Creating a More Transparent Internet

Erscheinungsjahr 2022
ISBN: 978-1-108-48576-0
Verlag: Cambridge University Press

Buch, Englisch, 350 Seiten, Format (B × H): 157 mm x 235 mm, Gewicht: 574 g

Reihe: Studies in Natural Language Processing

On social media, new forms of communication arise rapidly, many of which are intense, dispersed, and create new communities at a global scale. Such communities can act as distinct information bubbles with their own perspective on the world, and it is difficult for people to find and monitor all these perspectives and relate the different claims made. Within this digital jungle of perspectives on truth, it is difficult to make informed decisions on important things like vaccinations, democracy, and climate change. Understanding and modeling this phenomenon in its full complexity requires an interdisciplinary approach, utilizing the ample data provided by digital communication to offer new insights and opportunities. This interdisciplinary book gives a comprehensive view on social media communication, the different forms it takes, the impact and the technology used to mine it, and defines the roadmap to a more transparent Web.

Autoren/Hrsg.

Vossen, Piek

Fokkens, Antske

Fachgebiete

• Mathematik | Informatik EDV | Informatik Informatik Künstliche Intelligenz
• Mathematik | Informatik EDV | Informatik Daten / Datenbanken Datenbanken & das Web
• Geisteswissenschaften Sprachwissenschaft Computerlinguistik, Korpuslinguistik
• Geisteswissenschaften Sprachwissenschaft Semantik & Pragmatik
• Sozialwissenschaften Medien- und Kommunikationswissenschaften Medienwissenschaften
• Sozialwissenschaften Psychologie Allgemeine Psychologie Sozialpsychologie

Inhaltsverzeichnis

1. Introducing the Perspective Web P. Vossen and A. Fokkens; Part I. Theoretical Background: 2. Perspectives from a social psychological and communication scientific perspective C Beukeboom and I Vermeulen; 3. Computational linguistics for subjectivity P Nakov; Part II. Social Impact: 4. Perspectives in a social context: The role of communication I Vermeulen, C Beukeboom; 5. Linguistic perspective in written discourse K van Krieken and J Sanders; 6. The meso level: Perspectives in a social context R Neo; 7. The macro level: Perspectives embedded in society, culture and technology H Vu; Part III. Mediating Perspectives: 8. The mediation of online information J Noordegraaf and T Poell; 9. The source and its encoding. Reflections on metadata in digitized and born-digital media collections E Hoyt; 10. Knowledge-making on techno-commercial platforms: The example of facebook J Anderson Schwarz; 11. Content, form and reception: Perspectives from digital media data Christina Neumayer; 12. Quality and perspectives D Ceolin, J Noordegraaf and L Aroyo; 13. Mining and modelling perspectives P. Vossen and A. Fokkens; 14. Natural language processing tasks for the extraction of perspectives C van Son, R Morante and P Vossen; 15. Towards automatic discovery of diverse perspectives S. Chen, D. Khashabi and D. Roth; 16. Formal representation and extraction of perspectives A Gangemi and V Presutti; 17. The user perspective in professional information search S Verberne; 18. Harvesting perspectives in social media T Caselli and M Nissim; 19. GRaSP: A model for the perspective web P. Vossen and A. Fokkens.

Über Autor(innen)

Fokkens, Antske
Antske Fokkens is Professor in Computational Linguistics at the Vrije Universiteit in Amsterdam and Associate Professor at the Applied Geometric Algorithms group at the Technical University Eindhoven. Since 2021, she has acted as University Research Chair on methodological aspects of computational linguistics, in particular when used in an interdisciplinary setting.

Vossen, Piek
Piek Vossen is Professor in Computational Linguistics at the Vrije Universiteit Amsterdam. He is co-founder and president of the Global Wordnet Association and received the Dutch Spinoza-prize in 2013 for his research. He used this prize for projects on language understanding, including mining perspectives in debates like on vaccination.