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- research-articleJanuary 2025
AniBalloons: Animated chat balloons as affective augmentation for social messaging and chatbot interaction
International Journal of Human-Computer Studies (IJHC), Volume 194, Issue Chttps://doi.org/10.1016/j.ijhcs.2024.103365AbstractDespite being prominent and ubiquitous, message-based communication is limited in nonverbally conveying emotions. Besides emoticons or stickers, messaging users continue seeking richer options for affective communication. Recent research explored ...
Highlights- 30 chat balloon animations convey basic emotios with nuanced expression.
- Animated balloons enhance affective communication (e.g., closeness) in messaging.
- Animated balloons affect chatbot likability, expressivity, and perceived ...
- research-articleJanuary 2025
User Interaction Patterns and Breakdowns in Conversing with LLM-Powered Voice Assistants
International Journal of Human-Computer Studies (IJHC), Volume 195, Issue Chttps://doi.org/10.1016/j.ijhcs.2024.103406AbstractConventional Voice Assistants (VAs) rely on traditional language models to discern user intent and respond to their queries, leading to interactions that often lack a broader contextual understanding, an area in which Large Language Models (LLMs) ...
Highlights- Studied user interactions with LLM-powered Conversational Voice Assistants (VAs).
- Developed a ChatGPT-powered Alexa skill to study interactions with such VAs.
- Explored varied user interaction patterns and breakdowns across diverse ...
- ArticleDecember 2024
ReqGenie: GPT-Powered Conversational-AI for Requirements Elicitation
Product-Focused Software Process ImprovementPages 352–359https://doi.org/10.1007/978-3-031-78386-9_25AbstractRequirements elicitation is a crucial activity in the software product lifecycle, ensuring a clear understanding of the user needs and project goals. This process guides the design, development, and validation phases, resulting in a successful and ...
- research-articleOctober 2024
Navigating the Diverse Challenges of Speech Emotion Recognition: A Deep Learning Perspective
Mindtrek '24: Proceedings of the 27th International Academic Mindtrek ConferencePages 133–146https://doi.org/10.1145/3681716.3681725Speech Emotion Recognition (SER) aims to identify and interpret emotional states conveyed through speech signals. Originally a branch of Affective Computing research, SER has burgeoned into a commercially viable field, seamlessly integrating into various ...
- research-articleOctober 2024
Evaluating privacy, security, and trust perceptions in conversational AI: A systematic review
AbstractConversational AI (CAI) systems which encompass voice- and text-based assistants are on the rise and have been largely integrated into people’s everyday lives. Despite their widespread adoption, users voice concerns regarding privacy, security ...
Highlights- Review of 158 articles on privacy, security and trust in Conversational AI systems.
- Identified constructs for assessing user perceptions of privacy, security and trust.
- Insights on reliability and validity of privacy, security and ...
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- demonstrationDecember 2024
A Linguistically Motivated Approach to Hybrid Conversational AI with the FANTASIA Plugin
IVA '24: Proceedings of the 24th ACM International Conference on Intelligent Virtual AgentsArticle No.: 46, Pages 1–3https://doi.org/10.1145/3652988.3696195This paper presents an installation showcasing the basic concepts of the FANTASIA tool and the Interaction Model built around it. The tool itself can be used in a variety of ways, through the modular set of components it provides to extend the ...
- ArticleSeptember 2024
Conceptual Design of Multimodal Learning Analytics for Spoken Language Acquisition
Technology Enhanced Learning for Inclusive and Equitable Quality EducationPages 144–149https://doi.org/10.1007/978-3-031-72312-4_19AbstractThis study details the technical design and evaluation of a Multimodal Learning Analytics (MMLA) system designed to enhance spoken language acquisition in language café settings. Utilizing the MMLA Model for Design and Analysis (MAMDA) framework, ...
- research-articleDecember 2024
Research on key technology of business convergence based on conversational AI
IPMLP '24: Proceedings of the International Conference on Image Processing, Machine Learning and Pattern RecognitionPages 621–626https://doi.org/10.1145/3700906.3701006With the improvement of computing power and the accumulation of big data, AI technology has developed rapidly. In particular, the advancement of natural language processing and machine learning technologies has provided powerful technical support for the ...
- ArticleSeptember 2024
Hi Model, generating “nice” instead of “good” is not as bad as generating “rice”! Towards Context and Semantic Infused Dialogue Generation Loss Function
Machine Learning and Knowledge Discovery in Databases. Research Track and Demo TrackPages 342–360https://doi.org/10.1007/978-3-031-70371-3_20AbstractOver the past two decades, dialogue modeling has made significant strides, moving from simple rule-based responses to personalized and persuasive response generation. However, despite these advancements, the objective functions and evaluation ...
