Research Article

Fusing Mobile Phone and Travel Survey Data to Model Urban Activity Dynamics

Algorithm 2

EM-based solution algorithm.
Step 0: Let fill the missing values in with random values. Set .
Step 1: Decompose tensor :
  
 And
  
Step 2: Let fill the missing values in with values in .
Step 3: Convergence check:
  
If , terminate the algorithm, . Otherwise , go to Step 1.