A frame of mind: Using statistical models for detection of framing and agenda setting campaigns

Oren Tsur, Dan Calacci, David Lazer

نتاج البحث: فصل من :كتاب / تقرير / مؤتمرمنشور من مؤتمرمراجعة النظراء

ملخص

Framing is a sophisticated form of discourse in which the speaker tries to induce a cognitive bias through consistent linkage between a topic and a specific context (frame). We build on political science and communication theory and use probabilistic topic models combined with time series regression analysis (autoregressive distributed-lag models) to gain insights about the language dynamics in the political processes. Processing four years of public statements issued by members of the U.S. Congress, our results provide a glimpse into the complex dynamic processes of framing, attention shifts and agenda setting, commonly known asspin'. We further provide new evidence for the divergence in party discipline in U.S. politics.

اللغة الأصليةإنجليزيّة أمريكيّة
عنوان منشور المضيفACL-IJCNLP 2015 - 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing of the Asian Federation of Natural Language Processing, Proceedings of the Conference
ناشرAssociation for Computational Linguistics (ACL)
الصفحات1629-1638
عدد الصفحات10
رقم المعيار الدولي للكتب (الإلكتروني)9781941643723
المعرِّفات الرقمية للأشياء
حالة النشرنُشِر - 1 يناير 2015
منشور خارجيًانعم
الحدث53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing of the Asian Federation of Natural Language Processing, ACL-IJCNLP 2015 - Beijing, الصين
المدة: ٢٦ يوليو ٢٠١٥٣١ يوليو ٢٠١٥

سلسلة المنشورات

الاسمACL-IJCNLP 2015 - 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing of the Asian Federation of Natural Language Processing, Proceedings of the Conference
مستوى الصوت1

!!Conference

!!Conference53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing of the Asian Federation of Natural Language Processing, ACL-IJCNLP 2015
الدولة/الإقليمالصين
المدينةBeijing
المدة٢٦/٠٧/١٥٣١/٠٧/١٥

All Science Journal Classification (ASJC) codes

  • !!Artificial Intelligence
  • !!Software

بصمة

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