ESRC Capital Funding: Social Data Science Lab - Continuation of Methods and Infrastructure Development for Open Data Analytics in Social Research
Lead Research Organisation:
Cardiff University
Department Name: Computer Science
Abstract
The Social Data Science Lab has been established with the mission of democratising access to big social data among the academic, public and third sectors, and to support real-time social data analytics for research, policy & practice. The proposed capability project is designed to address existing technical and methodological shortcomings in our ability to marshal big social data for social research purposes. In particular, the project will provide enhanced and sustainable social media data collection and analysis technologies to academic, public and third sector researchers. This capability project will achieve this by:
1. Providing the required technical resource and expertise to: i) optimise existing Lab social media analytics technologies for more efficient social media data collection, transformation and analysis across operating platforms (Windows, Linux, Mac OS); ii) integrate existing social media analytics tools (such as demographic and text classification tools); iii) make existing Lab tools extendable by the researcher community; iv) adapt Lab tools to user requirements and changes in social media provider technologies (i.e API changes); and v) support researchers in their social media data and analysis needs via dedicated Lab training and working-papers;
2. Providing the required social science resource and expertise to: i) liaise with the researcher community to gather social media tool requirements; ii) liaise with ESRC administrative, local government and consumer big data centres; iii) write training materials and coordinate capability building activities; and iv) support researchers in their data and analysis queries;
3. Ensuring the required investigator time to: i) manage the optimisation and enhancement of Lab tools and to implement a 'sustainability' business model; ii) manage existing partnerships with public, private and third sector users and the various ESRC big data network centres in the UK and elsewhere; iii) develop new partnerships with data providers; and iv) inform and oversee the development of world-leading training and capability building in Big Social Data Analytics;
4. Exploring options for the sustainable processing of social media analytics within UK HE research infrastructure and providing an options paper for use by existing ESRC big data investments, and ultimately Phase 3 of the network.
1. Providing the required technical resource and expertise to: i) optimise existing Lab social media analytics technologies for more efficient social media data collection, transformation and analysis across operating platforms (Windows, Linux, Mac OS); ii) integrate existing social media analytics tools (such as demographic and text classification tools); iii) make existing Lab tools extendable by the researcher community; iv) adapt Lab tools to user requirements and changes in social media provider technologies (i.e API changes); and v) support researchers in their social media data and analysis needs via dedicated Lab training and working-papers;
2. Providing the required social science resource and expertise to: i) liaise with the researcher community to gather social media tool requirements; ii) liaise with ESRC administrative, local government and consumer big data centres; iii) write training materials and coordinate capability building activities; and iv) support researchers in their data and analysis queries;
3. Ensuring the required investigator time to: i) manage the optimisation and enhancement of Lab tools and to implement a 'sustainability' business model; ii) manage existing partnerships with public, private and third sector users and the various ESRC big data network centres in the UK and elsewhere; iii) develop new partnerships with data providers; and iv) inform and oversee the development of world-leading training and capability building in Big Social Data Analytics;
4. Exploring options for the sustainable processing of social media analytics within UK HE research infrastructure and providing an options paper for use by existing ESRC big data investments, and ultimately Phase 3 of the network.
Planned Impact
The project will have five main categories of beneficiary: (1) Academic communities in the fields of social science, computer science, health studies and medicine, and arts and humanities, (2) government agencies that have a remit to engage with big social data; (3) law enforcement agencies, (4) voluntary sector organisations, and (5) private corporations with an interest in big social data. The main activities to realising potential benefits to these groups are:
1. The provision of free access to Lab social media analytics technologies for not-for-profit use;
2. The provision of free access to Lab social media analytics capability building and training materials, including webinars and online support community;
3. The invitation to an International Conference on Computational Social Science;
4. The recruitment onto the MSc in Social Data Science Part-Time route;
5. The continued support of industry-Lab partnerships (with the likes of Admiral Insurance and Airbus);
6. The continued support of government-Lab partnerships (with the likes of the ONS Data Science Campus, Home Office, Ministry of Justice and the Department for International Development)
7. The recruitment of non-academic government, voluntary and industry members onto the Steering Committee for the Lab social media analytics capability programme.
