[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 …

Coevolve: A joint point process model for information diffusion and network evolution

M Farajtabar, Y Wang, M Gomez-Rodriguez, S Li… - Journal of Machine …, 2017 - jmlr.org
Information diffusion in online social networks is affected by the underlying network
topology, but it also has the power to change it. Online users are constantly creating new …

Automated detection of social roles in online communities using deep learning

P Wijenayake, D Silva, D Alahakoon… - Proceedings of the 3rd …, 2020 - dl.acm.org
Online communities are an increasingly important aspect in the digital age, for business
organizations, diverse industry sectors and overall, in modern society. The social role of …

Opinion convergence versus polarization: examining opinion distributions in online word‐of‐mouth

J Huang, WF Boh, KH Goh - Journal of the Association for …, 2019 - Wiley Online Library
We examine how opinion distributions (ie, opinion polarization and convergence over time)
differ across product salient platforms (product platforms) versus product non‐salient …

[PDF][PDF] Co-evolution in Business Ecosystems-Findings from Literature.

T Riasanow, RJ Flötgen, M Greineder, D Möslein… - 2019 - dl.gi.de
The innovative use of digital technologies has led to a disruption of well-established
business models in many industries. To prevent from being disrupted, organizations must …

[PDF][PDF] Point process modeling and optimization of social networks.

M Farajtabar - 2018 - core.ac.uk
In this chapter, we propose a temporal point process model, COEVOLVE, for such joint
dynamics, allowing the intensity of one process to be modulated by that of the other. This …

Leveraging Social Media and Machine Learning for enhanced Communication and Understanding between Organizations and Stakeholders

P Wijenayake - 2021 - opal.latrobe.edu.au
A thesis submitted in total fulfilment of the requirements for the degree of Doctor of
Philosophy to the Research Centre for Data Analytics and Cognition, La Trobe Business …

A Comprehensive Study of Data Analytics in Social Perspectives

A Sriram, PR Adhiraju, PK Kalangi… - … and Applications of …, 2021 - igi-global.com
Social media websites enable users to create and share content or to participate in social
networking. The main advantage of social media is the ability to communicate with different …