Highcharts and Elsevier share recent research into making interactive web charts more accessible. Our usability studies focused on three areas, including stacked column charts, scatter plots, and charts with drill-down interactivity. We will share design considerations for keyboard navigation and the understandability of non-visual representations of data visualizations.
Customer service satisfaction in a library 2.0 environmentFe Angela Verzosa
lecture presented at the 3-day seminar sponsored by PLAI - Cagayan Valley Region Librarians Council (CaVRLC) on the theme “Library 2.0 Environment: Challenges and Opportunities” held at Saint Mary’s University, Bayombong, Nueva Vizcaya, 15 February 2012
Ontology and Ontology Libraries: a Critical StudyDebashisnaskar
The concept of digital library revolutionized its popularity with the development of networking technology. Digital library stores various kind of documents in digitized format that enables user smooth access to these documents at subsidized costs. In the recent past, a similar concept i.e., ontology library has gained popularity among the communities like semantic web, artificial intelligence, information science, philosophy, linguistics, and so forth.
Customer service satisfaction in a library 2.0 environmentFe Angela Verzosa
lecture presented at the 3-day seminar sponsored by PLAI - Cagayan Valley Region Librarians Council (CaVRLC) on the theme “Library 2.0 Environment: Challenges and Opportunities” held at Saint Mary’s University, Bayombong, Nueva Vizcaya, 15 February 2012
Ontology and Ontology Libraries: a Critical StudyDebashisnaskar
The concept of digital library revolutionized its popularity with the development of networking technology. Digital library stores various kind of documents in digitized format that enables user smooth access to these documents at subsidized costs. In the recent past, a similar concept i.e., ontology library has gained popularity among the communities like semantic web, artificial intelligence, information science, philosophy, linguistics, and so forth.
The identity of the library is closely bound with its collections. In a print world, this made sense, as the central role of the library was to place materials close to the user and arrange them for effective use.
However, in a network environment this is no longer the case. Lorcan Dempsey, Vice President, Membership and Research, and Chief Strategist at the Online Computer Library Center, will discuss the following three trends that are changing the character of library collections:
The facilitated collection, where the library connects users to resources of interest to their research and learning needs, whether or not they are assembled locally.
The collective collection, where libraries begin to think about moving to shared environments to manage their collections and assuming collective responsibility for stewardship of the scholarly record.
The inside-out collection, where libraries work with other campus partners to support the creation, management and disclosure of institutional materials—research data, special collections, and so on. Here the library supports the creative enterprise of scholarship directly. Together, these trends are changing how we think about collections, libraries, and services to their users.
Together, these trends are changing how we think about collections, libraries, and services to their users.
The Thomas Lecture Series honors the outstanding work that Shirley K. Baker, former Vice Chancellor for Scholarly Resources & Dean of University Libraries, led in the areas of networked information and resource sharing.
Microsoft Power Stack 2019 [Power BI, Excel, Azure & Friends]Olivier Travers
Making sense of Microsoft's renewed push in the business intelligence sector with:
- Power BI including Power BI Report Server, Premium, Embedded, APIs...
- Excel
- Flow, PowerApps. SharePoint, Teams
- SQL Server
- Azure IaaS / PaaS / SaaS
[Latest update: mid-2019] I have put an inordinate amount of research time to keep this presentation up to date since its original publication in February 2017. The latest version is available upon request for a reasonable fee and for my consulting clients, don't hesitate to contact me to discuss your project.
Olivier Travers
olivier@needlestacker.com
This is a power-point about Networking and Resource Sharing in Library and Information Services: the case study of Consortium Building
Prepared By: May Joyce M. Dulnuan
Hierarchical clustering in Python and beyondFrank Kelly
Clustering of data is an increasingly important task for many data scientists. This talk will explore the challenge of hierarchical clustering of text data for summarisation purposes. We'll take a look at some great solutions now available to Python users including the relevant Scikit Learn libraries, via Elasticsearch (with the carrot2 plugin), and check out visualisations from both approaches.
https://www.youtube.com/watch?v=KFs9pBAetOo
A great deal of your time university will be spent thinking; thinking about what people have said,
what you have read, what you yourself are thinking and how your thinking has changed. It is
generally believed that the thinking process involves two aspects: reflective thinking and critical
thinking. They are not separate processes; rather, they are closely connected (Brookfield 1987).
Power BI vs Tableau - An Overview from EPC Group.pptxEPC Group
Power BI and Tableau are two dominating business intelligence technologies, and many enterprises use either of them. Both the tools collect, integrate, analyze, and present business data. They assist you in performing data analysis, data manipulation, and data visualization to extract sense from raw business data.
