Society of Scholarly Publishing Conference 2012 talk on "Making Semantics Work". Bernadette Hyland describes what publishers need to be paying attention to with respect to data reuse and sharing. She describes goals, approaches and platforms for the internal and external publishing of data as Linked Data for more efficient and effective integration, reuse and distribution.
Linked Data Approach for Integration of Human Health & Environmental Data3 Round Stones
Best practices and platforms for access and reuse of scientific data and models. We explore a Linked Data approach for data integration, modeling and interoperability.
Delivered by Bernadette Hyland at EPA & Society of Toxicology Scientific Workshop titled: "Building for Better Decisions: Multi-scale Integration of Human Health and Environmental Data..
Delivered 8-May-2012 at EPA Research Triangle Park, NC USA.
Linked Data Warehouses: A new breed of Business Intelligence3 Round Stones
Using a Linked Data approach for publication & consumption of data on the Web is significantly reducing the costs and complexity of reaching many more consumers of your content. This presentation highlights how Best Buy, BBC, US EPA and Sentara Healthcare are leveraging a Linked Data approach. Session delivered at Enterprise Data World 2012 in Atlanta GA, USA on 2-May-2012.
This is Lecture VII: What are the CHALLENGES on the Social Web? as part of the Social Web course at the VU University Amsterdam. Visit the website for more information: http://semanticweb.cs.vu.nl/socialweb2012/
Lora Aroyo, The Network Institute, VU University Amsterdam
(some slides based on article by Won Kim, Ok-Ran Jeong and Sang-Won Lee)
FAIR data_ Superior data visibility and reuse without warehousing.pdfAlan Morrison
The advantages of semantic knowledge graphs over data warehousing when it comes to scaling quality, contextualized data for machine learning and advanced analytics purposes.
Social Network Analytics in Education and Research: Lies, Damned Lies and Pre...Jisc
Social Network Analytics in Education and Research: Lies, Damned Lies and Pretty Pictures
This presentation explores the potential and politics of social network analytics in education and research
PLEASE DOWNLOAD THE SLIDES TO GET FULL ACCESS TO THE NOTES
.
Author: Amber Thomas
(c) HEFCE on behalf of JISC www.jisc.ac.uk
Licence: CC BY except slide templates, all logos and images unless otherwise stated
We would prefer you to link to or embed these slides rather than upload them elsewhere, so that we can see what people think of them!
Amber Thomas http://www.jisc.ac.uk/contactus/staff/amberthomas.aspx
The Power of Linked Data for Government & Healthcare Information Integration3 Round Stones
Government open data strategies aimed at wider access and re-use by entrepreneurs, publishers and the wider US healthcare delivery industry. Presentation to the OMG Standards Community technical workshop on semantics, held in Reston VA on 20-March 2013. Presentation by Bernadette Hyland, CEO 3 Round Stones, Inc and co-chair W3C Government Linked Data Working Group.
Smart Data Webinar: Advances in Natural Language Processing II - NL GenerationDATAVERSITY
Need more than visualization?
Generate custom narrative docs from data today.
Technology for natural language generation (NLG) has advanced from the production of restricted-domain question-answering and simulation systems to the delivery of general purpose data- or model-driven narratives that are virtually indistinguishable from human-generated correspondence.
From sports to stock reports, you’ve probably read a machine-generated report in the past year without realizing that the “author” was a machine.
Participants in this webinar will learn how modern approaches have progressed beyond pattern matching and table-driven text selection to algorithms that consider context and tone. We will also present examples of commercially available NLG APIs to help participants experiment with NLG in their own applications right away.
Implementing Big Data, NoSQL, & Hadoop - Bigger Is (Usually) BetterDATAVERSITY
From its widespread formal business practice to the scope of casual popular awareness, “Big Data” has a tendency to live up to its name. Featured in countless headlines, journal articles, and industry reviews, Big Data metrics and methods such as NoSQL and Hadoop have taken up plenty of the spotlight as of late. However, most of what has been written about these topics is focused on the hardware, services, and scale-out involved with them, a misguided focus that ignores the critical questions driving any shift in corporate strategy: what can Big Data do for you? Which approach to it best fits your organization? And perhaps most importantly, what is required on your end in order to spur a successful implementation process?
