These slides provide some background on the Spotlight on the Digital project and its outputs. The project investigated the barriers to the discovery of digitised collections and offered some practical solutions to ensure that digitised/digital resources are easy to find. The project was a collaboration between Jisc, Research Libraries UK (RLUK) and the Society of College,National and University Libraries (SCONUL).
This presentation was provided by Ralph Youngen of The American Chemical Society, during the NISO event "Changes in Higher Education and The Information Marketplace." The virtual conference took place on June 17, 2020.
This presentation was provided by Amy Pawlowski of OhioLINK, during the NISO event "Changes in Higher Education and The Information Marketplace." The virtual conference took place on June 17, 2020.
RDMkit, a Research Data Management Toolkit. Built by the Community for the ...Carole Goble
https://datascience.nih.gov/news/march-data-sharing-and-reuse-seminar 11 March 2022
Starting in 2023, the US National Institutes of Health (NIH) will require institutes and researchers receiving funding to include a Data Management Plan (DMP) in their grant applications, including the making their data publicly available. Similar mandates are already in place in Europe, for example a DMP is mandatory in Horizon Europe projects involving data.
Policy is one thing - practice is quite another. How do we provide the necessary information, guidance and advice for our bioscientists, researchers, data stewards and project managers? There are numerous repositories and standards. Which is best? What are the challenges at each step of the data lifecycle? How should different types of data? What tools are available? Research Data Management advice is often too general to be useful and specific information is fragmented and hard to find.
ELIXIR, the pan-national European Research Infrastructure for Life Science data, aims to enable research projects to operate “FAIR data first”. ELIXIR supports researchers across their whole RDM lifecycle, navigating the complexity of a data ecosystem that bridges from local cyberinfrastructures to pan-national archives and across bio-domains.
The ELIXIR RDMkit (https://rdmkit.elixir-europe.org (link is external)) is a toolkit built by the biosciences community, for the biosciences community to provide the RDM information they need. It is a framework for advice and best practice for RDM and acts as a hub of RDM information, with links to tool registries, training materials, standards, and databases, and to services that offer deeper knowledge for DMP planning and FAIR-ification practices.
Launched in March 2021, over 120 contributors have provided nearly 100 pages of content and links to more than 300 tools. Content covers the data lifecycle and specialized domains in biology, national considerations and examples of “tool assemblies” developed to support RDM. It has been accessed by over 123 countries, and the top of the access list is … the United States.
The RDMkit is already a recommended resource of the European Commission. The platform, editorial, and contributor methods helped build a specialized sister toolkit for infectious diseases as part of the recently launched BY-COVID project. The toolkit’s platform is the simplest we could manage - built on plain GitHub - and the whole development and contribution approach tailored to be as lightweight and sustainable as possible.
In this talk, Carole and Frederik will present the RDMkit; aims and context, content, community management, how folks can contribute, and our future plans and potential prospects for trans-Atlantic cooperation.
Data policy must be partnered with data practice. Our researchers need to be the best informed in order to meet these new data management and data sharing mandates.
This presentation was provided by Ralph Youngen of The American Chemical Society, during the NISO event "Changes in Higher Education and The Information Marketplace." The virtual conference took place on June 17, 2020.
This presentation was provided by Amy Pawlowski of OhioLINK, during the NISO event "Changes in Higher Education and The Information Marketplace." The virtual conference took place on June 17, 2020.
RDMkit, a Research Data Management Toolkit. Built by the Community for the ...Carole Goble
https://datascience.nih.gov/news/march-data-sharing-and-reuse-seminar 11 March 2022
Starting in 2023, the US National Institutes of Health (NIH) will require institutes and researchers receiving funding to include a Data Management Plan (DMP) in their grant applications, including the making their data publicly available. Similar mandates are already in place in Europe, for example a DMP is mandatory in Horizon Europe projects involving data.
Policy is one thing - practice is quite another. How do we provide the necessary information, guidance and advice for our bioscientists, researchers, data stewards and project managers? There are numerous repositories and standards. Which is best? What are the challenges at each step of the data lifecycle? How should different types of data? What tools are available? Research Data Management advice is often too general to be useful and specific information is fragmented and hard to find.
ELIXIR, the pan-national European Research Infrastructure for Life Science data, aims to enable research projects to operate “FAIR data first”. ELIXIR supports researchers across their whole RDM lifecycle, navigating the complexity of a data ecosystem that bridges from local cyberinfrastructures to pan-national archives and across bio-domains.
The ELIXIR RDMkit (https://rdmkit.elixir-europe.org (link is external)) is a toolkit built by the biosciences community, for the biosciences community to provide the RDM information they need. It is a framework for advice and best practice for RDM and acts as a hub of RDM information, with links to tool registries, training materials, standards, and databases, and to services that offer deeper knowledge for DMP planning and FAIR-ification practices.
