(3years) Cites / Doc. If you like what you're reading online, why not take advantage of our subscription and get unlimited access to all of Times Higher Education's content? Since 2014 our researchers have published over 500 articles, with over 70 appearing in top 10% journals. The minimum spanning arborescence M A in an encodability graph E G defines an optimal set of reference sequences and reference-target (< r, t >) relationships. Impact case study database FAQs Download all impact case studies (spreadsheet) View results Submitted outputs' details A master's or Ph.D. leads to the best work opportunities in artificial intelligence. The Research Excellence Framework 2021 (REF 2021) results were published on 12 May 2022. Environment. Universities are assessed across 34 subject-based units of assessments (UOAs) for research outputs, research impact and research environment. Environment data. LIFTUPP shifts the focus of clinical education from knowledge acquisition to consistency of competent practice. 1138342. Find out more about cookies and how we use them. The school is part of the Faculty of Science, Agriculture and Engineering. Submissions to the REF are broken down across 34 topic areas, or units of assessment. Some tasks and requirements are clearly defined, while others require HEIs to think more broadly and outside of the box. This is a rise of 54 places compared with 2014. Facial motion capture helps bring VR documentary to life. Units of assessment. REF 2014 Computer science. This drove a step change in the use of geodemographic classifications by government, improved the efficacy of the targeting of resources and impact in the public, private, and third sectors, for example: LIFTUPPis an information system for clinical education, developed by the University of Liverpools Department of Computer Science and Dental School. Our submission includes research from four research areas: We submitted three impact case studies demonstrating the reach and significance of our research in the following areas: We have four specialist labs that facilitate our research: Our collaborations and partnerships include a wide variety of national and international partners, such as: Biophysics and molecular genetics research group, Jean Monnet Centre of Excellence for the Study of a Transnational Europe, Materials Design and Characterisation Research Group, Peace Conflict and Security Research Group, Referee and match official research network, Faculty of Creative and Cultural Industries seminars, Faculty of Humanities and Social Sciences seminars, UoA03 Allied Health Professions, Dentistry, Nursing and Pharmacy, UoA04 Psychology Psychiatry and Neuroscience, UoA07 Earth Systems and Environmental Sciences, UoA14 Geography and Environmental Studies, UoA24 Sport and Exercise Sciences, Leisure and Tourism, UoA32 Art and Design - History Practice and Theory, UoA33 Music, Drama, Dance, Performing Arts, Film and Screen Studies, Centre for Healthcare Modelling and Informatics, Computational Intelligence Research Group, Artificial Intelligence and its Practical Applications. The REF website uses cookies to make the site more efficient. Our return consists of 49.8 FTE and of this 32 are new appointees 10 of these new appointees were Early Career . The Department of Computer Science was ranked 1 st in the UK for 4* and 3* research, with 97% of our research being rated as world-leading or internationally excellent - the highest proportion of any computer science department in the UK. The Research Excellence Framework for 2014 has confirmed Liverpool's reputation for internationally outstanding research.. Edinburgh tops the table in the Research Professional News ranking for computer science and informatics, following the results of the 2021 Research Excellence Framework. Meet the computer science staff and post-graduate community, Research Excellence Framework (REF 2021) Our Results, Parents and Guardians Guide to University, Supporting your postgraduate research journey, How to apply for your Postgraduate Research programme, Training and Development for Research Students and Supervisors, Research Integrity: Ethics and Governance, Faculty of Humanities and Social Sciences, Faculty of Medicine, Health and Life Science, United Nations Sustainable Development Goals, Public Health, Health Services and Primary Care, Allied Health Professions,Nursing, and Pharmacy, Computer Science Related Research Centres, Modern Languages and Linguistics including Welsh, Contact our Research, Engagement & Innovation Services Team, Shaping the digital future with emergent users, Swansea University is a registered charity, No. Analysis of the 2021 REF results and submissions at main panel and UK sector level: Submissions data. Let R be the set of reference sequences and R T be the set of reference-target pairs suggested by M A. Access our digital magazines, Research Fortnight and Research Europe. Computer Science and Informatics is ranked 12th in the UK for research power out of 90 submissions. 