Communication Technology and New Media Commons^™

Human-Machine Communication: Complete Volume. Volume 6

Human-Machine Communication

This is the complete volume of HMC Volume 6.

Boundary Regulation Processes And Privacy Concerns With (Non-)Use Of Voice-Based Assistants, Jessica Vitak, Priya C. Kumar, Yuting Liao, Michael Zimmer

Human-Machine Communication

An exemplar of human-machine communication, voice-based assistants (VBAs) embedded in smartphones and smart speakers simplify everyday tasks while collecting significant data about users and their environment. In recent years, devices using VBAs have continued to add new features and collect more data—in potentially invasive ways. Using Communication Privacy Management theory as a guiding framework, we analyze data from 11 focus groups with 65 US adult VBA users and nonusers. Findings highlight differences in attitudes and concerns toward VBAs broadly and provide insights into how attitudes are influenced by device features. We conclude with considerations for how to address boundary regulation …

Valenced Media Effects On Robot-Related Attitudes And Mental Models: A Parasocial Contact Approach, Jan-Philipp Stein, Jaime Banks

Human-Machine Communication

Despite rapid advancements in robotics, most people still only come into contact with robots via mass media. Consequently, robot-related attitudes are often discussed as the result of habituation and cultivation processes, as they unfold during repeated media exposure. In this paper, we introduce parasocial contact theory to this line of research— arguing that it better acknowledges interpersonal and intergroup dynamics found in modern human–robot interactions. Moreover, conceptualizing mediated robot encounters as parasocial contact integrates both qualitative and quantitative aspects into one comprehensive approach. A multi-method experiment offers empirical support for our arguments: Although many elements of participants’ beliefs and attitudes …

Triggered By Socialbots: Communicative Anthropomorphization Of Bots In Online Conversations, Salla-Maaria Laaksonen, Kaisa Laitinen, Minna Koivula, Tanja Sihvonen

Human-Machine Communication

This article examines communicative anthropomorphization, that is, assigning of humanlike features, of socialbots in communication between humans and bots. Situated in the field of human-machine communication, the article asks how socialbots are devised as anthropomorphized communication companions and explores the ways in which human users anthropomorphize bots through communication. Through an analysis of two datasets of bots interacting with humans on social media, we find that bots are communicatively anthropomorphized by directly addressing them, assigning agency to them, drawing parallels between humans and bots, and assigning emotions and opinions to bots. We suggest that socialbots inherently have anthropomorphized characteristics and …

Human-Ai Teaming During An Ongoing Disaster: How Scripts Around Training And Feedback Reveal This Is A Form Of Human-Machine Communication, Keri K. Stephens, Anastazja G. Harris, Amanda L. Hughes, Carolyn E. Montagnolo, Karim Nader, S. Ashley Stevens, Tara Tasuji, Yifan Xu, Hemant Purohit, Christopher W. Zobel

Human-Machine Communication

Humans play an integral role in identifying important information from social media during disasters. While human annotation of social media data to train machine learning models is often viewed as human-computer interaction, this study interrogates the ontological boundary between such interaction and human-machine communication. We conducted multiple interviews with participants who both labeled data to train machine learning models and corrected machine-inferred data labels. Findings reveal three themes: scripts invoked to manage decision-making, contextual scripts, and scripts around perceptions of machines. Humans use scripts around training the machine—a form of behavioral anthropomorphism—to develop social relationships with them. Correcting machine-inferred data …

An Interactional Account Of Empathy In Human-Machine Communication, Shauna Concannon, Ian Roberts, Marcus Tomalin

Human-Machine Communication

Efforts to develop empathetic agents, or systems capable of responding appropriately to emotional content, have increased as the deployment of such systems in socially complex scenarios becomes more commonplace. In the context of human-machine communication (HMC), the ability to create the perception of empathy is achieved in large part through linguistic behavior. However, studies of how language is used to display and respond to emotion in ways deemed empathetic are limited. This article aims to address this gap, demonstrating how an interactional linguistics informed methodological approach can be applied to the study of empathy in HMC. We present an analysis …

Archipelagic Human-Machine Communication: Building Bridges Amidst Cultivated Ambiguity, Marco Dehnert

Human-Machine Communication

In this commentary, I call for maintaining the archipelagic character of human-machine communication (HMC). Utilizing the metaphor of the archipelago or a chain of connected islands indicates that HMC entails a variety of islands differing in shape, size, location, and proximity to one another. Rather than aiming for conceptual unity and definitional homogeneity, I call for embracing a cultivated ambiguity related to HMC key concepts. Ambiguity in the sense of allowing these concepts to be flexible enough to be explored in different contexts. Cultivated in the sense of demanding resonance across individual studies and theoretical lineages to allow for cumulative …

Lindenwood Digest, July 12, 2023, Lindenwood University

Lindenwood Digest

The Lindenwood Digest has been a digital employee newsletter since 2009.

From Archive To Anarchive: How Bereal Challenges Traditional Archival Concepts And Transforms Social Media Archival Practices, Mandi Li

Journal of Contemporary Archival Studies

BeReal, an “anti-Instagram” photo-sharing app, not only challenges the performative culture of social media but also revolutionizes the very concept of ‘archives.’ By employing the technical walkthrough method grounded in software studies, this research found that BeReal can be conceptualized as an anarchive that consists of diverse storytellers, decentralized micro-narratives, and interdependent contexts. More specifically, although some classical archival elements can be found in BeReal, the platform challenges the traditional archival industry in two ways: one, its ordinary record subjects and high level of accessibility shatter the centralization of traditional archives; two, it challenges the humanist value of archivists by …

Lindenwood Digest, July 19, 2023, Lindenwood University

Lindenwood Digest

The Lindenwood Digest has been a digital employee newsletter since 2009.