Launched in March 2021, over 120 contributors have provided nearly 100 pages of content and links to more than 300 tools. Content covers the data lifecycle and specialized domains in biology, national considerations and examples of “tool assemblies” developed to support RDM. It has been accessed by over 123 countries, and the top of the access list is … the United States.
The RDMkit is already a recommended resource of the European Commission. The platform, editorial, and contributor methods helped build a specialized sister toolkit for infectious diseases as part of the recently launched BY-COVID project. The toolkit’s platform is the simplest we could manage - built on plain GitHub - and the whole development and contribution approach tailored to be as lightweight and sustainable as possible.
In this talk, Carole and Frederik will present the RDMkit; aims and context, content, community management, how folks can contribute, and our future plans and potential prospects for trans-Atlantic cooperation.
Data policy must be partnered with data practice. Our researchers need to be the best informed in order to meet these new data management and data sharing mandates.
Keynote speech - Carole Goble - Jisc Digital Festival 2015Jisc
Carole Goble is a professor in the school of computer science at the University of Manchester.
In this keynote, Carole offered her insights into research data management and data centres.
Maandag 9 november
Sessieronde 1
Titel: Dashboards voor learning analytics
Spreker(s): Renée Filius (Elevate), Alan Berg (Universiteit van Amsterdam)
Zaal: Rotterdam Hall
Putting Research Data into Context: A Scholarly Approach to Curating Data for...OCLC
This was one of three presentations for the panel Putting Research Data into Context: Scholarly, Professional, and Educational Approaches to Curating Data for Reuse at the 77th Annual Meeting of the Association of Information Science and Technology (ASIS&T).
Implementing Open Access: Effective Management of Your Research DataMartin Hamilton
The slides from my session with the DCC's Martin Donnelly at the Understanding ModernGov "Implementing Open Access" event in June 2014. Our talk is all about the support available from Jisc and the DCC to help you manage your research data, and potential future initiatives that might help institutions to handle the move to "open science".
About the Webinar
In Part 1 of this two-part webinar, speakers will address a variety of licensing issues. A key component to the discussion will be a focus on the critical pieces of a license, including privacy, accessibility, preservation, migration, and the negotiation process between a library and a vendor.
For the second half of this two-part series, speakers will focus on staffing issues at different types of libraries and how staff manages integration of e-resources into workflows, as well as a discussion about whether or not to execute a reorganization.
Agenda
Introduction
Todd Carpenter, Executive Director, NISO
Lessons Learned by Rethinking E-resource Management in Academic Libraries
Meg Manahan, Associate Director for Collection Management and Services, University of St. Thomas, St. Paul, Minnesota
- co-presenting with -
Nathan Putnam, Head, Metadata Services, McKeldin Library, University of Maryland College Park
Try, Try Again
Jennifer J. Leffler, Technical Services Manager, University Libraries, University of Northern Colorado
Changes aren't permanent, but change is
As the world adjusts to the new world of online and remote education, there are significant efforts to move beyond the virtualization of traditional face-to-face classroom and to also move beyond earlier business models. This shift has the potential to be more significant than just the usage of online to help the world react to the pandemic. What is the current state of online learning and will the growth continue? What are the policy implications?
Slides prepared and presented by Prof Dr Nara at Unimas 2012. For more detail, go to http://de-run.blogspot.com/2012/08/webometrics-and-launching-of-unimas-new.html
Gorman ODNI Academic Excellence Biosecurity Commons August 2, 2010bgorman
6th Annual ODNI Intelligence Community Centers of Academic Excellence Summer Seminar
August 2, 2010 Gaylord National Harbor Hotel and Conference Center, National Harbor, MD
Implementing analytics - Myles Danson, Shri Footring, David Matthews, James F...Jisc
Led by Myles Danson, senior co-design manager and Shri Footring, senior co-design manager - enterprise, both Jisc.
With contributions from:
David Matthews, VLE development manager, Rose Bruford College of Theatre and Performance
James Foster, planning analyst, University of Kent
Connect more in London, 28 June 2016
Joining it all up: developing research-practice linkages in the UKHazel Hall
Seminar presentation on efforts to strengthen research-practice linkages in librarianship and information science in the UK since 2009 presented to the School of Business and Economics, Åbo Akademi University, Finland on Thursday 13th March 2014. There is a fuller report of my work visit to Finland at http://hazelhall.org/2014/03/17/social-media-and-public-libraries-a-doctoral-defence-in-finland/.
