Navigating the Complex Web of Chemistry Using ChemSpider
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The internet has revolutionized the sharing of data and information and in the domain of chemistry there are many resources available to help with our research. In recent years various online resources have been introduced that allow users to access information, properties and data associated with chemical entities. At a time when CAS has declared that they now have over 50 million unique chemical entities in the registry the number of chemical structures distributed across the internet also measures in the tens of millions. There are many tens of databases on the internet hosting chemical structures associated with data focused on the specific nature of the collection – metabolic pathways, spectral data collections, chemical vendor collections, biological assay data and crystal structures are examples. Unfortunately there has been no single way to search across all of these resources. ChemSpider has taken on the task of integrating the multiple online resources of information into a single database using the chemical structure as the primary key and retaining the link out and attribution to the original datasource. In this manner ChemSpider intends to become a structure-centric hub for the chemistry community. This talk will provide an overview of the ChemSpider platform, how it is being used as a crowdsourcing platform for community-based curation of the data and the future vision of ChemSpider as one of the pillars of the semantic web of chemistry.
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RSC|ChemSpider is one of the world’s largest online resources for chemistry related data and services. Developed with the intention of delivering access to structure-based chemistry data via the internet the ChemSpider platform hosts over 26 million unique chemical compounds aggregated from over 400 data sources and provides an environment for the community to both annotate and curate these existing data as well as deposit new data to the system. The search system delivers flexible querying capabilities together with links to external sites for publication and patent data. ChemSpider has spawned a number of projects include ChemSpider SyntheticPages for hosting openly peer-reviewed chemical synthesis articles. This presentation will review the present capabilities of the ChemSpider system providing direct examples of how to use the system to source high quality data of value to pharmaceutical companies. We will discuss some of the challenges associated with validating data quality, examine how ChemSpider is a part of the semantic web for chemistry and investigate approaches to using ChemSpider integrated to analytical instrumentation.Crawling Across the Web of Chemistry Using ChemSpider
Crawling Across the Web of Chemistry Using ChemSpider US Environmental Protection Agency (EPA), Center for Computational Toxicology and Exposure
ChemSpider is a free access website for chemists built with the intention of providing a structure centric community for chemists. It was developed to index available sources of chemical structures and their associated data into a single searchable repository and making it available to everybody, at no charge. While there are a large number of databases containing chemical compounds and data available online their inherent quality, accuracy and completeness is severely lacking. ChemSpider has provided a platform so that the chemistry community could contribute to improving the quality of data online and expanding the information to include data such as reaction syntheses, analytical data, experimental properties and linkages to other valuable resources. It has grown into a resource containing over 21 million unique chemical structures from over 200 data sources.
This presentation will provide an overview of ChemSpider and its value to chemists as a search tool, as a public repository of information and how it can become one of the primary foundations of internet-based chemistry. I will also discuss the vision for ChemSpider and some of the lofty goals we are setting for the system moving forward.
Text Mining for Chemistry and Building a Public Platform for Document Markup
Text Mining for Chemistry and Building a Public Platform for Document MarkupUS Environmental Protection Agency (EPA), Center for Computational Toxicology and Exposure
Text Mining for Chemistry and Building a Public Platform for Document Markup
The identification of chemical names in documents has provided platforms to enable structure-based searching of patents and mark-up chemistry publications. A natural extension is the ability to make chemistry articles, blog pages, wiki pages and other documents searchable by the extracted chemical structures. The ChemSpider database is built on a database of over 21 million unique chemical entities from close to 200 data sources and provides a rich resource of information for chemists. We will report on our efforts to integrate chemical name extraction with the ChemSpider platform to enable structure searching of Open Access chemistry articles, and online chemistry materials. We will unveil our online document markup platform for chemists to make both their open- and closed-access publications searchable by the language of chemistry – the structure.
