Big data and analytics in hospitality and tourism: a systematic literature review

M Mariani, R Baggio - International Journal of Contemporary …, 2022 - emerald.com
Purpose The purpose of this work is to survey the body of research revolving around big
data (BD) and analytics in hospitality and tourism, by detecting macro topical areas …

A review of content-based and context-based recommendation systems

U Javed, K Shaukat, IA Hameed, F Iqbal… - … Journal of Emerging …, 2021 - learntechlib.org
In our work, we have presented two widely used recommendation systems. We have
presented a context-aware recommender system to filter the items associated with user's …

The effects of explainability and causability on perception, trust, and acceptance: Implications for explainable AI

D Shin - International Journal of Human-Computer Studies, 2021 - Elsevier
Artificial intelligence and algorithmic decision-making processes are increasingly criticized
for their black-box nature. Explainable AI approaches to trace human-interpretable decision …

User perceptions of algorithmic decisions in the personalized AI system: Perceptual evaluation of fairness, accountability, transparency, and explainability

D Shin - Journal of Broadcasting & Electronic Media, 2020 - Taylor & Francis
With the growing presence of algorithms and their far-reaching effects, artificial intelligence
(AI) will be mainstream trends any time soon. Despite this surging popularity, little is known …

Algorithm awareness: Why user awareness is critical for personal privacy in the adoption of algorithmic platforms?

D Shin, KF Kee, EY Shin - International Journal of Information Management, 2022 - Elsevier
Understanding how algorithms shape users' online experiences is a prerequisite to
developing an effective algorithm design. Due to the rapid algorithmification of platforms, it is …

Tourism recommendation system based on semantic clustering and sentiment analysis

Z Abbasi-Moud, H Vahdat-Nejad, J Sadri - Expert Systems with Applications, 2021 - Elsevier
Numerous number of tourism attractions along with a huge amount of information about
them on web and social platforms have made the decision-making process for selecting and …

The perception of humanness in conversational journalism: An algorithmic information-processing perspective

D Shin - New Media & Society, 2022 - journals.sagepub.com
How much do anthropomorphisms influence the perception of users about whether they are
conversing with a human or an algorithm in a chatbot environment? We develop a cognitive …

How do people judge the credibility of algorithmic sources?

D Shin - Ai & Society, 2022 - Springer
The exponential growth of algorithms has made establishing a trusted relationship between
human and artificial intelligence increasingly important. Algorithm systems such as chatbots …

Why am I seeing this? Deconstructing algorithm literacy through the lens of users

D Shin, A Rasul, A Fotiadis - Internet Research, 2022 - emerald.com
Purpose As algorithms permeate nearly every aspect of digital life, artificial intelligence (AI)
systems exert a growing influence on human behavior in the digital milieu. Despite its …

Embodying algorithms, enactive artificial intelligence and the extended cognition: You can see as much as you know about algorithm

D Shin - Journal of Information Science, 2023 - journals.sagepub.com
The recent proliferation of artificial intelligence (AI) gives rise to questions on how users
interact with AI services and how algorithms embody the values of users. Despite the …