1 - Clinical Medicine. Usually associated with the humanities, APA has now become a prominent citation style within the computer science field. Latest Leadership REF 2021: Computer science and informatics Imperial College London is in pole position after near-perfect scores while the University of Edinburgh tops research power standings May 12, 2022 Share on twitter Share on facebook Share on linkedin Share on mail We have 15 early career research (ECR) staff that took up their first posts as independent researchers with Swansea since 2016. We submitted 13 impact case studies showcasing a variety of research . Part of the Faculty of Science and Engineering, Part of the School of Electrical Engineering, Electronics and Computer Science, EEECS Equality, Diversity and Inclusion Committee, 2019 Royal Institution Christmas Lecture series, Inspired and enabled the co-creation of the, Increased public awareness and understanding of AI technologies through robotics outreach workshops and the televised. Impact. Geography and Environmental Studies. Our Networking and Cloud Computing Lab houses over 200 Cisco networking devices and a private cloud with circa 300 cores, 700 TiB of RAM and 60TiB of attached storage. Research Impact Case Studies REF 2021 The REF is the UK's system for assessing higher education research 92% of our research was classified as world-leading or internationally excellent More on REF 2021 Watch Our Pro-Vice-Chancellor for Research on the latest REF 2021 results REF 2021: Professor Sarah Hainsworth, Pro-Vice-Chancellor (Research) Why choose Liverpool? UK-wide research quality ratings hit new high in expanded assessmentUnit of assessment tables: see whos top in your subjectWhos up, whos down? In 2018, our School of Computing secured an official partnership with Cisco Systems to further support research facilities in networks and cyber-security. The impact case study database allows you to browse and search for impact case studies submitted to the REF 2021. REF 2021 Results We are proud to say that Computer Science has shown a significant increase in quality in all areas of research since the last research assessment exercise, moving 6 places up the ranking to the 20th position for REF 2021. 99 per cent of our research is rated in the highest two categories in the REF 2021, meaning it is classed as world-leading or internationally excellent. Currently, 40% of our outputs are considered interdisciplinary and by the end of the REF period, at least 77% of submitted staff were undertaking interdisciplinary research. This site uses data such as your browser cookies in order to deliver an effective service. Create personalised email alerts to keep up to date on new developments. This article is only available to Research Professional News subscribers. LIFTUPP has had significant impact on health, education and the delivery of professional services by supporting educators to deliver better clinical education, improving the quality of clinical education for students and producing better clinicians. REF 2021 results. Dr Angharad Davies (EDAP member) and Professor Dianne Berry (EDAP Chair) reflect on the processes for supporting staff with equality related circumstances in REF 2021, and make recommendations for how individual circumstances could be accounted for in future research assessment exercises. Submissions to the REF will be made in 34 units of assessment (UOA) listed below. The University of Edinburgh, ranked sixth on GPA, finished top on research power after submitting 144 FTE researchers. Discover our REF 2021 results in Computer Science and Informatics. AI technologies will transform society over the coming decades. UoA11 at Newcastle University is based in the School of Computing. It's an important question. 14.3% of our publications are among the top 10% of most cited publications worldwide and 18.4% of publications are in the top 10% of journals approved. Top positions taken by the big beasts while Essex outperforms its overall league ranking. Top positions taken by the big beasts while Essex outperforms its overall league ranking Edinburgh tops the table in the Research Professional News ranking for computer science and informatics, following the results of the 2021 Research Excellence Framework. communications science, computer science, economics, history, linguistics, philosophy, psychology, public health, social policy, and sociology. 16. The Robotics Lab contains a robot-assisted Autism Spectrum Disorder (ASD) Intervention platform, with a diagnosis and intervention system; a computer vision-based sensing platform with eye tracker system by Elonxi; an Industrial Robotics Platform with a Sawyer robot by Rethink Robotics; and a Motor Function Rehabilitation Platform with i-limb by Touch Bionics. 