Maximised discovery of institutions digital collections - Jisc Digital Festiv...Jisc
This workshop discussed a number of services and tools that Jisc is developing to support institutions boost the discoverability of their digital collections.
Keynote speech - Carole Goble - Jisc Digital Festival 2015Jisc
Carole Goble is a professor in the school of computer science at the University of Manchester.
In this keynote, Carole offered her insights into research data management and data centres.
Maandag 9 november
Sessieronde 1
Titel: Dashboards voor learning analytics
Spreker(s): Renée Filius (Elevate), Alan Berg (Universiteit van Amsterdam)
Zaal: Rotterdam Hall
Putting Research Data into Context: A Scholarly Approach to Curating Data for...OCLC
This was one of three presentations for the panel Putting Research Data into Context: Scholarly, Professional, and Educational Approaches to Curating Data for Reuse at the 77th Annual Meeting of the Association of Information Science and Technology (ASIS&T).
Implementing Open Access: Effective Management of Your Research DataMartin Hamilton
The slides from my session with the DCC's Martin Donnelly at the Understanding ModernGov "Implementing Open Access" event in June 2014. Our talk is all about the support available from Jisc and the DCC to help you manage your research data, and potential future initiatives that might help institutions to handle the move to "open science".
About the Webinar
In Part 1 of this two-part webinar, speakers will address a variety of licensing issues. A key component to the discussion will be a focus on the critical pieces of a license, including privacy, accessibility, preservation, migration, and the negotiation process between a library and a vendor.
For the second half of this two-part series, speakers will focus on staffing issues at different types of libraries and how staff manages integration of e-resources into workflows, as well as a discussion about whether or not to execute a reorganization.
Agenda
Introduction
Todd Carpenter, Executive Director, NISO
Lessons Learned by Rethinking E-resource Management in Academic Libraries
Meg Manahan, Associate Director for Collection Management and Services, University of St. Thomas, St. Paul, Minnesota
- co-presenting with -
Nathan Putnam, Head, Metadata Services, McKeldin Library, University of Maryland College Park
Try, Try Again
Jennifer J. Leffler, Technical Services Manager, University Libraries, University of Northern Colorado
Changes aren't permanent, but change is
As the world adjusts to the new world of online and remote education, there are significant efforts to move beyond the virtualization of traditional face-to-face classroom and to also move beyond earlier business models. This shift has the potential to be more significant than just the usage of online to help the world react to the pandemic. What is the current state of online learning and will the growth continue? What are the policy implications?
Slides prepared and presented by Prof Dr Nara at Unimas 2012. For more detail, go to http://de-run.blogspot.com/2012/08/webometrics-and-launching-of-unimas-new.html
Gorman ODNI Academic Excellence Biosecurity Commons August 2, 2010bgorman
6th Annual ODNI Intelligence Community Centers of Academic Excellence Summer Seminar
August 2, 2010 Gaylord National Harbor Hotel and Conference Center, National Harbor, MD
Implementing analytics - Myles Danson, Shri Footring, David Matthews, James F...Jisc
Led by Myles Danson, senior co-design manager and Shri Footring, senior co-design manager - enterprise, both Jisc.
With contributions from:
David Matthews, VLE development manager, Rose Bruford College of Theatre and Performance
James Foster, planning analyst, University of Kent
Connect more in London, 28 June 2016
Joining it all up: developing research-practice linkages in the UKHazel Hall
Seminar presentation on efforts to strengthen research-practice linkages in librarianship and information science in the UK since 2009 presented to the School of Business and Economics, Åbo Akademi University, Finland on Thursday 13th March 2014. There is a fuller report of my work visit to Finland at http://hazelhall.org/2014/03/17/social-media-and-public-libraries-a-doctoral-defence-in-finland/.
Maximised discovery of institutions digital collections - Jisc Digital Festiv...Jisc
This workshop discussed a number of services and tools that Jisc is developing to support institutions boost the discoverability of their digital collections.
Improving usage and impact of digitised resourcesAlastair Dunning
A presentation from the JISC Programme Meeting for its Content Programme for 2011 http://www.jisc.ac.uk/whatwedo/programmes/digitisation/econtent11.aspx
Some facts and figures about JISC digitisation impactPaolaMarchionni
The content of these slides (or better, the great majority of it) derives from an initial analysis of the results of a survey the JISC Content team circulated among previously funded projects in the areas of digitisation and content. Comments to each slide have been incorporated into the slides, as they are quite extensive. The survey aimed to find out more about how digitised collections were being used and the impact such projects have had on their hosting institutions and more broadly.
