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

Oren Tsur, Dan Calacci, David Lazer

פרסום מחקרי: פרק בספר / בדוח / בכנספרסום בספר כנסביקורת עמיתים

תקציר

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.

שפה מקוריתאנגלית אמריקאית
כותר פרסום המארחACL-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
מוציא לאורAssociation for Computational Linguistics (ACL)
עמודים1629-1638
מספר עמודים10
מסת"ב (אלקטרוני)9781941643723
מזהי עצם דיגיטלי (DOIs)
סטטוס פרסוםפורסם - 1 ינו׳ 2015
פורסם באופן חיצוניכן
אירוע53rd 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, סין
משך הזמן: 26 יולי 201531 יולי 2015

סדרות פרסומים

שםACL-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
כרך1

כנס

כנס53rd 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
מדינה/אזורסין
עירBeijing
תקופה26/07/1531/07/15

ASJC Scopus subject areas

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טביעת אצבע

להלן מוצגים תחומי המחקר של הפרסום 'A frame of mind: Using statistical models for detection of framing and agenda setting campaigns'. יחד הם יוצרים טביעת אצבע ייחודית.

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