In the interest of answering these and other questions, this webinar will:
Provide guidance on how to think about and establish realistic Big Data management plans and expectations for generating business value, as well as on the means by which big data can complement existing data management practices
Introduce a framework for evaluating the various choices when it comes to implementing and succeeding with Big Data/NoSQL
Elaborate upon the prototyping nature of practicing Big Data techniques
Show how to demonstrate a sample use ca
Data Science in 2016: Moving up by Paco Nathan at Big Data Spain 2015Big Data Spain
The term 'Data Science' was first described in scientific literature about 15 years ago. It started to become a major trend in industry about 7 years ago.
O'Reilly Media surveys the industry extensively each year. In addition we get a good birds-eye view of industry trends through our conference programs and publications, working closely with some of the best practitioners in Data Science.
By now, the field has evolved far beyond its origins eclipsing an earlier generation of Business Intelligence and Data Warehousing approaches. Data Science is moving up, into the business verticals and government spheres of influence where it has true global impact.
This talk considers Data Science trends from the past three years in particular. What is emerging? Which parts are evolving? Which seem cluttered and poised for consolidation or other change?
Session presented at Big Data Spain 2015 Conference
15th Oct 2015
Kinépolis Madrid
http://www.bigdataspain.org
Event promoted by: http://www.paradigmatecnologico.com
Abstract: http://www.bigdataspain.org/program/thu/slot-2.html
Update on the progress of two Linked Data projects, including one from US EPA and another from a Virginia based regional healthcare company using anonymized EMR and Linked Data for personalized healthcare.
Keynote Address, Expanding Horizons 2012, Macquarie University
http://staff.mq.edu.au/teaching/workshops_programs/expanding_horizons
"Learning Analytics": unprecedented data sets and live data streams about learners, with computational power to help make sense of it all, and new breeds of staff who can talk predictive models, pedagogy and ethics. This means rather different things to different people: unprecedented opportunity to study, benchmark and improve educational practice, at scales from countries and institutions, to departments, individual teachers and learners. "Benchmarking" may trigger dystopic visions of dumbed down proxies for 'real teaching and learning', but an emu response is no good. For educational institutions, our calling is to raise the quality of debate, shape external and internal policy, and engage with the companies and open communities developing the future infrastructure. How we deploy these new tools rests critically on assessment regimes, what can be logged and measured with integrity, and what we think it means to deliver education that equips citizens for a complex, uncertain world.
Everybody has heard of Big Data, and its promise as the next great frontier for innovation. However, Big Data is neither new nor easily defined. What are the key drivers that make Big Data so critically important today? What is the single idea behind Big Data that promises such game changing outcomes for capable organizations? Who are the skilled talent that deliver Big Data results?
This presentation briefly reviews the opportunities, motivation and trends that are driving Big Data disruption. Data science is introduced as the enabling engine for Big Data transformation via the creation of new Data Products. The data scientist is defined and his tools, workflow and challenges are reviewed. Finally, practical tips are presented for approaching data product development.
Key takeaways include:
- Big Data disruption is driven by four megatrends
- Data is the essential raw material for creating valuable Data Products
- Data scientists are heterogeneous by role & skill set, but share common tools, workflows and challenges
- Data science talent is more important than raw data for Big Data success
These slides are modified from an invited presentation for the Gwinnett Chamber of Commerce on March 18, 2014. An excerpt was presented at the Georgia Pacific Social Media Working Session on March 19, 2014.
Drinking from the Fire Hose: Practical Approaches to Big Data Preparation and...Inside Analysis
The Briefing Room with Robin Bloor and Pervasive Software
Slides from the Live Webcast on May 1, 2012
The old methods of delivering data for analysts and other business users will simply not scale to meet new demands. Hadoop is rapidly emerging as a powerful and economic platform for storing and processing Big Data. And yet, the biggest obstacle to implementing Hadoop solutions is the scarcity of Hadoop programming skills.
Check out this episode of The Briefing Room to learn from veteran Analyst Robin Bloor, who will explain why modern information architectures must embrace the new, massively parallel world of computing as it relates to several enterprise roles: traditional business analysts, data scientists, and line-of-business workers. He'll be briefed by David Inbar and Jim Falgout of Pervasive Software, who will explain how Pervasive RushAnalyzer™ was designed to accommodate the new reality of Big Data.
