Corpus ID: 235422419

A Recipe for Social Media Analysis

  title={A Recipe for Social Media Analysis},
  author={Shahid Alam and Juvariya Khan},
The Ubiquitous nature of smartphones has significantly increased the use of social media platforms, such as Facebook, Twitter, TikTok, and LinkedIn, etc., among the public, government, and businesses. Facebook generated ~70 billion USD in 2019 in advertisement revenues alone, a ~27% increase from the previous year. Social media has also played a strong role in outbreaks of social protests responsible for political changes in different countries. As we can see from the above examples, social… Expand

Figures from this paper


Social media analytics - Challenges in topic discovery, data collection, and data preparation
An extended and structured literature analysis is conducted through which the most important challenges for researchers are discussed and potential solutions proposed and used to extend an existing framework on social media analytics. Expand
Evaluating the Quality of Social Media Data in Big Data Architecture
The proposed solution improves business decision making by providing real-time, validated data for the user and is validated with an industrial case example, in which the customer insight is extracted from social media data in order to determine the customer satisfaction regarding the quality of a product. Expand
Social Media for Government: A Practical Guide to Understanding, Implementing, and Managing Social Media Tools in the Public Sphere
This book provides practical know-how on understanding, implementing, and managing main stream social media tools (e.g., blogs and micro-blogs, social network sites, and content communities) from aExpand
A Survey on Visual Analytics of Social Media Data
A comprehensive survey to characterize this fast-growing area and summarize the state-of-the-art techniques for analyzing social media data is presented and existing techniques are classified into two categories: gathering information and understanding user behaviors. Expand
Social media analytics for enterprises: Typology, methods, and processes
This article provides an overview of social media analytics for managers that seek to utilize the practice for social media intelligence. Currently, managers are challenged to analyze an abundance ofExpand
Interactive Visual Discovering of Movement Patterns from Sparsely Sampled Geo-tagged Social Media Data
This work proposes a heuristic model to reduce the uncertainty caused by the nature of social media data, and presents an interactive visual analytics system to support the exploration of sparsely sampled trajectory data from social media. Expand
Opening Closed Regimes: What Was the Role of Social Media During the Arab Spring?
Social media played a central role in shaping political debates in the Arab Spring. A spike in online revolutionary conversations often preceded major events on the ground. Social media helped spreadExpand
Data-intensive applications, challenges, techniques and technologies: A survey on Big Data
This paper is aimed to demonstrate a close-up view about Big Data, including Big Data applications, Big Data opportunities and challenges, as well as the state-of-the-art techniques and technologies currently adopt to deal with the Big Data problems. Expand
Public behavior response analysis in disaster events utilizing visual analytics of microblog data
This work demonstrates how to improve investigation by analyzing the extracted public behavior responses from social media before, during and after natural disasters, such as hurricanes and tornadoes. Expand
A Survey on Real-Time Big Data Analytics: Applications and Tools
This paper surveys different approaches in real- time analytics of Big Data or near real-time in the specific fields of application, as well as tools and techniques being used. Expand