Case Study Question: Ethical Dilemmas in Artificial Intelligence Development

You are a senior software engineer at a tech company tasked with developing an AI$-$powered recommendation system for an e$-$commerce platform. During the development process, you encounter ethical dilemmas related to algorithmic bias, user privacy, and transparency. Discuss the ethical considerations and decision$-$making process you would undertake to address these issues while ensuring the ethical and responsible deployment of AI technology in a commercial setting. Provide specific examples and recommendations based on ethical frameworks and best practices in the field of information systems ethics.

Here's a typical structure for this case study:

$1.$ Introduction

$2.$ Identification of Ethical Issues

$3.$ Ethical Frameworks

$4.$ Decision$-$Making Process

$5.$ Recommendations

$6.$ Ethical Considerations in Implementation

$7.$ Conclusion

$8.$ References