Crowdsourcing, Collaborations and Text-Mining in a World of Open Chemistry
Crowdsourcing, Collaborations and Text-Mining in a World of Open Chemistry US Environmental Protection Agency (EPA), Center for Computational Toxicology and Exposure
The original abstract for the talk is below BUT the talk changed based on a big interest in InChI and the possibilities to use in a Semantic Web for Chemistry
The increasing availability of free and open access resources for scientists on the internet presents us with a revolution in data availability. However, freedom costs and in many cases the cost is quality. ChemSpider is a free access website for chemists built with the intention of providing a structure centric community for chemists. As an aggregator of chemistry related information from many sources, at present over 21.5 million unique chemical entities from over 150 separate data sources, ChemSpider has taken on the task of both robotically and manually curating publicly available data sources. This presentation will provide an overview of how a curated platform can become the centralized hub for resourcing information about chemical entities. We will also present ChemMantis, an entity extraction platform for extracting chemical names and scientific terms in documents and providing a platform for structure-based searching of Open Access chemistry literature.Citizen Scientists and Their Contributions to Internet Based Chemistry
Citizen Scientists and Their Contributions to Internet Based ChemistryUS Environmental Protection Agency (EPA), Center for Computational Toxicology and Exposure
This is a presentation I gave to a group of students at Drexel University via webex and skype. This is the Powerpoint presentation component but it was intersected with a live demo of multiple online databases. The movie of the presentation is online at SciVee here: http://www.scivee.tv/node/14770Serving the medicinal chemistry community with Royal Society of Chemistry che...
Serving the medicinal chemistry community with Royal Society of Chemistry che...US Environmental Protection Agency (EPA), Center for Computational Toxicology and Exposure
The Royal Society of Chemistry (RSC) is a major participant in providing access to chemistry related data via the web. As an internationally renowned society for the chemical sciences, a scientific publisher and the host of the ChemSpider database for the community, RSC continues to make dramatic strides in providing online access to data. ChemSpider provides access to over 30 million chemicals sourced from over 500 data suppliers and linked out to related information on the web. The platform is a crowdsourcing environment whereby members of the community can participate in validating and expanding the content of the database. With a set of application programming interfaces ChemSpider is used by various organizations and projects to serve up data for various purposes. These include structure identification for mass spectrometry instrument vendors, RSC databases such as the Marinlit natural products database and a European grant-based project from the Innovative Medicines Initiative fund. This presentation will provide an overview of various cheminformatics activities and projects that RSC is involved with to serve the medicinal chemistry community. This will include the Open PHACTS semantic web project, the PharmaSea project to identify new pharmaceutical leads from the ocean and the UK National Compound Collection to identify new lead compounds contained within PhD theses.Delivering Curated Chemistry to the World via Crowdsourced Deposition and Ann...
Delivering Curated Chemistry to the World via Crowdsourced Deposition and Ann...US Environmental Protection Agency (EPA), Center for Computational Toxicology and Exposure
RSC|ChemSpider is one of the world’s largest online resources for chemistry related data and services. Developed with the intention of delivering access to structure-based chemistry data via the internet the ChemSpider platform hosts over 26 million unique chemical compounds aggregated from over 400 data sources and provides an environment for the community to both annotate and curate these existing data as well as deposit new data to the system. The search system delivers flexible querying capabilities together with links to external sites for publication and patent data. This presentation will review the present capabilities of the ChemSpider system providing direct examples of how to use the system to source high quality data of value to chemists. We will discuss some of the challenges associated with validating data quality and examine how ChemSpider is a part of the new “semantic web for chemistry”. ChemSpider has also spawned a number of additional projects include ChemSpider SyntheticPages for hosting openly peer-reviewed chemical synthesis articles, Learn Chemistry Wiki for students learning chemistry and SpectraSchool for learning spectroscopy.ChemSpider - Building a Crowdsourced Chemical Database for the Chemistry Comm...
ChemSpider - Building a Crowdsourced Chemical Database for the Chemistry Comm...US Environmental Protection Agency (EPA), Center for Computational Toxicology and Exposure
This is the presentation I gave at OpenSciNY 2010. It was a great gathering of Librarians and people interested in Open Science. Sharing the stage with Beth Brown Jean-Claude Bradley and Heather Joseph was, as usual, a good opportunity to discuss how openness and online data sharing is changing the way we access and share data. We live in interesting and exciting times.ChemSpider as a Foundation for Crowdsourcing and Collaborations in Open Chemi...