The Social Data Science Lab will leverage its existing relationships to achieve these activities. Existing links include 1) Private sector: Twitter US & UK; Google UK; Airbus Group; Admiral Insurance; RAND Corporation; RAND Europe; Fujitsu and High Performance Computing Wales; Sage Publications; and NatCen Social Research, 2) Public sector: Ministry of Justice; Home Office; Food Standards Agency; Department of Health; Department for International Development; Office for National Statistics Data Science Campus; Welsh Government; College of Policing; Metropolitan Police Service; City of London Police; UK Data Archive, and 3) Third sector: Tell Mama; Community Security Trust; Race Equality First; Stonewall.
Lab social media analytics technologies have been used by over 1000 organisations in over 30 countries, including all UK Russell Group universities, several top US universities (including Stanford, Cornell and MIT) and many non-academic institutions (including BBC; Foreign and Commonwealth Office; Citizens Foundation Iceland; Girl Guides; Dept. Work and Pensions; Bolton Council; MySociety; Police Foundation; West Midlans Police; CPS; Shelter; Scottish Government; Dept of Health; ONS; South Lanarkshire Council; Community Security Trust; Cabinet Office; College of Policing; Public Health Canada; Salvation Army; Institute for Sustainable Communication; Detroit Crime Commissions; Understanding Animal Research; British Geological Survey; Medway Council; European Space Agency; UK MOD Army; National Response Center for Cyber Crimes (Pakistan); National Library of Scotland; Dept. for Culture Media and Sport; HEFCW; Carmarthen County Council; Ceredigion Council; Airbus Group; British Institute of Human Rights; McKinsey; US Army; Fair Trials Intl.; Turkish National Police; Intl. Civil Society Centre; and Public Health England). We will provide all enhanced social media analytics technologies to these organisations and continue to support data and analysis needs where required and possible.
Cardiff University recognises the Social Data Science Lab's impact to date, and is supporting its impact plan going forward by locating it within the Nesta sponsored Social Science Research Park (SPARK). See Pathways to Impact for further details.
1. The provision of free access to Lab social media analytics technologies for not-for-profit use;
2. The provision of free access to Lab social media analytics capability building and training materials, including webinars and online support community;
3. The invitation to an International Conference on Computational Social Science;
4. The recruitment onto the MSc in Social Data Science Part-Time route;
5. The continued support of industry-Lab partnerships (with the likes of Admiral Insurance and Airbus);
6. The continued support of government-Lab partnerships (with the likes of the ONS Data Science Campus, Home Office, Ministry of Justice and the Department for International Development)
7. The recruitment of non-academic government, voluntary and industry members onto the Steering Committee for the Lab social media analytics capability programme.
The Social Data Science Lab will leverage its existing relationships to achieve these activities. Existing links include 1) Private sector: Twitter US & UK; Google UK; Airbus Group; Admiral Insurance; RAND Corporation; RAND Europe; Fujitsu and High Performance Computing Wales; Sage Publications; and NatCen Social Research, 2) Public sector: Ministry of Justice; Home Office; Food Standards Agency; Department of Health; Department for International Development; Office for National Statistics Data Science Campus; Welsh Government; College of Policing; Metropolitan Police Service; City of London Police; UK Data Archive, and 3) Third sector: Tell Mama; Community Security Trust; Race Equality First; Stonewall.
Lab social media analytics technologies have been used by over 1000 organisations in over 30 countries, including all UK Russell Group universities, several top US universities (including Stanford, Cornell and MIT) and many non-academic institutions (including BBC; Foreign and Commonwealth Office; Citizens Foundation Iceland; Girl Guides; Dept. Work and Pensions; Bolton Council; MySociety; Police Foundation; West Midlans Police; CPS; Shelter; Scottish Government; Dept of Health; ONS; South Lanarkshire Council; Community Security Trust; Cabinet Office; College of Policing; Public Health Canada; Salvation Army; Institute for Sustainable Communication; Detroit Crime Commissions; Understanding Animal Research; British Geological Survey; Medway Council; European Space Agency; UK MOD Army; National Response Center for Cyber Crimes (Pakistan); National Library of Scotland; Dept. for Culture Media and Sport; HEFCW; Carmarthen County Council; Ceredigion Council; Airbus Group; British Institute of Human Rights; McKinsey; US Army; Fair Trials Intl.; Turkish National Police; Intl. Civil Society Centre; and Public Health England). We will provide all enhanced social media analytics technologies to these organisations and continue to support data and analysis needs where required and possible.
Cardiff University recognises the Social Data Science Lab's impact to date, and is supporting its impact plan going forward by locating it within the Nesta sponsored Social Science Research Park (SPARK). See Pathways to Impact for further details.
