Smart Media or Biased Media: The Impacts and Challenges of AI and Big Data on the Media Industry
Asian Journal of Research in Computer Science · pp. 128–144 · Published 6 Jul 2024
10.9734/ajrcos/2024/v17i7484Abstract
This study critically analyzes the impact of artificial intelligence (AI) and big data on the media industry, focusing on the ethical challenges and biases introduced by these technologies. The research aims to uncover the extent to which AI and big data influence content personalization, creation, and marketing, and the ramifications of these influences on cultural diversity and societal norms. A mixed-methods approach was employed, combining quantitative analysis through a survey of 532 respondents and qualitative thematic analysis of 10 academic literatures. The findings reveal significant associations between automated content creation tools and societal biases, personalized recommendation systems and echo chambers, and algorithmic recommendations and cultural homogenization. Conversely, no significant association was found between big data analytics and privacy concerns. The study highlights the need for ethical guidelines, enhanced content diversity, strengthened data privacy measures, and increased algorithmic transparency to mitigate the ethical challenges and biases in AI-driven media platforms. These insights contribute to the broader understanding of AI and big data's role in shaping the media industry, offering valuable implications for future research, policy-making, and industry practices.
References (68)
- 1 The ethics of algorithms: Mapping the debate [DOI]
- 2 Generative AI and ChatGPT: Applications, challenges, and AI-human collaboration [DOI]
- 3 Algorithmic bias: review, synthesis, and future research directions [DOI]
- 4 A Survey of Recommendation Systems: Recommendation Models, Techniques, and Application Fields [DOI]
- 5 Ready or Not, AI Comes— An Interview Study of Organizational AI Readiness Factors [DOI]
- 6 Transparency you can trust: Transparency requirements for artificial intelligence between legal norms and contextual concerns [DOI]
- 7 Algorithmic bias in data-driven innovation in the age of AI [DOI]
- 8 Burst of the Filter Bubble? [DOI]
- 9 Understanding Echo Chambers and Filter Bubbles: The Impact of Social Media on Diversification and Partisan Shifts in News Consumption [DOI]
- 10 Recommender Systems Leveraging Multimedia Content [DOI]
- 11 Filter Bubbles, Echo Chambers, and Fake News: How Social Media Conditions Individuals to Be Less Critical of Political Misinformation [DOI]
- 12 Beyond clicks [DOI]
- 13 Beyond user experience: What constitutes algorithmic experiences? [DOI]
- 14 Interactive collaborative filtering [DOI]
- 15 A critical review of filter bubbles and a comparison with selective exposure [DOI]
- 16 Is this recommended by an algorithm? The development and validation of the algorithmic media content awareness scale (AMCA-scale) [DOI]
- 17 Corporate Governance of Artificial Intelligence in the Public Interest [DOI]
- 18 The GDPR and the Internet of Things: a three-step transparency model [DOI]
- 19 Advancing Data-Driven Decision-Making in Smart Cities through Big Data Analytics: A Comprehensive Review of Existing Literature [DOI]
- 20 ‘I’m still the master of the machine.’ Internet users’ awareness of algorithmic decision-making and their perception of its effect on their autonomy [DOI]
- 21 Algorithmic accountability: a primer
- 22 Ethical Framework for Designing Autonomous Intelligent Systems [DOI]
- 23 CUSTOMER PREDICTIVE ANALYTICS USING ARTIFICIAL INTELLIGENCE [DOI]
- 24 Digital-Twin-Based Security Analytics for the Internet of Things [DOI]
- 25 The datafication revolution in criminal justice: An empirical exploration of frames portraying data-driven technologies for crime prevention and control [DOI]
- 26 IoT Security in the Era of Ubiquitous Computing: A Multidisciplinary Approach to Addressing Vulnerabilities and Promoting Resilience [DOI]
- 27 The Ethical Balance of Using Smart Information Systems for Promoting the United Nations’ Sustainable Development Goals [DOI]
- 28 “Are You Still Watching?”: Exploring Unintended User Behaviors and Dark Patterns on Video Streaming Platforms [DOI]
- 29 The Importance of COSO Framework Compliance in Information Technology Auditing and Enterprise Resource Management [DOI]
- 30 Exploring the Landscape of Decentralized Autonomous Organizations: A Comprehensive Review of Blockchain Initiatives [DOI]
