Various FAIR criteria pertaining to machine interaction with scholarly artifacts can commonly be addressed by means of repository-wide affordances that are uniformly provided for all hosted artifacts rather than through artifact-specific interventions. If various repository platforms provide such affordances in an interoperable manner, devising tools - for both human and machine use - that leverage them becomes easier.
My involvement, over the years, in a range of interoperability efforts has brought the insight that two factors strongly influence adoption: addressing a burning issue and delivering a KISS solution to tackle it. Undoubtedly, FAIR and FAIR DOs are burning issues. FAIR Signposting <https://signposting.org/FAIR/> is an ad-hoc repository interoperability effort that squarely fits in this problem space and that purposely specifies a KISS solution, hoping to inspire wide adoption.
The price of a diamond is often decided by multiple factors. The price determination, therefore, seems difficult. An accurate predictive model can be valuable to businesses and consumers to determine the fair price of a diamond. The goal of the project is to build a model that can accurately predict the price of a diamond potentially based on its weight, quality and dimension measurements.
Airline Analysis of Data Using Hadoop. In this project we used"Subsystem of linux" in our windows 10, after Enable developer mode we install Ubuntu via Store and in ubuntu I had instal Hadoop, java and used the tool python, excel, notepad++, hdfs, mapreduce ..etc.
"The proposed system overcomes the above mentioned issue in an efficient way. It aims at analyzing the number of fraud transactions that are present in the dataset.
"
The price of a diamond is often decided by multiple factors. The price determination, therefore, seems difficult. An accurate predictive model can be valuable to businesses and consumers to determine the fair price of a diamond. The goal of the project is to build a model that can accurately predict the price of a diamond potentially based on its weight, quality and dimension measurements.
Airline Analysis of Data Using Hadoop. In this project we used"Subsystem of linux" in our windows 10, after Enable developer mode we install Ubuntu via Store and in ubuntu I had instal Hadoop, java and used the tool python, excel, notepad++, hdfs, mapreduce ..etc.
"The proposed system overcomes the above mentioned issue in an efficient way. It aims at analyzing the number of fraud transactions that are present in the dataset.
"
Give a background of Data Science and Artificial Intelligence, to better understand the current state of the art (SOTA) for Large Language Models (LLMs) and Generative AI. Then start a discussion on the direction things are going in the future.
This is my PPT on mini project on Image Classifier. It's was appreciated by my HOD of CSE of BBDU, Lucknow. It's easy and simple. I put some transitions in it too. So nobody has to think how to put transitions. I tried my best to make it simple for you all. Else you can put your own transitions in it, by simple downloading it.
PLEASE DO LIKE AND SHARE.
Thank You
I coached the early childhood teachers, teaching assistants and specialist from the International School of Hyderabad to become certified Apple Teachers. Now we have about 18 certified Apple Teachers at our school.
This presentation was conducted during the VIP French business group conference dinner: Artificial Intelligence for a better life, held in Abu Dhabi on 1st May 2018. Highlights the achievements made since UAE announced its AI strategy and provide some examples from the public and private sectors in UAE.
This presentation gives a brief overview on achievements and challenges of the Data Web and describes different aspects of using the Semantic Data Wiki OntoWiki for Linked Data management.
Give a background of Data Science and Artificial Intelligence, to better understand the current state of the art (SOTA) for Large Language Models (LLMs) and Generative AI. Then start a discussion on the direction things are going in the future.
This is my PPT on mini project on Image Classifier. It's was appreciated by my HOD of CSE of BBDU, Lucknow. It's easy and simple. I put some transitions in it too. So nobody has to think how to put transitions. I tried my best to make it simple for you all. Else you can put your own transitions in it, by simple downloading it.
PLEASE DO LIKE AND SHARE.
Thank You
I coached the early childhood teachers, teaching assistants and specialist from the International School of Hyderabad to become certified Apple Teachers. Now we have about 18 certified Apple Teachers at our school.
This presentation was conducted during the VIP French business group conference dinner: Artificial Intelligence for a better life, held in Abu Dhabi on 1st May 2018. Highlights the achievements made since UAE announced its AI strategy and provide some examples from the public and private sectors in UAE.
This presentation gives a brief overview on achievements and challenges of the Data Web and describes different aspects of using the Semantic Data Wiki OntoWiki for Linked Data management.
