Social media analytics: a survey of techniques, tools and platforms

B Batrinca, PC Treleaven - Ai & Society, 2015 - Springer
This paper is written for (social science) researchers seeking to analyze the wealth of social
media now available. It presents a comprehensive review of software tools for social …

[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 …

[图书][B] Post, mine, repeat: Social media data mining becomes ordinary

H Kennedy - 2016 - Springer
This chapter does two things. First, it provides a rationale for the book's focus on social
media data mining. Then it describes in detail what social media data mining is. As the …

Twitter data: what do they represent?

A Bruns, S Stieglitz - It-Information Technology, 2014 - degruyter.com
Scholarly research into the uses of social media has become a major area of growth in
recent years, as the adoption of social media for public communication itself has continued …

Social media and the social sciences: How researchers employ Big Data analytics

M Felt - Big data & society, 2016 - journals.sagepub.com
Social media posts are full of potential for data mining and analysis. Recognizing this
potential, platform providers increasingly restrict free access to such data. This shift provides …

Using APIs for data collection on social media

S Lomborg, A Bechmann - The Information Society, 2014 - Taylor & Francis
This article discusses how social media research may benefit from social media companies
making data available to researchers through their application programming interfaces …

A survey of sentiment analysis from social media data

K Chakraborty, S Bhattacharyya… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
In the current era of automation, machines are constantly being channelized to provide
accurate interpretations of what people express on social media. The human race nowadays …

Data mining in social media

G Barbier, H Liu - Social network data analytics, 2011 - Springer
The rise of online social media is providing a wealth of social network data. Data mining
techniques provide researchers and practitioners the tools needed to analyze large …

[图书][B] Mastering social media mining with Python

M Bonzanini - 2016 - books.google.com
Acquire and analyze data from all corners of the social web with Python About This Book
Make sense of highly unstructured social media data with the help of the insightful use cases …

Reading the riots on Twitter: methodological innovation for the analysis of big data

R Procter, F Vis, A Voss - International journal of social research …, 2013 - Taylor & Francis
For social scientists, the widespread adoption of social media presents both an opportunity
and a challenge. Data that can shed light on people's habits, opinions and behaviour is …