Journal article

ITAA: An Intelligent Trajectorydriven outdoor Advertising deployment Assistant

Y Zhang, Z Bao, S Mo, Y Li, Y Zhou

Proceedings of the VLDB Endowment | ASSOC COMPUTING MACHINERY | Published : 2018

Abstract

In this paper, we demonstrate an Intelligent Trajectorydriven outdoor Advertising deployment Assistant (ITAA), which assists users to find an optimal strategy for outdoor advertising (ad) deployment. The challenge is how to measure the in uence to the moving trajectories of ads, and how to optimize the placement of ads among billboards that maximize the in uence has been proven NP-hard. Therefore, we develop a framework based on two trajectory-driven influence models. ITAA is built upon this framework with a user-friendly UI. It serves both ad companies and their customers. We enhance the interpretability to improve the user's understanding of the in uence of ads. The interactive function of..

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University of Melbourne Researchers

Grants

Awarded by ARC


Awarded by NSFC


Awarded by Singapore Ministry of Education (MOE) Academic Research Fund (AcRF) Tier I grant


Funding Acknowledgements

Zhifeng Bao was partially supported by ARC DP170102726, DP180102050, and NSFC 61728204, 91646204, and he is a recipient of Google Faculty Award. This research was supported by the Singapore Ministry of Education (MOE) Academic Research Fund (AcRF) Tier I grant MSS18C001.