EXTRACTING FACT FROM ONLINE NEWS
USING NLP AND MACHINE LEARNING
FOR ‘CORONA VIRUS’
This analysis is a bit different from the previous one. The data source is full text from Indonesian online news. Information is extracted from unstructured text.
#CoronavirusOutbreak
USING NLP AND MACHINE LEARNING
FOR ‘CORONA VIRUS’
This analysis is a bit different from the previous one. The data source is full text from Indonesian online news. Information is extracted from unstructured text.
#CoronavirusOutbreak
CITIES IN INDONESIA WITH REPORTED CORONA VIRUS SUSPECTS
We use NLP and ML to get the location names, and to extract events related to the corona virus. The locations are plotted automatically based on the matched events. Manual filtering still needed to take out unwanted events.
We use NLP and ML to get the location names, and to extract events related to the corona virus. The locations are plotted automatically based on the matched events. Manual filtering still needed to take out unwanted events.
From the news, we found suspected patients in 5 locations: Jambi, Bandung, Denpasar, Manado, Sorong.
Some of them are already confirmed to be negative, such as in Manado where Dr Terawan @KemenkesRI visited the patient.
Some of them are already confirmed to be negative, such as in Manado where Dr Terawan @KemenkesRI visited the patient.
@KemenkesRI CITIES IN SUMATERA MENTIONED IN CORONA VIRUS NEWS
Lokasi dalam peta Sumatera ini dideteksi secara otomatis. Berita terkait ditampilkan di samping peta.
Di Jambi diduga ada seorang pasien terjangkit virus corona. Mahasiswa Aceh tertahan di Wuhan.
#CoronavirusOutbreak
Lokasi dalam peta Sumatera ini dideteksi secara otomatis. Berita terkait ditampilkan di samping peta.
Di Jambi diduga ada seorang pasien terjangkit virus corona. Mahasiswa Aceh tertahan di Wuhan.
#CoronavirusOutbreak
@KemenkesRI CITIES IN JAVA-BALI MENTIONED IN CORONA VIRUS NEWS
Terdapat beberapa dugaan pasien menderita virus corona sedang di rawat di RSHS Bandung (2 pasien suspect) dan Sanglah Bali (3 pasien suspect).
RS Sardjito terkena rumor dua perawatnya tertular virus corona, namun sdh dibantah
Terdapat beberapa dugaan pasien menderita virus corona sedang di rawat di RSHS Bandung (2 pasien suspect) dan Sanglah Bali (3 pasien suspect).
RS Sardjito terkena rumor dua perawatnya tertular virus corona, namun sdh dibantah
@KemenkesRI CITIES IN BORNEO-SULAWESI MENTIONED IN CORONA VIRUS NEWS
Di Manado ada satu pasien yang diduga terkena virus corona. Dokter Terawan mengunjungi pasien tersebut dan menyatakan belum positif.
Industri nikel Morowali di Palu langsung menutup penerimaan TKA asal kota Wuhan.
Di Manado ada satu pasien yang diduga terkena virus corona. Dokter Terawan mengunjungi pasien tersebut dan menyatakan belum positif.
Industri nikel Morowali di Palu langsung menutup penerimaan TKA asal kota Wuhan.
@KemenkesRI CITIES IN MALUKU-PAPUA MENTIONED IN CORONA VIRUS NEWS
Seorang warga negara China dicurigai terinfeksi virus corona di Sorong, Papua Barat.
#CoronavirusOutbreak
Seorang warga negara China dicurigai terinfeksi virus corona di Sorong, Papua Barat.
#CoronavirusOutbreak
@KemenkesRI TOP SUBJECTS OF THE NEWS ON CORONA VIRUS
After the triples of Subject-Predicate-Object are extracted, we count the total number of subjects in all triples and sort them. “Pemerintah China” and “Kemenkes” are two top subjects.
#CoronavirusOutbreak
After the triples of Subject-Predicate-Object are extracted, we count the total number of subjects in all triples and sort them. “Pemerintah China” and “Kemenkes” are two top subjects.
#CoronavirusOutbreak
@KemenkesRI Jaga kesehatan agar tidak kena virus apapun. Olahraga, istirahat cukup, makan sayuran, buah (durian, ups..)
Kalau ada perkembangan berita baru, informasi ini akan diupdate.
Kalau ada perkembangan berita baru, informasi ini akan diupdate.
@KemenkesRI Oh iya lupa memberi referensi.
Metode information extraction dari news untuk mendapatkan informasi peristiwa di lapangan juga dilakukan oleh DotBlue. Sama-sama menggunakan sumber data news. Bedanya dia tambahkan data flight tickets untuk memprediksi.
Metode information extraction dari news untuk mendapatkan informasi peristiwa di lapangan juga dilakukan oleh DotBlue. Sama-sama menggunakan sumber data news. Bedanya dia tambahkan data flight tickets untuk memprediksi.