For more information visit: http://www.insideanalysis.com
Watch us on YouTube: http://www.youtube.com/playlist?list=PL5EE76E2EEEC8CF9E
US EPA Resource Conservation and Recovery Act published as Linked Open Data3 Round Stones
A presentation by 3 Round Stones to the US EPA on the new Linked Open Data Management System, including Linked Open Data on 4M facilities (from FRS), 25 years of Toxic Release Inventory (TRI), chemical substances (SRS), and Resource Conservation and Recovery Act (RCRA) content. This represents one of the largest Open Data projects published by a federal government agency using Open Source Software (OSS), Open Web Standards and government Open Data.
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Delivered 8-May-2012 at EPA Research Triangle Park, NC USA.
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Using a Linked Data approach for publication & consumption of data on the Web is significantly reducing the costs and complexity of reaching many more consumers of your content. This presentation highlights how Best Buy, BBC, US EPA and Sentara Healthcare are leveraging a Linked Data approach. Session delivered at Enterprise Data World 2012 in Atlanta GA, USA on 2-May-2012.
This is Lecture VII: What are the CHALLENGES on the Social Web? as part of the Social Web course at the VU University Amsterdam. Visit the website for more information: http://semanticweb.cs.vu.nl/socialweb2012/
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(some slides based on article by Won Kim, Ok-Ran Jeong and Sang-Won Lee)
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Social Network Analytics in Education and Research: Lies, Damned Lies and Pre...Jisc
Social Network Analytics in Education and Research: Lies, Damned Lies and Pretty Pictures
This presentation explores the potential and politics of social network analytics in education and research
PLEASE DOWNLOAD THE SLIDES TO GET FULL ACCESS TO THE NOTES
.
Author: Amber Thomas
(c) HEFCE on behalf of JISC www.jisc.ac.uk
Licence: CC BY except slide templates, all logos and images unless otherwise stated
We would prefer you to link to or embed these slides rather than upload them elsewhere, so that we can see what people think of them!
Amber Thomas http://www.jisc.ac.uk/contactus/staff/amberthomas.aspx
The Power of Linked Data for Government & Healthcare Information Integration3 Round Stones
Government open data strategies aimed at wider access and re-use by entrepreneurs, publishers and the wider US healthcare delivery industry. Presentation to the OMG Standards Community technical workshop on semantics, held in Reston VA on 20-March 2013. Presentation by Bernadette Hyland, CEO 3 Round Stones, Inc and co-chair W3C Government Linked Data Working Group.
Smart Data Webinar: Advances in Natural Language Processing II - NL GenerationDATAVERSITY
Need more than visualization?
Generate custom narrative docs from data today.
Technology for natural language generation (NLG) has advanced from the production of restricted-domain question-answering and simulation systems to the delivery of general purpose data- or model-driven narratives that are virtually indistinguishable from human-generated correspondence.
From sports to stock reports, you’ve probably read a machine-generated report in the past year without realizing that the “author” was a machine.
Participants in this webinar will learn how modern approaches have progressed beyond pattern matching and table-driven text selection to algorithms that consider context and tone. We will also present examples of commercially available NLG APIs to help participants experiment with NLG in their own applications right away.
Implementing Big Data, NoSQL, & Hadoop - Bigger Is (Usually) BetterDATAVERSITY
From its widespread formal business practice to the scope of casual popular awareness, “Big Data” has a tendency to live up to its name. Featured in countless headlines, journal articles, and industry reviews, Big Data metrics and methods such as NoSQL and Hadoop have taken up plenty of the spotlight as of late. However, most of what has been written about these topics is focused on the hardware, services, and scale-out involved with them, a misguided focus that ignores the critical questions driving any shift in corporate strategy: what can Big Data do for you? Which approach to it best fits your organization? And perhaps most importantly, what is required on your end in order to spur a successful implementation process?
In the interest of answering these and other questions, this webinar will:
Provide guidance on how to think about and establish realistic Big Data management plans and expectations for generating business value, as well as on the means by which big data can complement existing data management practices
Introduce a framework for evaluating the various choices when it comes to implementing and succeeding with Big Data/NoSQL
Elaborate upon the prototyping nature of practicing Big Data techniques
Show how to demonstrate a sample use ca
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The term 'Data Science' was first described in scientific literature about 15 years ago. It started to become a major trend in industry about 7 years ago.
O'Reilly Media surveys the industry extensively each year. In addition we get a good birds-eye view of industry trends through our conference programs and publications, working closely with some of the best practitioners in Data Science.
By now, the field has evolved far beyond its origins eclipsing an earlier generation of Business Intelligence and Data Warehousing approaches. Data Science is moving up, into the business verticals and government spheres of influence where it has true global impact.
