Témata prací (Výběr práce)Témata prací (Výběr práce)(verze: 385)
Detail práce
   Přihlásit přes CAS
Media Bias: A Systematic Literature Review On Media Bias Taxonomy
Název práce v češtině: Media bias: Systematický přehled literatury a taxonomie mediálního zkreslení
Název v anglickém jazyce: Media Bias: A Systematic Literature Review On Media Bias Taxonomy
Klíčová slova: media bias, systematický přehled literatury, rešerše, taxonomie, framing, agenda-setting, misinformace, online zpravodajství, zpravodajské články, konceptuální rámce
Klíčová slova anglicky: media bias, systematic literature review, taxonomy, framing, agenda-setting, misinformation, online news, news articles, conceptual frameworks
Akademický rok vypsání: 2023/2024
Typ práce: diplomová práce
Jazyk práce: angličtina
Ústav: Katedra mediálních studií (23-KMS)
Vedoucí / školitel: PhDr. Vlastimil Nečas, Ph.D.
Řešitel: skrytý - zadáno vedoucím/školitelem
Datum přihlášení: 26.03.2024
Datum zadání: 26.03.2024
Datum a čas obhajoby: 18.09.2024 09:00
Místo konání obhajoby: Hollar, H110, Hollar - místn. č. 110
Datum odevzdání elektronické podoby:30.07.2024
Datum proběhlé obhajoby: 18.09.2024
Oponenti: prof. PhDr. Jan Jirák, Ph.D.
 
 
 
Seznam odborné literatury
ADORNO, Theodor W., and HORKHEIMER, Max. Dialectic of Enlightenment. New York: Herder and Herder, 1944.
ALLSIDES. Media Bias Chart. AllSides. 2024. Retrieved 2.7.2024 from https://www.allsides.com/media-bias/media-bias-chart
ALSHAMI, Abdullah, ELSAYED, Mohammed, ALI, Eman, ELTOUKHY, Ahmed E. E., & ZAYED, Tarek. Harnessing the Power of ChatGPT for Automating Systematic Review Process: Methodology, Case Study, Limitations, and Future Directions. Systems, 11, 351. 2023. https://doi.org/10.3390/systems11070351
AMMAR, Waleed, GROENEVELD, Dirk, BHAGAVATULA, Chandra, BELTAGY, Iz, CRAWFORD, Mark, DOWNEY, Doug, ... & VAN ZUYLEN, Marten. 2018. Construction of the literature graph in Semantic Scholar. arXiv preprint arXiv:1805.02262.
ARCENEAUX, Kevin, JOHNSON, Martin, and MURPHY, Chad. Polarized Political Communication, Oppositional Media Hostility, and Selective Exposure. The Journal of Politics, 74(1). p. 174-186. 2012.
BALDASSARRI, Delia, & GELMAN, Andrew. Partisans without Constraint: Political Polarization and Trends in American Public Opinion. American Journal of Sociology, 114(2). 2008. 408-446.
BALY, Ramy et al. Multitask Learning for Detecting Propaganda and Framing in News Articles. Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing. 2020.
BAUMEISTER, Roy, BRATSLAVSKY, Ellen, FINKENAUER, Clara, & VOHS, Kathleen. Bad is stronger than good. Review of General Psychology, 5(4), 323. 2001. https://doi.org/10.1037/1089-2680.5.4.323.
BAZERMAN, Charles. Shaping Written Knowledge: The Genre and Activity of the Experimental Article in Science. University of Wisconsin Press. 1988.
BENNETT, W. Lance, and IYENGAR, Shanto. A New Era of Minimal Effects? The Changing Foundations of Political Communication. Journal of Communication, 58(4), 707-731, 2008.
BJÖRK, Bo-Christer, & SOLOMON, David. The publishing delay in scholarly peer-reviewed journals. Journal of Informetrics, 7(4), 914-923. 2013.
