Joachim Meyer
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View article: Risk stratification as a guide to goal-oriented management of patients with fibrotic interstitial lung disease - a registry based analysis
Risk stratification as a guide to goal-oriented management of patients with fibrotic interstitial lung disease - a registry based analysis Open
Introduction Idiopathic pulmonary fibrosis (IPF) has high morbidity and mortality with limited treatment options. Goal-oriented management approaches, such as the “treatable traits” concept, have yet to be implemented in IPF. This study ai…
View article: Aided Decision Processes in Dynamic Events: Measuring Decision Support Systems' Influence and Human Responsibility
Aided Decision Processes in Dynamic Events: Measuring Decision Support Systems' Influence and Human Responsibility Open
View article: Context-Based Human Influence and Causal Responsibility for Assisted Decision-Making
Context-Based Human Influence and Causal Responsibility for Assisted Decision-Making Open
Objective The impact of the context in which automation is introduced to a decision-making system was analyzed theoretically and empirically. Background Previous work dealt with causality and responsibility in human-automation systems with…
View article: Exploring Suboptimal Investment Behavior in Pyramid Schemes
Exploring Suboptimal Investment Behavior in Pyramid Schemes Open
View article: Normative or Confirmative: Effects of Information Quality and Redundancy in Decision Support Systems
Normative or Confirmative: Effects of Information Quality and Redundancy in Decision Support Systems Open
Objective The study investigates users’ tendency to access decision support (DS) systems as a function of the correlation between the DS information and the information users already have, the ongoing interaction with such systems, and the…
View article: Selective Access to Decision Support as a Function of Event Uncertainty
Selective Access to Decision Support as a Function of Event Uncertainty Open
Objective We investigate the impact of event uncertainty, decision support (DS) display format, and DS sensitivity on participants’ behavior, performance, subjective workload, and perception of DS usefulness and performance in a classifica…
View article: The Role of Explainability in Collaborative Human-AI Disinformation Detection
The Role of Explainability in Collaborative Human-AI Disinformation Detection Open
Manual verification has become very challenging based on the increasing volume of information shared online and the role of generative Artificial Intelligence (AI). Thus, AI systems are used to identify disinformation and deep fakes online…
View article: Evaluating Human-Centered AI Explanations: Introduction of an XAI Evaluation Framework for Fact-Checking
Evaluating Human-Centered AI Explanations: Introduction of an XAI Evaluation Framework for Fact-Checking Open
The rapidly increasing amount of online information and the advent of Generative Artificial Intelligence (GenAI) make the manual verification of information impractical. Consequently, AI systems are deployed to detect disinformation and de…
View article: Doing AI: Algorithmic decision support as a human activity
Doing AI: Algorithmic decision support as a human activity Open
Algorithmic decision support (ADS), using Machine-Learning-based AI, is becoming a major part of many processes. Organizations introduce ADS to improve decision-making and use available data, thereby possibly limiting deviations from the n…
View article: Conceal or reveal: (non)disclosure choices in online information sharing
Conceal or reveal: (non)disclosure choices in online information sharing Open
People typically enhance their online personas by sharing favourable personal information. Nevertheless, sharing of unfavourable information about oneself still occurs and is essential in some online contexts (e.g. allowing negative review…
View article: On the Need to Understand Human Behavior to Do Analytics of Behavior
On the Need to Understand Human Behavior to Do Analytics of Behavior Open
Artificial Intelligence and data science are rapidly gaining importance as parts of decision support systems. As these systems improve, it becomes necessary to clarify humans’ roles in the decision-making processes. Humans may not be able …
View article: Quantifying Levels of Influence and Causal Responsibility in Dynamic Decision Making Events
Quantifying Levels of Influence and Causal Responsibility in Dynamic Decision Making Events Open
Intelligent systems support human operators’ decision-making processes, many of which are dynamic and involve temporal changes in the decision-related parameters. As we increasingly depend on automation, it becomes imperative to understand…
View article: Quantifying Retrospective Human Responsibility in Intelligent Systems
Quantifying Retrospective Human Responsibility in Intelligent Systems Open
Intelligent systems have become a major part of our lives. Human responsibility for outcomes becomes unclear in the interaction with these systems, as parts of information acquisition, decision-making, and action implementation may be carr…
View article: Privacy and Identity Management
Privacy and Identity Management Open
View article: Fighting Disinformation: Overview of Recent AI-Based Collaborative Human-Computer Interaction for Intelligent Decision Support Systems
Fighting Disinformation: Overview of Recent AI-Based Collaborative Human-Computer Interaction for Intelligent Decision Support Systems Open
View article: Informing Users: Effects of Notification Properties and User Characteristics on Sharing Attitudes
Informing Users: Effects of Notification Properties and User Characteristics on Sharing Attitudes Open