OCLC Research Update at ALA Chicago. June 26, 2017.OCLC
Rachel Frick, OCLC Executive Director of the OCLC Research Library Partnership, reviews some of the broad agenda items and recent publications related to the work of OCLC Research. Rachel is then joined for two presentations on specific research topics. First, Sharon Streams (OCLC Director of WebJunction) and Monika Sengul-Jones (OCLC Wikipedian-in-Residence) present on “Public Libraries and Wikipedia.” Next, Kenning Arlitsch (Dean, Montana State University Library) and Jeff Mixter (OCLC Senior Software Engineer) share their findings on “Accurate Institutional Repository Download Measurement using RAMP, the Repository Analytics and Metrics Portal.”
Leading with Technology: Social Media Tools and Mobile Apps for 21st Century...Cheryl Peltier-Davis
There is significant value in using Social Media and Mobile Apps in social, political and economic spheres of activity. Within these areas, social media tools such as Blogs, Twitter, LinkedIn, and Facebook share a common usage in supporting internal communication, collaboration, news aggregation, teaching, learning and knowledge sharing. Are there similar benefits for using social media within the spheres of Leadership and Management in Libraries? How are 21st century Library leaders utilising social media to enhance services in their organisations and connect and communicate with stakeholders? What are the opportunities and challenges associated with using social media in Libraries? This presentation seeks to address these issues.
It highlights some of the core competencies (professional and personal) that is required for library leaders to function effectively in a technologically driven environment and introduces emerging trends and concepts - cloud storage, crowdfunding, makerspaces, MOOCs, news aggregation, photo and video sharing, self-publishing, social networking, video conferencing, visualization - that can be readily adopted and adapted (‘mashed up’) in libraries and other knowledge repositories. The goal is to develop and share a toolkit of resources for 21st century library leaders who are willing to use Social Media and Mobile Apps to engage their communities, reshape and add value to the effective delivery of innovative library services.
Introduction to Implementing the Balanced Value Impact Model - Workshop for N...Simon Tanner
The Balanced Value Impact Model is intended to aid the thinking and decision making of those wishing to engage in Impact Assessment. It also acts as a guide through the process of Impact Assessment to enable the core values most appropriate to the assessment to be brought to the fore and given a balanced consideration when evaluating outcomes. It presumes that the assessment will be measuring change within an ecosystem for a digital resource.
For the purposes of this Model, the definition of Impact is: The measurable outcomes arising from the existence of a digital resource that demonstrate a change in the life or life opportunities of the community.
Who should use the BVI Model?
The aim of this workshop is to provide key information and a strong model for the following primary communities of use:
Memory institutions and cultural heritage organizations, such as libraries, museums and archives.
Funding bodies who wish to promote evidence-based impact assessment of activities they support.
Holders and custodians of special collections.
Managers, project managers and fundraisers who are seeking to justify further investment in digital resources.
Academics looking to establish digital projects and digital scholarship collaborations with collection owners.
Publishing, media and business sectors which may be considering the best means to measure the impact of their digital resources and are looking to collaborate and align with collection owners, with academia or with memory institutions.
Impact Assessment practitioners considering an Impact Assessment of a digital resource.
What the workshop will cover:
Where the value and impact can be found in digital resources,
Who are the beneficiaries gaining from the impact and value,
How to measure change and impact for digital resources,
How to do an Impact Assessment using the Balanced Value Impact Model, and
How to present a convincing evidence-based argument for digital resources?
The Workshop will include case studies of how the BVI Model is being implemented at present.
A presentation by Kathryn Eccles and Eric Meyer to the JISC workshop 'Analysing Digital Audiences for First World War Digital Content' held on 06 Septmber 2011.
Reveal Digital: innovative library crowdfunding model for open access digita...PaolaMarchionni
Slides from a webinar held on 1 Dec 2016 by Jisc and Reveal Digital on Reveal Digital's library crowdfunding model for their Independent Voices digital collection. This includes information on pledging fees for UK universities as negotiated by Jisc Collections. A recording of the webinar is available at https://goo.gl/kEHRrD.
Impacts of digital collections: EEBO and House of Commons Parliamentary PapersPaolaMarchionni
Highlights from The Impacts of digital collections report, http://microsites.oii.ox.ac.uk/tidsr/case-study/2016-idc, a study by the Oxford Internet Institute commissioned by Jisc and ProQuest. Talk given by Paola Marchionni and Zoe Loveland at UKSG 2016
Spotlight on the digital, http://digitisation.jiscinvolve.org/wp/spotlight-on-the-digital/, is a collaborative project between Jisc, RLUK and SCONUL. It sought to assess the discoverability problem in relation to digitised collections and identify practical solutions to improve their discoverability both at national/above campus level and locally at institutional level.