75% of our research outputs were judged to be internationally excellent or world-leading. Portsmouth Hospitals University NHS Trust, Defence Science and Technology Laboratory, Korean Industrial Technology Security Hub. If you are a subscriber you can read the article in full on researchprofessional.com. Find out more about our world-changing research. If not, the overall results for the games played will be output. Our research income more than tripled between 2014 and 2021 and PhD completions more than doubled in the same period. Recognising the importance of raising public awareness and understanding of issues related to ethics, communication, and trust that may arise due to the widespread adoption of such technologies, the University of Liverpools AI research has underpinned a strategic programme of public engagement that: University of Liverpool researchers developednDrites in collaboration with laboratory software company CSols Ltd. nDrites is a multi-agent software system that provides much-needed connectivity between laboratory resources (analytical instruments, robots, laboratory data systems, and laboratory applications). We are delighted to have achieved 100% world-leading and internationally excellent ratings in impact, showing that we as a department are dedicated to embedding real-world impact in everything we do. The College ranks top in the UK overall in the Research Excellence Framework 2021 - with a greater proportion of 4* "world-leading" research than any other UK university. Strengthen your institution's submission to REF 2021 Impartial bibliometric analysis will ensure your institution's REF 2021 submission and Environmental Statement carry weight. While large universities with expertise dominate the rankings on the overall league table across a swathe of topics, smaller institutions can carry more weight when it comes to individual units of assessment. Our ethos is to pursue research that matters in the long term, inspiring students and encouraging them to help change the world. Our REF 2021 submission included 33 staff (13% early career researchers), more than double REF 2014, reflecting the vitality and continuing growth of Computer Science and Informatics at the University. REF 2021 is the national assessment of the strength of UK research. Total Refs. We have grown our category A headcount from 22 (REF2014) to 33. We have 15 early career research (ECR) staff that took up their first posts as independent researchers with Swansea since 2016. 4 - Psychology, Psychiatry and Neuroscience. Research Excellence Framework 2021 Over 91% of Faculty of Science & Engineering submission to the assessment, over 8 units, was classed as either 'internationally excellent' or 'world-leading'. Computer Science in Liverpool has been ranked 5th in the UK for world leading (4*) research outputs, and 100% of our research environment has been rated as world leading (4*) or internationally excellent (3*). The computing topics must include: Techniques, skills, and tools necessary for computing practice. 2021 Copyright - All Rights Reserved. Login, Research England examining study on how AI might be used to predict quality of research outputs, Retiring Research England executive chair reflects on REF, impact and open access, University breached advertising rules by claiming its arts and humanities research was numberone in UK, says regulator, Changing world in research means substantial changes to UK assessment needed, says outgoing chair of Research England. The system has transformed the UKs dental education and has seen uptake in other types of clinical education both nationally and in the US and Australia. Related Post. Powering GIS Software and Improving User Confidence in the Private Sector. And there are thousands of answers. IB Computer Science paper 2 HL 2021 .PDF. See how your institution performed in REF 2021Methodology: how THE calculates its REF tables, Already registered or a current subscriber? We have grown our category A headcount from 22 (REF2014) to 33. Economics and Econometrics. In contrast, the number of submissions to main panel D, which covers the arts and humanities, fell by 28 to 554. Our academic community is thriving, conducting distinctive cutting-edge research across Theory, Human Computer Interaction, Visual Computing and Security. C. 13. Our field-weighted citation is 1.3 which is above average in the discipline. At a national level the Computer Science and Informatics UoA has a GPA of 3.22, with 41 per cent of its submission rated 4*. Based on the choices, the program will output the winner and then ask if the user wants to play again. 17. You'll get full access to our website, print and digital editions. Proof. BACK TO REF 2021. Imperial's Faculty of Engineering is celebrating its research being ranked best in the UK for both computer science and engineering. / Doc. Computer and information research scientists, one potential AI career, earned a median annual salary of $126,830 as of 2020, with the BLS projecting much-faster-than-average growth for the profession from 2019 to 2029. Viewpoint: a wave of new MITs is key to reversing eastern Europe's brain drain - Science Business - May 12th, 2022; Pivot-RP users can log in and view the article via this link. Our overall results have also improved: 33% of our research outputs were deemed world-leading in 2014, in 2021 61% of our research outputs are world-leading (4*) and 33.4% are internationally excellent (3*). A More Accurate Classification for the Office of National Statistics (ONS). Computer Science in Liverpool has been ranked 5th in the UKfor world leading (4*) research outputs, and 100% of our research environment has been rated as world leading (4*) or internationally excellent (3*). It has over 60 continuous years of computer science and informatics research at NU. 15. Our excellence is shown by the results: Within the Computer Science and Informatics unit of assessment, 73% of Cambridge's submission was awarded the highest rating of 4* overall, meaning 