BOOMGAARDEN, Hajo, BOUKES, Mark, & IORGOVEANU, Andreea. Image Versus Text: How Newspaper Reports Affect Evaluations of Political Candidates. International Journal of Communication, 10, 2529–2555. 2016. https://ijoc.org/index.php/ijoc/article/view/4250/1665
BORGESIUS, Frederik J. Zuiderveen, TRILLING, Daniel, MOELLER, Judith, BODÓ, Balázs, DE VREESE, Claes H., & HELBERGER, Natali. Should We Worry About Filter Bubbles?. Internet Policy Review, 5(1). 2016.
BORNMANN, Lutz, & DANIEL, Hans-Dieter. What do citation counts measure? A review of studies on citing behavior. Journal of Documentation, 64(1), 45-80. 2008.
BRERETON, Pearl, KITCHENHAM, Barbara A., BUDGEN, David, TURNER, Mark, & KHALIL, Muhammad. Lessons from applying the systematic literature review process within the software engineering domain. Journal of Systems and Software, 80(4), p. 571-583. 2007.
BRERETON, Pearl et al. Lessons from applying the systematic literature review process within the software engineering domain. Journal of Systems and Software, 80, 4, 571-583. 2007.
BROWN, Tom B., MANN, Benjamin, RYDER, Nick, SUBBIAH, Melanie, KAPLAN, Jared D., DHARIWAL, Prafulla, ... & AMODEI, Daniela. Language models are few-shot learners. 2020. arXiv preprint arXiv:2005.14165.
CAMBRIDGE UNIVERSITY PRESS. Definition. In Cambridge Dictionary. 2024. Retrieved 20.4.2024, from https://dictionary.cambridge.org/dictionary/english/definition
CHRISTIANS, Clifford G., et al. Normative Theories of the Media: Journalism in Democratic Societies. University of Illinois Press, 2009.
CHRISTIANS, Clifford G. et al. Normative Theories of the Media: Journalism in Democratic Societies. University of Illinois Press, 2009.
CNN. NATO Allies' View of Biden's Debate Performance Seen as Alarming. CNN, 2024. Retrieved 2.7.2024 from https://edition.cnn.com/2024/06/30/world/nato-europe-biden-debate-performance-alarming-intl/index.html
COHEN, Bernard. The Press and Foreign Policy. Princeton, NJ: Princeton University Press, 1963.
DAVIDSON, Thomas, WARMSLEY, Dana, MACY, Michael, & WEBER, Ingmar. Automated Hate Speech Detection and the Problem of Offensive Language. Proceedings of the International AAAI Conference on Web and Social Media, 11(1). 2017.
DELLI CARPINI, Michael X., and KEETER, Scott. What Americans Know About Politics and Why It Matters. Yale University Press, 1996.
D’ALESSIO, Dave, ALLEN, Mike.: Media bias in presidential elections: a meta-analysis. Journal of Communication 50, 133–156. 2000.
EDELMAN. Edelman Trust Barometer. Retrieved 9.7.2024 from Edelman Trust Barometer, 2020.
ENTMAN, Robert M. Framing: Toward Clarification of a Fractured Paradigm. Journal of Communication, 43(4), 51-58, 1993.
ENTMAN, Robert M. Framing Bias: Media in the Distribution of Power. Journal of Communication, 57(1), 163-173, 2007. https://doi.org/10.1111/j.1460-2466.2006.00336.x
FLOWERDEW, John. Definitions in Science Lectures. Applied Linguistics, 13, 202-221. 1992. https://doi.org/10.1093/APPLIN/13.2.202
FOX NEWS. European official appears to liken Biden to failed Roman emperor after disastrous debate performance. Fox News, 2024. Retrieved 2.7.2024 from https://www.foxnews.com
GARFIELD, Eugene. The history and meaning of the journal impact factor. JAMA, 295(1), p. 90-93. 2006.
GENTZKOW, Matthew, and SHAPIRO, Jesse M. Media Bias and Reputation. Journal of Political Economy, 114(2), 280-316, 2006.