Businesses, learners, and practitioners often find it hard to decide which tool is best for them. We organized this webinar to discuss some significant differences between Power BI and Tableau and help you find the best BI tool suiting your requirements.
Key Points of Discussion:
-History of Power BI and Tableau
-Cost of Power BI and Tableau
-Performance and Functionality of -Power BI vs. Tableau
-User Interface of Power BI and Tableau
-Data Sources in Power BI and Tableau
From: Linked Data: what cataloguers need to know. A CIG event. 25 November 2013, Birmingham. #cigld
http://www.cilip.org.uk/cataloguing-and-indexing-group/events/linked-data-what-cataloguers-need-know-cig-event
Accompanying write-up from Catalogue & Index 174: http://discovery.ucl.ac.uk/1449460/
Presented to The Ottawa IT Community Meetup Group (Ottawa SQL - PASS Chapter) on Thursday September 19
Powerful Self-Service BI in Excel 2013 - Data search and discovery with Power Query (formerly "Data Explorer"), analyzing and modeling with Power Pivot, visualizing and exploring with Power View and Power Map (formerly codename "GeoFlow")
Power BI is a business analytics service that enables you to see all of your data through a single pane of glass. Live Power BI dashboards and reports...
CSUN 2023 Automated Descriptions 3 March 2023 TG.pptxTed Gies
Highcharts is a world leading provider of accessible charting tools for the web, used by 80 of the top 100 Fortune companies. Recently Highcharts and global publishing company Elsevier’s Digital Accessibility Team collaborated to provide better accessibility for line charts with large datasets. Line charts are often used to visualize datasets with thousands of data points. This presents a challenge for non-visual access, as providing access to individual data points is not sufficient. A reader of a line chart with a large amount of data will aim to extract information about trends, patterns, and outliers from the chart. Can we make this information more accessible by communicating it through text and sound? What is the most intuitive way to experience this data through sound? And to which extent can we automate the text description? Human authored text descriptions of charts are historically difficult to beat, but can in many cases be impractical – such as where data is dynamically loaded in real-time. Automated text descriptions can also be designed to be more objective and less prone to biases. Will users be able to trust these descriptions? Will they still prefer those created by a human? With each of the new accessibility research questions we will provide user feedback from non-sighted users on our approaches. We will share findings about best practices, and show screen reader demos to help illustrate design considerations.
CSUN 2020 Accessible Visualizations: Maps, Annotations, and Spark linesTed Gies
Highcharts and Elsevier share recent research into making web maps, chart annotations, and sparklines more accessible. Presented by Ted Gies and Øystein Moseng.
The identity of the library is closely bound with its collections. In a print world, this made sense, as the central role of the library was to place materials close to the user and arrange them for effective use.
However, in a network environment this is no longer the case. Lorcan Dempsey, Vice President, Membership and Research, and Chief Strategist at the Online Computer Library Center, will discuss the following three trends that are changing the character of library collections:
The facilitated collection, where the library connects users to resources of interest to their research and learning needs, whether or not they are assembled locally.
The collective collection, where libraries begin to think about moving to shared environments to manage their collections and assuming collective responsibility for stewardship of the scholarly record.
The inside-out collection, where libraries work with other campus partners to support the creation, management and disclosure of institutional materials—research data, special collections, and so on. Here the library supports the creative enterprise of scholarship directly. Together, these trends are changing how we think about collections, libraries, and services to their users.
Together, these trends are changing how we think about collections, libraries, and services to their users.
The Thomas Lecture Series honors the outstanding work that Shirley K. Baker, former Vice Chancellor for Scholarly Resources & Dean of University Libraries, led in the areas of networked information and resource sharing.
Microsoft Power Stack 2019 [Power BI, Excel, Azure & Friends]Olivier Travers
Making sense of Microsoft's renewed push in the business intelligence sector with:
- Power BI including Power BI Report Server, Premium, Embedded, APIs...
- Excel
- Flow, PowerApps. SharePoint, Teams
- SQL Server
- Azure IaaS / PaaS / SaaS
[Latest update: mid-2019] I have put an inordinate amount of research time to keep this presentation up to date since its original publication in February 2017. The latest version is available upon request for a reasonable fee and for my consulting clients, don't hesitate to contact me to discuss your project.
