What do you understand by data integration? Discuss the contributions of remote (10) sensing in integration with GIS.

Data integration refers to the process of combining data from different sources into a unified and coherent view, making it easier to access, manage, and analyze. In the context of Front Office Management within the hospitality industry, data integration plays a crucial role in streamlining operations, enhancing guest services, and improving decision-making. The front office is responsible for multiple functions such as reservations, check-ins and check-outs, billing, and handling guest requests. Efficient data integration ensures that these functions are interconnected and that relevant information is available in real-time to all necessary departments.

For example, integrating reservation systems with property management systems (PMS) allows the front office to manage bookings more efficiently and avoid overbooking. Integration with customer relationship management (CRM) tools helps personalize guest experiences by tracking preferences, stay history, ________ _________ ______ ________ _________ ____ ______ ___.
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