feedback Systems 3. Methodology 3.1 Research Design 3.2 Data Collection Methods 3.3 Analysis Techniques 4. AI Agent Design 4.1 System Architecture 4.2 Component Description 4.3 Integration with News Platforms 5. Feedback Analysis 5.1 Data Preprocessing 5.2 Sentiment Analysis Techniques 5.3 Natural Language Processing Models 6. Response Generation 6.1 Response Framework 6.2 Personalization Strategies 6.3 Implementation Details 7. Evaluation and Results 7.1 Evaluation Metrics 7.2 Test Case Scenarios 7.3 Results and Discussion 8. Conclusion and Future Work 8.1 Summary of Findings 8.2 Limitations of the Study 8.3 Recommendations for Future Research