Olivier Travers
olivier@needlestacker.com
This is a power-point about Networking and Resource Sharing in Library and Information Services: the case study of Consortium Building
Prepared By: May Joyce M. Dulnuan
Hierarchical clustering in Python and beyondFrank Kelly
Clustering of data is an increasingly important task for many data scientists. This talk will explore the challenge of hierarchical clustering of text data for summarisation purposes. We'll take a look at some great solutions now available to Python users including the relevant Scikit Learn libraries, via Elasticsearch (with the carrot2 plugin), and check out visualisations from both approaches.
https://www.youtube.com/watch?v=KFs9pBAetOo
A great deal of your time university will be spent thinking; thinking about what people have said,
what you have read, what you yourself are thinking and how your thinking has changed. It is
generally believed that the thinking process involves two aspects: reflective thinking and critical
thinking. They are not separate processes; rather, they are closely connected (Brookfield 1987).
Power BI vs Tableau - An Overview from EPC Group.pptxEPC Group
Power BI and Tableau are two dominating business intelligence technologies, and many enterprises use either of them. Both the tools collect, integrate, analyze, and present business data. They assist you in performing data analysis, data manipulation, and data visualization to extract sense from raw business data.
Businesses, learners, and practitioners often find it hard to decide which tool is best for them. We organized this webinar to discuss some significant differences between Power BI and Tableau and help you find the best BI tool suiting your requirements.
Key Points of Discussion:
-History of Power BI and Tableau
-Cost of Power BI and Tableau
-Performance and Functionality of -Power BI vs. Tableau
-User Interface of Power BI and Tableau
-Data Sources in Power BI and Tableau
From: Linked Data: what cataloguers need to know. A CIG event. 25 November 2013, Birmingham. #cigld
http://www.cilip.org.uk/cataloguing-and-indexing-group/events/linked-data-what-cataloguers-need-know-cig-event
Accompanying write-up from Catalogue & Index 174: http://discovery.ucl.ac.uk/1449460/
Presented to The Ottawa IT Community Meetup Group (Ottawa SQL - PASS Chapter) on Thursday September 19
Powerful Self-Service BI in Excel 2013 - Data search and discovery with Power Query (formerly "Data Explorer"), analyzing and modeling with Power Pivot, visualizing and exploring with Power View and Power Map (formerly codename "GeoFlow")
Power BI is a business analytics service that enables you to see all of your data through a single pane of glass. Live Power BI dashboards and reports...
CSUN 2023 Automated Descriptions 3 March 2023 TG.pptxTed Gies
Highcharts is a world leading provider of accessible charting tools for the web, used by 80 of the top 100 Fortune companies. Recently Highcharts and global publishing company Elsevier’s Digital Accessibility Team collaborated to provide better accessibility for line charts with large datasets. Line charts are often used to visualize datasets with thousands of data points. This presents a challenge for non-visual access, as providing access to individual data points is not sufficient. A reader of a line chart with a large amount of data will aim to extract information about trends, patterns, and outliers from the chart. Can we make this information more accessible by communicating it through text and sound? What is the most intuitive way to experience this data through sound? And to which extent can we automate the text description? Human authored text descriptions of charts are historically difficult to beat, but can in many cases be impractical – such as where data is dynamically loaded in real-time. Automated text descriptions can also be designed to be more objective and less prone to biases. Will users be able to trust these descriptions? Will they still prefer those created by a human? With each of the new accessibility research questions we will provide user feedback from non-sighted users on our approaches. We will share findings about best practices, and show screen reader demos to help illustrate design considerations.
CSUN 2020 Accessible Visualizations: Maps, Annotations, and Spark linesTed Gies
Highcharts and Elsevier share recent research into making web maps, chart annotations, and sparklines more accessible. Presented by Ted Gies and Øystein Moseng.
CSUN 2024 Simplifying Accessible Data Visualizations - 5 April 2024.pptxTed Gies
Highcharts and Elsevier share recent research into making interactive web charts more accessible. Our usability studies focused on improving intelligibility and understandability of non-visual user experiences of graphs and charts. We will share findings around the design of use case-based text descriptions and personalized charts. When we started our research into screen reader friendly charts eight years ago, we challenged the notion that a table version of the data was an equivalent and sufficiently accessible alternative. Since then, we’ve explored many features such as automated data point and structure descriptions, human created descriptions, and sonification or tones. We will share our research into examining different information seeking modes or use cases. What is the ideal user experience for use cases of: data point examination, identification of trends, and main idea extraction? Based upon these modes we will propose optimal designs for accessible data visualization consumption. With each of the new accessibility research questions we will provide real user feedback from non-sighted users on our approach. We will also show screen reader demos to help illustrate design considerations.
This presentation goes over Data Mining the City, a course taught at Columbia University GSAPP. This lecture also covers, complexity, cybernetics and agent based modeling.
Bigger and Better: Employing a Holistic Strategy for Big Data toward a Strong...IT Network marcus evans
Bigger and Better: Employing a Holistic Strategy for Big Data toward a Strong Value-Adding Proposition
by Patrick Hadley, Australian Bureau of Statistics at the Australian CIO Summit 2014
Data and Analytics Career Paths, Presented at IEEE LYC'19.