Publications


Al Baghal T
(2019)
Linking Twitter and Survey Data: The Impact of Survey Mode and Demographics on Consent Rates Across Three UK Studies
in Social Science Computer Review

Alorainy W
(2019)
"The Enemy Among Us" Detecting Cyber Hate Speech with Threats-based Othering Language Embeddings
in ACM Transactions on the Web

Liu H
(2019)
A Fuzzy Approach to Text Classification With Two-Stage Training for Ambiguous Instances
in IEEE Transactions on Computational Social Systems

Javed A
(2020)
Emotions Behind Drive-by Download Propagation on Twitter
in ACM Transactions on the Web

Bérubé M
(2020)
Social media forensics applied to assessment of post-critical incident social reaction: The case of the 2017 Manchester Arena terrorist attack.
in Forensic science international

Ozalp S
(2020)
Antisemitism on Twitter: Collective Efficacy and the Role of Community Organisations in Challenging Online Hate Speech
in Social Media + Society

Javed A
(2022)
Disrupting drive-by download networks on Twitter
in Social Network Analysis and Mining

Alorainy W
(2022)
Disrupting networks of hate: characterising hateful networks and removing critical nodes
in Social Network Analysis and Mining
Title | COSMOS - Automation of the download request process. |
Description | Users are able to request to download COSMOS application, and instead of administrator has to manually approve the download request and send link to latest version to the user to download, this process has been automated by building a CRON job and PHP script to handle the email received by the user and store it into google drive document and send out a welcome email with the link to download COSMOS. |
Type Of Material | Improvements to research infrastructure |
Year Produced | 2017 |
Provided To Others? | No |
Impact | Saved a lot of time from development and administrators team and helped the research community to receive a faster response. |
Title | COSMOS - Bug Tracker |
Description | Any issues in design and coding that cause incorrect results are considered software bugs. In a software development life cycle, tracking bugs is one of the most important aspects. Where a user has encountered an issue and submitted it via the Help Desk, but the team could not resolve it immediately, then it is reported as a bug using the COSMOS Bug tracker. |
Type Of Material | Improvements to research infrastructure |
Year Produced | 2017 |
Provided To Others? | No |
Impact | The Bug Tracker improves connectivity between COSMOS development team members and plays an important role in providing feedback to the user when the bugs are resolved. It is also proving key in helping the team prioritize issues during software development sprints, and in delivering a high-quality sustainable product. The Bug tracker will continue to provide the development team with information on how to fix and improve COSMOS over the full duration of the capability grant. |
Title | COSMOS Help Desk |
Description | The help desk was designed as a one-stop-shop support mechanism for those COSMOS users encountering issues with the platform. Users are able to submit a 'ticket' detailing their issue and track their submission/check status of their problem, to identify when it is resolved. |
Type Of Material | Improvements to research infrastructure |
Year Produced | 2017 |
Provided To Others? | No |
Impact | We are now able to ensure a continued dialogue to resolve the issue and our team is able to build up a knowledge base around the errors encountered. User-driven feature requests can also be submitted to making it easier for us to feed into future enhancements and development plans. |
URL | http://www.cosmos-support.net |
Description | Cardiff University Airbus Centre of Excellence in Cyber Security Analytics |
Organisation | Airbus Group |
Department | Airbus Operations |
Country | United Kingdom |
Sector | Private |
PI Contribution | Burnap is the director of the Centre, Anthi is a core IoT researcher within the Centre. Burnap leads IoT research for Airbus in the context of Industrial IoT |
Collaborator Contribution | Airbus are providing support to build an industrial IoT testbed as part of the IoTDepends project - this will underpin the research co-produced by Cardiff University and Airbus |
Impact | £760k research project funded by Endeavr Wales to study intrusion detection and probabilistic modeling of cyber attacks on Industry Control Systems (SCADA); £1.8m EPSRC research project studying the impact of IoT and sensors embedded in products of the future to support automated "Chatty Factories" of the Future; Journal article in Computers and Security (Malware Classification and Machine Learning); Journal article in IEEE Computer (Goal Oriented Risk Modeling); Journal article research has been transitioned into enhanced products and services within Airbus (Malware Classification -> SOC, Risk Modeling -> Risk consulting business) |
Start Year | 2017 |
Title | COSMOS - Automation of the download request process. |
