Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: Gravity model used to model transport flow has proven invaluable in urban planning. Some recent work has proposed to use gravity model to predict user movements in cellular networks, hover, there is generally a lack of practical evidence to justify the use of gravity model for such application. ,  briefly summarize the theory of mobility gravity model which is derived based on the maximization of entropy. A simple algorithm which can be used to fit a set of observed trips as close to gravity model as possible is presented.  apply the algorithm to the census data collected in year 2000 from the train stations in the Tokyo metropolitan area. Statistical test is finally performed to validate the suitability in using gravity model to predict user movements for this set of data. Finally, how the model can be used to predict user behavioral change when there is a change in design parameters is discussed.
['Yong Huat Chew', 'Shinobu Nanba', 'Peng Keong Tham', 'Boon Sain Yeo', 'Hajime Nakamura']
I am writing a research paper on a idea On the Verification of the Gravity Model Used for Mobility Modeling
[{"from": "human", "value": "I am writing a research paper on a idea On the Verification of the Gravity Model Used for Mobility Modeling"}, {"from": "gpt", "value": "Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: Gravity model used to model transport flow has proven invaluable in urban planning. Some recent work has proposed to use gravity model to predict user movements in cellular networks, hover, there is generally a lack of practical evidence to justify the use of gravity model for such application. ,  briefly summarize the theory of mobility gravity model which is derived based on the maximization of entropy. A simple algorithm which can be used to fit a set of observed trips as close to gravity model as possible is presented.  apply the algorithm to the census data collected in year 2000 from the train stations in the Tokyo metropolitan area. Statistical test is finally performed to validate the suitability in using gravity model to predict user movements for this set of data. Finally, how the model can be used to predict user behavioral change when there is a change in design parameters is discussed."}]