- 31 A Regressional Study on the Impact of Organizational Security Culture and Transformational Leadership on Social Engineering Awareness among Bank Employees: The Interplay of Security Education and Behavioral Change [DOI]
- 32 Teaching Computer Ethics [DOI]
- 33 Learning algorithms and discrimination [DOI]
- 34 Assessing Digital Threats to Democracy, and Workable Solutions: A Review of the Recent Literature
- 35 Transparency-Check: An Instrument for the Study and Design of Transparency in AI-based Personalization Systems [DOI]
- 36 Pushing the Boundaries of Scientific Research with the use of Artificial Intelligence tools: Navigating Risks and Unleashing Possibilities [DOI]
- 37 Making Sense of the Unknown: How Managers Make Cyber Security Decisions [DOI]
- 38 Exploration of the Application of Virtual Reality and Internet of Things in Film and Television Production Mode [DOI]
- 39 How Does Interactive Narrative Design Affect the Consumer Experience of Mobile Interactive Video Advertising? [DOI]
- 40 Liable and Sustainable by Design: A Toolbox for a Regulatory Compliant and Sustainable Tech [DOI]
- 41 Online misinformation and everyday ontological narratives of social distinction [DOI]
- 42 Big Data: Opportunities and Privacy Challenges [DOI]
- 43 Challenges, Opportunities and Innovations Faced by the Broadcasting and Hosting Industry in the Era of Convergence Media [DOI]
- 44 “The revolution will not be supervised”: Consent and open secrets in data science [DOI]
- 45 Safeguarding Regional Data Protection Rights on the Global Internet—The European Approach Under the GDPR [DOI]
- 46 Recommendation Systems and Machine Learning: Mapping the User Experience [DOI]
- 47 Regulating Recommending: Motivations, Considerations, and Principles [DOI]
- 48 Factors influencing the popularity of YouTube videos and users’ decisions to watch them
- 49 Emergent Instabilities in Algorithmic Feedback Loops [DOI]
- 50 AI-Driven Cloud Security: Examining the Impact of User Behavior Analysis on Threat Detection [DOI]
- 51 Exploring the Challenges of Artificial Intelligence in Data Integrity and its Influence on Social Dynamics [DOI]
- 52 Proliferation of AI Tools: A Multifaceted Evaluation of User Perceptions and Emerging Trend [DOI]
- 53 AI for Identity and Access Management (IAM) in the Cloud: Exploring the Potential of Artificial Intelligence to Improve User Authentication, Authorization, and Access Control within Cloud-Based Systems [DOI]
- 54 Forecasting the Future: The Interplay of Artificial Intelligence, Innovation, and Competitiveness and its Effect on the Global Economy [DOI]
- 55 Data Governance in AI - Enabled Healthcare Systems: A Case of the Project Nightingale [DOI]
- 56 Ballots and Padlocks: Building Digital Trust and Security in Democracy through Information Governance Strategies and Blockchain Technologies [DOI]
- 57 CyberFusion Protocols: Strategic Integration of Enterprise Risk Management, ISO 27001, and Mobile Forensics for Advanced Digital Security in the Modern Business Ecosystem [DOI]
- 58 Artificial Intelligence in Newsrooms: Ethical Challenges Facing Journalists [DOI]
- 59 Bridging the Digital Divide: Exploring the Role of Artificial Intelligence and Automation in Enhancing Connectivity in Developing Nations [DOI]
- 60 Dynamics of the Digital Workforce: Assessing the Interplay and Impact of AI, Automation, and Employment Policies [DOI]
- 61 Securing the Digital Frontier: Strategies for Cloud Computing Security, Database Protection, and Comprehensive Penetration Testing [DOI]
- 62 Artificial intelligence [DOI]
- 63 The Evolution of Terrorism in the Digital Age: Investigating the Adaptation of Terrorist Groups to Cyber Technologies for Recruitment, Propaganda, and Cyberattacks [DOI]
- 64 Artificial Intelligence, Big Data, and Cloud Infrastructures: Policy Recommendations for Enhancing Women's Participation in the Tech-Driven Economy [DOI]
- 65 Towards Sustainable IT Infrastructure: Integrating Green Computing with Data Warehouse and Big Data Technologies to Enhance Efficiency and Environmental Responsibility [DOI]
- 66 Beyond Conventional Threat Defense: Implementing Advanced Threat Modeling Techniques, Risk Modeling Frameworks and Contingency Planning in the Healthcare Sector for Enhanced Data Security [DOI]
- 67 Examining the Role of Trade on the Relationship between Environmental Quality and Energy Consumption: Insights from Sub Saharan Africa [DOI]
- 68 Forum on Artificial Intelligence [DOI]
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