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 …

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 …

Public perceptions of environmental, social, and governance (ESG) based on social media data: Evidence from China

M Liu, X Luo, WZ Lu - Journal of Cleaner Production, 2023 - Elsevier
Environmental and social challenges are intensifying globally. Then along comes more
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 …

[HTML][HTML] Analytics of social media data–State of characteristics and application

C Zachlod, O Samuel, A Ochsner… - Journal of Business …, 2022 - Elsevier
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 …

Impact of social media marketing on consumer's purchase intentions: the mediating role of customer trust

U Manzoor, SA Baig, M Hashim… - International Journal of …, 2020 - readersinsight.net
Successful marketing and promotion strategies achieve customer development, profitability,
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

S Stieglitz, M Mirbabaie, B Ross… - International journal of …, 2018 - Elsevier
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 …

A comparative analysis of major online review platforms: Implications for social media analytics in hospitality and tourism

Z **ang, Q Du, Y Ma, W Fan - Tourism Management, 2017 - Elsevier
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 …

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 …

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 …