Weaving SIOC into the Web of Linked DataUldis Bojars
Our presentation "Weaving SIOC into the Web of Linked Data" at the LDOW 2008 (Linked Data on the Web) workshop, a part of WWW 2008 conference.
See http://events.linkeddata.org/ldow2008/ for all papers and slides.
This slide deck has been prepared for a workshop on Linked Data Publishing and Semantic Processing using the Redlink platform (http://redlink.co). The workshop delivered at the Department of Information Engineering, Computer Science and Mathematics at Università degli Studi dell'Aquila aimed at providing a general understanding of Semantic Web Technologies and how these can be used in real world use cases such as Salzburgerland Tourismus.
A brief introduction has been also included on MICO (Media in Context) a European Union part-funded research project to provide cross-media analysis solutions for online multimedia producers.
Technologie Proche: Imagining the Archival Systems of Tomorrow With the Tools...Artefactual Systems - AtoM
These slides accompanied a June 4th, 2016 presentation made by Dan Gillean of Artefactual Systems at the Association of Canadian Archivists' 2016 Conference in Montreal, QC, Canada.
This presentation aims to examine several existing or emerging computing paradigms, with specific examples, to imagine how they might inform next-generation archival systems to support digital preservation, description, and access. Topics covered include:
- Distributed Version Control and git
- P2P architectures and the BitTorrent protocol
- Linked Open Data and RDF
- Blockchain technology
The session is part of an attempt by the ACA to create interactive "working sessions" at its conferences. Accompanying notes can be found at: http://bit.ly/tech-Proche
Participants were also asked to use the Twitter hashtag of #techProche for online interaction during the session.
Slides from a webinar on webware presented by Mike Qaissaunee and Gordon F. Snyder, Jr. (both of nctt.org). The webinar was hosted by MATEC NetWorks (http://www.matecnetworks.org/) and delivered via Elluminate. Visit MATEC NetWorks to watch the webinar.
Similar to FAIR Signposting: A KISS Approach to a Burning Issue (20)
Presentation about reference rot given at the Complexity Science Hub in Vienna, November 2021.
Links to web resources frequently break (link rot), and linked content can change at unpredictable rates (content drift). These dynamics of the Web are detrimental when references to web resources provide evidence or supporting information.
This presentation will report on research that assessed the extent of these problems for links to web resources in scholarly literature, by using three vast corpora of publications and a range of public web archives. It will also describe the Robust Link approach that offers a proactive, uniform, and machine-actionable way to combat link rot and content drift. Finally, it will introduce the Robustify web service and API that was devised to generate links that remain functional over time, paying special attention to challenges related to deploying infrastructure that is required to be long lasting.
Researcher Pod: Scholarly Communication Using the Decentralized WebHerbert Van de Sompel
The presentation provides an overview of the motivation and direction of the Mellon-funded Researcher Pod project that investigates technical aspects of scholarly communication in a decentralized web setting.
Presentation for a workshop about persistent identifiers organized by the Royal Library of The Netherlands and DANS. Highlights the non-trivial commitments required of all parties involved in persistent identifier systems to actually keep links based on persistent identifiers ... err ... persistent.
Registration / Certification Interoperability Architecture (overlay peer-review)Herbert Van de Sompel
Presentation for the COAR meeting on Overlay Peer-Review held at INRIA, Paris, France. It provides overall context regarding a scholarly communication system in which the core functions of scholarly communication (registration, certification, awareness, archiving) are implemented in a decoupled manner and whereby each function can simultaneously be fulfilled by different parties, potentially in different ways. It shows how notifications can be used to achieve loosely coupled, point-to-point interoperability in such an environment, zooming in on interoperability between registration and certification aka interoperability between repositories and overlay peer-review services.
Slides used for a keynote presentation at the VIVO 2019 Conference in Podgorica, Montenegro.
