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- tutorialApril 2021
Tutorial: Human-Centered AI: Reliable, Safe and Trustworthy
IUI '21 Companion: Companion Proceedings of the 26th International Conference on Intelligent User InterfacesPages 7–8https://doi.org/10.1145/3397482.3453994This 3-hour tutorial proposes a new synthesis, in which Artificial Intelligence (AI) algorithms are combined with human-centered thinking to make Human-Centered AI (HCAI). This approach combines research on AI algorithms with user experience design ...
- Work in ProgressApril 2021
Over-sketching Operation to Realize Geometrical and Topological Editing across Multiple Objects in Sketch-based CAD Interface
IUI '21 Companion: Companion Proceedings of the 26th International Conference on Intelligent User InterfacesPages 49–51https://doi.org/10.1145/3397482.3450735We developed a new general-purpose sketch-based interface for use in two-dimensional computer-aided design (CAD) systems. In this interface, a sketch-based editing operation is used to modify the geometry and topology of multiple geometric objects via ...
- Work in ProgressApril 2021
The Personalization Paradox: the Conflict between Accurate User Models and Personalized Adaptive Systems
IUI '21 Companion: Companion Proceedings of the 26th International Conference on Intelligent User InterfacesPages 64–66https://doi.org/10.1145/3397482.3450734Personalized adaptation technology has been adopted in a wide range of digital applications such as health, training and education, e-commerce and entertainment. Personalization systems typically build a user model, aiming to characterize the user at ...
- Work in ProgressApril 2021
TweetCOVID: A System for Analyzing Public Sentiments and Discussions about COVID-19 via Twitter Activities
IUI '21 Companion: Companion Proceedings of the 26th International Conference on Intelligent User InterfacesPages 58–60https://doi.org/10.1145/3397482.3450733The COVID-19 pandemic has created widespread health and economical impacts, affecting millions around the world. To better understand these impacts, we present the TweetCOVID system that offers the capability to understand the public reactions to the ...
- Work in ProgressApril 2021
TIEVis: a Visual Analytics Dashboard for Temporal Information Extracted from Clinical Reports
- Robin De De Croon,
- Artuur Leeuwenberg,
- Jan Aerts,
- Marie-Francine Moens,
- Vero Vanden Vanden Abeele,
- Katrien Verbert
IUI '21 Companion: Companion Proceedings of the 26th International Conference on Intelligent User InterfacesPages 34–36https://doi.org/10.1145/3397482.3450731Clinical reports, as unstructured texts, contain important temporal information. However, it remains a challenge for natural language processing (NLP) models to accurately combine temporal cues into a single coherent temporal ordering of described ...
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- Work in ProgressApril 2021
KUMITRON: Artificial Intelligence System to Monitor Karate Fights that Synchronize Aerial Images with Physiological and Inertial Signals
IUI '21 Companion: Companion Proceedings of the 26th International Conference on Intelligent User InterfacesPages 37–39https://doi.org/10.1145/3397482.3450730New technologies make it possible to develop tools that allow more efficient and personalized interaction in unsuspected areas such as martial arts. From the point of view of the modelling of human movement in relation to the learning of complex motor ...
- Work in ProgressApril 2021
OYaYa: A Desktop Robot Enabling Multimodal Interaction with Emotions
IUI '21 Companion: Companion Proceedings of the 26th International Conference on Intelligent User InterfacesPages 55–57https://doi.org/10.1145/3397482.3450729We demonstrate a desktop robot OYaYa that imitates users’ emotional facial expressions and helps users manage emotions. Multiple equipped sensors in OYaYa enable multimodal interaction; for example, it recognizes users’ emotions from facial expressions ...
- Work in ProgressApril 2021
XNLP: A Living Survey for XAI Research in Natural Language Processing
IUI '21 Companion: Companion Proceedings of the 26th International Conference on Intelligent User InterfacesPages 78–80https://doi.org/10.1145/3397482.3450728We present XNLP: an interactive browser-based system embodying a living survey of recent state-of-the-art research in the field of Explainable AI (XAI) within the domain of Natural Language Processing (NLP). The system visually organizes and illustrates ...
- Work in ProgressApril 2021
Akin: Generating UI Wireframes From UI Design Patterns Using Deep Learning
IUI '21 Companion: Companion Proceedings of the 26th International Conference on Intelligent User InterfacesPages 40–42https://doi.org/10.1145/3397482.3450727During the User interface (UI) design process, designers use UI design patterns for conceptualizing different UI wireframes for an application. This paper introduces Akin, a UI wireframe generator that allows designers to chose a UI design pattern and ...
- Work in ProgressApril 2021
FakeBuster: A DeepFakes Detection Tool for Video Conferencing Scenarios
IUI '21 Companion: Companion Proceedings of the 26th International Conference on Intelligent User InterfacesPages 61–63https://doi.org/10.1145/3397482.3450726This paper proposes FakeBuster, a novel DeepFake detector for (a) detecting impostors during video conferencing, and (b) manipulated faces on social media. FakeBuster is a standalone deep learning- based solution, which enables a user to detect if ...
