Seminar on Internet Technologies (Winter 2018/2019): Difference between revisions

Line 52: Line 52:
|{{Hl2}} |'''Initial Readings'''
|{{Hl2}} |'''Initial Readings'''
|-
|-
| '''The application of Recurrent neural network in Human mobility modeling (assigned to ?)'''
| '''The application of Recurrent neural network in Human mobility modeling (assigned to Md Saiful Islam)'''
| RNN/LSTM is one of the most widely used deep learning method, especially good at sequence modeling. Human mobility is a typical class of sequence data. So until now, what and how is RNN working in human mobility area, especially in online check-ins? It requires you reading 5-6 best papers in this fields. Understanding this question will help you know the basic concept, general problems and important approahces in this field.
| RNN/LSTM is one of the most widely used deep learning method, especially good at sequence modeling. Human mobility is a typical class of sequence data. So until now, what and how is RNN working in human mobility area, especially in online check-ins? It requires you reading 5-6 best papers in this fields. Understanding this question will help you know the basic concept, general problems and important approahces in this field.
| Basic machine learning knowledge
| Basic machine learning knowledge
308

edits