Kaikki kirjat 25 % alennuksella koodilla: BOOKS

  • check Yli 10 miljoonaa kirjaa
  • check Uutuuksia joka päivä
  • check Yli 1 miljoona asiakasta luottaa meihin
  • check Hyvät hinnat ja alennukset
  • check Toimitus koko Eurooppaan

Multi-Document Summarization Using Distortion-Rate Ratio: Second Edition - Ulu¿ Bayaz¿t,Ulukbek Attokurov

englanti
2026-03-05
72,22 € 96,29 €

-25% koodilla BOOKS

Toimittajalla varastossa

Toimitus 15-21 arkipäivässä

30 päivän palautusoikeus

The present book investigates distortion-rate ratio in the context of multi-document summarization. The multi-document summarization is considered as a data compression task. Optimal Tree Pruning algorithm introduced by Breiman et al. and extended by Chou et al. is adapted to multi-document summarization. The main issue in the multi-document task is redundancy. The input documents discuss the similar topics ... Täydellinen kuvaus

Saatat myös pitää

Kuvaus

The present book investigates distortion-rate ratio in the context of multi-document summarization. The multi-document summarization is considered as a data compression task. Optimal Tree Pruning algorithm introduced by Breiman et al. and extended by Chou et al. is adapted to multi-document summarization. The main issue in the multi-document task is redundancy. The input documents discuss the similar topics and thus contain repeated information about them. To avoid the inclusion of the repeated information in the summary, the redundant information have to be detected and eliminated. Hierarchical Agglomerative Clustering algorithm is used to detect the redundancy in the documents. This algorithm is chosen, since it yields a binary tree that is used in the optimal tree pruning algorithm.

Lisätietoja

Kirjoittaja Ulu¿ Bayaz¿t, Ulukbek Attokurov
Julkaisija LAP LAMBERT Academic Publishing
Julkaisuvuosi 2026
Kannen tyyppi Pehmeäkantinen
EAN 9786209461705
Kirjoita oma arvostelusi
Arvostelet: Multi-Document Summarization Using Distortion-Rate Ratio: Second Edition
Arvostelusi:

Goodreads-arvostelut

72,22 € 96,29 €