Aktivitas Cross Promotion Dalam Program Youtube Live ! Milik Folkative Studi Kasus The Changcuters, Muhamad Heychael, Hardika Widi Satria, Andrew Christoper Prawira Purba

Jurnal Sosial Humaniora Terapan

Folkative is a new media platform that focuses on engaging the young audience in Indonesia. Folkative utilizes social media platforms such as Instagram and YouTube to publish its content. One of the programs initiated by Folkative is "Live! At Folkative," a music-based entertainment content that started in mid-2021, with subscribers reaching 39,700. This program features both local and international musicians to promote their latest albums or singles through cross-promotion value or exchanging exposure. The aim of this research is to understand the extent to which Folkative's cross-promotion process has an impact on both collaborating parties. To achieve this, the study …

Lindenwood Digest, June 28, 2023, Lindenwood University

Lindenwood Digest

The Lindenwood Digest has been a digital employee newsletter since 2009.

Lindenwood Digest, June 21, 2023, Lindenwood University

Lindenwood Digest

The Lindenwood Digest has been a digital employee newsletter since 2009.

The Power Of The Virtual Platform: A Look Into Fandom Interactions Via Twitter (X), Samantha Hacker

Undergraduate Theses

Using social media to communicate has become increasingly popular since the medium was created. Twitter has been a popular breeding ground for fan communities to form social spaces. Parasocial relationship theory, as well as face negotiation theory, tie heavily into the discussion of fandoms and the creation of safe spaces on the platform. How people present themselves online is entirely dependent on the user and their level of comfort on the app. One fandom in particular that utilizes this app the most is the fan base for the seven-member South Korean boy band, BTS, who in reference to the band, …

Netflix’S Role In Reshaping The Global Audience’S Perception Of Arabs And Muslims, Menatalla Abbas

Theses and Dissertations

This research study investigates Netflix’s role in reshaping the global audience’s perceptions of Arabs and Muslims. The aim of this study is to understand how Netflix has positioned itself as a powerhouse in the streaming-service industry, and whether or not it has been able to use that power to promote authenticity, diversity, and inclusion. This study employed the triangulation method in order to develop a cohesive understanding of how, and to what extent, Netflix has reshaped the global audience’s perceptions of Arabs and Muslims. A content analysis of four Netflix Original Arabic productions were chosen, consisting of two series: Finding …

Using Ai-Generated Suggestions From Chatgpt To Optimize Clinical Decision Support, Robert W Turer, Scott D Nelson, Allison B Mccoy, Dean F Sittig, Adam Wright

Faculty, Staff and Student Publications

OBJECTIVE: To determine if ChatGPT can generate useful suggestions for improving clinical decision support (CDS) logic and to assess noninferiority compared to human-generated suggestions.

METHODS: We supplied summaries of CDS logic to ChatGPT, an artificial intelligence (AI) tool for question answering that uses a large language model, and asked it to generate suggestions. We asked human clinician reviewers to review the AI-generated suggestions as well as human-generated suggestions for improving the same CDS alerts, and rate the suggestions for their usefulness, acceptance, relevance, understanding, workflow, bias, inversion, and redundancy.

RESULTS: Five clinicians analyzed 36 AI-generated suggestions and 29 human-generated suggestions …

Lindenwood Digest, June 14, 2023, Lindenwood University

Lindenwood Digest

The Lindenwood Digest has been a digital employee newsletter since 2009.

Understanding The Consumption Of Antimicrobial Resistance–Related Content On Social Media: Twitter Analysis, Hyunuk Kim, Chris R. Proctor, Dylan Walker, Ronan R. Mccarthy

Business Faculty Articles and Research

Background: Antimicrobial resistance (AMR) is one of the most pressing concerns in our society. Today, social media can function as an important channel to disseminate information about AMR. The way in which this information is engaged with depends on a number of factors, including the target audience and the content of the social media post.

Objective: The aim of this study is to better understand how AMR-related content is consumed on the social media platform Twitter and to understand some of the drivers of engagement. This is essential to designing effective public health strategies, raising awareness about antimicrobial …

Lindenwood Digest, June 7, 2023, Lindenwood University

Lindenwood Digest

The Lindenwood Digest has been a digital employee newsletter since 2009.

Thyroid Sat510 I-131 Therapy With Dosimetry For Advanced Thyroid Carcinoma: Recombinant Tsh Vs Thyroid Hormone Withdrawal, Dana Awad, Jarod Hamsa, Abbey Fingeret, Craig M. Johnson, Frank Rutar, Carrie Carso, Anupam Kotwal, Anery Patel, Angela Thornburg, Whitney Sears Goldner

College of Journalism and Mass Communications: Faculty Publications

Background: Dosimetry can be used to calculate an optimal and safe dose of Iodine-131 (I-131) for treatment of advanced differentiated thyroid cancer (DTC). Thyroid hormone withdrawal (THW) is the preferred method of TSH elevation for I-131 therapy with dosimetry. At our institution, Recombinant TSH (RhTSH) is used in patients in whom prolonged hypothyroidism is deemed clinically unsafe or cannot tolerate THW. We aim to evaluate if RhTSH and THW are equivalent methods of preparation for I-131 therapy using dosimetry (I-131D).