Abstract: The invitation to present a keynote at the VIVO Conference and the goal of the VIVO platform, as stated on the DuraSpace site, to create an integrated record of the scholarly work of an organisation reminded me of various efforts that I have been involved in over the past years that had similar goals. EgoSystem (2014) attempted to gather information about postdocs that had left the organisation, leaving little or no contact details behind. Autoload (2017), an operational service, discovers papers by organisational researchers in order to upload them in the institutional repository. myresearch.institute (2018), an experiment that is still in progress, discovers artefacts that researchers deposit in web productivity portals and subsequently archives them. More recently, I have been involved in thinking about the future of NARCIS, a portal that provides an overview of research productivity in The Netherlands. The approach taken in all these efforts share a characteristic motivated by a desire to devise scalable and sustainable solutions: let machines rather than humans do the work. In this talk, I will provide an overview of these efforts, their motivations, the challenges involved, and the nature of success (if any).
Presentation for PIDapalooza 2019, Dublin, Ireland.
The Scholarly Orphans project, funded by the Andrew W. Mellon Foundation, explores technical approaches aimed at capturing and archiving scholarly artifacts that researchers deposit in web productivity portals as a means to collaborate and communicate with their peers. These artifacts are not collected by other frameworks aimed at archiving the scholarly record (e.g., LOCKSS, Portico, Institutional Repositories) and are only incidentally captured by web archives. The project explores an institution-driven approach inspired by web archiving. To demonstrate the ongoing thinking, the project has devised an experimental automated pipeline that continuously discovers, captures, and archives artifacts. These are created by actual researchers who, for the purpose of the experiment, were virtually enlisted in a fictive research institution. A portal at myresearch.institute provides an overview of the artifacts that were discovered and provides access to archived versions stored in both an institutional and a cross-institutional archive. The set-up leverages a range of technologies that share a flavor of persistence: Memento, Memento Tracer, Robust Links, Signposting.
As a memento of my last week of working at LANL, I put together a slide deck that provides an overview of major efforts conducted during the time I was there.
Presentation given at EuropeanaTech 2018 in Rotterdam, The Netherlands. Provides a summary of insights gained from working for about a decade on challenges related to temporal aspects of the web, persistence.
"Scholarly Communication: Deconstruct and Decentralize" was presented at the Fall 2017 Meeting of the Coalition for Networked Information. It explores working towards a Scholarly Commons by applying decentralized web ideas to scholarly communication.
Looks at hyperlinks from the perspective of a managed collection of resources for which link persistence/integrity is considered a quality of service concern. Distinguishes between links into other managed collections and to the web at large. Considers link rot and content drift.
This slide deck provides an overview of proposals to use HTTP Links as a means to address some long standing problems related to scholarly resources on the web.
This slide deck provides an overview of proposals to use HTTP Links as a means to address some long standing problems related to scholarly resources on the web.
Presentation for PIDapalooza 2016. PIDs need to be used to achieve their intended persistence. Our research (reported at WWW2016, see http://arxiv.org/1602.09102) found that a disturbing percentage of references to papers that have DOIs actually use the landing page HTTP URI instead of the DOI HTTP URI. The problem is likely related to tools used for collecting references such as bookmarks and reference managers. These select the landing page URI instead of the DOI URI because the former is what's available in the address bar. It can safely be assumed that the same problem exists for other types of PIDs. The net result is that the true potential of PIDs is not realized. In order to ameliorate this problem we propose a Signposting pattern for PIDs (http://signposting.org/identifier/). It consists of adding a Link header to HTTP HEAD/GET responses for all resources identified by a DOI, including the landing page and content resources such as "the PDF" and "the dataset". The Link header contains a link, which points with the "identifier" relation type to the DOI HTTP URI. When such a link is available, tools can automatically discover and use the DOI URI instead of the other URIs (landing page, PDF, dataset) associated with the DOI-identified object.
DBpedia Archive using Memento, Triple Pattern Fragments, and HDTHerbert Van de Sompel
DBpedia is the Linked Data version of Wikipedia. Starting in 2007, several DBpedia dumps have been made available for download. In 2010, the Research Library at the Los Alamos National Laboratory used these dumps to deploy a Memento-compliant DBpedia Archive, in order to demonstrate the applicability and appeal of accessing temporal versions of Linked Data sets using the Memento “Time Travel for the Web” protocol. The archive supported datetime negotiation to access various temporal versions of RDF descriptions of DBpedia subject URIs.
