TEXT SUMMARIZATION USING TF-IDF AND TEXTRANK ALGORITHM

Özgüner Ö., Uçkan T.

4. INTERNATIONAL MEDITERRANEAN CONGRESS, Lefkoşa, Kıbrıs (Kktc), 15 - 16 Haziran 2023, ss.392-397

  • Yayın Türü: Bildiri / Tam Metin Bildiri
  • Basıldığı Şehir: Lefkoşa
  • Basıldığı Ülke: Kıbrıs (Kktc)
  • Sayfa Sayıları: ss.392-397
  • Van Yüzüncü Yıl Üniversitesi Adresli: Evet

Özet

This study utilized a randomly selected set of 10 news articles from the BBC dataset, which includes both the news content and their summaries. A comparative analysis of the TF/IDF and TF/IDF-TextRank algorithms was conducted on these data. The results obtained from these two approaches were evaluated using the Rouge evaluation method. It was observed that TF/IDF-TextRank outperformed TF/IDF, indicating better results.