Sarah M Mcelroy

US Patent:

20180033079, Feb 1, 2018

Filed:

Jul 28, 2016

Appl. No.:

15/222434

Inventors:

- San Francisco CA, US
Edmund James Golby Spencer - New York NY, US
Sarah A. McElroy - Seattle WA, US
Erik Davin Kokkonen - San Francisco CA, US

Assignee:

Westfield Retail Solutions, Inc. - San Francisco CA

International Classification:

G06Q 30/06
G06N 5/04
G06F 17/30
G06N 99/00

Abstract:

Systems and methods to predict availability of retail spaces in shopping malls. Robots are dispatched to temporary retail spaces to collect at least a portion of operation data stored in a database with leasing data of temporary retail spaces in a mall, tenant coordination data, and subscriber data. A web-based application predicts availability of the temporary retail spaces in the mall based on the leasing data, the tenant coordination data, and the operation data. The web-based application includes an interactive plan of the mall as a user interface for subscribers to access data related to the temporary retail spaces, and process applications for leasing the temporary retail spaces. A machine learning technique is applied to a dataset of the tenant to derive a predictive model for predicting tenant default in a period of time.