About Speaker:
Ahmed Amr is a Data/Analytics Engineer at Rubikal, where he leads, develops, and creates daily data/analytics operations, which includes data ingestion , data streaming, data warehousing, and analytical dashboards. Ahmed is graduated from Computer Engineering Department, Alexandria University; and he is currently pursuing his MSc degree in Computer Science, AAST. Professionally, Ahmed worked with Egyptian/US startups such as (Badr, Incorta, WhoKnows) to develop their data/analytics projects. Academically, Ahmed worked as a Teaching Assistant in CS department, AAST. Ahmed helps software companies to develop robust data engineering infrastructure, and powerful analytical insights.
References:
1) https://www.datacamp.com/community/tutorials/data-science-industry-infographic
2) Analytics: The real-world use of big data, IBM, Executive Report
Connecting Scenario Approaches with Scenario ToolsRPO America
During the 2017 National Regional Transportation Conference, Ian Varley provided case study examples from City Explained, LLC's work using scenario analysis.
The slide has details on below points:
1. Introduction to Machine Learning
2. What are the challenges in acceptance of Machine Learning in Banks
3. How to overcome the challenges in adoption of Machine Learning in Banks
4. How to find new use cases of Machine Learning
5. Few current interesting use cases of Machine Learning
Please contact me (shekup@gmail.com) or connect with me on LinkedIn (https://www.linkedin.com/in/shekup/) for more explanation on ML and how it may help your business.
The slides are inspired by:
Survey & interviews done by me with Bankers & Technology Professionals
Presentation from Google NEXT 2017
Presentation by DATUM on Youtube
Royal Society Machine Learning
Big Data & Social Analytics Course from MIT & GetSmarter
Social Network Analysis Introduction including Data Structure Graph overview. Doug Needham
Social Network Analysis Introduction including Data Structure Graph overview. Given in Cincinnati August 18th 2015 as part of the DataSeed Meetup group.
Introduction to information visualisation for humanities PhDsMia
Training workshop for the CHASE Arts and Humanities in the Digital Age programme. (
This session will give you an overview of a variety of techniques and tools available for data visualisation and analysis in the humanities. You will learn about common types of visualisations and the role of exploratory and explanatory visualisations, explore examples of scholarly visualisations, try some visualisation tools, and know where to find further information about analysing and building data visualisations.
Similar to Accessible Next Level Visualizations (20)
Historically, VPATs or (Accessibility Conformance Reports) have been the way in which to measure and document compliance with a number of standards including (WCAG, US 508, and EN 301 549). Companies which produce many products often produce many VPATs to help meet the needs of customers and internal stakeholders. Within VPATs, there is a wealth of data generated that, if fully leveraged, can provide insights into a company’s accessibility estate. Data can be derived from VPATs such as the distribution of checkpoints that are fully, partially, and not supported. This data can be mined, aggregated, and sliced in ways to help provide larger insights. Elsevier has a large number of products, and we used this data analytics approach to compare and rank using data from dozens of accessibility evaluations. We will share the story of why this became necessary for us, and the eventual decisions that led to our current iteration. We will also go over the benefits of ranking products against each other and how it breeds competitiveness, especially in an organization that takes accessibility seriously. We will also share the success stories of how this comparison has driven accessibility remediation efforts across numerous products. We will also go over the limitations of these analytics and any current issues they still have.
Elsevier will share our VPAT service package model which integrates a WCAG 2.0 evaluation document, score card, fix list, and a new analytical chart ranking.
Highsoft AS and Elsevier share upgrades to the accessible Higcharts visualization library including research around sonification and speech input. Presented by 2. Øystein Moseng and Ted Gies.
Accessibility in the Engineering Village CSUN 2019Ted Gies
Engineering Village is a comprehensive research database for engineers. We share our approach to accessibility along with recent user research and an accessible research dashboard. Presented by Elsevier Ted Gies and Jay Nemchik.
Elsevier, one of the largest international publishers in Science, recently committed to an Accessibility Policy which prescribes web products to adhere to WCAG 2.0.
CSUN 2018 Dont Play Me - 2 Games in Web AccessibilityTed Gies
We redesigned the medical terminology e course Medical Millionaire to be accessible. Separately we created a game format to crowdsource accessibility reviews using a guild.
Elsevier has responded to hundreds of customer requests for VPATs around 508 compliance. We will discuss the business significance and our approach to handling requests.
CSUN 2012: ScienceDirect Article Of The Future CollaborationTed Gies
These slides were presented by Hadi Rangin and myself at CSUN 2012, The International Technology and Persons with Disabilities Conference. The topic was the ongoing collaboration between Elsevier and university experts in accessibility such as University of Illinois Urbana/Champaign.