These slides describe a range of above campus or national “solutions” that have been identified by the project and that could support the discoverability of digitised collections.
The end is the beginning: the challenges of digital resources post-digitisationPaolaMarchionni
This is a presentation I gave to students from the Pratt Institute NY and the University of Tennessee Knoxville as part of King's College's Strand Symposium on Digital Scholarship and ePublishing in June 2013. It focuses on the challenges of sustaining digitised resources and offers:
- a cautionary tale
- some facts and figures
- some good examples
Community collections: what are the challenges? PaolaMarchionni
This brief presentation discusses some of the key challenges in setting up community collections/corwdsourcing projects. There are some notes attached to the slides with a bit of background on the projects mentioned on the slides.
An update on the progress of the projects in the JISC Content programme 2011-13 covering areas such as IPR and licencing; users consultation; parnterships; embedding resourcing in teaching, learnignand research; and technologies projects are using.
Navigating a sea of stories: new online resources from the JISC Digitisation ...PaolaMarchionni
A presentation on a selection of newly launched digital resources funded by the JISC digitisation programme 2007-2009. Also covers some of the key issues for digitisation projects.
JMeter webinar - integration with InfluxDB and GrafanaRTTS
Watch this recorded webinar about real-time monitoring of application performance. See how to integrate Apache JMeter, the open-source leader in performance testing, with InfluxDB, the open-source time-series database, and Grafana, the open-source analytics and visualization application.
In this webinar, we will review the benefits of leveraging InfluxDB and Grafana when executing load tests and demonstrate how these tools are used to visualize performance metrics.
Length: 30 minutes
Session Overview
-------------------------------------------
During this webinar, we will cover the following topics while demonstrating the integrations of JMeter, InfluxDB and Grafana:
- What out-of-the-box solutions are available for real-time monitoring JMeter tests?
- What are the benefits of integrating InfluxDB and Grafana into the load testing stack?
- Which features are provided by Grafana?
- Demonstration of InfluxDB and Grafana using a practice web application
To view the webinar recording, go to:
https://www.rttsweb.com/jmeter-integration-webinar
Securing your Kubernetes cluster_ a step-by-step guide to success !KatiaHIMEUR1
Today, after several years of existence, an extremely active community and an ultra-dynamic ecosystem, Kubernetes has established itself as the de facto standard in container orchestration. Thanks to a wide range of managed services, it has never been so easy to set up a ready-to-use Kubernetes cluster.
However, this ease of use means that the subject of security in Kubernetes is often left for later, or even neglected. This exposes companies to significant risks.
In this talk, I'll show you step-by-step how to secure your Kubernetes cluster for greater peace of mind and reliability.
Dev Dives: Train smarter, not harder – active learning and UiPath LLMs for do...UiPathCommunity
💥 Speed, accuracy, and scaling – discover the superpowers of GenAI in action with UiPath Document Understanding and Communications Mining™:
See how to accelerate model training and optimize model performance with active learning
Learn about the latest enhancements to out-of-the-box document processing – with little to no training required
Get an exclusive demo of the new family of UiPath LLMs – GenAI models specialized for processing different types of documents and messages
This is a hands-on session specifically designed for automation developers and AI enthusiasts seeking to enhance their knowledge in leveraging the latest intelligent document processing capabilities offered by UiPath.
Speakers:
👨🏫 Andras Palfi, Senior Product Manager, UiPath
👩🏫 Lenka Dulovicova, Product Program Manager, UiPath
UiPath Test Automation using UiPath Test Suite series, part 3DianaGray10
Welcome to UiPath Test Automation using UiPath Test Suite series part 3. In this session, we will cover desktop automation along with UI automation.
Topics covered:
UI automation Introduction,
UI automation Sample
Desktop automation flow
Pradeep Chinnala, Senior Consultant Automation Developer @WonderBotz and UiPath MVP
Deepak Rai, Automation Practice Lead, Boundaryless Group and UiPath MVP
GDG Cloud Southlake #33: Boule & Rebala: Effective AppSec in SDLC using Deplo...James Anderson
Effective Application Security in Software Delivery lifecycle using Deployment Firewall and DBOM
The modern software delivery process (or the CI/CD process) includes many tools, distributed teams, open-source code, and cloud platforms. Constant focus on speed to release software to market, along with the traditional slow and manual security checks has caused gaps in continuous security as an important piece in the software supply chain. Today organizations feel more susceptible to external and internal cyber threats due to the vast attack surface in their applications supply chain and the lack of end-to-end governance and risk management.
