Usage and impact of the internet-of-things-based smart home technology: a quality-of-life perspective

LY Rock, FP Tajudeen, YW Chung - Universal access in the information …, 2024 - Springer
The aim of this paper is to explore the usage and impact of the Internet-of-Things-based
Smart Home Technology (IoT-SHT) in Malaysia. Face-to-face interviews were conducted …

Social media intention mining for sustainable information systems: categories, taxonomy, datasets and challenges

A Rashid, MS Farooq, A Abid, T Umer… - Complex & Intelligent …, 2021 - Springer
Intention mining is a promising research area of data mining that aims to determine end-
users' intentions from their past activities stored in the logs, which note users' interaction with …

Understanding and predicting user satisfaction with conversational recommender systems

C Siro, M Aliannejadi, M De Rijke - ACM Transactions on Information …, 2023 - dl.acm.org
User satisfaction depicts the effectiveness of a system from the user's perspective.
Understanding and predicting user satisfaction is vital for the design of user-oriented …

Understanding user intent modeling for conversational recommender systems: a systematic literature review

S Farshidi, K Rezaee, S Mazaheri, AH Rahimi… - User Modeling and User …, 2024 - Springer
User intent modeling in natural language processing deciphers user requests to allow for
personalized responses. The substantial volume of research (exceeding 13,000 …

Predicting user intents and satisfaction with dialogue-based conversational recommendations

W Cai, L Chen - Proceedings of the 28th ACM Conference on User …, 2020 - dl.acm.org
To develop a multi-turn dialogue-based conversational recommender system (DCRS), it is
important to predict users' intents behind their utterances and their satisfaction with the …

Unraveling the relationship between the dimensions of user experience and user satisfaction: A smart speaker case

SH Yoon, GY Park, HW Kim - Technology in Society, 2022 - Elsevier
A smart speaker is a voice command device with a built-in virtual assistant. The virtual
assistant provides interactivity and hands-free activation. According to a recent survey …

Understanding user satisfaction with task-oriented dialogue systems

C Siro, M Aliannejadi, M de Rijke - … of the 45th International ACM SIGIR …, 2022 - dl.acm.org
\beginabstract\AcpDS are evaluated depending on their type and purpose. Two categories
are often distinguished:\beginenumerate*\item\acpTDS, which are typically evaluated on …

User satisfaction estimation with sequential dialogue act modeling in goal-oriented conversational systems

Y Deng, W Zhang, W Lam, H Cheng… - Proceedings of the ACM …, 2022 - dl.acm.org
User Satisfaction Estimation (USE) is an important yet challenging task in goal-oriented
conversational systems. Whether the user is satisfied with the system largely depends on the …

Users meet clarifying questions: Toward a better understanding of user interactions for search clarification

J Zou, M Aliannejadi, E Kanoulas, MS Pera… - ACM Transactions on …, 2023 - dl.acm.org
The use of clarifying questions (CQs) is a fairly new and useful technique to aid systems in
recognizing the intent, context, and preferences behind user queries. Yet, understanding the …

Harnessing evolution of multi-turn conversations for effective answer retrieval

M Aliannejadi, M Chakraborty, EA Ríssola… - Proceedings of the 2020 …, 2020 - dl.acm.org
With the improvements in speech recognition and voice generation technologies over the
last years, a lot of companies have sought to develop conversation understanding systems …