Enhancing Research Orchestration Capabilities at ORNL.pdfGlobus
Cross-facility research orchestration comes with ever-changing constraints regarding the availability and suitability of various compute and data resources. In short, a flexible data and processing fabric is needed to enable the dynamic redirection of data and compute tasks throughout the lifecycle of an experiment. In this talk, we illustrate how we easily leveraged Globus services to instrument the ACE research testbed at the Oak Ridge Leadership Computing Facility with flexible data and task orchestration capabilities.
TROUBLESHOOTING 9 TYPES OF OUTOFMEMORYERRORTier1 app
Even though at surface level ‘java.lang.OutOfMemoryError’ appears as one single error; underlyingly there are 9 types of OutOfMemoryError. Each type of OutOfMemoryError has different causes, diagnosis approaches and solutions. This session equips you with the knowledge, tools, and techniques needed to troubleshoot and conquer OutOfMemoryError in all its forms, ensuring smoother, more efficient Java applications.
A Comprehensive Look at Generative AI in Retail App Testing.pdfkalichargn70th171
Traditional software testing methods are being challenged in retail, where customer expectations and technological advancements continually shape the landscape. Enter generative AI—a transformative subset of artificial intelligence technologies poised to revolutionize software testing.
OpenFOAM solver for Helmholtz equation, helmholtzFoam / helmholtzBubbleFoamtakuyayamamoto1800
In this slide, we show the simulation example and the way to compile this solver.
In this solver, the Helmholtz equation can be solved by helmholtzFoam. Also, the Helmholtz equation with uniformly dispersed bubbles can be simulated by helmholtzBubbleFoam.
Custom Healthcare Software for Managing Chronic Conditions and Remote Patient...Mind IT Systems
Healthcare providers often struggle with the complexities of chronic conditions and remote patient monitoring, as each patient requires personalized care and ongoing monitoring. Off-the-shelf solutions may not meet these diverse needs, leading to inefficiencies and gaps in care. It’s here, custom healthcare software offers a tailored solution, ensuring improved care and effectiveness.
Globus Compute wth IRI Workflows - GlobusWorld 2024Globus
As part of the DOE Integrated Research Infrastructure (IRI) program, NERSC at Lawrence Berkeley National Lab and ALCF at Argonne National Lab are working closely with General Atomics on accelerating the computing requirements of the DIII-D experiment. As part of the work the team is investigating ways to speedup the time to solution for many different parts of the DIII-D workflow including how they run jobs on HPC systems. One of these routes is looking at Globus Compute as a way to replace the current method for managing tasks and we describe a brief proof of concept showing how Globus Compute could help to schedule jobs and be a tool to connect compute at different facilities.
Developing Distributed High-performance Computing Capabilities of an Open Sci...Globus
COVID-19 had an unprecedented impact on scientific collaboration. The pandemic and its broad response from the scientific community has forged new relationships among public health practitioners, mathematical modelers, and scientific computing specialists, while revealing critical gaps in exploiting advanced computing systems to support urgent decision making. Informed by our team’s work in applying high-performance computing in support of public health decision makers during the COVID-19 pandemic, we present how Globus technologies are enabling the development of an open science platform for robust epidemic analysis, with the goal of collaborative, secure, distributed, on-demand, and fast time-to-solution analyses to support public health.
Top Features to Include in Your Winzo Clone App for Business Growth (4).pptxrickgrimesss22
Discover the essential features to incorporate in your Winzo clone app to boost business growth, enhance user engagement, and drive revenue. Learn how to create a compelling gaming experience that stands out in the competitive market.
Exploring Innovations in Data Repository Solutions - Insights from the U.S. G...Globus
The U.S. Geological Survey (USGS) has made substantial investments in meeting evolving scientific, technical, and policy driven demands on storing, managing, and delivering data. As these demands continue to grow in complexity and scale, the USGS must continue to explore innovative solutions to improve its management, curation, sharing, delivering, and preservation approaches for large-scale research data. Supporting these needs, the USGS has partnered with the University of Chicago-Globus to research and develop advanced repository components and workflows leveraging its current investment in Globus. The primary outcome of this partnership includes the development of a prototype enterprise repository, driven by USGS Data Release requirements, through exploration and implementation of the entire suite of the Globus platform offerings, including Globus Flow, Globus Auth, Globus Transfer, and Globus Search. This presentation will provide insights into this research partnership, introduce the unique requirements and challenges being addressed and provide relevant project progress.