In a recent collaboration with the iMinds Group of Ghent University, the DBpedia Archive received a major overhaul. The initial MongoDB storage approach, which was unable to handle increasingly large DBpedia dumps, was replaced by HDT, the Binary RDF Representation for Publication and Exchange. And, in addition to the existing subject URI access point, Triple Pattern Fragments access, as proposed by the Linked Data Fragments project, was added. This allows datetime negotiation for URIs that identify RDF triples that match subject/predicate/object patterns. To add this powerful capability, native Memento support was added to the Linked Data Fragments Server of Ghent University.
In this talk, we will include a brief refresher of Memento, and will cover Linked Data Fragments, Triple Pattern Fragments, and HDT in more detail. We will share lessons learned from this effort and demo the new DBpedia Archive, which, at this point, holds over 5 billion RDF triples.
These slides go with the paper "Reminiscing About 15 Years of Interoperability Efforts" which is available at http://dx.doi.org/10.1045/november2015-vandesompel
Slides were used for a presentation at the Fall 2015 Membership Meeting of the Coalition for Networked Information.
This presentation looks back at several efforts, conducted in the past fifteen years, aimed at establishing interoperability for web-based scholarly communication. It tries to characterize the perspectives/approaches taken by these efforts and, based upon that, proposes an HATEOS-based approach to interlink scholarly nodes on the web. This was first presented at the Research Data Alliance meeting in Paris, France, September 22 2015.
Extended version of slides presented at the "404/File Not Found" symposium held at Georgetown University on October 24 2014, see http://www.law.georgetown.edu/library/404/ . The presentation provides a brief overview of the link/reference rot problem and then discusses three complimentary strategies to combat it: Pro-actively capturing web resources that are linked from a seed collection; Referencing the captures by means of annotated links; Accessing the captures using Memento infrastructure.
This presentation introduces ResourceSync, a specification aimed to enable web-based synchronization of resources. The specification is the result of a collaboration between NISO and the Open Archives Initiative funded by the Sloan Foundation and JISC. The proposed resource synchronization approach is based on several existing specifications (e.g. Sitemaps, PubSubHubbub, well-known URI) and is aligned with common architectural principles (e.g. REST, follow your nose).
A 15 minute video version of these slides is available at https://www.youtube.com/watch?v=ASQ4jMYytsA
This presentation provides an overview of the Memento "Time Travel for the Web" framework that is aligned with the stable version of the Memento protocol, specified in RFC 7089.
As the scholarly communication system evolves to become natively web-based and starts supporting the communication of a wide variety of objects, the manner in which its essential functions – registration, certification, awareness, archiving - are fulfilled co-evolves. This presentation focuses on the nature of the archival function based on a perspective of the future scholarly communication infrastructure. This presentation, prepared for a meeting in June 2014, is based on and updates a previous one that was prepared for a January 2014 meeting. The latter is available at http://www.slideshare.net/atreloar/scholarly-archiveofthefuture
ER(Entity Relationship) Diagram for online shopping - TAEHimani415946
https://bit.ly/3KACoyV
The ER diagram for the project is the foundation for the building of the database of the project. The properties, datatypes, and attributes are defined by the ER diagram.
This 7-second Brain Wave Ritual Attracts Money To You.!nirahealhty
Discover the power of a simple 7-second brain wave ritual that can attract wealth and abundance into your life. By tapping into specific brain frequencies, this technique helps you manifest financial success effortlessly. Ready to transform your financial future? Try this powerful ritual and start attracting money today!
1.Wireless Communication System_Wireless communication is a broad term that i...JeyaPerumal1
Wireless communication involves the transmission of information over a distance without the help of wires, cables or any other forms of electrical conductors.
Wireless communication is a broad term that incorporates all procedures and forms of connecting and communicating between two or more devices using a wireless signal through wireless communication technologies and devices.
Features of Wireless Communication
The evolution of wireless technology has brought many advancements with its effective features.
The transmitted distance can be anywhere between a few meters (for example, a television's remote control) and thousands of kilometers (for example, radio communication).
Wireless communication can be used for cellular telephony, wireless access to the internet, wireless home networking, and so on.
Multi-cluster Kubernetes Networking- Patterns, Projects and GuidelinesSanjeev Rampal
Talk presented at Kubernetes Community Day, New York, May 2024.
Technical summary of Multi-Cluster Kubernetes Networking architectures with focus on 4 key topics.