Information sharing on social networks is ubiquitous, intuitive, and\noccasionally accidental. However, people may be unaware of the potential\nnegative consequences of disclosures, such as reputational damages. Yet, people\nuse social net…
View article: Finding Patterns in Visualized Data by Adding Redundant Visual Information
Finding Patterns in Visualized Data by Adding Redundant Visual Information Open
We present "PATRED", a technique that uses the addition of redundant information to facilitate the detection of specific, generally described patterns in line-charts during the visual exploration of the charts. We compared different versio…
View article: Risk Assessment for Patients with Chronic Respiratory Conditions in the Context of the SARS-CoV-2 Pandemic Statement of the German Respiratory Society with the Support of the German Association of Chest Physicians
Risk Assessment for Patients with Chronic Respiratory Conditions in the Context of the SARS-CoV-2 Pandemic Statement of the German Respiratory Society with the Support of the German Association of Chest Physicians Open
Assessing the risk for specific patient groups to suffer from severe courses of COVID-19 is of major importance in the current SARS-CoV-2 pandemic. This review focusses on the risk for specific patient groups with chronic respiratory condi…
View article: Degrees of Perceived Control Over Personal Information: Effects of Information Relevance and Levels of Processing
Degrees of Perceived Control Over Personal Information: Effects of Information Relevance and Levels of Processing Open
Major legal, philosophical, and scientific discussions regard control over personal information as a cornerstone of users' fundamental right to privacy. Even though user perceptions of control determine whether and how people exercise thei…
View article: Impact of prolonged duration of different types of renal replacement therapies on serum levels of endothelin-1 and pulmonary function tests
Impact of prolonged duration of different types of renal replacement therapies on serum levels of endothelin-1 and pulmonary function tests Open
Introduction: This study was carried out to investigate the impact of duration of different renal replacement therapies such as hemodialysis and continuous ambulatory peritoneal dialysis on potential overproduction of endothelin-1 (ET-1) a…
View article: SnowEx Hackweek 2021 Tutorial Data
SnowEx Hackweek 2021 Tutorial Data Open
Datasets used for tutorials during 2021 SnowEx Hackweek https://snowex-hackweek.github.io/website/tutorials/index.html. Datasets are documented in each tutorial Jupyter Notebook, which have code examples for common analysis tasks.
View article: Maximal benefits and possible detrimental effects of binary decision aids
Maximal benefits and possible detrimental effects of binary decision aids Open
Binary decision aids, such as alerts, are a simple and widely used form of automation. The formal analysis of a user's task performance with an aid sees the process as the combination of information from two detectors who both receive inpu…
View article: Do Users Know When to Buy Decision Support and How to Use it?
Do Users Know When to Buy Decision Support and How to Use it? Open
View article: Theoretical, Measured, and Subjective Responsibility in Aided Decision Making
Theoretical, Measured, and Subjective Responsibility in Aided Decision Making Open
When humans interact with intelligent systems, their causal responsibility for outcomes becomes equivocal. We analyze the descriptive abilities of a newly developed responsibility quantification model (ResQu) to predict actual human respon…
View article: Recommendations for Face Coverings While Exercising During the COVID-19 Pandemic
Recommendations for Face Coverings While Exercising During the COVID-19 Pandemic Open
View article: Operator Responsibility for Outcomes: A Demonstration of the ResQu Model
Operator Responsibility for Outcomes: A Demonstration of the ResQu Model Open
In systems with advanced automation, human responsibility for outcomes becomes equivocal. We developed the Responsibility Quantification (ResQu) model to compute a measure of operator responsibility (Douer & Meyer, 2020) and compared it to…
View article: Maximal benefits and possible detrimental effects of binary decision aids
Maximal benefits and possible detrimental effects of binary decision aids Open
Binary decision aids, such as alerts, are a simple and widely used form of automation. The formal analysis of a user's task performance with an aid sees the process as the combination of information from two detectors who both receive inpu…
View article: Infographic. Clinical recommendations for return to play during the COVID-19 pandemic
Infographic. Clinical recommendations for return to play during the COVID-19 pandemic Open
COVID-19 AND RETURN TO PLAY \nThe world of sport has recently returned to training and competition following suspension due to the COVID-19 pandemic. It is concerning that a number of athletes have tested positive for COVID-19 after return…
View article: Judging One’s Own or Another Person’s Responsibility in Interactions With Automation
Judging One’s Own or Another Person’s Responsibility in Interactions With Automation Open
Objective We explore users’ and observers’ subjective assessments of human and automation capabilities and human causal responsibility for outcomes. Background In intelligent systems and advanced automation, human responsibility for outcom…
View article: NeoGeographyToolkit/StereoPipeline 2.7.0
NeoGeographyToolkit/StereoPipeline 2.7.0 Open
The NASA Ames Stereo Pipeline is a suite of automated geodesy & stereogrammetry tools designed for processing planetary images captured from orbiting and landed robotic explorers on other planets.