- ArticleSeptember 2024
Virtual Reality and Conversational AI for Complementing Patient Education in Chronic Disease Management
AbstractThis paper provides an insight into the work in progress of an applied research project prototyping and evaluating the user acceptance of an innovative form of patient education. The prototype of the VR app combines the capabilities of immerse VR ...
- Work in ProgressSeptember 2024
Conversational Skills of LLM-based Healthcare Chatbot for Personalized Communications
GoodIT '24: Proceedings of the 2024 International Conference on Information Technology for Social GoodPages 429–432https://doi.org/10.1145/3677525.3678693The healthcare sector is increasingly utilizing bots for patient management, chronic disease management, and health advice, providing 24/7 support and immediate medical responses. The language of these bots is crucial, impacting patient comfort, ...
- research-articleJuly 2024
RUBICON: Rubric-Based Evaluation of Domain-Specific Human AI Conversations
AIware 2024: Proceedings of the 1st ACM International Conference on AI-Powered SoftwarePages 161–169https://doi.org/10.1145/3664646.3664778Evaluating conversational assistants, such as GitHub Copilot Chat, poses a significant challenge for tool builders in the domain of Software Engineering. These assistants rely on language models and chat-based user experiences, rendering their evaluation ...
- Work in ProgressJuly 2024
A Pilot Study on Multi-Party Conversation Strategies for Group Recommendations
CUI '24: Proceedings of the 6th ACM Conference on Conversational User InterfacesArticle No.: 31, Pages 1–7https://doi.org/10.1145/3640794.3665569Current research on conversational recommender systems (CRS) focuses mainly on single-user interactions, neglecting situations where multiple users need to receive suggestions on a shared goal. This requires a CRS to conduct a multi-party dialogue and ...
- ArticleDecember 2024
Transforming User Experience Through Extended Reality and Conversational AI: A Systematic Review
HCI International 2024 – Late Breaking PapersPages 183–194https://doi.org/10.1007/978-3-031-76821-7_13AbstractIn this study, we investigate how extended reality (XR) and conversational artificial intelligence (AI) can enhance the user experience, showcasing successful implementations. We gathered data from Scopus, Science Direct, Google Scholar, and Web ...
- ArticleJune 2024
WisCompanion: Integrating the Socratic Method with ChatGPT-Based AI for Enhanced Explainability in Emotional Support for Older Adults
AbstractWisCompanion is a conversational artificial intelligence (AI) platform that merges the Socratic method with ChatGPT’s advanced prompting capabilities to provide tailored emotional support for older adults. This unique combination fosters critical ...
- ArticleJune 2024
Conversing with Our Cars and the Drive for More Aware Experiences, Applying Ambient Theory to Mobile Design
Distributed, Ambient and Pervasive InteractionsPages 298–310https://doi.org/10.1007/978-3-031-59988-0_18AbstractThis paper considers the application of ambient theory for smart cities to vehicles as an approach to contributing greater understanding to increasingly more aware mobile environments. A review of the research and practice literature for people ...
- research-articleJune 2024
A phenomenology and epistemology of large language models: transparency, trust, and trustworthiness
Ethics and Information Technology (KLU-ETIN), Volume 26, Issue 3https://doi.org/10.1007/s10676-024-09777-3AbstractThis paper analyses the phenomenology and epistemology of chatbots such as ChatGPT and Bard. The computational architecture underpinning these chatbots are large language models (LLMs), which are generative artificial intelligence (AI) systems ...
- extended-abstractJune 2024
"I Said Knight, Not Night!": Children's Communication Breakdowns and Repairs with AI Versus Human Partners
IDC '24: Proceedings of the 23rd Annual ACM Interaction Design and Children ConferencePages 781–788https://doi.org/10.1145/3628516.3659394In this study, we explored communication breakdowns and repair strategies among 71 children aged 4-8 years while co-creating stories with a generative AI agent enabled by Large Language Models and a human partner. Analyzing approximately 1420 minutes of ...
- posterJune 2024
From Interactive Idea Development to Solution Planning: An AI-assisted Discussion Facilitation Timeline for Collaborative Planning
dg.o '24: Proceedings of the 25th Annual International Conference on Digital Government ResearchPages 1026–1029https://doi.org/10.1145/3657054.3659120The recent advancements in AI technology have shown the potential for chatbots to facilitate discussions. However, current chatbots mainly focus on discussion development and do not effectively synthesize idea development into solution planning. This is ...
- research-articleJune 2024
Assessing the Impact of AI-mediation on Changing Extreme Perception in Online Discussion: Post-Intervention Responses in Post-2021 Afghanistan
dg.o '24: Proceedings of the 25th Annual International Conference on Digital Government ResearchPages 312–320https://doi.org/10.1145/3657054.3657093Fair and diverse perspectives discussion, aided by reliable AI intervention, can effectively burst filter bubbles and transform undemocratic behaviors into functional democratic processes in online forums. However, the impact of AI intervention on ...