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Intelligent Campus update April 2018
The Intelligent Campus project aims to leverage data and emerging technologies to enhance the student experience and optimize the management of university and college environments. By capturing and analyzing various forms of data, the initiative seeks to improve learning spaces, curriculum design, and overall campus efficiency. Long-term benefits may include better navigation for students, improved academic performance, and reduced environmental impact through efficient resource management.
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Intelligent Campus update April 2018
- 1. Intelligent Campus Using datato make smarter use of your university or college estate
- 2. The intelligent campus Whatis the Intelligent Campus? 13/04/2018
- 4. What is theintelligent campus? »There has been plenty of hype over artificial intelligence and the internet of things. »We believe it may be time to put aside the cynicism that this kind of hype generates and look seriously at how we can take advantage of these emerging technologies to improve the student experience, research and the management of our campuses.
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- 8. The intelligent campus Whatis the project? 13/04/2018
- 9. The intelligent campus »We’reworking on ways to improve the student experience by capturing and analysing the many kinds of data that can be collected across university and college campuses. »The intelligent campus project is one of five new ideas to emerge from our co-design consultations with members and other stakeholders, who have asked us to kick off research into using data to inform future campus developments. Using data to make smarter use of your estate 13/04/2018 Intelligent Campus 9
- 10. The intelligent campus Whatare we doing? 13/04/2018
- 11. What are wedoing? »This research is developing alongside our effective learning analytics project and our work to build a learning analytics service. »At the core of the learning analytics service is the Learning Data Hub (formerly called the Learning Records Warehouse) where academic and engagement data is collected, stored and processed. 11
- 12. What are wedoing? »We’ll extend the Learning Data Hub to enable data to be gathered in from physical places (movement trackers, heat and CO2 sensors, for example) and from systems that record and monitor space and equipment usage, timetabling and other activities. »By analysing when and how rooms are used organisations will be able to make smarter, more effective use of learning spaces and other facilities across campus and to improve curriculum design and delivery. 12
- 13. The intelligent campus Whydoes this matter? 13/04/2018
- 14. Why does thismatter? »Making timely interventions to ensure that the best available spaces are being used for each session will enable students to learn more effectively and ensure that the organisation is running efficiently – but this is only the start. »Longer term the possibilities for the intelligent campus project are practically limitless. 14
- 15. Why does thismatter? »Our project aims to find effective ways to use data gathered from the physical estate and combine it with learning and student data from library systems, the virtual learning environment (VLE) and even on-site cafes and bars to: › Give students a richer experience of learning and teaching so they can achieve higher grades › Enable students to optimise the comfort and convenience of their physical environment 15
- 16. Why does thismatter? »Further down the line data from an intelligent campus could help students to: › Navigate their way around the site › Find appropriate pastoral or other support › Share information about events › Meet up to socialise or work collaboratively »Supporting students in these practical ways will help them settle in more quickly and learn better. 16
- 17. Why does thismatter? »An intelligent campus could also enable organisations to reduce their environmental impact by monitoring and managing energy use in real time, to streamline waste management, to move supplies around site more efficiently… »…the list of potential benefits goes on. 17
- 18. The intelligent campus Howwill we do it? 13/04/2018
- 19. How will wedo it? »It’s a long-term project, not least because the necessary tools and infrastructure are often not in place within colleges and universities. Smart buildings are expensive and it takes time to build (or retrofit) them. »First, we need to agree with members on the priority areas that they want us to focus on, so we’re developing use cases. 19
- 20. How will wedo it? »We are working on a toolkit to explain how and when members might implement the technologies and suggest how to procure the necessary equipment. »We’ll provide advice and guidance on implementing intelligent campuses and on how to structure data for the Learning Data Hub. »We will develop information on the ethical issues surrounding gathering, storing and using personal data, including our code of practice for learning analytics. »We’ll create analytics algorithms so the tools are available when members are ready to use them. 20
- 21. The intelligent campus Whatdoes it look like? 13/04/2018
- 22. The intelligent campus 13/04/2018Title of presentation (Insert > Header & Footer > Slide > Footer > Apply to all) 22
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- 24. The intelligent campus Theintelligent estate
- 25. The intelligent campus Enhancedstudent experience
- 26. The intelligent campus Intelligentlearning spaces
- 27. The intelligent campus Intelligentworkspace
- 28. The intelligent campus Smartexperiments
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- 39. The intelligent campus Dowe want to?
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- 42. The intelligent campus 13/04/2018Title of presentation (Insert > Header & Footer > Slide > Footer > Apply to all) 42
- 43. The intelligent campus Getinvolved 13/04/2018
- 44. Join in thediscussion »Go to the Intelligent Campus webpage › https://jisc.ac.uk/rd/projects/intelligent-campus »Follow the Intelligent Campus blog › https://intelligentcampus.jiscinvolve.org »Join theTwitter conversation: #intelligentcampus 44
- 45. The intelligent campus Anyquestions? 13/04/2018
Editor's Notes
- #4 Smart Campus Digital Campus So what is the Intelligent Campus Analytics Algorithms Learning from behaviours Interventions Timely Feedback loop Challenge Data structure and definitions. Maps Space utilisation Learning space description Movement and tracking data Sensors Temperature Humidity CO2 levels Timetabling Fitness Apps Mobile Apps CCTV IoT Smart buildings RFID Tracking Wi-Fi Tracking Autonomous vehicles
- #9 So what is the Intelligent Campus Analytics Algorithms Learning from behaviours Interventions Timely Feedback loop Challenge Data structure and definitions.
- #25 Can we create an intelligent estate that increases space utilisation, increased room efficiency, allows for intelligent timetabling, reduces energy costs. Universities and colleges have large numbers of buildings of varying ages and conditions, spread over a wide geographic area, sometimes multiple campuses. Managing energy, waste and resources efficiently is important for a number of reasons, including financial pressures, environmental principles and regulations, and improved working conditions for campus users.
- #26 Most universities and colleges provide good quality traditional campus maps on paper and electronically, however, these could be hugely enhanced using the technology and data that is increasingly available. Combining this data with smartphone apps and electronic signage will improve the experience of campus users. Could we make the campus easier and smarter for students?
- #27 If the spaces we use for teaching and learning could speak to us, what would they say? The spaces across colleges and universities are core to teaching and learning. Are we using them effectively to enhance and enrich the learning journey? By analysing when and how rooms are used organisations will be able to make smarter, more effective use of learning spaces and other facilities across campus and to improve curriculum design and delivery.
- #28 Across universities and colleges are empty offices and work spaces, however there are also complaints from staff about lack of space, access and collaborative spaces. Meeting rooms are usually constantly booked. With an increase in blended learning, online delivery and a need to work smarter, could we gather information on what kinds of work spaces staff require, and deliver the right kinds of environments at the right time?
- #29 It could be possible for researchers to leave it to their apparatus to collect data about the results that have been generated, then make an operational and environmental report on their status and activities during the experiment. This information could be automatically organised and published to an electronic laboratory notebook, giving fully structured data and metadata to other researchers and apparatus who can use the information for validation, reproducibility and further research.
- #30 Can we take the physical campus and make it porous and extend it into the wider city. Connect with city wide services such as transportation, health, wellbeing. Universities and colleges will increasingly offer tailored, and personalised, student apps for smartphones that are informed by the intelligent campus. These will communicate with the smart city and the data it provides, including travel, leisure and wellbeing information.
- #47 Image Source: https://flic.kr/p/6KDtm Marcello Maria Perongini .: Any question??? :. CC BY-NC-ND 2.0