ChemSpider as a Foundation for Crowdsourcing and Collaborations in Open Chemi...US Environmental Protection Agency (EPA), Center for Computational Toxicology and Exposure
This was a presentation I gave to an audience at Nature Publishing Group in New York on May 7th 2009. It's a long presentation and over an hour in length. Not much new here relative to other presentations...just a knitting together of many of the others on here.
There is an increasing availability of free and open access resources for scientists to use on the internet. Coupled with an increasing number of Open Source software programs we are in the middle of a revolution in data availability and tools to manipulate these data. ChemSpider is a free access website built with the intention of providing a structure centric community for chemists. As an aggregator of chemistry related information from many sources, at present over 21.5 million unique chemical entities from over 190 separate data sources, ChemSpider has taken on the task of both robotically and manually integrating and curating publicly available data sources. ChemSpider has also provided an environment for users to deposit, curate and annotate chemistry-related information. This has allowed the community to enhance ChemSpider by adding analytical data, associating synthetic pathways and publications and connecting to social networking resources. I will discuss how ChemSpider is fast becoming the premier curated platform and centralized hub for resourcing information about chemical entities and how the platform provides the foundation data for services allowing the analysis of analytical data and collaborative science.Navigating the Complex Web of Chemistry Using ChemSpider
Navigating the Complex Web of Chemistry Using ChemSpiderUS Environmental Protection Agency (EPA), Center for Computational Toxicology and Exposure
There is an increasing availability of free and open access resources for scientists to use on the internet. Coupled with the increasing availability of Open Source software tools we are in the middle of a revolution in data availability and tools to manipulate these data. ChemSpider is a free access website for chemists built with the intention of providing a structure centric community for chemists. As an aggregator of chemistry related information from many sources, at present over 21.5 million unique chemical entities from over 200 separate data sources, ChemSpider has taken on the task of both robotically and manually curating publicly available data sources. This presentation will provide an overview of the ChemSpider platform and how it is fast becoming the centralized hub for resourcing information about chemical entities. How an Online Resource for Chemistry Can Change Our World
How an Online Resource for Chemistry Can Change Our WorldUS Environmental Protection Agency (EPA), Center for Computational Toxicology and Exposure
This is a presentation given at the Triangle Chromatography Discussion Group with a focus on Mass Spectrometry and associated web services and what is possible for chromatographersEnhancing Discoverability Across Royal Society Of Chemistry Content By Integr...
Enhancing Discoverability Across Royal Society Of Chemistry Content By Integr...US Environmental Protection Agency (EPA), Center for Computational Toxicology and Exposure
The ability to query across a chemistry publishers content using chemical structure searching can dramatically enhance discoverability. RSC has been applying a number of procedures to integrate RSC’s ChemSpider community resource with our published content and databases. These include: 1) entity extraction procedures 2) chemical name conversion procedures using software algorithms and curated dictionaries 3) semantic markup and 4) a crowdsourced curation processes. This presentation will provide an overview of the processes we have utilized in order to provide structure-based integration to RSC content. We will discuss our ongoing efforts to extend the approaches to the mining of data from the rich supplementary information sections of many RSC publications. Our intention is to provide access to synthesis procedures and analytical data and further enrich the ChemSpider database for the benefit of the chemistry community. Connecting Chemists to the Internet Through ChemSpider
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This is a presentation given to the Royal Society General Assembly in Birmingham on November 20th 2009. This covers the present status and future vision for ChemSpiderSupporting the exploding dimensions of the chemical sciences via global netwo...
The Royal Society of Chemistry is building is a comprehensive federated platform for chemical informatics in a Big Research Data world. The resulting platform is a blend of social, informatics and knowledge components which itself produces new dimensions in the chemical sciences to support activities such as Open Innovation and sharing of data. The platform itself would be isolated and insular unless a broad collaboration between societies, industry and universities is created in a federated and open way. In this presentation we will talk about one of these efforts, between RSC and Moscow State University, to facilitate the development, population and use of a global networking platform for the chemical sciences.
