Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: The rich context provided by smartphones has enabled many new context-aware applications. Hover, these applications still need to provide their own mechanisms to interpret low-level sensing data and generate high-level user states. ,  propose the idea of building a personal analytics (PA) layer that will use inputs from multiple lor layer sources, such as sensor data (accelerometers, gyroscopes, etc.), phone data (call logs, application activity, etc.), and online sources (Twitter, Facebook posts, etc.) to generate high-level user contextual states (such as emotions, preferences, and engagements). Developers can then use the PA layer to easily build a new set of interesting and compelling applications.  describe several scenarios enabled by this new layer and present a proposed software architecture.  end with a description of some of the key research challenges that need to be solved to achieve this goal.
['Youngki Lee', 'Rajesh Krishina Balan']
I am writing a research paper on a idea The case for human-centric personal analytics
[{"from": "human", "value": "I am writing a research paper on a idea The case for human-centric personal analytics"}, {"from": "gpt", "value": "Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: The rich context provided by smartphones has enabled many new context-aware applications. Hover, these applications still need to provide their own mechanisms to interpret low-level sensing data and generate high-level user states. ,  propose the idea of building a personal analytics (PA) layer that will use inputs from multiple lor layer sources, such as sensor data (accelerometers, gyroscopes, etc.), phone data (call logs, application activity, etc.), and online sources (Twitter, Facebook posts, etc.) to generate high-level user contextual states (such as emotions, preferences, and engagements). Developers can then use the PA layer to easily build a new set of interesting and compelling applications.  describe several scenarios enabled by this new layer and present a proposed software architecture.  end with a description of some of the key research challenges that need to be solved to achieve this goal."}]