<｜begin▁of▁sentence｜>### Instruction:
Imagine you're managing a luxury hotel that's part of a prestigious chain, with several sister properties, all renowned for their exceptional service and unique guest experiences. Each of your hotels is represented by a complex network of services and departments, each interacting with one another in a precise way that's mapped out in an intricate 'service matrix.' You have two matrices, A and B, each with four key departments—you might think of them as Concierge, Housekeeping, Room Service, and Valet.

It's your task to ensure the smooth operation of your hotel by realigning one property's service matrix to match the other as closely as possible, to maintain a standard guest experience across the brand. To achieve this, you've been presented with a tool: the `graph_match` function from the graspologic library. Your challenge is to utilize this function effectively to find the optimal rearrangement of departments in one hotel to minimize the differences in service interactions when compared to the sister property.

You need to present the results of this alignment process by listing which department in matrix A corresponds to the reorganized department in matrix B after utilizing the graph_match function, and by sharing the overall score representing how well-aligned the matrices are post-match. This score will be a crucial metric in assessing the success of the realignment and maintaining the brand's high standards across all properties.
### Response:
import graspologic
import numpy as np

# Create two adjacency matrices representing our graphs
A = np.array([[0, 1, 0, 0],
              [1, 0, 1, 1],
              [0, 1, 0, 0],
              [0, 1, 0, 0]])

B = np.array([[0, 1, 1, 0],
              [1, 0, 0, 0],
              [1, 0, 0, 1],
              [0, 0, 1, 0]])

# Perform graph matching
result = graspologic.match.graph_match(A, B)

# Output results
print('Matched indices in A:', result.indices_A)
print('Matched indices in B:', result.indices_B)
print('Score:', result.score)
<|EOT|>