Crowdsourcing, Collaborations And Text Mining In A World Of Open Chemistry
Crowdsourcing, Collaborations And Text Mining In A World Of Open ChemistryUS Environmental Protection Agency (EPA), Center for Computational Toxicology and Exposure
A Talk delivered at both UNC Chapel Hill and Drexel University
There is an increasing availability of free and open access resources for scientists to use on the internet. Coupled with the increasing availability of Open Source software tools we are in the middle of a revolution in data availability and tools to manipulate these data. However, freedom costs and in many cases the cost is quality. ChemSpider is a free access website for chemists built with the intention of providing a structure centric community for chemists. As an aggregator of chemistry related information from many sources, at present over 21.5 million unique chemical entities from over 150 separate data sources, ChemSpider has taken on the task of both robotically and manually curating publicly available data sources. This presentation will provide an overview of the issue of quality in many chemistry-related databases, approaches to cleaning up the data and how a curated platform can become the centralized hub for resourcing information about chemical entities. This includes experimental and predicted properties, analytical data, publications, suppliers and integrated databases. I will detail three efforts :1) the curation of chemistry on Wikipedia 2) an examination of structure integrity on the FDA Daily Med website, a web site of medication content and labeling as found in medication package inserts 3) recognizing chemical names in documents and providing a platform for structure-based searching of Open Access chemistry literature.Building a semantic chemistry platform with the royal society of chemistry
We live in an exponentially expanding world of “big data”. Social networks, global portals and other distributed systems have been attempting to deal with the problem for a few years now. Scientific applications are commonly lagging behind the mainstream trends due to the complexity of the scientific domain. The Royal Society of Chemistry is building the Global Chemistry Network connecting a variety of resources both in-house and external, bridging gaps and advancing the chemical sciences. One of the main issues connected to the world of big data is the ease of navigation and comprehensiveness of the search capabilities. This is where the approach of the semantic web meets the world of big data. We will present our approaches in building a global federated chemistry platform connecting multiple domains of chemistry using semantic web technologies.
The royal society of chemistry and its adoption of semantic web technologies ...
Semantic web technologies have quickly penetrated all areas of traditional and new database systems and have become the de facto standard in information exchange and communication. The Royal Society of Chemistry has built a new chemistry data repository with the semantic web at the core of the system. Every module of the data repository contains a semantic web layer and is able to interact internally and externally using standard approaches and formats including RDF, appropriate ontologies, SPARQL querying and so on. In this presentation we will review the challenges associated with developing this new system based on semantic web technologies and how the approach that we have taken offers distinct advantages over the original data model designed to produce the ChemSpider database. Its advantages include extensibility, an ontological underpinning, federated integration and the adoption of modern standards rather than the constraints of a standard SQL model.
ChemSpider – A Crowdsourcing Environment for Hosting and Validating Chemistry...
ChemSpider – A Crowdsourcing Environment for Hosting and Validating Chemistry...US Environmental Protection Agency (EPA), Center for Computational Toxicology and Exposure
ChemSpider is a structure centric database hosted by the Royal Society of Chemistry and integrating over 25 million chemical compounds to over 400 internet-based resources including many public domain databases, Wikipedia, chemical vendors, patents, publications and other web-based services. The intention is for ChemSpider to become one of the primary online hubs for chemists to source chemistry related data. During the development of the ChemSpider database we have utilized numerous approaches to standardizing, curating and validating the data supplied to us for hosting and integration. This presentation will provide an overview of our initial development of the ChemSpider database and provide an overview of our present processes and procedures for handling incoming data depositions. We will also discuss how crowdsourcing can help to expand, curate and validate the data on the ChemSpider database.What's hot (20)
ChemSpider and How The Wisdom Of The Crowds Can Improve The Quality Of ...
ChemSpider and How The Wisdom Of The Crowds Can Improve The Quality Of ...
How Internet Resources Are Providing a Collaborative Community for Chemistry
How Internet Resources Are Providing a Collaborative Community for Chemistry
Improving online chemistry one structure at a time
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Crawling Across the Web of Chemistry Using ChemSpider
Crawling Across the Web of Chemistry Using ChemSpider
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Text Mining for Chemistry and Building a Public Platform for Document Markup
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Citizen Scientists and Their Contributions to Internet Based Chemistry
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ChemSpider as a Foundation for Crowdsourcing and Collaborations in Open Chemi...