This talk considers Data Science trends from the past three years in particular. What is emerging? Which parts are evolving? Which seem cluttered and poised for consolidation or other change?
Session presented at Big Data Spain 2015 Conference
15th Oct 2015
Kinépolis Madrid
http://www.bigdataspain.org
Event promoted by: http://www.paradigmatecnologico.com
Abstract: http://www.bigdataspain.org/program/thu/slot-2.html
Update on the progress of two Linked Data projects, including one from US EPA and another from a Virginia based regional healthcare company using anonymized EMR and Linked Data for personalized healthcare.
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http://staff.mq.edu.au/teaching/workshops_programs/expanding_horizons
"Learning Analytics": unprecedented data sets and live data streams about learners, with computational power to help make sense of it all, and new breeds of staff who can talk predictive models, pedagogy and ethics. This means rather different things to different people: unprecedented opportunity to study, benchmark and improve educational practice, at scales from countries and institutions, to departments, individual teachers and learners. "Benchmarking" may trigger dystopic visions of dumbed down proxies for 'real teaching and learning', but an emu response is no good. For educational institutions, our calling is to raise the quality of debate, shape external and internal policy, and engage with the companies and open communities developing the future infrastructure. How we deploy these new tools rests critically on assessment regimes, what can be logged and measured with integrity, and what we think it means to deliver education that equips citizens for a complex, uncertain world.
Everybody has heard of Big Data, and its promise as the next great frontier for innovation. However, Big Data is neither new nor easily defined. What are the key drivers that make Big Data so critically important today? What is the single idea behind Big Data that promises such game changing outcomes for capable organizations? Who are the skilled talent that deliver Big Data results?
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Key takeaways include:
- Big Data disruption is driven by four megatrends
- Data is the essential raw material for creating valuable Data Products
- Data scientists are heterogeneous by role & skill set, but share common tools, workflows and challenges
- Data science talent is more important than raw data for Big Data success
These slides are modified from an invited presentation for the Gwinnett Chamber of Commerce on March 18, 2014. An excerpt was presented at the Georgia Pacific Social Media Working Session on March 19, 2014.
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The old methods of delivering data for analysts and other business users will simply not scale to meet new demands. Hadoop is rapidly emerging as a powerful and economic platform for storing and processing Big Data. And yet, the biggest obstacle to implementing Hadoop solutions is the scarcity of Hadoop programming skills.
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For more information visit: http://www.insideanalysis.com
Watch us on YouTube: http://www.youtube.com/playlist?list=PL5EE76E2EEEC8CF9E
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Bob Boule
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Climate Impact of Software Testing at Nordic Testing DaysKari Kakkonen
My slides at Nordic Testing Days 6.6.2024
Climate impact / sustainability of software testing discussed on the talk. ICT and testing must carry their part of global responsibility to help with the climat warming. We can minimize the carbon footprint but we can also have a carbon handprint, a positive impact on the climate. Quality characteristics can be added with sustainability, and then measured continuously. Test environments can be used less, and in smaller scale and on demand. Test techniques can be used in optimizing or minimizing number of tests. Test automation can be used to speed up testing.
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.
Welcome to the first live UiPath Community Day Dubai! Join us for this unique occasion to meet our local and global UiPath Community and leaders. You will get a full view of the MEA region's automation landscape and the AI Powered automation technology capabilities of UiPath. Also, hosted by our local partners Marc Ellis, you will enjoy a half-day packed with industry insights and automation peers networking.
📕 Curious on our agenda? Wait no more!
10:00 Welcome note - UiPath Community in Dubai
Lovely Sinha, UiPath Community Chapter Leader, UiPath MVPx3, Hyper-automation Consultant, First Abu Dhabi Bank
10:20 A UiPath cross-region MEA overview
Ashraf El Zarka, VP and Managing Director MEA, UiPath
10:35: Customer Success Journey
Deepthi Deepak, Head of Intelligent Automation CoE, First Abu Dhabi Bank
11:15 The UiPath approach to GenAI with our three principles: improve accuracy, supercharge productivity, and automate more
Boris Krumrey, Global VP, Automation Innovation, UiPath
12:15 To discover how Marc Ellis leverages tech-driven solutions in recruitment and managed services.