The software team must secure its software delivery process to avoid vulnerability and security breaches. This needs to be achieved with existing tool chains and without extensive rework of the delivery processes. This talk will present strategies and techniques for providing visibility into the true risk of the existing vulnerabilities, preventing the introduction of security issues in the software, resolving vulnerabilities in production environments quickly, and capturing the deployment bill of materials (DBOM).
Speakers:
Bob Boule
Robert Boule is a technology enthusiast with PASSION for technology and making things work along with a knack for helping others understand how things work. He comes with around 20 years of solution engineering experience in application security, software continuous delivery, and SaaS platforms. He is known for his dynamic presentations in CI/CD and application security integrated in software delivery lifecycle.
Gopinath Rebala
Gopinath Rebala is the CTO of OpsMx, where he has overall responsibility for the machine learning and data processing architectures for Secure Software Delivery. Gopi also has a strong connection with our customers, leading design and architecture for strategic implementations. Gopi is a frequent speaker and well-known leader in continuous delivery and integrating security into software delivery.
Elevating Tactical DDD Patterns Through Object CalisthenicsDorra BARTAGUIZ
After immersing yourself in the blue book and its red counterpart, attending DDD-focused conferences, and applying tactical patterns, you're left with a crucial question: How do I ensure my design is effective? Tactical patterns within Domain-Driven Design (DDD) serve as guiding principles for creating clear and manageable domain models. However, achieving success with these patterns requires additional guidance. Interestingly, we've observed that a set of constraints initially designed for training purposes remarkably aligns with effective pattern implementation, offering a more ‘mechanical’ approach. Let's explore together how Object Calisthenics can elevate the design of your tactical DDD patterns, offering concrete help for those venturing into DDD for the first time!
DevOps and Testing slides at DASA ConnectKari Kakkonen
My and Rik Marselis slides at 30.5.2024 DASA Connect conference. We discuss about what is testing, then what is agile testing and finally what is Testing in DevOps. Finally we had lovely workshop with the participants trying to find out different ways to think about quality and testing in different parts of the DevOps infinity loop.
Epistemic Interaction - tuning interfaces to provide information for AI supportAlan Dix
Paper presented at SYNERGY workshop at AVI 2024, Genoa, Italy. 3rd June 2024
https://alandix.com/academic/papers/synergy2024-epistemic/
As machine learning integrates deeper into human-computer interactions, the concept of epistemic interaction emerges, aiming to refine these interactions to enhance system adaptability. This approach encourages minor, intentional adjustments in user behaviour to enrich the data available for system learning. This paper introduces epistemic interaction within the context of human-system communication, illustrating how deliberate interaction design can improve system understanding and adaptation. Through concrete examples, we demonstrate the potential of epistemic interaction to significantly advance human-computer interaction by leveraging intuitive human communication strategies to inform system design and functionality, offering a novel pathway for enriching user-system engagements.
GraphRAG is All You need? LLM & Knowledge GraphGuy Korland
Guy Korland, CEO and Co-founder of FalkorDB, will review two articles on the integration of language models with knowledge graphs.
1. Unifying Large Language Models and Knowledge Graphs: A Roadmap.
https://arxiv.org/abs/2306.08302
2. Microsoft Research's GraphRAG paper and a review paper on various uses of knowledge graphs:
https://www.microsoft.com/en-us/research/blog/graphrag-unlocking-llm-discovery-on-narrative-private-data/
Spotlight on the Digital: increase discovery of your digital resources
1. “If I can't find it, I can't use it.”
Make sure your digitised resources are easy to discover
The Spotlight on the Digital project http://bit.ly/Spotlight_project
Paola Marchionni, Head of digital resources, Jisc 4 Sep 2014
2. A treasure chest at the bottom of the sea
The Spotlight project found that digitised collections are like a treasure chest at the
bottom of the sea: it’s there but not many people can find it.
3. Surfacing the treasure chest
Spotlight investigated this challenge and identified practical solutions for “surfacing
the jewels”, so that collections become more discoverable through the channels most
commonly accessed by users .
3
Databases,
library
catalogues
Personal
recommendations
4. Surfacing the treasure chest
Survey of Academics 2012
- ~ 40% …. begin their research processes at a
general purpose search engine on the
internet or world wide web
- ~ one-third … begin their research at a
specific electronic research resource
- ~ less than 15% … start with an online
library catalogue or a national or
international catalogue or database
- only a very few (2%) reported starting their
research with a visit to the library building
4
Personal
recommendations
Databases,
library
catalogues
Survey of Academics 2012, Ithaka S+R, Jisc, RLUK, p21
http://repository.jisc.ac.uk/5209/1/UK_Survey_of_Academics_2012_FINAL.pdf
Spotlight literature review of discovery behaviours
http://bit.ly/Spotlight_behaviours/
6. The Spotlight on the Digital project
What is it?