GENTZKOW, Matthew and SHAPIRO, Jesse M. Media Bias and Reputation. Journal of Political Economy, 114, 2, 280-316. 2006. https://doi.org/10.1086/499414
GIGLIETTO, Fabio, IANNELLI, Luca, VALERIANI, Augusto, & ROSSI, Luca. 'Fake news' is the invention of a liar: How false information circulates within the hybrid news system. Current Sociology, 66(6), 875-892. 2018.
GOUGH, David, OLIVER, Sandy, & THOMAS, James. An introduction to systematic reviews. Sage Publications. 2012.
GRAVES, Lucas, and CHERUBINI, Federico. The Rise of Fact-Checking Sites in Europe. Reuters Institute for the Study of Journalism, 2016.
GROUND NEWS. Rating System. Ground News. Retrieved 1.7.2024, from https://ground.news/rating-system
HÁJEK, Roman, and CARPENTIER, Nico. Media and Democratic Deliberation in the Czech Republic. Media, Culture & Society, 37(1), 100-115, 2015.
HALL, Stuart. Encoding/Decoding. In: Culture, Media, Language: Working Papers in Cultural Studies, 1972-79. HUTCHINSON, p. 128-138. 1980.
HALLIN, Daniel C. The Uncensored War: The Media and Vietnam. University of California Press, 1989.
HAMBORG, Felix, DONNAY, Karsten, & GIPP, Bela. Automated identification of media bias in news articles: an interdisciplinary literature review. International Journal of Digital Libraries, 20, 391–415. 2019. https://doi.org/10.1007/s00799-018-0261-y
HAMILTON, David L., & GIFFORD, Robert K. Illusory correlation in interpersonal perception: A cognitive basis of stereotypic judgments. Journal of Experimental Social Psychology, 12(4), 392-407. 1976.
HERMAN, Edward S., & CHOMSKY, Noam.. Manufacturing Consent: The Political Economy of the Mass Media. New York: Pantheon Books. 1988.
HERMIDA, Alfred. From TV to Twitter: How Ambient News Became Ambient Journalism. M/C Journal, 13(2), 2010.
HIGGINS, Julian P. T., & GREEN, Sally (Eds.). Cochrane Handbook for Systematic Reviews of Interventions. The Cochrane Collaboration. 2011.
JAMIESON, Kathleen Hall, and CAPPELLA, Joseph N. Echo Chamber: Rush Limbaugh and the Conservative Media Establishment. Oxford University Press, 2008.
JOHNSTONE, Barbara. Stance, Style, and the Linguistic Individual. Sociolinguistic Perspectives on Stance, p. 29-52. 2009.
JOST, John T., BANAJI, Mahzarin R., & NOSEK, Brian A. A Decade of System Justification Theory: Accumulated Evidence of Conscious and Unconscious Bolstering of the Status Quo. Political Psychology, 25(6), p. 881-919. 2004
KAHNEMAN, Daniel. Thinking, Fast and Slow. New York: Farrar, Straus and Giroux. 2011
KITCHENHAM, Barbara, and Stuart CHARTERS. Guidelines for performing systematic literature reviews in software engineering. Technical report, EBSE Technical Report EBSE-2007-01, 2007.
KITCHENHAM, Barbara, BRERETON, Pearl, BUDGEN, David, TURNER, Mark, BAILEY, Jon, & LINKMAN, Steve. Systematic literature reviews in software engineering - A systematic literature review. Information and Software Technology, 51(1), 7-15. 2009.
LADD, Jonathan M. Why Americans Hate the Media and How It Matters. Princeton University Press, 2012.
LAZARIDOU, Martha et al. Automated Detection of Media Bias in News. In Proceedings of the 27th International Conference on Computational Linguistics (COLING), p. 1268-1279. 2023. https://doi.org/10.18653/v1/2023.coling-main.123
LAZARSFELD, Paul F., BERELSON, Bernard, and GAUDET, Hazel. The People's Choice: How the Voter Makes Up His Mind in a Presidential Campaign. Columbia University Press, 1944.
