Citation map · Study

SZodixStudyAcademic Library

Shelves Open access

Study · an open academic library·Metadata from OpenAlex (CC0)·Shelves·OpenAlex metadata, de-duplicated

Teaching the Computer to Code Frames in News: Comparing Two Supervised Machine Learning Approaches to Frame Analysis

8 references·16 citing·42 second hop

FromToDepth

this work references cited by second hop

References

1984Content Analysis: An Introduction to its Methodology.24,312 cited
1993Framing: Toward Clarification of a Fractured Paradigm16,168 cited
2009Computational Social Science3,359 cited
2013Text as Data: The Promise and Pitfalls of Automatic Content Analysis Methods for Political Texts3,290 cited
2003Extracting Policy Positions from Political Texts Using Words as Data1,377 cited
1992Common Knowledge828 cited
2008Computer-Assisted Topic Classification for Mixed-Methods Social Science Research138 cited
2011Thematic content analysis using supervised machine learning: An empirical evaluation using German online news109 cited

Cited by

2016From Newsworthiness to Shareworthiness319 cited
2017Behavioral Effects of Framing on Social Media Users: How Conflict, Economic, Human Interest, and Morality Frames Drive News Sharing273 cited
2017Comparing Disaster News on Twitter and Television: an Intermedia Agenda Setting Perspective105 cited
2017Towards A Typology of Conflict Frames90 cited
2020Computational Identification of Media Frames: Strengths, Weaknesses, and Opportunities86 cited
2016Automated content analysis and crisis communication research85 cited

Only edges whose both ends are imported exist here. Widen the year window, or show the whole map. Back to the work

2021

Topic modeling for frame analysis: A study of media debates on climate change in India and USA

70 cited

2018Scaling up Content Analysis64 cited

2017Content Analysis by the Crowd: Assessing the Usability of Crowdsourcing for Coding Latent Constructs57 cited

2020Visualizing the triple bottom line: A large‐scale automated visual content analysis of European corporations' website and social media images52 cited

2016Social media research: The application of supervised machine learning in organizational communication research.47 cited

2020Hybrid Content Analysis: Toward a Strategy for the Theory-driven, Computer-assisted Classification of Large Text Corpora46 cited

2020Automated Visual Content Analysis (AVCA) in Communication Research: A Protocol for Large Scale Image Classification with Pre-Trained Computer Vision Models43 cited

2019Boilerplate in International Trade Agreements43 cited

2019Using Supervised Machine Learning in Automated Content Analysis: An Example Using Relational Uncertainty35 cited

2020(What) Can Journalism Studies Learn from Supervised Machine Learning?34 cited