1) Key patterns for Multi-cluster architectures
2) Architectural comparison of several OSS/ CNCF projects to address these patterns
3) Evolution trends for the APIs of these projects
4) Some design recommendations & guidelines for adopting/ deploying these solutions.
2. FAIR Signposting https://signposting.org/FAIR/
Dataverse Community Meeting, 15 June 2021
20+ Years Interoperability Efforts Related To Scholarly Objects
OAI-PMH
OAI-ORE
Memento
IIIF
info URI
Web Annotation
ResourceSync
Robust Links
OpenURL
6. FAIR Signposting https://signposting.org/FAIR/
Dataverse Community Meeting, 15 June 2021
• Make it easy for machines to interact with scholarly objects on the
Web
• This is a burning issue because the lack of a uniform interface to
scholarly objects on the web requires ad-hoc platform-specific
solutions for the creation of cross-platform services
• Think of e.g. Zotero, LOCKSS, numerous APIs, …
• There’s not even a uniform way to determine the PID of a
scholarly object from the landing page
• This makes the barrier to entry for the creation of cross-platform
services high. Which tends to lead to centralization, monopolies, lack
of innovation.
Burning Issue: Clarify How Scholarly Objects Exist on the Web
7. FAIR Signposting https://signposting.org/FAIR/
Dataverse Community Meeting, 15 June 2021
• The problem has been around for a long time
• OAI-ORE (1) (2008) addressed it in a descriptive way using linked
data technology
• RO-Crate (2) (2019) addresses it in a descriptive and simpler way
using linked data technology
• The problem directly relates to
• FAIR
• FAIR Digital Object Protocol/Framework
both of which are quite on fire
Burning Issue: Clarify How Scholarly Objects Exist on the Web
(1) OAI-ORE ; https://www.openarchives.org/ore/
(2) RO-Crate ; https://www.researchobject.org/ro-crate/
8. FAIR Signposting https://signposting.org/FAIR/
Dataverse Community Meeting, 15 June 2021
• Addresses the problem in a navigational way, by providing
meaningful links (signposts) allowing machines to follow their nose to
obtain the information they are after
• Uses a KISS, standards-based REST/HATEOAS approach consisting
of:
• Typed web links (1)
• IANA-registered relation types (2) defined in formal specifications
• Recognizes the status quo - scholarly objects are represented by
landing pages on the web - but enhances it to empower machines
KISS Approach: FAIR Signposting Profile
(1) RFC8288 – Web Linking ; https://tools.ietf.org/html/rfc8288
(2) IANA Link Relations ; https://www.iana.org/assignments/link-relations/
9. FAIR Signposting https://signposting.org/FAIR/
Dataverse Community Meeting, 15 June 2021
• Concrete Implementation Guideline for Signposting, indicating which
typed links to convey for each of the resources that make up a
scholarly object on the web
• Implementation targets are platforms that host research outputs e.g.
data repositories, institutional repositories, publisher platforms, etc.
