Machine learning algorithms for social media analysis: A survey

TK Balaji, CSR Annavarapu, A Bablani - Computer Science Review, 2021 - Elsevier
Social Media (SM) are the most widespread and rapid data generation applications on the
Internet increase the study of these data. However, the efficient processing of such massive …

Effective influencer marketing: A social identity perspective

S Farivar, F Wang - Journal of Retailing and Consumer Services, 2022 - Elsevier
Social networking in the form of online communities and social groups is a characteristic of
social media communication that has profound implications on the identity dynamics and …

Social media interactions, purchase intention, and behavioural engagement: The mediating role of source and content factors

G Onofrei, R Filieri, L Kennedy - Journal of Business Research, 2022 - Elsevier
Consumers increasingly interact with multimedia posts shared by peers on social media
(SM) platforms. Drawing upon service-dominant logic (SDL) and the information adoption …

Electronic word-of-mouth from video bloggers: The role of content quality and source homophily across hedonic and utilitarian products

R Filieri, F Acikgoz, H Du - Journal of Business Research, 2023 - Elsevier
Consumers increasingly post videos in which they review products and experiences,
spreading electronic word-of-mouth (eWOM). Despite the relevance of consumer-generated …

Pre‐and post‐trip antecedents of destination image for non‐visitors and visitors: A literature review

Y Yilmaz, Y Yilmaz - International Journal of Tourism Research, 2020 - Wiley Online Library
In this review study, it is aimed to reveal the antecedents of destination image (DI) through
analyzing the findings of quantitative studies published between 1999 and 2019. Findings …

The influence of smart tourism applications on perceived destination image and behavioral intention: The moderating role of information search behavior

P Tavitiyaman, H Qu, WL Tsang, CR Lam - Journal of Hospitality and …, 2021 - Elsevier
This study aims to investigate tourist perceptions on the smart tourism application attributes,
which can later influence their perceived images of a destination and enhance their future …

Market segmentation and travel choice prediction in Spa hotels through TripAdvisor's online reviews

A Ahani, M Nilashi, O Ibrahim, L Sanzogni… - International Journal of …, 2019 - Elsevier
Customer segmentation via online reviews and ratings can assist different hotels, including
spa hotels, to better inform marketing strategy development and ensure optimal marketing …

Medical tourism destination image and its relationship with the intention to revisit: A study of Chinese medical tourists in Malaysia

TH Cham, YM Lim, BC Sia, JH Cheah… - Journal of China tourism …, 2021 - Taylor & Francis
Medical tourism in Malaysia has grown over the years and has become a promising
industry. However, due to the establishment of China's Belt and Road Initiative (BRI), we see …

# ILoveLondon: An exploration of the declaration of love towards a destination on Instagram

R Filieri, DA Yen, Q Yu - Tourism Management, 2021 - Elsevier
Travellers increasingly use a combination of photographs, texts and hashtags to expressing
their attitude towards tourism destinations (TDs). Existing destination branding literature has …

Investigating consumers' online social shopping intention: An information processing perspective

JR Fu, IW Lu, JHF Chen, CK Farn - International Journal of Information …, 2020 - Elsevier
Online social media is transforming the way customers communicate and exchange product
information with others. Consumers increasingly rely on the opinions and recommendations …