- Work in ProgressApril 2021
SynZ: Enhanced Synthetic Dataset for Training UI Element Detectors
IUI '21 Companion: Companion Proceedings of the 26th International Conference on Intelligent User InterfacesPages 67–69https://doi.org/10.1145/3397482.3450725User Interface (UI) prototyping is an iterative process where designers initially sketch UIs before transforming them into interactive digital designs. Recent research applies Deep Neural Networks (DNNs) to identify the constituent UI elements of these ...
- Work in ProgressApril 2021
Evaluating Automated System Interventions Against Email Harassment
IUI '21 Companion: Companion Proceedings of the 26th International Conference on Intelligent User InterfacesPages 31–33https://doi.org/10.1145/3397482.3450724Email and other forms of electronic communication are becoming increasingly more essential to our everyday lives. However, with this growth comes the paralleled increased risk of email harassment, exacerbated by the current lack of platform support for ...
- Work in ProgressApril 2021
ARCoD: An Augmented Reality Serious Game to Identify Cognitive Distortion
IUI '21 Companion: Companion Proceedings of the 26th International Conference on Intelligent User InterfacesPages 84–86https://doi.org/10.1145/3397482.3450723The widespread presence of mental disorders is increasing at an alarming rate around the globe. According to World Health Organization (WHO), mental health circumstances have worsened all over the world due to the COVID-19 pandemic. In spite of the ...
- Work in ProgressApril 2021
X5Learn: A Personalised Learning Companion at the Intersection of AI and HCI
- Maria Perez-Ortiz,
- Claire Dormann,
- Yvonne Rogers,
- Sahan Bulathwela,
- Stefan Kreitmayer,
- Emine Yilmaz,
- Richard Noss,
- John Shawe-Taylor
IUI '21 Companion: Companion Proceedings of the 26th International Conference on Intelligent User InterfacesPages 70–74https://doi.org/10.1145/3397482.3450721X5Learn (available at https://x5learn.org ) is a human-centered AI-powered platform for supporting access to free online educational resources. X5Learn provides users with a number of educational tools for interacting with open educational videos, and a ...
- Work in ProgressApril 2021
Back-end semantics for multimodal dialog on XR devices
IUI '21 Companion: Companion Proceedings of the 26th International Conference on Intelligent User InterfacesPages 75–77https://doi.org/10.1145/3397482.3450719Extended Reality (XR) devices have great potential to become the next wave in mobile interaction. They provide powerful, easy-to-use Augmented Reality (AR) and/or Mixed Reality (MR) in conjunction with multimodal interaction facilities using gaze, ...
- Work in ProgressApril 2021
User Preferential Tour Recommendation Based on POI-Embedding Methods
IUI '21 Companion: Companion Proceedings of the 26th International Conference on Intelligent User InterfacesPages 46–48https://doi.org/10.1145/3397482.3450717Tour itinerary planning and recommendation are challenging tasks for tourists in unfamiliar countries. Many tour recommenders only consider broad POI categories and do not align well with users’ preferences and other locational constraints. We propose ...
- Work in ProgressApril 2021
RUITE: Refining UI Layout Aesthetics Using Transformer Encoder
IUI '21 Companion: Companion Proceedings of the 26th International Conference on Intelligent User InterfacesPages 81–83https://doi.org/10.1145/3397482.3450716In the User Interface (UI) design process, designers sketch the UI design (low fidelity prototype) with minimal focus on visual appearances before converting them to higher fidelities. Contrary to low-fidelity, higher fidelity prototypes require better ...
- Work in ProgressApril 2021
COVID19α: Interactive Spatio-Temporal Visualization of COVID-19 Symptoms through Tweet Analysis
- Biddut Sarker Bijoy,
- Syeda Jannatus Saba,
- Souvika Sarkar,
- Md Saiful Islam,
- Sheikh Rabiul Islam,
- Mohammad Ruhul Amin,
- Shubhra Kanti Karmaker Santu
IUI '21 Companion: Companion Proceedings of the 26th International Conference on Intelligent User InterfacesPages 28–30https://doi.org/10.1145/3397482.3450715In this demo, we focus on analyzing COVID-19 related symptoms across the globe reported through tweets by building an interactive spatio-temporal visualization tool, i.e., COVID19α. Using around 462 million tweets collected over a span of six months, ...
- extended-abstractApril 2021
User-Controlled Content Translation in Social Media
IUI '21 Companion: Companion Proceedings of the 26th International Conference on Intelligent User InterfacesPages 96–98https://doi.org/10.1145/3397482.3450714As it has become increasingly common for social network users to write and view post in languages other than English, most social networks now provide machine translations to allow posts to be read by an audience beyond native speakers. However, authors ...
- extended-abstractApril 2021
Investigating Challenges and Opportunities of the Touchless Hand Interaction and Machine Learning Agents to Support Kinesthetic Learning in Augmented Reality
IUI '21 Companion: Companion Proceedings of the 26th International Conference on Intelligent User InterfacesPages 99–101https://doi.org/10.1145/3397482.3450713Augmented Reality (AR), with its potential to bridge the virtual and real environments, creates new possibilities to develop more engaging and productive learning experiences. Evidence is beginning to emerge that this sophisticated technology offers new ...