ChemSpider as a Foundation for Crowdsourcing and Collaborations in Open Chemi...
Navigating the Complex Web of Chemistry Using ChemSpider
Navigating the Complex Web of Chemistry Using ChemSpider
How an Online Resource for Chemistry Can Change Our World
How an Online Resource for Chemistry Can Change Our World
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Enhancing Discoverability Across Royal Society Of Chemistry Content By Integr...
Connecting Chemists to the Internet Through ChemSpider
Connecting Chemists to the Internet Through ChemSpider
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Crowdsourcing, Collaborations And Text Mining In A World Of Open Chemistry
Crowdsourcing, Collaborations And Text Mining In A World Of Open Chemistry
Building a semantic chemistry platform with the royal society of chemistry
Building a semantic chemistry platform with the royal society of chemistry
The royal society of chemistry and its adoption of semantic web technologies ...
The royal society of chemistry and its adoption of semantic web technologies ...
ChemSpider – A Crowdsourcing Environment for Hosting and Validating Chemistry...
ChemSpider – A Crowdsourcing Environment for Hosting and Validating Chemistry...
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The extraction of chemical entities from documents such as patents and publications has been pursued for a number of years. We wish to report on ChemMantis, an integrated system for chemistry-based entity extraction and document mark-up enabling access to the rich resource of online chemistry know as ChemSpider. We will discuss the development of the platform from its inception as a series of dictionaries to the integration of an entity extraction algorithm and its expansion to a public deposition and publishing platform for chemistry. Chemistry articles can now be deposited, marked-up and exposed to the public within a few minutes in many cases making it an ideal platform for communicating research and providing integrated access to data sources including PubChem, ChEBI, Wikipedia and Entrez.Whitney Symposium Lecture June 2008
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The increasing availability of free and open access resources for scientists on the internet presents us with a revolution in data availability. The Royal Society of Chemistry hosts ChemSpider, a free access website for chemists built with the intention of building community for chemists (http://www.chemspider.com/).
ChemSpider is an aggregator of chemistry related information, at present over 20 million unique chemical entities linked out to over 300 separate data sources, ChemSpider has taken on the task of both robotically and manually curating publicly available data sources. It is also a public deposition platform where chemists can deposit their own data including novel structures, analytical data, synthesis procedures and host data associated with the growing activities associated with Open Notebook Science.
This presentation will examine chemistry on the internet, the dubious quality of what is available and how the ChemSpider crowdsourced curation platform is fast becoming one of the centralized hubs for resourcing information about chemical entities.
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The presentation of ChemSpider was to a groub of science librarians, specifically chemistry librarians, and was meant to provide an overview of the platform and answer the question posed: What is the difference between ChemSpider, CAS Scifinder and Reaxys. RSC ChemSpider Science Commons Symposium Pacific Northwest #scspn
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This is a "vendor presentation" that I gave in New Orleans on June 14th 2010. It is a very general presentation on ChemSpider relevant to the needs of librarians.Chemspider Presentation at the ACS Meeting in New orleans
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Scientists commonly find themselves in a state of overwhelm in regards to the availability of information accessible to them. The distribution of resources now includes the entire space of the worldwide web, access to primary databases such as CAS and, commonly, a plethora of internally developed systems. While the web has provided improved access to chemistry-related information there has not been an online central resource allowing integrated chemical structure-searching of chemistry databases, chemistry articles, patents and web pages such as blogs and wikis. ChemSpider has built a structure centric community for chemists by providing free access to an online database and collaboration tool for chemists. The online database offers an environment for curating the data on ChemSpider as well as the deposition of chemical structures, analytical data and associated information and provides a significant knowledge base and resource for chemists working in different domains. An overview of present and future capabilities is given.ChemSpider hosting linking and curating chemistry data for the community
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The Internet is the world’s publicly accessible container for a myriad of resources containing chemistry related data. Whether it be collections of millions of chemical compounds with their associated properties, interactive displays for analytical data, access to publications and patents or tapping into the increasing availability of online computational engines, the web has became the primary enabling technology to source information and data. Scientists collectively applaud and utilize the availability of such resources and an increasing proportion of the community are willing to support these resources by contributing both their data and skills to help curate and validate information on the web. This “crowdsourcing” has started to contribute large amounts of data to the commons and serves has a valuable platform for reference and, potentially, discovery.