Prosigns: Transforming Business with Tailored Technology SolutionsProsigns
Unlocking Business Potential: Tailored Technology Solutions by Prosigns
Discover how Prosigns, a leading technology solutions provider, partners with businesses to drive innovation and success. Our presentation showcases our comprehensive range of services, including custom software development, web and mobile app development, AI & ML solutions, blockchain integration, DevOps services, and Microsoft Dynamics 365 support.
Custom Software Development: Prosigns specializes in creating bespoke software solutions that cater to your unique business needs. Our team of experts works closely with you to understand your requirements and deliver tailor-made software that enhances efficiency and drives growth.
Web and Mobile App Development: From responsive websites to intuitive mobile applications, Prosigns develops cutting-edge solutions that engage users and deliver seamless experiences across devices.
AI & ML Solutions: Harnessing the power of Artificial Intelligence and Machine Learning, Prosigns provides smart solutions that automate processes, provide valuable insights, and drive informed decision-making.
Blockchain Integration: Prosigns offers comprehensive blockchain solutions, including development, integration, and consulting services, enabling businesses to leverage blockchain technology for enhanced security, transparency, and efficiency.
DevOps Services: Prosigns' DevOps services streamline development and operations processes, ensuring faster and more reliable software delivery through automation and continuous integration.
Microsoft Dynamics 365 Support: Prosigns provides comprehensive support and maintenance services for Microsoft Dynamics 365, ensuring your system is always up-to-date, secure, and running smoothly.
Learn how our collaborative approach and dedication to excellence help businesses achieve their goals and stay ahead in today's digital landscape. From concept to deployment, Prosigns is your trusted partner for transforming ideas into reality and unlocking the full potential of your business.
Join us on a journey of innovation and growth. Let's partner for success with Prosigns.
Software Engineering, Software Consulting, Tech Lead.
Spring Boot, Spring Cloud, Spring Core, Spring JDBC, Spring Security,
Spring Transaction, Spring MVC,
Log4j, REST/SOAP WEB-SERVICES.
Large Language Models and the End of ProgrammingMatt Welsh
Talk by Matt Welsh at Craft Conference 2024 on the impact that Large Language Models will have on the future of software development. In this talk, I discuss the ways in which LLMs will impact the software industry, from replacing human software developers with AI, to replacing conventional software with models that perform reasoning, computation, and problem-solving.
SOCRadar Research Team: Latest Activities of IntelBrokerSOCRadar
The European Union Agency for Law Enforcement Cooperation (Europol) has suffered an alleged data breach after a notorious threat actor claimed to have exfiltrated data from its systems. Infamous data leaker IntelBroker posted on the even more infamous BreachForums hacking forum, saying that Europol suffered a data breach this month.
The alleged breach affected Europol agencies CCSE, EC3, Europol Platform for Experts, Law Enforcement Forum, and SIRIUS. Infiltration of these entities can disrupt ongoing investigations and compromise sensitive intelligence shared among international law enforcement agencies.
However, this is neither the first nor the last activity of IntekBroker. We have compiled for you what happened in the last few days. To track such hacker activities on dark web sources like hacker forums, private Telegram channels, and other hidden platforms where cyber threats often originate, you can check SOCRadar’s Dark Web News.
Stay Informed on Threat Actors’ Activity on the Dark Web with SOCRadar!
Enhancing Project Management Efficiency_ Leveraging AI Tools like ChatGPT.pdfJay Das
With the advent of artificial intelligence or AI tools, project management processes are undergoing a transformative shift. By using tools like ChatGPT, and Bard organizations can empower their leaders and managers to plan, execute, and monitor projects more effectively.
How to Position Your Globus Data Portal for Success Ten Good PracticesGlobus
Science gateways allow science and engineering communities to access shared data, software, computing services, and instruments. Science gateways have gained a lot of traction in the last twenty years, as evidenced by projects such as the Science Gateways Community Institute (SGCI) and the Center of Excellence on Science Gateways (SGX3) in the US, The Australian Research Data Commons (ARDC) and its platforms in Australia, and the projects around Virtual Research Environments in Europe. A few mature frameworks have evolved with their different strengths and foci and have been taken up by a larger community such as the Globus Data Portal, Hubzero, Tapis, and Galaxy. However, even when gateways are built on successful frameworks, they continue to face the challenges of ongoing maintenance costs and how to meet the ever-expanding needs of the community they serve with enhanced features. It is not uncommon that gateways with compelling use cases are nonetheless unable to get past the prototype phase and become a full production service, or if they do, they don't survive more than a couple of years. While there is no guaranteed pathway to success, it seems likely that for any gateway there is a need for a strong community and/or solid funding streams to create and sustain its success. With over twenty years of examples to draw from, this presentation goes into detail for ten factors common to successful and enduring gateways that effectively serve as best practices for any new or developing gateway.
top nidhi software solution freedownloadvrstrong314
This presentation emphasizes the importance of data security and legal compliance for Nidhi companies in India. It highlights how online Nidhi software solutions, like Vector Nidhi Software, offer advanced features tailored to these needs. Key aspects include encryption, access controls, and audit trails to ensure data security. The software complies with regulatory guidelines from the MCA and RBI and adheres to Nidhi Rules, 2014. With customizable, user-friendly interfaces and real-time features, these Nidhi software solutions enhance efficiency, support growth, and provide exceptional member services. The presentation concludes with contact information for further inquiries.
