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China Perkenalkan AI “Shangji” untuk Prediksi Pasar Saham Berbasis Cuaca

China Perkenalkan AI “Shangji” untuk Prediksi Pasar Saham Berbasis Cuaca

China baru saja meluncurkan Shangji, model AI pertama yang dirancang khusus untuk memprediksi dampak pola cuaca terhadap pasar keuangan, khususnya saham di pasar A-share. Model ini dikembangkan oleh Universitas Fudan di Shanghai bekerja sama dengan Pusat Informasi Meteorologi Nasional China (CMA).

Kemampuan Utama

Shangji menganalisis data meteorologi global yang dianalisis ulang dan data perdagangan saham historis untuk memprediksi imbal hasil jangka pendek saham. Uji validasi menunjukkan akurasi stabil dalam mengidentifikasi sektor sensitif cuaca seperti energi angin/surya, petrokimia, konstruksi, dan pertanian.

Aplikasi Potensial

Perusahaan keuangan dapat menggunakannya untuk manajemen risiko iklim, pengendalian jaminan ekuitas, dan pendanaan berbasis iklim. Investor memanfaatkannya sebagai alat investasi kuantitatif, sementara rencana masa depan mencakup perluasan ke obligasi dan futures. Inovasi ini memperkuat integrasi AI cuaca-keuangan di China.

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