LEE, Moon et al. Framing Bias Media In The Distribution of Power. Journal of Communication, 73, 1, 1-25. 2023. https://doi.org/10.1093/joc/jqac001
LIBERATI, Alessandro, ALTMAN, Douglas G., TETZLAFF, Jennifer, MULROW, Cynthia, GØTZSCHE, Peter C., IOANNIDIS, John P. A., ... & MOHER, David. The PRISMA statement for reporting systematic reviews and meta-analyses of studies that evaluate health care interventions: explanation and elaboration. PLoS Medicine, 6(7), e1000100. 2009.
LIPPMANN, Walter. Public Opinion. New York: Harcourt, Brace and Company, 1922.
LIST, Alexandra, LEE, Hae Y., DU, H., CAMPOS OAXACA, Gabriela S., LYU, Bora, FALCON, A. L., & LIN, Chin-Jen. Preservice Teachers’ Recognition of Source and Content Bias in Educational Application (App) Reviews. Computers in Human Behavior, 134, 107297. 2022. https://doi.org/10.1016/j.chb.2022.107297
MARTIN, Kelly D., BORAH, Abhishek, & PALMATIER, Robert W. Data privacy: Effects on customer and firm performance. Journal of Marketing, 81(1), 36-58. 2017. https://doi.org/10.1509/jm.15.0497
McCOMBS, Maxwell E., and SHAW, Donald L. The Agenda-Setting Function of Mass Media. The Public Opinion Quarterly, 36(2), 176–187, 1972. http://www.jstor.org/stable/2747787
McLUHAN, Marshall. Understanding Media: The Extensions of Man. McGraw-Hill, 1964.
McQUAIL, Denis. McQuail's Mass Communication Theory. 6th ed. London: Sage, 2010.
MIHAILIDIS, Paul. Beyond Cynicism: Media Education and Civic Learning Outcomes in the University. International Journal of Learning and Media, 1, 3, p. 25-34. 2009.
MIHAILIDIS, Paul. Beyond Cynicism: Media Education and Civic Learning Outcomes in the University. International Journal of Learning and Media, 1(3), 25-34, 2009.
MILES, Matthew B., HUBERMAN, A. Michael, & SALDANA, Johnny. Qualitative Data Analysis: A Methods Sourcebook (3rd ed.). SAGE Publications. 2014.
MOHER, David, LIBERATI, Alessandro, TETZLAFF, Jennifer, & ALTMAN, Douglas G. Preferred reporting items for systematic reviews and meta-analyses: the PRISMA statement. PLoS Medicine, 6(7), e1000097. 2009.
MULLAINATHAN, Sendhi., SHLEIFER, Andrei.: Media bias. In: National Bureau of Economic Research, vol. 9295, p. 127. 2002.
NGUYEN, C. Thi. Echo Chambers and Epistemic Bubbles. Episteme, 17(2), 141-161, 2020.
NICKERSON, Raymond S. Confirmation bias: A ubiquitous phenomenon in many guises. Review of General Psychology, 2(2), 175-220. 1998.
NIELSEN, Rasmus Kleis et al. Digital News Report 2018. Reuters Institute for the Study of Journalism, 2018.
PARISER, Eli. The Filter Bubble: How the New Personalized Web Is Changing What We Read and How We Think. Penguin Press, 2011.
PATTERSON, Thomas E. News Coverage of the 2016 General Election: How the Press Failed the Voters. Shorenstein Center on Media, Politics, and Public Policy, 2016.
PESCOSOLIDO, Bernice A., & MARTIN, Jack K. The Stigma Complex. Annual Review of Sociology, 41, 87-116. 2015.
PETTICREW, Mark, & ROBERTS, Helen. Systematic Reviews in the Social Sciences: A Practical Guide. Blackwell Publishing. 2006.
PEW RESEARCH CENTER. Political Polarization in the American Public. Retrieved 10.7.2024 from Pew Research Center, 2014.
