Widespread concern exists regarding the prevalence of fake news in our unbalanced news media, which devotes the majority of their valuable screen time to celebrities and politicians. Our political, economic, and social systems are profoundly impacted by false information. This project seeks to identify a dependable method for filtering reputable news sources. Various solutions will be proposed to address this concern.
Introduction
The text examines how false news spreads more rapidly and widely than true news, largely because people are more likely to share novel and emotionally stimulating information. Research by Vosoughi et al. found that false stories tend to generate emotions such as fear, disgust, and surprise, while true stories evoke anticipation, sadness, joy, and trust. Importantly, social media algorithms were found to accelerate true and false news at similar rates, suggesting that human behaviour, rather than bots or algorithms, is a major reason for the greater spread of misinformation.
The text also highlights the problem of underreported but important stories. Examples include religious conflicts in Bangladesh, the economic impact of cotton subsidies on African farmers, environmental restoration efforts in India, the underreported war in Ethiopia, and hunger-related deaths in India. These examples demonstrate that media attention does not always correspond to the importance or urgency of an issue.
Target Users
The proposed system is aimed primarily at:
Researchers and journalists who want to discover important but underreported topics.
Content creators who need trustworthy global information for their audiences.
Non-profit organisations that need reliable information to coordinate support and aid during crises.
Identified Problems
The research hypothesises that underreported news results from:
Limited resources for covering stories in developing countries.
Media organisations prioritising stories relevant to their own countries.
Government- and corporation-owned media having greater financial resources and wider reach.
Celebrity and entertainment news receiving more attention than issues involving human welfare.
Positive social and humanitarian achievements receiving insufficient coverage, making it harder for non-profits and social initiatives to attract funding.
Existing Solutions
Current fact-checking platforms such as Google Fact Check, FactCheck.org, and PolitiFact help verify claims and identify misinformation. However, they primarily focus on checking whether individual claims are true or false. They do not fully address the larger problem of discovering important, relevant, and underreported stories and prioritising them for journalists and content creators.
Conclusion
This project sets out to examine how socioeconomic and geopolitical factors shape which stories receive global news coverage, and to explore whether a more reliable filtering mechanism could help surface underreported but important news. The examples reviewed — from the near-total media silence on the Ethiopian war relative to Ukraine, to the lack of coverage of hunger in India and the economic toll of cotton subsidies on Burkina Faso — support the initial concern that news coverage is skewed toward wealthier, Western, and politically prominent regions, while stories from developing nations are frequently overlooked. The research also confirmed that false news spreads faster and farther than true news, compounding the problem of an already unbalanced media landscape.
Interviews and user stories from journalists, content creators, and non-profit volunteers indicated a shared need for a centralized, trustworthy source of verified international news. Existing tools such as Google\'s Fact Check Explorer, the Duke Reporters\' Lab directory, and PolitiFact each address part of this problem but stop short of prioritizing or filtering news by credibility and importance.
To address this gap, this project proposes an RSS-based aggregation system that compiles reporting from fact-checking organizations and independent journalists, assigns each story a credibility score, and surfaces underreported stories through a mobile and desktop application. Future work should focus on validating the credibility-scoring methodology, expanding source coverage in underrepresented regions, and user-testing the proposed mobile interface with journalists and content creators.
References
[1] Reuters Institute for the Study of Journalism, University of Oxford, “Resources — Digital News Report 2021,” 2021. [Online]. Available:
https://reutersinstitute.politics.ox.ac.uk/digital-news-report/2021/resources
[2] S. Vosoughi, D. Roy, and S. Aral, “The spread of true and false news online,” Science, vol. 359, no. 6380, pp. 1146–1151, Mar. 2018. [Online]. Available:
https://www.science.org/doi/10.1126/science.aap9559
[3] “Hindu temple, shops and houses vandalised in Bangladesh over Facebook post,” The Independent. [Online]. Available:
https://www.independent.co.uk/asia/south-asia/bangladesh-hindu-temples-shops-attacked-facebook-b2125455.html
[4] A. T. Touré and B. Compaoré, “Your farm subsidies are strangling us,” The New York Times, Jul. 11, 2003. [Online]. Available:
https://www.nytimes.com/2003/07/11/opinion/your-farm-subsidies-are-strangling-us.html
[5] Down To Earth, “Earth Day 2020: How a group of citizens revived a British era lake in Salem,” YouTube, 2020. [Online]. Available:
https://www.youtube.com/watch?v=ha10ruXo2BU
[6] Google Trends, “Ukraine war, ethiopia war — Explore,” 2022. [Online]. Available:
https://trends.google.com/trends/explore?q=ukraine%20war,ethiopia%20war
[7] Drishti IAS, “Hunger in India,” Daily News Analysis. [Online]. Available: https://www.drishtiias.com/daily-updates/daily-news-analysis/hunger-in-india
[8] Pew Research Center, “People around the world want unbiased news coverage, but are divided on whether their news media deliver,” Jan. 2018. [Online]. Available: https://www.pewresearch.org/global/2018/01/11/publics-globally-want-unbiased-news-coverage-but-are-divided-on-whether-their-news-media-deliver/
[9] Google, “Fact Check Tools.” [Online]. Available: https://toolbox.google.com/factcheck/about
[10] Duke Reporters’ Lab, “Fact-Checking.” [Online]. Available: https://reporterslab.org/fact-checking/
[11] PolitiFact. [Online]. Available: https://www.politifact.com/
[12] “Archive of Truth,” Figma (FigJam file). [Online]. Available: https://www.figma.com/file/UCFgpSxftv61F5xcelAKWG/Archive-of-Truth
ASSORTED SOURCES FOR FUTURE RESEARCH
[1] H. D. Wu, “Systemic determinants of international news coverage: A comparison of 38 countries,” Journal of Communication, vol. 50, no. 2, pp. 110–130, 2000. [Online]. Available:
https://www.researchgate.net/publication/288371068_Systemic_determinants_of_international_news_coverage_A_comparison_of_38_countries
[2] Pew Research Center, “Leading Topics,” Jul. 2012. [Online]. Available: https://www.pewresearch.org/journalism/2012/07/16/leading-topics/
[3] C. Ireton and J. Posetti, Eds., Journalism, ‘Fake News’ and Disinformation: Handbook for Journalism Education and Training. Paris, France: UNESCO, 2018.
[4] Reuters Institute for the Study of Journalism, University of Oxford, “Interactive — Digital News Report 2022,” 2022. [Online]. Available: https://reutersinstitute.politics.ox.ac.uk/digital-news-report/2022/interactive