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With an intention to provide a high quality free internet resource of chemistry related data for the community, ChemSpider has aggregated almost 25 million compounds linked out to over 400 data sources and provided a platform for the community to both deposit and curate data. This experiment in crowdsourcing for chemistry has now been running for over three years. This presentation will review a number of aspects of the project including (a) the level of community participation in depositing and curating data; (b) the nature of data and content supplied by the community; (c) how ChemSpider is used by the community; (d) using game-based systems to assist in data curation; (e) algorithmic-based approaches to data validation and filtering; and (f) sharing data curation efforts with other online databases. Integrating and curating internet based chemistry resources to serve life sci...
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The internet now offers access to a myriad of online resources that can be of value to chemists working in the Life Sciences. While finding information online is, in many cases, a simple search away, the accuracy and validity of the associated data and information should be questioned. As more databases and resources are introduced online, and commonly not integrated to other resources, a scientist must perform multiple searches and then undertake the task of meshing and merging data. ChemSpider is a freely accessible online database that has taken on the challenge of meshing together distributed resources across the internet to provide a structure-based hub. It is a crowdsourcing environment hosting over 26 million unique compounds linked out to over 400 data sources. With well defined programming interfaces for integration ChemSpider has been integrated to many commercial and open software packages and is presently serving as the chemistry foundation for the IMI Open PHACTS project.
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The ChemSpider database is a resource hosted by the Royal Society of Chemistry. With over 28 million unique chemicals on the database linked out to over 400 data sources the platform provides access to experimental and predicted data (properties, spectra etc.), links to publications, patents and a myriad of other resources. The ChemSpider database has been used as the foundation of a number of other resources for chemists including ChemSpider SyntheticPages, the Learn Chemistry Wiki and the Spectral Game. This presentation will provide an overview of ChemSpider and discuss how chemists can both derive value from and contribute to the content available from the database and its related resources. We will also discuss our view of future platform for managing personal, institutional and public chemistry in a shared environment.How the web has weaved a web of interlinked chemistry data final
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The internet has provided access to unprecedented quantities of data. In the domain of chemistry specifically over the past decade the web has become populated with tens of millions of chemical structures and related properties of assays together with tens of thousands of spectra and syntheses. The data have, to a large extent, remained disparate and disconnected. In recent years with the wave of Web 2.0 participation any chemist can contribute to both the sharing and validation of chemistry-related data whether it be via Wikipedia, the online encyclopedia, or one of the multiple public compound databases. The presentation will offer a perspective of what is available today, our experiences of building a public compound database to link together the internet and a suggested path forward for enabling even greater integration and connectivity for chemistry data for the masses to both use and participate in developing. Similar to Navigating the Complex Web of Chemistry Using ChemSpider (17)
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Send an interactive Slack channel message (using buttons)
Have the message received by managers and peers along with a test email for review
But there’s more:
In a second workflow supporting the same use case, you’ll see:
Your campaign sent to target colleagues for approval
If the “Approve” button is clicked, a Jira/Zendesk ticket is created for the marketing design team
But—if the “Reject” button is pushed, colleagues will be alerted via Slack message
Join us to learn more about this new, human-in-the-loop capability, brought to you by Integration Service connectors.
And...
Speakers:
Akshay Agnihotri, Product Manager
Charlie Greenberg, Host
Unsubscribed: Combat Subscription Fatigue With a Membership Mentality by Head...
Unsubscribed: Combat Subscription Fatigue With a Membership Mentality by Head of Product, Amazon Games
Dev Dives: Train smarter, not harder – active learning and UiPath LLMs for do...
💥 Speed, accuracy, and scaling – discover the superpowers of GenAI in action with UiPath Document Understanding and Communications Mining™:
See how to accelerate model training and optimize model performance with active learning
Learn about the latest enhancements to out-of-the-box document processing – with little to no training required
Get an exclusive demo of the new family of UiPath LLMs – GenAI models specialized for processing different types of documents and messages
This is a hands-on session specifically designed for automation developers and AI enthusiasts seeking to enhance their knowledge in leveraging the latest intelligent document processing capabilities offered by UiPath.
