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07/12/2023
Exploring Millions of User Interactions with ICEBOAT: Big Data Analytics for Automotive User Interfaces
User Experience (UX) professionals need to be able to analyze large amou...
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07/10/2023
Explanation Needs in App Reviews: Taxonomy and Automated Detection
Explainability, i.e. the ability of a system to explain its behavior to ...
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05/25/2023
Multitasking while Driving: How Drivers Self-Regulate their Interaction with In-Vehicle Touchscreens in Automated Driving
Driver assistance systems are designed to increase comfort and safety by...
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03/07/2023
Automatically Classifying Kano Model Factors in App Reviews
[Context and motivation] Requirements assessment by means of the Kano mo...
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01/05/2023
On the Forces of Driver Distraction: Explainable Predictions for the Visual Demand of In-Vehicle Touchscreen Interactions
With modern infotainment systems, drivers are increasingly tempted to en...
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08/26/2022
ICEBOAT: An Interactive User Behavior Analysis Tool for Automotive User Interfaces
In this work, we present ICEBOAT an interactive tool that enables automo...
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07/09/2022
How Do Drivers Self-Regulate their Secondary Task Engagements? The Effect of Driving Automation on Touchscreen Interactions and Glance Behavior
With ever-improving driver assistance systems and large touchscreens bec...
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02/02/2022
Automatic Creation of Acceptance Tests by Extracting Conditionals from Requirements: NLP Approach and Case Study
Acceptance testing is crucial to determine whether a system fulfills end...
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12/15/2021
Causality in Requirements Artifacts: Prevalence, Detection, and Impact
Background: Causal relations in natural language (NL) requirements conve...
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09/05/2021
How Do Practitioners Interpret Conditionals in Requirements?
Context: Conditional statements like "If A and B then C" are core elemen...
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09/05/2021
Semi-Automated Labeling of Requirement Datasets for Relation Extraction
Creating datasets manually by human annotators is a laborious task that ...
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08/30/2021
Measuring Interaction-based Secondary Task Load: A Large-Scale Approach using Real-World Driving Data
Center touchscreens are the main HMI (Human-Machine Interface) between t...
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08/12/2021
Cases for Explainable Software Systems:Characteristics and Examples
The need for systems to explain behavior to users has become more eviden...
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08/03/2021
Visualizing Event Sequence Data for User Behavior Evaluation of In-Vehicle Information Systems
With modern IVIS becoming more capable and complex than ever, their eval...
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08/02/2021
Transfer Learning for Mining Feature Requests and Bug Reports from Tweets and App Store Reviews
Identifying feature requests and bug reports in user comments holds grea...
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07/21/2021
CATE: CAusality Tree Extractor from Natural Language Requirements
Causal relations (If A, then B) are prevalent in requirements artifacts....
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07/21/2021
Fine-Grained Causality Extraction From Natural Language Requirements Using Recursive Neural Tensor Networks
[Context:] Causal relations (e.g., If A, then B) are prevalent in functi...
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07/12/2021
Integrated and Iterative Requirements Analysis and Test Specification: A Case Study at Kostal
Currently, practitioners follow a top-down approach in automotive develo...
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03/11/2021
CiRA: A Tool for the Automatic Detection of Causal Relationships in Requirements Artifacts
Requirements often specify the expected system behavior by using causal ...
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01/26/2021
Automatic Detection of Causality in Requirement Artifacts: the CiRA Approach
System behavior is often expressed by causal relations in requirements (...
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11/10/2020
How do Practitioners Perceive the Relevance of Requirements Engineering Research?
The relevance of Requirements Engineering (RE) research to practitioners...
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09/03/2020
What Makes Agile Test Artifacts Useful? An Activity-Based Quality Model from a Practitioners' Perspective
Background: The artifacts used in Agile software testing and the reasons...
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07/21/2020
The Role and Potentials of Field User Interaction Data in the Automotive UX Development Lifecycle: An Industry Perspective
We are interested in the role of field user interaction data in the deve...
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07/10/2020
Topic Modeling on User Stories using Word Mover's Distance
Requirements elicitation has recently been complemented with crowd-based...
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07/07/2020
Data-driven Risk Management for Requirements Engineering: An Automated Approach based on Bayesian Networks
Requirements Engineering (RE) is a means to reduce the risk of deliverin...
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06/29/2020
Towards Causality Extraction from Requirements
System behavior is often based on causal relations between certain event...
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04/16/2020
Destination Prediction Based on Partial Trajectory Data
Two-thirds of the people who buy a new car prefer to use a substitute in...
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02/07/2020
Views on Quality Requirements in Academia and Practice: Commonalities, Differences, and Context-Dependent Grey Areas
Context: Quality requirements (QRs) are a topic of constant discussions ...
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02/07/2020
How do Quantifiers Affect the Quality of Requirements?
Context: Requirements quality can have a substantial impact on the effec...
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08/22/2019
Automated Generation of Test Models from Semi-Structured Requirements
[Context:] Model-based testing is an instrument for automated generation...
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08/13/2019
Towards Self-Explainable Cyber-Physical Systems
With the increasing complexity of CPSs, their behavior and decisions bec...
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08/13/2019
Requirements Engineering for Machine Learning: Perspectives from Data Scientists
Machine learning (ML) is used increasingly in real-world applications. I...
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02/25/2019
Microservice Architectures for Advanced Driver Assistance Systems: A Case-Study
The technological advancements of recent years have steadily increased t...
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09/01/2017
Should I Stay or Should I Go? On Forces that Drive and Prevent MBSE Adoption in the Embedded Systems Industry
[Context] Model-based Systems Engineering (MBSE) comprises a set of mode...
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08/29/2017