Description | Users are able to request to download COSMOS application, and instead of administrator has to manually approve the download request and send link to latest version to the user to download, this process has been automated by building a CRON job and PHP script to handle the email received by the user and store it into google drive document and send out a welcome email with the link to download COSMOS. |
Type Of Technology | Webtool/Application |
Year Produced | 2017 |
Impact | Saved a lot of time from development and administrators team. |
Title | COSMOS - Bug Tracker |
Description | Any issues in design and coding that cause incorrect results are considered software bugs. In a software development life cycle, tracking bugs is one of the most important aspects. Where a user has encountered an issue and submitted it via the Help Desk, but the team could not resolve it immediately, then it is reported as a bug using the COSMOS Bug tracker. |
Type Of Technology | Webtool/Application |
Year Produced | 2017 |
Open Source License? | Yes |
Impact | The Bug Tracker improves connectivity between COSMOS development team members and plays an important role in providing feedback to the user when the bugs are resolved. It is also proving key in helping the team prioritize issues during software development sprints, and in delivering a high-quality sustainable product. The Bug tracker will continue to provide the development team with information on how to fix and improve COSMOS over the full duration of the capability grant. |
URL | http://cosmos-support.net/reportbug |
Description | A meeting with UK Data Archive |
Form Of Engagement Activity | A formal working group, expert panel or dialogue |
Part Of Official Scheme? | No |
Geographic Reach | National |
Primary Audience | Industry/Business |
Results and Impact | UKDA are archiving New Forms of Data, including social media. From our two meetings, it was evident that COSMOS could be enhanced by adding the functionality to link to UKDA datasets containing tweet IDs, to 'rehydrate' them via the Twitter API. This enhancement would function in the same as a DOI that points to the dataset used to produce the results in an academic paper. The enhancement would also allow users of COSMOS to deposit tweet IDs into the UKDA. These rehydration and deposit functions would facilitate big social data reuse and study replication. The enhancement fits with UKDA, ESRC and the Social Data Science Lab strategic priorities, and therefore we have agreed to collaborate on this over the coming year. UKDA are in need of documentation for data reusers on the technical, methodological and ethical reuse of social media data. The Lab has agreed to co-author this documentation with UKDA. UKDA are trialing the use of their new High- Performance Computing infrastructure in the storage, management, and analysis of big data sources (currently smart energy meter data). It was agreed that the Lab work with UKDA on experimenting with social media analysis using this architecture. It may be possible to use this architecture to power some of the back-end COSMOS processes, speeding up analysis for heavy users significantly. |
Year(s) Of Engagement Activity | 2017 |
Description | A meeting with public health of England |
Form Of Engagement Activity | A formal working group, expert panel or dialogue |
Part Of Official Scheme? | No |
Geographic Reach | Local |
Primary Audience | Industry/Business |
Results and Impact | PHE is interested in developing a customized plugin to be used as part of COSMOS application, and the meeting held in March 2018 aims to collect requirements as part of our Sustainability plan for COSMOS. |
Year(s) Of Engagement Activity | 2018 |
Description | COSMOS Awareness postgraduate students meeting |
Form Of Engagement Activity | A formal working group, expert panel or dialogue |
Part Of Official Scheme? | No |
Geographic Reach | Local |
Primary Audience | Postgraduate students |
Results and Impact | Conducted different one-to-one meetings with various of MSc students from Computer Science and Social Science schools to demonstrates COSMOS analytic tool and encourage students to use as part of their dissertation project. |
Year(s) Of Engagement Activity | 2019 |
Description | COSMOS Feedback Workshop |
Form Of Engagement Activity | Participation in an activity, workshop or similar |
Part Of Official Scheme? | No |
Geographic Reach | Local |
Primary Audience | Postgraduate students |
Results and Impact | A workshop to understand the use of COSMOS and review COSMOS in detail, to identify useful features etc. and generate ideas for future improvements. Participant were COSMOS's users from around the UK and the UX researcher and COSMOS development team. The aim of the workshop to identify the main issues, future improvements to help in the next release. |
Year(s) Of Engagement Activity | 2018 |
Description | COSMOS Workshop, integrate COSMOS in linguistics research - Cambridge University |
Form Of Engagement Activity | A formal working group, expert panel or dialogue |
Part Of Official Scheme? | No |
Geographic Reach | Regional |
Primary Audience | Professional Practitioners |