Brendan Lingam, Director of Sales and Business Development, Marc Ellis
1. Making Semantics Work
The Role of Linked Data in
Scholarly Publishing
1 June 2012
Arlington VA USA
Brief by Bernadette Hyland,
co-chair, W3C Government Linked Data Working Group
CEO, 3 Round Stones, Inc
Email. bhyland@3roundstones.com
Twitter: @BernHyland
This presentation: http://slideshare.net/3roundstones
Wednesday, May 30, 12 1
2. What is the semantic web?
from the W3C web site
The Semantic Web is a web of data.
The Semantic Web is about two things.
It is about common formats for
integration and combination
of data drawn from diverse
sources… It is also about
language for recording
how data relates to
real world objects.
Slide credit: Scott Brinker @chiefmartec
Wednesday, May 30, 12 2
3. Content Data is King
Slide credit: Scott Brinker @chiefmartec
Wednesday, May 30, 12 3
5. Linked data is about data
that is reusable
A simple yet
revolutionary change in
perspective.
Wednesday, May 30, 12 5
6. We’re living in
a golden
age ...
Photo credit: http://www.flickr.com/photos/sjungling/5974860/
Wednesday, May 30, 12 6
7. “Knowledge is of two kinds.
We know a subject our ourselves, or we know
where we can find information upon it.”
by Samuel Johnson
18th Century British author, linguist & lexicographer
Wednesday, May 30, 12 7
8. from:
to: LinkedEnterpriseData
Wednesday, May 30, 12 8
12. Scholars pain point ...
#1 - Data access and reuse
Large amounts of diverse data produced by complex
experiments, simulations & observations
• The growth rate of PubMed alone is one paper per
minute
• Hard to validate, reproduce & leverage scientific data
• Not easily accessible nor interlinked
(Exception is ‘omics’ research, deposit of sequences
required for publication)
Wednesday, May 30, 12 12
13. Publishers looking to ...
1. Lower costs of combining data silos
2. Control data quality & protect data/brand standards
3. Produce high quality data for external consumption
4. Leverage structured data increasingly available via the Web
5. Distribute & promote content (SEO++)
6. Increase paid subscriptions
7. Provide new data initiatives, i.e, a “kitchen” for mashups
Wednesday, May 30, 12 13
14. Business decisions are yours...
“Marketing”
Determining how
much data to
share…
…or not to share.
“Legal”
Slide courtesy of Scott Brinker @chiefmartec
Wednesday, May 30, 12 14
15. Some data may be
better harnessed as
an incentive for other
business goals
• For internal use
• For external use by
• new & existing authors
• new editors
• new subscribers
• new partners
Wednesday, May 30, 12 15
17. Why Linked Data matters ...
• It scales ... to Web-scale
• Does not require a super model
• Based on International Data Exchange
Standards (RDF, SPARQL)
• Lingua franca for data exchange
Wednesday, May 30, 12 17
21. • Linked Data is
about publishing
and consuming
data using
international data
standards
• Based on 20 year
old idea
• A system of linked
information systems
Wednesday, May 30, 12 21
22. Data landscape
Semantic
Technologies
RDBMS
Linked Linked
Semantic Open Enterprise CRM
Web Data Data
BI
Wednesday, May 30, 12 22
27. Linked Data
Management
platform
Wednesday, May 30, 12 27
28. CONTENT LINKED DATA
MANAGEMENT MANAGEMENT
SYSTEM SYSTEM
DATA
TEXT
UNSTRUCTURED
STRUCTURED
DATA
TEXT
Wednesday, May 30, 12 28
29. • Callimachus is a framework
for data-driven applications
based on Linked Data
principles
• Callimachus allows Web
developers to easily create
data driven applications for
the Web
• Availableas Open Source
(FLOSS) & commercially
supported version
Wednesday, May 30, 12 29
31. Publishing Linked Data
will require continual
nurturing but the
rewards are worth it
Wednesday, May 30, 12 31
32. Goal:
Achieve balance between
openness vs. protection,
distributed vs. controlled,
standardized vs. loosely-
coupled data relationships.
Slide credit: Scott Brinker @chiefmartec
Wednesday, May 30, 12 32
33. Recommendations
• Seek balance for sharing and reuse
• Data is king
• Publish in reusable format (RDF family of standards)
• Use OPEN vs proprietary in data formats
• Define a URI Policy and Strategy, document it and
ensure editors & authors use it
• Best practices and vocabularies exist -- don’t recreate
the wheel
Wednesday, May 30, 12 33