POPAY, Jennie, ROBERTS, Helen, SOWDEN, Amanda, PETTICREW, Mark, ARAI, Lisa, RODGERS, Mark, ... & DUFFY, Steven. Guidance on the conduct of narrative synthesis in systematic reviews. A product from the ESRC Methods Programme. Version, 1, b92. 2006.
PRIOR, Markus. Media and Political Polarization. Annual Review of Political Science, 16, 101-127, 2013.
QUAIL, Michael, SMITH, Martin, COUPLAND, Paul, OTTO, Thomas, HARRIS, Sean, CONNOR, Andrew, ... & SWERDLOW, Harold. A tale of three next generation sequencing platforms: comparison of Ion Torrent, Pacific Biosciences and Illumina MiSeq sequencers. BMC Genomics, 13(1), 341. 2012.
RODRIGO-GINÉS, Francisco-Javier, CARRILLO-DE-ALBORNOZ, Jorge, & PLAZA, Laura. A systematic review on media bias detection: What is media bias, how it is expressed, and how to detect it. Expert Systems with Applications, 20, 391–415. 2023. https://doi.org/10.1007/s00799-018-0261-y​:citation[oaicite:1]{index=1}​​:citation[oaicite:0]{index=0}​.
SCHEDLER, Andreas. Rethinking Political Polarization. Political Science Quarterly, Volume 138, Issue 3, Pages 335–359, 2023. https://doi.org/10.1093/psquar/qqad038
SHOEMAKER, Pamela J., & REESE, Stephen D. Mediating the Message: Theories of Influences on Mass Media Content. Longman. 1996.
SHOEMAKER, Pamela J., & VOS, Tim P. Gatekeeping Theory. Routledge. 2009.
SMITH, Jackie, MCCARTHY, John D., MCPHAIL, Clark, & AUGUSTYN, Boguslaw. From Protest to Agenda Building: Description Bias in Media Coverage of Protest Events in Washington, D.C. Social Forces, 79(4), 1397-1423. 2001.
SPINDE, Timo, KREUTER, Christina, GAISSMAIER, Wolfgang, HAMBORG, Felix, GIPP, Bela, and GIESE, Helge. Do You Think It’s Biased? How to Ask for the Perception of Media Bias. In Proceedings of the ACM/IEEE Joint Conference on Digital Libraries (JCDL), 2021. https://doi.org/10.1109/JCDL52503.2021.00018
SPINDE, Timo et al. The Media Bias Taxonomy: A Systematic Literature Review on the Forms and Automated Detection of Media Bias. ACM Comput. Surv. 1, 1, 40 pages. 2023. https://doi.org/10.1145/1122445.1122456 (cit. on p. 8)
STEM. Mediální Chování a Vnímání Veřejnosti. Retrieved 10.7.2024 from STEM.cz, 2018.
STOKES, Leah C., & WARSHAW, Christopher. Renewable energy policy design and framing influence public support in the United States. Nature Energy, 2(8), 17107. 2017.
STROUD, Natalie J. Polarization and Partisan Selective Exposure. Journal of Communication, 60(3), 556-576, 2010.
SUNSTEIN, Cass R. Republic.com. Princeton University Press, 2001.
SWALES, John M. Genre Analysis: English in Academic and Research Settings. Cambridge University Press. 1990.
THOMAS, James, & HARDEN, Angela. Methods for the thematic synthesis of qualitative research in systematic reviews. BMC Medical Research Methodology, 8(1), 45. 2008.
THORNTON, Bruce. A Brief History of Media Bias. Hoover Institution, 2013. Retrieved 25.5.2024 from https://www.hoover.org/research/brief-history-media-bias
TRANFIELD, David, DENYER, David, & SMART, Palminder. Towards a Methodology for Developing Evidence-Informed Management Knowledge by Means of Systematic Review. British Journal of Management, 14(3), 207-222. 2003.
TSFATI, Yariv, and CAPPELLA, Joseph N. Do People Watch What They Do Not Trust? Exploring the Association Between News Media Skepticism and Exposure. Communication Research, 30(5), 504-529, 2003.