'world-leading'. The REF is the system for assessing the quality of research in UK higher education institutions. Research Director School of Computing Belfast 16E21 +44 28 9536 7137 l.chen@ulster.ac.uk People Involved Our Team "Computer Science and Informatics at Ulster, the only Computer Science and Informatics unit in Northern Ireland, goes from strength to strength. We have recently located to the 32.5m purpose built Computational Foundry on the new 420m Bay campus and through developing projects such as the Centre for Doctoral Training (CDT) and Challenging Human Environments and Research Impact for a Sustainable and Healthy Digital Enconomy (CHERISH-DE) we have been able to promote our ambition to encourage ECRs to become future leaders, place Computer Science at the heart of a truly multidisciplinary landscape and promote responsible research. Computer Science and Informatics - A: 11B: Computer Science and Informatics - B: 11C: Computer Science and Informatics - C: 11Z: Computer Science and Informatics - Z: 12A: Engineering - A: 12B: . nDrites have helped to improve productivity and product integration for lab instrument manufacturers, productivity and enhanced quality control for high-profile end -users and improved water sampling efficiency four five UK water companies. Congratulations to all our colleagues for their hard work! 90% of our research is world-leading and internationally excellent, with an increase in number of our world-leading publications. Computer Science and Informatics. The computer will randomly choose rock, paper, or scissors. Quality by UK nation and region. Submissions to the REF are broken down across 34 topic areas, or units of assessment. There were, however, plenty of high-scoring institutions in this category: in second spot, the University of Oxford scored 3.81 on GPA, followed by the University of Birmingham (3.77). Outputs. The program must include mathematics appropriate to the discipline and at least 30 semester credit hours (or equivalent) of up-to-date coverage of fundamental and advanced computing topics that provide both breadth and depth. The Department of Computer Science and Technology returned 81 academics to the REF, an increase of 26 compared to the previous exercise in 2014. Output profiles. If so, the game is played again. IB Computer Science paper 1 HL 2021 .PDF. (2years) Ref. rock, paper, scissors against the computer. Since 2014, 80% of our research outputs involve a collaborator from outside Swansea, and 70% result from an international collaboration. We research systems-wide issues in computer science ranging from mathematical foundations through visual and cognitive processes to artificial intelligence, human-centred design and collaborative systems. This has led to a field citation impact 23% higher than the global average. Our results Engineering. The final character is the letter denoting the multiple . Our academic community is thriving, conducting distinctive cutting-edge research across Theory, Human Computer Interaction, Visual Computing and Security. We are rated as 8th nationally for the quality of our research environment, showing that the Department of Computer Science is a vibrant and progressive place to undertake research. IB Computer Science paper 3 HL case study 2021.PDF. Sector and main panel average results. The results show that we at Exeter have increased the proportion of our research which is world-leading by more than 60% and increased the size of our research community by 70%. Archaeology. The Data Science Lab was established in 2018 and includes an IBM AC922 server (with four Tesla V100s) with IBM Power AI Vision. The other common citation style used is the APA style. Copyright 2022 THE - Times Higher Education, See here for fullComputer science and informatics results, UK-wide research quality ratings hit new high in expanded assessment, Unit of assessment tables: see whos top in your subject, Methodology: how THE calculates its REF tables, Registration is free and only takes a moment, Once registered, you can read 3 articles a month, Unlimited access to news, views, insights & reviews. Transforming Marketing Strategies for Award-Winning Theatre in England. Here are some of the top headlines from the REF 2021 results: 95% . (2021) 1: Proceedings of the IEEE International Conference on Computer Vision: conference and proceedings: 23.032: 280: 468: 1077: 18276: 23631: 1075: 21.94: 39.05: 2: Proceedings of the IEEE Computer Society Conference on Computer Vision and . Read our full range of news, insight and intelligence. Institutional average results. Essex submitted to 17 UOAs - three more than the previous REF. 3002.21 FTE staff were submitted to this UoA. You can change your cookie settings at any time but parts of our site may not function correctly without them. 157 UK higher education institutions (HEIs) made submissions in 34 subject-based units of assessment (UOAs). The submissions were assessed by panels of experts , who produced an overall quality profile for each submission. University of LiverpoolsGeographic Data Science Lab (GDSL) applied machine learning to create geodemographic classifications from high-dimensional spatial data. See how your institution performed in REF 2021Methodology: how THE calculates