Partnership project between Jisc, RLUK, SCONUL (Jun ‘13-Jan ‘14).
http://bit.ly/Spotlight_project
Part of Jisc co-design pilot programme to tackle sector’s concerns and
develop new products and services http://www.jisc.ac.uk/research/funding
Phase 2 starts in September 2014 and will last 2 years
Aim
define the discoverability problem in relation to digitised collections
identify practical solutions to improve their discoverability
7. What Spotlight did
Project gathered quantitative and qualitative evidence from:
Expert group mtgs (15 library managers, curators and academics)
Literature review on online information seeking behaviour
http://bit.ly/Spotlight_behaviours
Web-based assessment of 217 collections digitised between 1998-2003
funded by AHRC, Jisc and the New Opportunities Fund (of which 177 still live
underwent manual and automated tests) http://bit.ly/Spotlight_outputs
8. What Spotlight did
Technical forum – 18 technical practitioners and managers
Library focus groups – involving 24 library and collection managers from HE
institutions and National Libraries
Library online survey – HE libraries with experience of digitisation (31 full
institutional responses)
Caveat – no access to usage figures for digitised collections. Web assessment
tests more about testing good practice for web publishing not level of usage
or impact of collections as such.
9. What Spotlight found
Global search engines – search engines (such as Google)
represent for the majority the default mechanism for
discovering. But surveyed libraries believe key channels are open Institutional
Repository first, and then Google and the Discovery Layer second.
Popular web-scale channels – Channels such as
Wikipedia and Flickr are regarded as starting points for
students and researchers
Social recommendation – The impact of recommendation and in
particular the roles of experts and peers should not be
underestimated; it may become more explicit as online ‘social’ services
achieve critical mass and become more embedded in practice.
10. What Spotlight found
Undiscoverable collections – Some collections become “lost” to the web over
time (about 20% of the web assessment sample). Reasons range from poor
exposure to search engines to the loss of web access to the content itself to
relocation within other collections or aggregation services – which doesn’t
necessarily mean that collections don’t exist anymore.
Undiscoverable items – Items, as opposed to collections, are at most danger of
being “lost” (only about 50% of items assessed appeared on the first page of
Google results using the item name or title). http://bit.ly/Spotlight_items
11. Collections and item level performance tests
Vertical axes indicate highest possible scores, horizontal axes indicate all collections tested (177) From top left clock wise:
1) Collections search engine discoverability: generally score well/least badly as illustrated by less steep fall-off across the sample
2) Two items discoverability: difference in scores between best and worst is greater than for collections, fall-off is quite steady
3) Wikipedia: very strong performance of some of the overall best scorers, spikes of those who do/do not work on Wikipedia citations
4) Social media (twitter): strong leading group followed by a sharp fall-off.
These tests reveal degree of adoption of best practice and where there is scope for improvement – not “absolute” discoverability/use
12. Some great examples of good practice
http://sounds.bl.uk
http://www.oucs.ox.ac.uk/ww1lit
http://en.wikivet.net/OVAL
http://cudl.lib.cam.ac.uk/collections/newton
http://www.zandrarhodes.ucreative.ac.uk/
Examples of good practice in discoverability from a variety of institutions, collection types and
formats
14. #1: practical guides to improve discovery
9 inter-related guides covering:
• make Google searches work for you
• use social media
• learn to use content aggregators
• make collections available for
teaching and learning
• use popular web sites to reach
broader audiences
• improve the user experience
• reach academic researchers
• create collection champions
• integrate with your organisation’s
systems
Spotlight produced practical bite-size guides for creators of digitised collections covering 9
areas to improve discoverability http://bit.ly/Spotlight_guide
15. All guides have same structure and some content items are in common.
16.
17.
18.
19. Related Jisc resources
Crowdsourcing: the wiki
way of working
Toolkit for the Impact of Digitised
Scholarly Resources (TIDSR)
Crowdsourcing: the wiki way of working http://bit.ly/crowdsourcing_jiscinfonet
TIDSR: http://microsites.oii.ox.ac.uk/tidsr
20. #2: tools technical specifications
National Library of Wales
Tool to assess and manage the
discoverability of online
resources
University of Sheffield
Tool to develop discovery-friendly
records
Technical specifications for tools to support collection managers with tasks that would make
discovery of content easier http://bit.ly/Spotlight_outputs
21. #3: Above campus recommendations
Final report identified 7 areas for above-campus
interventions:
o capacity building
o aggregations
o foresight group
o reliable reference service for automated url
checking
o software tools
o content promotion
o licensing services
Final report and recommendations at http://bit.ly/Spotlight_report
22. All Spotlight All Spotlight outputs
Online guides Make your digital resources easier to discover
Final report
Technical specifications for tools to support collection managers with tasks that
would make discovery of content easier
Web-based assessment of the discoverability of a sample of 177 digitsed
resources
Literature review on online user behaviours
Online survey with libraries
All outputs at http://bit.ly/Spotlight_outputs
23. All Spotlight Next steps
Spotlight has funding for phase 2: £200,000 over 2 years
Phase 2 starts Sep 2014
Prioritisation of above campus recommendations to identify viable services,
tools and resources to develop, deliver and sustain
Development of online guide
Further consultation and community engagement activities
If you are interested in taking part in phase 2, please get in touch!
