Książka Approaching Language Transfer through Text Classification Scott Jarvis

Approaching Language Transfer through Text Classification

Autor: Scott Jarvis
Język: Angielski
Oprawa: Miękka
Dostępność: Dostępna u dostawcy
Wysyłamy za 10-18 dni
173.78
Recent work has pointed to the need for a detection-based approach to transfer capable of discoverin...

Informacje o książce

Autor
Język
Angielski
Oprawa
Książka - Miękka
Data wydania
2012
strony
200
EAN
9781847696977
ISBN
184769697X
Enbook ID
04450116
Waga
338
Wymiary
155 x 234 x 12

Pełny opis

Recent work has pointed to the need for a detection-based approach to transfer capable of discovering elusive crosslinguistic effects through the use of human judges and computer classifiers that can learn to predict learners' language backgrounds based on their patterns of language use. This book addresses that need. It details the nature of the detection-based approach, discusses how this approach fits into the overall scope of transfer research, and discusses the few previous studies that have laid the groundwork for this approach. The core of the book consists of five empirical studies that use computer classifiers to detect the native-language affiliations of texts written by foreign language learners of English. The results highlight combinations of language features that are the most reliable predictors of learners' language backgrounds.

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