Big data analytics meets social media: A systematic review of techniques, open issues, and future directions

SB Abkenar, MH Kashani, E Mahdipour… - Telematics and …, 2021 - Elsevier
Abstract Social Networking Services (SNSs) connect people worldwide, where they
communicate through sharing contents, photos, videos, posting their first-hand opinions …

A new direction in social network analysis: Online social network analysis problems and applications

U Can, B Alatas - Physica A: Statistical Mechanics and its Applications, 2019 - Elsevier
The use of online social networks has made significant progress in recent years as the use
of the Internet has become widespread worldwide as the technological infrastructure and the …

[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 …

Digital transformation and tourist experience co-design: Big social data for planning cultural tourism

MT Cuomo, D Tortora, P Foroudi, A Giordano… - … Forecasting and Social …, 2021 - Elsevier
Digital transformation has completely changed the demand/offering interaction in the travel
industry, as well as largely affecting the customer journey. In this direction,“big social data” …

A hybrid CNN-LSTM: A deep learning approach for consumer sentiment analysis using qualitative user-generated contents

PK Jain, V Saravanan, R Pamula - Transactions on Asian and Low …, 2021 - dl.acm.org
With the fastest growth of information and communication technology (ICT), the availability of
web content on social media platforms is increasing day by day. Sentiment analysis from …

Using twitter and web news mining to predict COVID-19 outbreak

K Jahanbin, V Rahmanian - Asian Pacific journal of tropical …, 2020 - journals.lww.com
On January 9, 2020, the severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2),
formerly known as 2019-nCoV, was declared the causative agent in 15 of the 59 …

Exploration of social media for sentiment analysis using deep learning

LC Chen, CM Lee, MY Chen - Soft Computing, 2020 - Springer
With the rapid growth of web content from social media, such studies as online opinion
mining or sentiment analysis of text have started receiving attention from government …

Conceptualizing big social data

E Olshannikova, T Olsson, J Huhtamäki… - Journal of Big Data, 2017 - Springer
The popularity of social media and computer-mediated communication has resulted in high-
volume and highly semantic data about digital social interactions. This constantly …

[HTML][HTML] Social media analytics for innovation management research: A systematic literature review and future research agenda

A Geissinger, C Laurell, C Öberg, C Sandström - Technovation, 2023 - Elsevier
New trends in innovation management may require new research methods. Social media
analytics (SMA)—a method for capturing and analyzing data from user-generated content …

Dissecting emotion and user influence in social media communities: An interaction modeling approach

W Chung, D Zeng - Information & Management, 2020 - Elsevier
Human emotion expressed in social media plays an increasingly important role in shaping
policies and decisions. However, the process by which emotion produces influence in online …