Research on sentiment index and real estate demand forecasting based on BERT-BiLSTM and ADL-MIDAS models

Mengkai Chen; Jun Wang; Feilong Zhao; Gaopeng Jiang

doi:10.1038/s41598-025-16153-8

Research on sentiment index and real estate demand forecasting based on BERT-BiLSTM and ADL-MIDAS models

M Mengkai Chen J Jun Wang F Feilong Zhao G Gaopeng Jiang (Department of Chemistry, The University of British Columbia, 2036 Main Mall, Vancouver, British Columbia V6T 1Z1, Canada)

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Article Details

Journal Scientific Reports

Volume / Issue Vol. 15, Issue 1

Published August 18, 2025

DOI 10.1038/s41598-025-16153-8

ISSN 2045-2322

Publisher Nature Portfolio

Journal Info

Scientific Reports

Nature Portfolio

ISSN: 2045-2322 Open Access Life Sciences

Authors (4)

M

Mengkai Chen

J

Jun Wang

F

Feilong Zhao

G

Gaopeng Jiang

Department of Chemistry, The University of British Columbia, 2036 Main Mall, Vancouver, British Columbia V6T 1Z1, Canada

Research on sentiment index and real estate demand forecasting based on BERT-BiLSTM and ADL-MIDAS models

Article Details

Journal Info

Authors (4)

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