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Wednesday, March 13 • 10:05am - 10:30am
Optimization of the Hotel Room Assignments with Room Upgrades

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The project aims to provide Oracle's OPERA Property Management System (PMS) for hotels the ability to automate the room assignment process through a data-driven optimization algorithm. We build a multi-objective function which leverages several factors, such as reservation preferences, guest importance, and upgrade costs, to simulate the hard and soft business constraints for assignment, currently handled as time-consuming manual tasks by the hotel staff. The algorithm is designed to differentially weigh guests' satisfaction and hotel operational efficiency in order to provide a configurable solution for changing business dynamics. In our presentation, we describe the flow of our algorithm, the pre-optimization analytics, and how we manage the various constraints specific to the hospitality domain when solving this assignment problem, with minimal inputs from the PMS user.

avatar for Dhruv Agarwal

Dhruv Agarwal

Software Engineer, Oracle HGBU
"Any sufficiently advanced technology is indistinguishable from magic." - Arthur C. Clarke's 3rd Law.I am a passionate Software Engineer in constant pursuit of this magic. Strongly skilled at programming in JAVA, C/C++, JavaScript, PHP, and Python amongst others, I have a demonstrated... Read More →
avatar for Anirban Banerjee

Anirban Banerjee

Software Engineer, Oracle
Avid programmer and tech enthusiast who loves tackling challenging problems. Currently working as a software developer at Oracle. Always on the look out for new learning opportunities.
avatar for Akash  Chatterjee

Akash Chatterjee

Software Engineer, Oracle HGBU
I am part of Oracle Hospitality's AI and Data Science team.Opportunities to create an efficient amalgam of machine learning techniques and domain specific use cases excite me.Always up for conversations on technological disruptions, music, football or simply a random espionage novel... Read More →

Wednesday March 13, 2019 10:05am - 10:30am PDT
1-Rm 102 350 Oracle Parkway, Redwood City, CA, United States