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Author profiling: Identification of age and gender (but also of personality and native language)
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Author profiling: Identification of age and gender (but also of personality and native language)
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Academic year 2014/2015
- Course ID
- SEM-APIAG
- Teaching period
- Seminario
- Type
- Seminario
- Delivery
- Tradizionale
- Language
- Inglese
- Attendance
- Facoltativa
- Type of examination
- Non prevista
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Sommario del corso
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Program
ABSTRACT
Given a document, what are the author's traits? Is it possible to predict an author's demographics from her writing? May an author's style reveal her age and gender? Her personality? Her native language? Author profiling is the task that distinguishes between classes of authors studying their sociolect aspect, that is, how language is shared by people. This helps in identifying profiling aspects such as gender, age, native language, or personality type. In this talk I will also address the impact of emotions on author profiling. For instance, modelling the way people use emotions could help in tasks such as detection on online pedophiles. At the end, I will give an overview of the author profiling state-of-the-art systems that participated in shared tasks such as the one organised at PAN: http://pan.webis.de/
Suggested readings and bibliography
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Class schedule
Days Time Classroom Martedì 14:00 - 16:00 Aula F Dipartimento di Informatica Lessons: dal 03/06/2014 to 03/06/2014
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Note
The seminar will be held by
Prof. Paolo Rosso
http://users.dsic.upv.es/~prosso/
Universitat Politècnica de València, Spain- Oggetto:
