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 …
data (BD) and analytics in hospitality and tourism, by detecting macro topical areas …
Machine learning algorithms for social media analysis: A survey
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 …
Internet increase the study of these data. However, the efficient processing of such massive …
Public perceptions of environmental, social, and governance (ESG) based on social media data: Evidence from China
Environmental and social challenges are intensifying globally. Then along comes more
demands to deliver successful environmental, social, and governance (ESG) outcomes …
demands to deliver successful environmental, social, and governance (ESG) outcomes …
[HTML][HTML] Factors associated with clinical trials that fail and opportunities for improving the likelihood of success: a review
DB Fogel - Contemporary clinical trials communications, 2018 - Elsevier
Clinical trials are time consuming, expensive, and often burdensome on patients. Clinical
trials can fail for many reasons. This survey reviews many of these reasons and offers …
trials can fail for many reasons. This survey reviews many of these reasons and offers …
[HTML][HTML] Analytics of social media data–State of characteristics and application
The spread and use of social networks provide a rich data source that can be used to
answer a wide range of research questions from various disciplines. However, the nature of …
answer a wide range of research questions from various disciplines. However, the nature of …
Impact of social media marketing on consumer's purchase intentions: the mediating role of customer trust
Successful marketing and promotion strategies achieve customer development, profitability,
and long-term company success. Present markets become more competitive through …
and long-term company success. Present markets become more competitive through …
[HTML][HTML] Social media analytics–Challenges in topic discovery, data collection, and data preparation
Since an ever-increasing part of the population makes use of social media in their day-to-
day lives, social media data is being analysed in many different disciplines. The social …
day lives, social media data is being analysed in many different disciplines. The social …
A comparative analysis of major online review platforms: Implications for social media analytics in hospitality and tourism
Online consumer reviews have been studied for various research problems in hospitality
and tourism. However, existing studies using review data tend to rely on a single data …
and tourism. However, existing studies using review data tend to rely on a single data …
Big data: Dimensions, evolution, impacts, and challenges
I Lee - Business horizons, 2017 - Elsevier
Big data represents a new technology paradigm for data that are generated at high velocity
and high volume, and with high variety. Big data is envisioned as a game changer capable …
and high volume, and with high variety. Big data is envisioned as a game changer capable …
Social media, customer engagement, and sales organizations: A research agenda
R Agnihotri - Industrial marketing management, 2020 - Elsevier
Organizations continue to make investments in social media with the hope that it will help
their sales force in improving engagement with customers. The academic literature on social …
their sales force in improving engagement with customers. The academic literature on social …