Speakers:
👨🏫 Andras Palfi, Senior Product Manager, UiPath
👩🏫 Lenka Dulovicova, Product Program Manager, UiPath
UiPath Test Automation using UiPath Test Suite series, part 3
Welcome to UiPath Test Automation using UiPath Test Suite series part 3. In this session, we will cover desktop automation along with UI automation.
Topics covered:
UI automation Introduction,
UI automation Sample
Desktop automation flow
Pradeep Chinnala, Senior Consultant Automation Developer @WonderBotz and UiPath MVP
Deepak Rai, Automation Practice Lead, Boundaryless Group and UiPath MVP
Elevating Tactical DDD Patterns Through Object Calisthenics
After immersing yourself in the blue book and its red counterpart, attending DDD-focused conferences, and applying tactical patterns, you're left with a crucial question: How do I ensure my design is effective? Tactical patterns within Domain-Driven Design (DDD) serve as guiding principles for creating clear and manageable domain models. However, achieving success with these patterns requires additional guidance. Interestingly, we've observed that a set of constraints initially designed for training purposes remarkably aligns with effective pattern implementation, offering a more ‘mechanical’ approach. Let's explore together how Object Calisthenics can elevate the design of your tactical DDD patterns, offering concrete help for those venturing into DDD for the first time!
GraphRAG is All You need? LLM & Knowledge Graph
Guy Korland, CEO and Co-founder of FalkorDB, will review two articles on the integration of language models with knowledge graphs.
1. Unifying Large Language Models and Knowledge Graphs: A Roadmap.
https://arxiv.org/abs/2306.08302
2. Microsoft Research's GraphRAG paper and a review paper on various uses of knowledge graphs:
https://www.microsoft.com/en-us/research/blog/graphrag-unlocking-llm-discovery-on-narrative-private-data/
Bits & Pixels using AI for Good.........
A whirlwind tour of tech & AI for socio-environmental impact.
Leading Change strategies and insights for effective change management pdf 1.pdf
Leading Change strategies and insights for effective change management pdf 1.pdf
Builder.ai Founder Sachin Dev Duggal's Strategic Approach to Create an Innova...
In today's fast-changing business world, Companies that adapt and embrace new ideas often need help to keep up with the competition. However, fostering a culture of innovation takes much work. It takes vision, leadership and willingness to take risks in the right proportion. Sachin Dev Duggal, co-founder of Builder.ai, has perfected the art of this balance, creating a company culture where creativity and growth are nurtured at each stage.
Software Delivery At the Speed of AI: Inflectra Invests In AI-Powered Quality
In this insightful webinar, Inflectra explores how artificial intelligence (AI) is transforming software development and testing. Discover how AI-powered tools are revolutionizing every stage of the software development lifecycle (SDLC), from design and prototyping to testing, deployment, and monitoring.
Learn about:
• The Future of Testing: How AI is shifting testing towards verification, analysis, and higher-level skills, while reducing repetitive tasks.
• Test Automation: How AI-powered test case generation, optimization, and self-healing tests are making testing more efficient and effective.
• Visual Testing: Explore the emerging capabilities of AI in visual testing and how it's set to revolutionize UI verification.
• Inflectra's AI Solutions: See demonstrations of Inflectra's cutting-edge AI tools like the ChatGPT plugin and Azure Open AI platform, designed to streamline your testing process.
Whether you're a developer, tester, or QA professional, this webinar will give you valuable insights into how AI is shaping the future of software delivery.
UiPath Test Automation using UiPath Test Suite series, part 4
Welcome to UiPath Test Automation using UiPath Test Suite series part 4. In this session, we will cover Test Manager overview along with SAP heatmap.
The UiPath Test Manager overview with SAP heatmap webinar offers a concise yet comprehensive exploration of the role of a Test Manager within SAP environments, coupled with the utilization of heatmaps for effective testing strategies.