Into the Box Keynote Day 2: Unveiling amazing updates and announcements for modern CFML developers! Get ready for exciting releases and updates on Ortus tools and products. Stay tuned for cutting-edge innovations designed to boost your productivity.
2. Sharing our
research
Why Accessible Data Vis?
Drill Down Charts
Scatter Plot UX (Text Description, AI Description, Sonification,
Tactile Display)
Trend Line Approach to Large Data Sets
Screen Reader Demos!
User Feedback from 5 Screen Reader Users
Future Directions
3.
4. Elsevier is a global information analytics
business specializing in science and health
5. Elsevier + Highcharts (Since 2015)!
• Started our collaboration by picking a fight with data tables
• SVG accessibility, augmented with HTML
• Sonification, annotations, dynamic data, interactivity
• What now?
6. “As a person who is blind,
how do I know if it’s safe
to travel locally if I can’t
see the data in a COVID
cases graph?”
7. “Our results show that due
to the inaccessibility of
online data visualizations,
screen-reader users
extract information
61.48% less accurately
and spend 210.96% more
time interacting with
online data visualizations
compared to non-screen-
reader users.”
(Sharif et al)
8. Drill Down
to look for something on a computer or website by moving from
general information to more detailed information
-CambridgeDictionary.org
to look at or examine something in depth
-Collinsdictionary.com
10. Drill Down Approach/Demo
Navigated to details for China. New bar series with 5
bars. Back to Country exports button.
Group: China, bar series 1 of 1 with 5 bars. Currently at
bottom level.
Button: Phone system devices, 223.2 billion USD
Group: Country exports, bar series 1 of 1 with 4 bars. Currently at top level.
Button: China, 2591 billion USD. Click to load detailed data.
11. Takeaways?
• Semantics: Are the interactive bars images, buttons, or links?
• Which screen reader mode? Cues for how to navigate?
• How do I get back to the last View?
• Which level am I at? How many levels are there?
• Verbosity – “Button: China, 2591 billion USD. Click to load detailed data.”
“I see, so now it gives me the components that make up that bar.”
13. Scatter Plots Are Used to:
Demonstrate the relationship between two variables (e.g., air temp and time of day or month)
(Weather – air temp lowers after 5pm in the day, goes up again after sunrise)
Identification of correlational relationships and patterns
Can use a mathematical model to predict weather temps in the future based upon past data
14. Challenges with Perceiving Non-Visual Scatter
Plots
• The term “scatter plot”
• Machine readability of the graph
• Information overload
• Freedom of exploration
• Data density
• Discovery of trends, shapes and
clusters
15.
16. Our Approaches to Accessible Scatter Plots
1. Marking Up SVG data points
2. Table Version
3. Human Text Description
Novel Trend Line Approach
4. Computer Generated Description
5. Sonification
6. Braille Display/Tactile Tablet
Available in Highcharts today
17. Trend Line Approach An averaging algorithm to collapses
several data points in a segment down
into a single point.
The trend line is drawn through the
resultant/averaged points.
18. Scatter Demo 1 – Human Text Description
We see how the winning times overall improve for males and females over time. Male
marathon times start in 1897 and show a gradual linear decrease, with some
variation. Female marathon times start later - in 1966 - and show a sharper non-
linear decrease, which looks like a half of the letter U. After 1980 more marathons are
run by both males and females. Overall, male winning times are faster. Since the late
1980s, male and female winning times have decreased at a similar rate.
19. Human Text Description Take Aways
• Users overall responded positively to human created description.
• Describing the shape of the data/curve was deemed useful (“half of the letter u”)
• One size fits all approach might be a challenge (context: deep research or for general interest?)
• May eliminate personal bias of what we think someone might want to hear
20. Scatter Demo 2 – Computer Generated Description
The second data series is showing
Female class, with 233 data points
Female class data starts at Year
1966, where Winning time is
highest on average, averaging
around 03:18:53.
From there Winning time goes
down sharply until around Year
1978, averaging around 02:45:54.