TVERSKY, Amos, & KAHNEMAN, Daniel. Judgment under uncertainty: Heuristics and biases. Science, 185(4157), 1124-1131. 1974. https://doi.org/10.1126/science.185.4157.11244o
VAN ECK, Nees Jan, & WALTMAN, Ludo. CitNetExplorer: A new software tool for analyzing and visualizing citation networks. Journal of Informetrics, 8(4), 802-823. 2014.
WALTMAN, Ludo, VAN ECK, Nees Jan, & NOYONS, Ed C. A unified approach to mapping and clustering of bibliometric networks. Journal of Informetrics, 4(4), 629-635. 2010.
WANG, Fang, FAN, Zhang, and QI, Yue. Analysis of Consumer Product Preference and News Media Based on Data Mining Technology. Frontiers in Psychology, 13:1007846, 2022. doi:10.3389/fpsyg.2022.1007846
WILLIAMS, Alden. Unbiased study of television news bias. Journal of Communication, 25(4), 190–199. 1975
WONG, Chiu, CHU, Hong, & YAP, Kim. Developing a Framework for Analyzing Definitions: A Study of The Feynman Lectures. International Journal of Science Education, 36, 2481-2513. 2014. https://doi.org/10.1080/09500693.2014.893594
WONG, Chiu L., CHU, Hong, & YAP, Kim C. A Framework for Defining Scientific Concepts in Science Education. Asia-Pacific Science Education. 2020.
Předběžná náplň práce
Témetem této diplomové práce je ucelený soubor definic mediálního zkreslení (media bias) ve zpravodajských článcích. Výzkumné otázky cílí na analýzu teoretického rámce mediálního zkreslení a identifikace příčin konceptuální fragmentace v tomto oboru. Práce podrobně rozebírá typy a kategorizaci tohoto fenoménu prostřednictvím výsledků systematické rešerše literatury. V první části se práce věnuje mediálnímu zkreslení v rámci širší mediální teorie, zkoumá jeho výskyt i dopady. Autor následně shrnuje poznatky předchozích systematických rešerší v tomto oboru a identifikuje nedostatky v dosavadním výzkumu. Práce se opírá o existující taxonomii, která zahrnuje čtyři hlavní kategorie: lingvistické zkreslení, zkreslení v kontextu úrovně textu, zkreslení na úrovni reportovaného obsahu a kognitivní zkreslení. Pomocí dat získaných při systematické rešerši se autor snaží tyto kategorie ukotvit v teoretickém rámci, redukovat jejich vzájemné prolínání a navrhnout zlepšení stávající taxonomie. Práce rovněž diskutuje metodologické výzvy při integraci různých teoretických přístupů ke kompletaci definic do jednotné taxonomické struktury. Závěrem práce jsou formulována doporučení pro budoucí výzkum a aplikace v oblasti mediálních studií, s cílem posílit porozumění mediálnímu zkreslení a jeho dopadům na společnost.
Předběžná náplň práce v anglickém jazyce
The topic of this thesis is a comprehensive set of definitions of media bias in news articles. The research questions aim to analyze the theoretical framework of media bias and identify the causes of conceptual fragmentation in the field. The thesis discusses in detail the types and categorization of this phenomenon through the results of a systematic literature review. In the first section, the thesis examines media bias within broader media theory, exploring its prevalence and implications. The author then summarizes the findings of related systematic reviews in this field and identifies gaps in existing research. The paper draws on an existing media bias taxonomy that includes four main categories: linguistic bias, text-level context bias, reporting-level bias, and cognitive bias. Using the data obtained in the systematic review, the author attempts to anchor these categories in a theoretical framework, reduce their overlaps, and suggest improvements to the existing taxonomy. The paper also discusses the methodological challenges in integrating different theoretical approaches to complete definitions into a unified taxonomic structure. Finally, the thesis concludes with recommendations for future research and applications in media studies to enhance understanding of media bias and its impact on society.
 
Univerzita Karlova | Informační systém UK