• Dataverse implementation currently in Pull Request Status,
courtesy of DANS
• Two complementary approaches to provide typed links:
• Concise set of links provided by-value
• Comprehensive set of links provided by-reference
KISS Approach: FAIR Signposting Profile
13. FAIR Signposting https://signposting.org/FAIR/
Dataverse Community Meeting, 15 June 2021
Typed Links By Reference (Link Set)
Wilde, E, Van de Sompel H. (2021) Linkset: Media Types and a Link Relation Type for Link Sets
https://datatracker.ietf.org/doc/draft-ietf-httpapi-linkset/
14. FAIR Signposting https://signposting.org/FAIR/
Dataverse Community Meeting, 15 June 2021
{
"linkset": [
{
"anchor": "https://example.org/page/7507",
"cite-as": [
{
"href": "https://doi.org/10.5061/dryad.5d23f"
}
],
},
…
{
"anchor": "https://example.org/file/7507/1",
"collection": [
{
"href": "https://example.org/page/7507",
"type": "text/html"
}
]
}
]
}
Link Set in application/linkset+json
Wilde, E, Van de Sompel H. (2021) Linkset: Media Types and a Link Relation Type for Link Sets
https://datatracker.ietf.org/doc/draft-ietf-httpapi-linkset/
15. FAIR Signposting https://signposting.org/FAIR/
Dataverse Community Meeting, 15 June 2021
• Contributes to FAIRs, F, A, and R by informing machines
• what the persistent identifier of a scholarly objects is,
• what type of scholarly object it is,
• where and what its content is,
• where metadata that describes it is,
• which license applies to the scholarly object,
• what the persistent identifier of its author is
• Contributes to FAIRs I by providing this information
• in a uniform way
• in a way that is interoperable with the Web at large
FAIR Signposting Profile
18. FAIR Signposting https://signposting.org/FAIR/
Dataverse Community Meeting, 15 June 2021
FAIR Digital Object Framework
Bonino, L. (2021) FAIR Digital Object Framework Documentation
https://fairdigitalobjectframework.org/
• Very much looks like a Link Set
19. FAIR Signposting https://signposting.org/FAIR/
Dataverse Community Meeting, 15 June 2021
FAIR Digital Object Framework
Bonino, L. (2021) FAIR Digital Object Framework Documentation
https://fairdigitalobjectframework.org/
• Content negotiation in an abstract dimension:
• a non-existing concept
• negotiation is about actual document formats
• Content negotiation with the PID:
• assumes control over the PID
• requires further centralization
25. FAIR Signposting https://signposting.org/FAIR/
Dataverse Community Meeting, 15 June 2021
• Achieves what the FAIR Digital Object Framework desires by:
• using links, the core ingredient of the web
• using IANA-registered link types defined in formal specifications
• conveying typed links in HTTP Link and HTML <link>
• conveying typed links in Link Sets (soon to be IETF-standardized),
which support semantic interpretation if needed
• devising a navigational approach usable by basic web clients
• not requiring standardization on metadata formats or ontologies as
is essential for descriptive approaches
• not requiring centralized infrastructure
• Bottom line: FAIR Signposting provides a KISS uniform interface for
machine interaction with scholarly objects on the Web by using
existing technology only
FAIR Signposting Profile
26. FAIR Signposting https://signposting.org/FAIR/
Dataverse Community Meeting, 15 June 2021
• Shawn Jones, Martin Klein, Harihar Shankar @ Los Alamos National Laboratory
• Michael L. Nelson @ Old Dominion University
• Simeon Warner @ Cornell University
• Erik Wilde - Axway
• QiQing Ding, Eko Indarto, Wilko Steinhoff, Vyacheslav Tykhonov, Jan van Mansum
@DANS
• Anusuriya Devaraju @ Terrestrial Ecosystem Research Network
• Robert Huber @ PANGEA
• Geoff Bilder, Karl Ward, Joe Wass @ CrossRef
• David Rosenthal @ Stanford University
• Phil Archer, Dominique Guinard – GS1
• Stian Soiland-Reyes – University of Manchester
• Sarven Capadisli - Inrupt
• Jon Kunze – California Digital Library
• Patrick Hochstenbach @ Ghent University
• Luc Boruta @ Thunken
• Enno Meijer @ The Royal Library of The Netherlands
Acknowledgments
27. FAIR Signposting https://signposting.org/FAIR/
Dataverse Community Meeting, 15 June 2021
Please spread the word and provide feedback at
https://github.com/hvdsomp/signposting
FAIR Signposting
A KISS Approach to a Burning Issue
"Signposting has a
ridiculously low cost of entry
(if you serve scholarly content
over HTTP, you're already
almost there)"
-
Luc Boruta, thunken.com
Two factors: burning issue & a solution as simple as possible to implement
All link types IANA registered
Cardinality of links
Media types
Collection link allows to climb back up to landing page and resources linked from there
Type: schema.org but can obviously use other
Content resources can override info at landing page
Linkset motivation: large number of links, single point of access to all links, content resources can’t provide link (reside at 3rd party, don’t know they belong to an object)
FDOF Identifier Record = Link Set (shows all links)
Content Negotiation in Abstract Dimension
Content Negotiation with PID, which assumes all info available there, i.e. further centralization and need for repo-to-resolver sync
FDOF Identifier Record = Link Set (shows all links)
Content Negotiation in Abstract Dimension
Content Negotiation with PID, which assumes all info available there, i.e. further centralization and need for repo-to-resolver sync