There are 23 points in this
segment
21. Computer Generated Description Takeaways
“The AI description was cool, but maybe too detailed and kind of vague”.
Users wanted to go from Less Detailed > More Detailed.
Start with a less detailed human description then go into the computer description.
Limited freedom of exploration
Hard to make out the shape in a linear description.
Separate the computer description, don’t put it inside the actual chart data.
Would be amazing if we could describe the overall shape/direction in a meaningful way.
23. Sonification Takeaways
• Trend line concept wasn’t obvious to people who can’t see it
• Good for identifying trends, but not for getting precise reads of data points
• Users could discern basic trend for Y value: upward, downward and change in directions using
sound
• Stereo panning L/R also provided a sense for a second dimension (moving along the x axis left to
right)
• Some users wanted “scaffolding” to help relate sounds to a baseline set of values
• Avoid screen reader announcements on top of sonification
• Most users thought that being able to step through the sonification would be useful
• Users had conflicting preferences
24. Scatter Demo 4 – Tactile / Braille Tablet
Demo of the Peridot
Tablet
48 X 64 dot resolution
Featuring
Dave Schleppenbach
and Dr. Greg Williams
25. “using a trendline to
analyze is very useful,
because you're pulling
out information that you
would not be able to see
in the scatterplot.”
26. Tactile Takeaways
• Best version in terms of freedom of exploration, ability to discover trends and shapes.
• Dots can blur together into “blobs”.
• Users will need to pan, zoom, tuning threshold detection.
(small window like a braille display)
• Circles and square markers work better than other more complicated shapes.
• How to disambiguate multiple data series (blinking dots).
• Promise to provide a rich, co-operative learning tool between 2 people.
• Unfortunately, tactile tablets are expensive $$$.
27. Summary of 7 Approaches to Accessible Scatter Plots
SVG data
point aria
labels
Table
Version
Sighted
Person Real
Time
Description
Human
Created
Description
AI Description Tactile Display Sonification
Pros Easy to query Table
Reading
Commands
are quick and
sophisticated
Easy to query
Contextually
relevant
description
Can provide a
more
meaningful
interpretation of
data
No additional
effort by
content
creators
Freedom of
exploration
2-D or 3-D data
representation
2-D or 3-D data
representation
Cons No sense for
trends
Bias of people
predicting what
they think you
want to know
Reliance on
another human
Not always
contextually
relevant
Requires
advanced math
and algorithms
No one size fits
all approach
Expensive
Requires some
training (e.g.,
adjusting
threshold
detection)
Difficult to layer
different data in
same graph
Need
scaffolding
context,
training
Identify
Trends?
No No Yes Yes Emerging Yes Yes
Freedom of
Exploration?
Limited Yes No No Limited Yes Limited
28. Future Directions
• Tactile display with announcement of data on PC
• Accessibility Menu
• Sonification tools
• role=“application”?
• Breadcrumbs for drill down
• Highcharts authoring accessibility checker
30. Thank you to our users/collaborators
Dr. John Gardner (ViewPlus)
Dr. Nicholas Giudice (U of Maine)
Lucy Greco (UC Berkeley)
Hadi Rangin (U of Washington)
David Schleppenbach (Tactile Solutions)
Ryan Shugart (Microsoft)
Dr. Greg Williams (Independence Science)
31. References
Highcharts accessibility demos
Highcharts accessibility portal
Highcharts accessibility module
Sonification API
Highcharts Features History
YouTube: Highsoft and Elsevier Talk About
Accessibility 2020
Understanding Screen-Reader Users’ Experiences
with Online Data Visualizations (Sharif, et al)
Contact Us
Ted Gies <ted.gies@elsevier.com>
Øystein Moseng <oystein@highsoft.com>
32. Previous CSUN Sessions
VPATs for Business or Measure
Accessible SVG charts using ARIA
Elsevier: Article of the future collaboration
Accessibility for Large Publishers: Challenges,
Choices, Change
Alt Text – A Process of Discovery
Don’t Play Me – 2 Games in Web Accessibility
Elsevier Company Accessibility Policy
34. Our 6 Approaches to Accessible Scatter Plots
SVG data
point aria
labels
Table
Version
Human
Created
Description
AI
Description
Sonification Tactile
Display
Identify
Trends?
No No Yes Emerging Yes Yes
Freedom of
Exploration?
Limited Yes No Limited Limited Yes
Novel Trend Line Approach
35. A. I’ve never experienced an accessible visualization
B. A Table
C. Have a sighted person explain it to me real time
D. Human created text description
E. AI generated description
F. Tactile Display
G. Sonification
Poll:
What is the best way to experience accessible visualizations on the Web?