24. Thank you
Paola Marchionni, Jisc
Head of digital resources for teaching, learning and research
p.marchionni@jisc.ac.uk@paolamarchionni
Digital Humanities Congress, Sheffield, 4-6 Sep 2014
25. Image credits
• Treasure chest - Fernando Gregory
https://www.flickr.com/photos/63082794@N00/6030879386/lightbox/?q=treasure%20chest%20sea
• Social recommendation icon http://tinyurl.com/q2h2hyr
CC Attribution - apart for the above images
Editor's Notes
This survey also brings out a difference between searching to find a known resource, and searching to find new resources. For new resources a general search engine such as Google is the most likely starting point. For finding known resources, while many (around a quarter) also start with a general search engine it is more likely that the search will start either with the online library or a specific academic research resource. Engaging with peers rises to the top when considering methods of keeping up with the latest developments in a research field.
Overall, the largest share of respondents–about 40%–indicated that they begin their research processes at a general purpose search engine on the internet or world wide web. A slightly smaller share–about one-third of respondents– indicated that they begin their research at a specific electronic research resource/ computer database. A relatively smaller share–slightly less than 15% each–of respondents reported starting with an online library catalogue or a national or international catalogue or database, and only a very few (2%) reported starting their research with a visit to the library building
http://repository.jisc.ac.uk/5209/1/UK_Survey_of_Academics_2012_FINAL.pdf p. 21
This survey also brings out a difference between searching to find a known resource, and searching to find new resources. For new resources a general search engine such as Google is the most likely starting point. For finding known resources, while many (around a quarter) also start with a general search engine it is more likely that the search will start either with the online library or a specific academic research resource. Engaging with peers rises to the top when considering methods of keeping up with the latest developments in a research field.
On final report it says 217
Caveat: From Web assessment report: Tests such as the ones described in this document at best offer only proxy measures for discoverability. Many of the tests described assess how far digitised collections follow established good practice for web publishing, and we can see that there are examples where good practice has been completely ignored but a Google search for an item by name, or by relevant search terms still finds the specific item within the collection easily. Anecdotally such cases seem linked to rare or unique items (e.g. a particular manuscript), while non-unique items (e.g. common objects, such a ‘spear’, where the context or description is what offers added value) can fare badly in terms of discoverability no matter what good practice is followed.
However, despite these limitations the assessments do highlight areas where good practice is not being followed, and so offer some insight into what actions could be taken to improve the discoverability of these digital collections.
Global search enginges: Regardless of the role and experience of the individual, search engines (such as Google) represent for the majority the default mechanism for discovering and locating content. However, the Spotlight survey (Question 11) indicates that a majority of institutions believe that the three key discovery mechanisms are, in order, the Institutional Repository, Google and the selected Discovery Layer.
Collection score – Search Engine discoverability (Scored out of 38) - This covers the manually assessed search engine discoverability tests (within Area 1 above).
URL well formed? Page title present? Page title well formed? Page description present? Title search ranking on Google page 1? Can be found using "sensible" related search terms?
Collections generally score well / least badly here – as illustrated by the less steep fall-off of across the sample and the relatively less poor lower scores.
Guidebook
High level categories
Point about technical things but it’s about sustainability under a numebr of different aspects (technical, editorial, comms and marketing; relevance to res, teahc, and learn, champions)
Institutional capacity building - Projects delivering explicit capacity development outcomes for the project partners and resulting in open best practice documentation
Role of aggregations - Engaging aggregators in content rehabilitation, transfer and mirroring projects to ensure that key digitised content is sustainably discoverable
Foresight group - Expert group meetings, assessing socio-technical trends and posting open advice
Reliable reference service - Development and operation of an automated online link checking and notification service and supporting website
Software Tools - Small open source software projects to develop tools, building on existing code
Content promotion - Strategically targeted press and social media activity, working in tandem with institutions, seeking national recognition and community amplification
Content licensing - Legally informed work to establish open licensing with rights clearance for both previously and newly digitised content where there is an appropriate level of interest