its REF tables. A variety of subscription options are available, allowing you to, Research Professional News is part of Ex Libris Group. Download All Group 4: IB past paper Computer Science HL 2021. Imperial's Faculty of Engineering is celebrating its research being ranked best in the UK for both computer science and engineering. Main panel overview reports Interdisciplinary research We have submitted 360 outputs and 9 impact case studies in 2021 from 144.04 FTE staff (94.85 FTE in 2014). Our REF 2021 results. Introduction to the REF results. Resources foracademics and university staff, Everything you need for each stepof your study abroad journey. nDrites have significantly benefitted commerce and the economy in the UK and globally by impacting upon CSols and the analytical instrumentation industry. Use the search and filters below to find the impact case studies you are looking for. (2021) Total Cites (3years) Citable Docs. Ensuring your REF submission is positioned for success is more important than ever, especially with budgets even more constrained post-COVID 19. More: REF 2021: Computer science and informatics - Times Higher Education. 14. Imperial overall scores by UoA. Research from UCL Security and Crime Science and UCL Science, Technology, Engineering and Public Policy (STEaPP) has been recognised as 'world-leading' in the Research Excellence Framework 2021 (REF), with our submission ranking 7 th in the UK for 'world-leading' research in Social Work and Social Policy. Let C be the total weight of M A, meaning that C is the cost of storing R . Each overall quality profile shows the proportion of research activity judged by the . The Research Excellence Framework 2021 (REF 2021) is the national assessment of research quality and impact at UK universities. REF 2021 The impacts of IOE research on the wider world have been recognised in the Research Excellence Framework 2021. . Creating A New Tool to Increase Sustainable Travel in London. This is the latest in a series of endorsements for the Faculty, which received a Queen's Anniversary Prize earlier this year. To learn more about our research in computer science,click here. We have a strong record of disciplinary and interdisciplinary collaborative research. Our REF 2021 submission included 33 staff (13% early career researchers), more than double REF 2014, reflecting the vitality and continuing growth of Computer Science and Informatics at the University. They show that 68% of the research submitted by LSBU to REF was world leading or internationally excellent, a 14 percentage point rise from the last time REF results were published in 2014. The first two characters are the UOA assigned to the student's supervisor in the 2021 REF. 81% of our research outputs are rated as internationally excellent (3*) and world-leading (4*) Ranked in the top 400 worldwide in computer science and the top 20 in the UK for . Ranges within main panels. The College ranks top in the UK overall in the Research Excellence Framework 2021 - with a greater proportion of 4* "world-leading" research than any other UK university. Over 250 articles involved international collaboration and over 50 had industrial or clinical co-authors. Search our database of research funding opportunities. The player will input his/her choice. Improving Policy Implementation and Engagement with the Arts in Hull. Institutional share of quality and volume. 25% of overall Learn about impact Environment 15% of overall Learn about environment Unit of assessment 11: Computer Science and Informatics Unit of assessment summary data University of Aberdeen Total category A submitted staff FTE : 15.50 % of eligible staff submitted : 100% Learn about staff Overall profile Learn about outputs Locked articles can be accessed as part of a Research Professional News subscription. IB Computer Science paper 3 HL 2021 .PDF. Our research income more than tripled between 2014 and 2021 and PhD completions more than doubled in the same period. The UK's Research Excellence Framework (REF) requires an enormous investment of time and effort from higher education institutions (HEIs) in preparing for the submission of their research for national assessment. University of Liverpool a member of the Russell Group. IB Computer Science paper 3 HL markscheme 2021.PDF. In 2019, the University invested 200,000 to upgrade the laboratorys networking equipment, match-funded by Cisco. . 12. 2 - Public Health, Health Services and Primary Care. We provide an environment that develops, shapes, and promotes ECRs. Science REF 2021 impact case studies . There were 658 submissions to main panel C - social sciences - for the 2021 exercise, by far the largest of any of the four disciplinary areas examined by the REF, and up 44 on the 2014 exercise. Imperial College London claimed the top spot for computer science and informatics after 93per cent of its submissions (from 58FTE researchers) were deemed world-leading, with the remainder judged internationally excellent (3*). In terms of what students need to know about APA citing, there are a few things to keep in mind but overall it follows the same structure as many other author-date-based . Architecture, Built Environment and Planning. 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