Table 5 Dynamic data collection list

From: Thematic cultural heritage tourism trail planning integrating multi-source data and machine learning in Wuhan China

No.

Indicator

Description of indicators

Data acquisition

1

Weather change

Visitors are outdoors and weather can have a significant impact on the experience

Weather APIs provided by the Met Office

2

Traffic condition

Avoiding tourist disruption due to traffic problems

Traffic information interface of major map service providers

3

Attraction Operation

Avoid visitors missing the opening hours of attractions

The official website of the attraction, the data interface of the Culture and Tourism Bureau, and the interface provided by tourism information aggregation platforms

4

Volume and congestion

Avoid overcrowded attractions or areas to provide a better experience.

GIS data, data interfaces provided by specific attraction managers, third-party data providers

5

User preferences and real-time feedback

Adjust routes based on feedback from visitor demand experiences to provide trails that are more in line with user tastes.

User Interactive Data Interface (UIDI) within the system

6

Emergency or security alerts

In the event of an emergency or security alert, the ability to adjust routes or provide security advice in a timely manner ensures safety.

Public safety data from government announcements, police or fire stations

7

Special events or festivals

Stay informed about special events or festivals in real time and consider whether you need to adjust your route to participate in or avoid them.

Information provided by government departments of culture and tourism, organizers of specific events