Results and Impact | The audience was from Linguistics, social science and data science. One of the core feedback received from this workshop is to include Language as a filter in the twitter streaming and that was applied in the next version of COSMOS. Also, the data scientists in the Audience were interested in use the tool as part of an educational tool in their modules in master and undergraduate level. |
Year(s) Of Engagement Activity | 2019 |
Description | COSMOS awareness and training session |
Form Of Engagement Activity | Participation in an activity, workshop or similar |
Part Of Official Scheme? | No |
Geographic Reach | Local |
Primary Audience | Undergraduate students |
Results and Impact | Encourage social science undergraduate students to use COSMOS as an analytic tools as part of their dissertation. Hold an event to demonstrate COSMOS's features and future plan. Support COSMOS's users with technical errors. Use the user's feedback to include in the current COSMOS development phase. |
Year(s) Of Engagement Activity | 2019 |
Description | COSMOS integration with Data Cymru |
Form Of Engagement Activity | A formal working group, expert panel or dialogue |
Part Of Official Scheme? | No |
Geographic Reach | Regional |
Primary Audience | Industry/Business |
Results and Impact | Data Cymru is a local government unit working as an entry point to different data sources in the UK. They working in developing a new API that facilitate accessibility to the data sources. COSMOS team had two meeting with Data Cymru team to discuss potential further integration. Providing a full demonstration around COSMOS's abilities and future plans. COSMOS and Data Cymru agreed on the following: - build a partnership with COSMOS team and encourage other data providers to do the same - Open a channel of communication with local community to present COSMOS - Data Cymru will provide an API to integrate with it - look into Research collaboration in areas like, public health, mental health and social networks. |
Year(s) Of Engagement Activity | 2019 |
URL | http://www.dataunitwales.gov.uk/home |
Description | COSMOS workshop in Archiving Social Media Workshop at the British Library |
Form Of Engagement Activity | A formal working group, expert panel or dialogue |
Part Of Official Scheme? | No |
Geographic Reach | Regional |
Primary Audience | Professional Practitioners |
Results and Impact | Around 60 participants different discipline and levels, one of the audience was a BBC reporter and he suggested very interesting remarks as a non-technical user. Also, part of the audience was from social science and they were interested in using the tool as an exploratory tool in their research. |
Year(s) Of Engagement Activity | 2019 |
Description | Delivered a workshop - Religion and Social Media - Kingston Universty |
Form Of Engagement Activity | A formal working group, expert panel or dialogue |
Part Of Official Scheme? | No |
Geographic Reach | Regional |
Primary Audience | Postgraduate students |
Results and Impact | This one-day workshop focuses on how we as researchers interact with social media, as well as an introduction to "COSMO" and the digital research tools we have available to aid our understanding of religion online. The newer version of COSMOS recently released with new features which were demonstrated as part of the talk. The first part of the talk was an introduction about COSMOS and the second part was demonstrating through the presentation of a case study using religion. |
Year(s) Of Engagement Activity | 2019 |
Description | Different back-end options for COSMOS |
Form Of Engagement Activity | A formal working group, expert panel or dialogue |
Part Of Official Scheme? | No |
Geographic Reach | Regional |
Primary Audience | Professional Practitioners |
Results and Impact | In an ongoing process to expand COSMOS's ability, COSMOS team arrange a meeting with ARCCA and supercomputing.wales and ATOS company. As Cardiff University in process of purchasing a resources service from ATOS to extend their infrastructure. Atos is a European IT services corporation with its headquarters in Bezons, France and offices worldwide. It specialises in hi-tech transactional services, unified communications, cloud, big data and cybersecurity services. COSMOS team demonstrated a user-case scenario in usage of COSMOS as an analytic tool and possible integration of COSMOS into Atos or SuperComputing Wales infrastructure to allow Social Science researchers to extend their analytic abilities. |
Year(s) Of Engagement Activity | 2019 |
Description | Hands-on workshop - Social Media Data for Social Research: Methods and Tools - Glasgow University |
Form Of Engagement Activity | A formal working group, expert panel or dialogue |
Part Of Official Scheme? | No |
Geographic Reach | Regional |
Primary Audience | Postgraduate students |
Results and Impact | Social Media Data for Social Research: Methods and Tools - Convened by Urban Big Data Centre. Delivered a Use case: The role of social network data service improvement using COSMOS as a tool The second part of the event: Training session in the use of Cardiff University's COSMOS software for collecting and analysing Twitter data |
Year(s) Of Engagement Activity | 2019 |
Description | Interviews and survey on use/impact of COSMOS |
Form Of Engagement Activity | A formal working group, expert panel or dialogue |
