Critical, but constructive: defining, detecting, and addressing bias in Computational Social Science.
The public that engages invisibly: what visible engagement fails to capture in online political communication.
Beyond the binary? Automated gender classification of social media profiles.
Whose truth is it anyway? An experiment on annotation bias in times of factual opinion polarization.
Classification bias of LLMs in detecting incivility towards female and male politicians in German social media discourse.
Beyond time delays: how web scraping distorts measures of online news consumption.
The Extended Morality as Cooperation Dictionary (eMACD): A Crowd-Sourced Approach via the Moral Narrative Analyzer Platform.
Topic modeling of video and image data: a visual semantic unsupervised approach.
Taking communication science and research methodology seriously
Misclassification in Automated Content Analysis Causes Bias in Regression. Can We Fix It? Yes We Can!
What's in a name? The effect of named entities on topic modelling interpretability
Coefficient alpha and reliability of communication science measurement scales: A note on Hayes and Coutts
Automatically Finding Actors in Texts: A Performance Review of Multilingual Named Entity Recognition Tools
Message-level Claims Require Message-level Data Analyses: Aligning Claims and Evidence in Communication Research
Googling Politics? Comparing Five Computational Methods to Identify Political and News-related Searches from Web Browser Histories
On Measurement Validity and Language Models: Increasing Validity and Decreasing Bias with Instructions
Bootstrapping public entities. Domain-specific NER for public speakers
Uncovering Digital Trace Data Biases: Tracking Undercoverage in Web Tracking Data
Using State Space Grids to Quantify and Examine Dynamics of Dyadic Conversation
JST and rJST: joint estimation of sentiment and topics in textual data using a semi-supervised approach
Automated object detection in mobile eye-tracking research: comparing manual coding with tag detection, shape detection, matching, and machine learning
Acknowledgement.
An Empirical Investigation of Inadequate Statistical Reporting Practices in Communication Meta-Analyses and Their Consequences
Computer Vision and Internet Meme Genealogy: An Evaluation of Image Feature Matching as a Technique for Pattern Detection
A New Scale for Measuring Identity Insecurity
Conceptualizing and Examining Change in Communication Research
A Systematic Literature Review of Latent Variable Mixture Modeling in Communication Scholarship
What We Can Do and Cannot Do with Topic Modeling: A Systematic Review
Developing an Incivility Dictionary for German Online Discussions – a Semi-Automated Approach Combining Human and Artificial Knowledge
Conceptualizing and Examining Change in Communication Research
What We Can Do and Cannot Do with Topic Modeling: A Systematic Review
Comparing Chatbots and Online Surveys for (Longitudinal) Data Collection: An Investigation of Response Characteristics, Data Quality, and User Evaluation
Developing an Incivility Dictionary for German Online Discussions–a Semi-Automated Approach Combining Human and Artificial Knowledge
Leveraging Researcher Domain Expertise to Annotate Concepts Within Imbalanced Data
Correction:Communication Quality Analysis: A user-friendly observational measure of patient-clinician communication(Communication Methods and Measures, 16, (3), (215-235), 10.1080/19312458.2022.2099819)
A Systematic Literature Review of Latent Variable Mixture Modeling in Communication Scholarship
Digital Trace Data Collection for Social Media Effects Research: APIs, Data Donation, and (Screen) Tracking
Leveraging Data Donations for Communication Research: Exploring Drivers Behind the Willingness to Donate
Message Deletion on Telegram: Affected Data Types and Implications for Computational Analysis
The Implications of Communication Technologies for Supportive Conversations: A Dynamic Dyadic Systems Approach Examining Turn Transitions
Is Older Indeed Wiser? Identifying Conflict Communication Patterns in Older and Younger Dating Couples
Uncovering Hidden Media Framings in Generic Communication Competence Assessments: Is the Face-To-Face Context the Default Framing?
Comparison Conditions in Research on Persuasive Message Effects: Aligning Evidence and Claims About Persuasiveness
An Analysis of Turn Transitions and Conversational Motifs in Parent-Adolescent Emotion-Focused Interactions
Building an ICCN Multimodal Classifier of Aggressive Political Debate Style: Towards a Computational Understanding of Candidate Performance Over Time
Capturing a News Frame - Comparing Machine-Learning Approaches to Frame Analysis with Different Degrees of Supervision
Training Versus Responsiveness in Supportive Interactions Employing Confederates: A Dynamic Dyadic Systems Approach
Measures of Argument Strength: A Computational, Large-Scale Analysis of Effective Persuasion in Real-World Debates
A Dynamic Dyadic Systems Perspective on Interpersonal Conversation
A Dynamic Dyadic Systems Perspective on Communication of Real-Time Support Between Graduate Women in STEM and Their Mentor