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Investing in the financial market has never been easier with online brokers and market news only a tap away for individual investors. However, behavioral finance theories show that individual investors often suffer from decision biases that could negatively impact their investment return. In this project, I will leverage data visualization on personal trade history data to help investors improve their decision making.

A digital interface that supports musical expression for novice users. The users need not possess any prior musical knowledge. The system will support collaboration by letting users of different experience levels make music together. The collaborative aspect of the system will help reducing stress levels of users and will therefore be encouraged and incentivized possibly through a reward system.

Given the importance of developers for the success of mobile platforms, it is critical for vendors to understand how platform innovations impact developer interaction activity and what issues and topics are discussed. An understanding of these issues can help providers improve their release strategies, manage developer expectations, and avoid negative reputation effects. To facilitate this understanding, we are analyzing knowledge ecosystem reactions to change in mobile software development platforms.