Search Results for author: Natasha Zhang Foutz

Found 2 papers, 1 papers with code

Empowering Next POI Recommendation with Multi-Relational Modeling

no code implementations24 Apr 2022 Zheng Huang, Jing Ma, Yushun Dong, Natasha Zhang Foutz, Jundong Li

Noticeably, LBSNs have offered unparalleled access to abundant heterogeneous relational information about users and POIs (including user-user social relations, such as families or colleagues; and user-POI visiting relations).

Representation Learning

Calibrating the dynamic Huff model for business analysis using location big data

1 code implementation24 Mar 2020 Yunlei Liang, Song Gao, Yuxin Cai, Natasha Zhang Foutz, Lei Wu

In this research, we present a time-aware dynamic Huff model (T-Huff) for location-based market share analysis and calibrate this model using large-scale store visit patterns based on mobile phone location data across ten most populated U. S. cities.

Social and Information Networks H.1

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