Part Of Official Scheme? | No |
Geographic Reach | International |
Primary Audience | Other audiences |
Results and Impact | We spoke to a range of stakeholders to understand their use of COSMOS and the impact it had enabled for them, including future activity they would like to see/use COSMOS for |
Year(s) Of Engagement Activity | 2021,2022 |
Description | Meeting with ADRC-Wales |
Form Of Engagement Activity | A formal working group, expert panel or dialogue |
Part Of Official Scheme? | No |
Geographic Reach | National |
Primary Audience | Industry/Business |
Results and Impact | We will jointly explore the possibility of providing training to ADRC-W in Swansea around the topic of social data science (e.g. social network analysis). COSMOS will be utilised as an in-house resource within ADRC-W to provide the function of social media data analysis and linking with administrative data. We will deliver a seminar to the ADRC network on social media analysis (showcasing COSMOS). We will co-develop an emotion extraction plugin for COSMOS at the request and design of ADRC-W. |
Year(s) Of Engagement Activity | 2017 |
Description | Meeting with MOPAC and MPS |
Form Of Engagement Activity | A formal working group, expert panel or dialogue |
Part Of Official Scheme? | No |
Geographic Reach | National |
Primary Audience | Public/other audiences |
Results and Impact | Potential collaboration to explore Develop an Intelligent methodology to detect Spread of hate - this will form part of the model integration later detect the network associated with the user's posting hate - explore network metrics, esp. the networks of haters and hated. COSMOS requirements: -Top 10 hashtags - Targeted to a certain individual, how many people have been targeted attack? @metion is one way, but it will also pick up counter-speech and responses. -include a frequency of hate posts with @mentions included in the text. |
Year(s) Of Engagement Activity | 2018 |
Description | Meeting with Welsh Water Board representative |
Form Of Engagement Activity | A formal working group, expert panel or dialogue |
Part Of Official Scheme? | No |
Geographic Reach | Local |
Primary Audience | Public/other audiences |
Results and Impact | Explore potential collaboration with Welsh Water, by developing a customized plugin based on Welsh Water's requirements. To learn more about their customers especially, within 5 years there will be more companies to join into Water Sector. Therefore, Welsh water is looking to integrate more intelligent social networks tools to improve their engagement with their customers. |
Year(s) Of Engagement Activity | 2018 |
Description | Providing COSMOS demo to Cardiff Metropolitan University staff members |
Form Of Engagement Activity | A talk or presentation |
Part Of Official Scheme? | No |
Geographic Reach | Local |
Primary Audience | Professional Practitioners |
Results and Impact | Providing a 2 hours presenting with a hands-on demo around COSMOS's features and future plans. |
Year(s) Of Engagement Activity | 2019 |
Description | Providing COSMOS demo to Swansea University Staff member |
Form Of Engagement Activity | A talk or presentation |
Part Of Official Scheme? | No |
Geographic Reach | Local |
Primary Audience | Professional Practitioners |
Results and Impact | Providing a 2 hours presenting with a hands-on demo around COSMOS's features and future plans. |
Year(s) Of Engagement Activity | 2019 |
Description | Providing a COSMOS presentation to Bristol University Staff member |
Form Of Engagement Activity | A talk or presentation |
Part Of Official Scheme? | No |
Geographic Reach | Local |
Primary Audience | Professional Practitioners |
Results and Impact | Providing a 2 hours presenting with a hands-on demo around COSMOS's features and future plans. |
Year(s) Of Engagement Activity | 2019 |
Description | Range of workshops of how to use COSMOS |
Form Of Engagement Activity | Participation in an activity, workshop or similar |
Part Of Official Scheme? | No |
Geographic Reach | International |
Primary Audience | Other audiences |
Results and Impact | 50+ people attended online workshops on how to use COSMOS, the activities in which were subsequently recorded and published on the Web page so others could engage in their own time |
Year(s) Of Engagement Activity | 2021,2022 |
URL | http://socialdatalab.net/instruction-videos |
Description | deliver a COSMOS workshop at the University of Edinburgh |
Form Of Engagement Activity | A formal working group, expert panel or dialogue |
Part Of Official Scheme? | No |
Geographic Reach | National |
Primary Audience | Postgraduate students |
Results and Impact | Lead Software Engineer and Research Associate delivered a one day COSMOS workshop on how to use COSMOS in research and teaching activities at Edinburgh University . A 30 participants attended from across the UK majority from across Scotland. The workshop was a hands on activity including a presentating from participant in their finding/feedback on using COSMOS. After the workshop, participated reported they will integrate COSMOS as a tool to be used in their research/teaching. |
Year(s) Of Engagement Activity | 2018 |