The five pitfalls of coding and labeling - and how to avoid them
Whether you call it ‘content analysis’, ‘textual data labeling’, ‘hand-coding’, or ‘tagging’, a lot more researchers and data science teams are starting up annotation projects these days. Learn how to avoid potential pitfalls.
SAGE Concept Grants: Advice for applicants
Interested in applying for a SAGE Concept Grant? We’ve put together the following advice for applicants based on our feedback for previous years’ applicants, and the criteria we’ll be using to judge this year’s applications.
Emotion and reason in political language
In the day-to-day of political communication, politicians constantly decide how to amplify or constrain emotional expression, in service of signalling policy priorities or persuading colleagues and voters. We propose a new method for quantifying emotionality in politics using the transcribed text of politicians’ speeches. This new approach, described in more detail below, uses computational linguistics tools and can be validated against human judgments of emotionality.
The challenges of running social science experiments from home - and 14 tools that can help
A growing number of social science researchers are shifting to digital methods, but it’s not an easy task, and this has been even more evident in lockdown. We’ve selected 14 software tools that you can start using immediately to run your social or behavioral experiments online.
A new tool for collecting and analyzing homicide data: Homicide Media Tracker Part 2
SAGE Concept Grant winner Dr Nechama Brodie introduces the Homicide Media Tracker, a tool currently under development that will enable the collection, curation and analysis of crime data in media. Why is it needed? What kind of data will the tool be able to collect? And what insights can this data afford researchers?
Leveraging the potential of media data for the study of violent crime: Homicide Media Tracker Part 1
Media reports are a valuable source of crime data that can be used to supplement police and judicial records. Nechama Brodie explains the challenges and opportunities of working with this type of data, and introduces a new tool concept for the collection and analysis of homicide data.
Virtual reality: The future of experimental research?
Virtual reality offers a realistic and controlled research environment, presenting an opportunity for the future of valid and reliable research in the social sciences. This blog introduces a new tool that enables real-time experience measurement in VR, under development with support from the SAGE Concept Grant.
New tools for social research: SAGE Ocean Newsletter
Last month we announced the winners of the 2020 SAGE Concept Grant, which supports the development of new software tools for social science research. In the latest edition of our newsletter we introduce our six winners: Read it here and sign up for future updates.
SAGE Concept Grants: Interviews with our £2,000 winners
The SAGE Concept Grants form an integral part of our mission at SAGE Ocean to support the use of computational methods and big data in social science research. Read interviews with the winners to find out how their tools will benefit social research, and how the funding from SAGE will help them.
SAGE Concept Grants: Feedback for applicants
The 2020 SAGE Ocean Concept Grant program drew over 140 applications from all over the world. In this blog post, we’re giving you an insight into our judging criteria and sharing the most common reasons why applications did not progress further, to serve as feedback for this year’s applicants and guidance for future applicants.
April 2020 big data & social research roundup
With a third of the world’s population currently in some form of lockdown to control the spread of the coronavirus, the imperative to better understand the nature of the outbreak could not be greater. In the latest edition of our monthly newsletter, we are giving a shout-out to the response of the computational social science community.
Unlocking crime data for research: An update from 2019's SAGE Concept Grant winners
Text Wash uses machine learning and natural language processing to unlock previously untapped crime data, that so far has been inaccessible to research due to the need to anonymize the personally identifiable information it contains.
Resources for visualizing and mapping COVID-19 data
Research communities across the globe are tirelessly collecting, analyzing and sharing data to help us understand and tackle the coronavirus pandemic. Here’s a collection of resources that visualize, map and demystify COVID-19 data.
It's time we involve citizens in the AI revolution
With intelligent machines increasingly playing a role in our daily lives, there is a need to involve the public in conversations around the social implications of new technologies. A new public-private initiative to involve citizens in understanding the social implications of AI could unite society under the banner of safeguarding core human values whilst improving AI literacy.
What can social science tell us about the future of work?
The rise in automation and our digital economy are changing the way we work. In recent years, there’s been a rising sense of anxiety around how new technologies will impact our working lives: Will robots steal our jobs? Will we need to learn new skills to be employable? In this changing landscape, social science has a critical role to play in understanding the impact of this digital takeover and examine where we go next.
Euro CSS 2019: European Symposium Series on Societal Challenges in Computational Social Science
The 2nd-4th September 2019 marked the third in a series of symposia on Societal Challenges in Computational Social Science (Euro CSS). Computer scientists, political scientists, sociologists, physicists, mathematicians and psychologists from 24 countries gathered in Zurich for a day of workshops and tutorials followed by a two-day one track conference.
10 organizations leading the way in ethical AI
AI is susceptible to misuse and has been found to reflect biases that exist in society. Fortunately, there are a number of organizations committed to addressing ethical questions in AI. We list our top 10.
Interning at SAGE Ocean: My experience
This summer we've had the pleasure of welcoming four Masters students from UK universities to work with the SAGE Ocean team. All four students have been quite incredible, and have managed to produce a variety of outputs and substantially contribute to our work. In this blog post, they share testimonials of their time in the team.
Tapping into the hidden power of big search data
Sam Gilbert demonstrates the value of big search data for social scientists, and suggests some practical steps to using internet search data in your own research.
Data Summit at #DataFest19: Conference roundup
As part of Scotland’s annual DataFest, the 2019 Data Summit conference took place in Edinburgh on 21-22nd March and was packed full of eye-opening sessions from speakers at the cutting edge of data driven innovation.