Participants will gain insights into the responsibilities, challenges, and best practices associated with test management in SAP projects. Additionally, the webinar delves into the significance of heatmaps as a visual aid for identifying testing priorities, areas of risk, and resource allocation within SAP landscapes. Through this session, attendees can expect to enhance their understanding of test management principles while learning practical approaches to optimize testing processes in SAP environments using heatmap visualization techniques
What will you get from this session?
1. Insights into SAP testing best practices
2. Heatmap utilization for testing
3. Optimization of testing processes
4. Demo
Topics covered:
Execution from the test manager
Orchestrator execution result
Defect reporting
SAP heatmap example with demo
Speaker:
Deepak Rai, Automation Practice Lead, Boundaryless Group and UiPath MVP
GenAISummit 2024 May 28 Sri Ambati Keynote: AGI Belongs to The Community in O...
“AGI should be open source and in the public domain at the service of humanity and the planet.”
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Slack (or Teams) Automation for Bonterra Impact Management (fka Social Soluti...
Sidekick Solutions uses Bonterra Impact Management (fka Social Solutions Apricot) and automation solutions to integrate data for business workflows.
We believe integration and automation are essential to user experience and the promise of efficient work through technology. Automation is the critical ingredient to realizing that full vision. We develop integration products and services for Bonterra Case Management software to support the deployment of automations for a variety of use cases.
This video focuses on the notifications, alerts, and approval requests using Slack for Bonterra Impact Management. The solutions covered in this webinar can also be deployed for Microsoft Teams.
Interested in deploying notification automations for Bonterra Impact Management? Contact us at sales@sidekicksolutionsllc.com to discuss next steps.
When stars align: studies in data quality, knowledge graphs, and machine lear...
Keynote at DQMLKG workshop at the 21st European Semantic Web Conference 2024
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De-mystifying Zero to One: Design Informed Techniques for Greenfield Innovation With Your Product by VP of Product Design, Warner Music Group
JMeter webinar - integration with InfluxDB and Grafana
Watch this recorded webinar about real-time monitoring of application performance. See how to integrate Apache JMeter, the open-source leader in performance testing, with InfluxDB, the open-source time-series database, and Grafana, the open-source analytics and visualization application.
In this webinar, we will review the benefits of leveraging InfluxDB and Grafana when executing load tests and demonstrate how these tools are used to visualize performance metrics.
Length: 30 minutes
Session Overview
-------------------------------------------
During this webinar, we will cover the following topics while demonstrating the integrations of JMeter, InfluxDB and Grafana:
- What out-of-the-box solutions are available for real-time monitoring JMeter tests?
- What are the benefits of integrating InfluxDB and Grafana into the load testing stack?
- Which features are provided by Grafana?
- Demonstration of InfluxDB and Grafana using a practice web application
To view the webinar recording, go to:
https://www.rttsweb.com/jmeter-integration-webinar
Encryption in Microsoft 365 - ExpertsLive Netherlands 2024
In this session I delve into the encryption technology used in Microsoft 365 and Microsoft Purview. Including the concepts of Customer Key and Double Key Encryption.
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Navigating the Complex Web of Chemistry Using ChemSpider
- 1. Navigating the Complex Web of Chemistry Using ChemSpider
- 3. It’s Coming…Linked Data Cloud
- 5. Org Prep Daily (Blog)
- 6. Molbank (Open Access Journal)
- 18. Linked across the internet
- 19. Kyoto Encyclopedia of Genes and Genomes
- 21. Links to Patents based on structure
- 22. Clickthrough to Patent (SureChem)
- 25. Complex Data and Information
- 27. What is a compound?
- 28. Question Everything online: www.dhmo.org
- 29. PubChem
- 32. Vancomycin on ChemSpider 1 compound – 3 days
- 33. The EXPERTS must get it right?!
- 39. CAS as an authority
- 40. The Blogging Community Participate
- 43. Structures on DailyMed
- 45. Incorrect Structures
- 46. Wow!
- 48. Drugbank
- 49. Taxol on PubChem
- 50. FDA’s DailyMed
- 52. Multiple Layers
- 53. InChIStrings Hash to InChIKeys
- 54. InChIs for Taxol
- 57. Does one stereocenter matter?
- 60. Building a Structure Centric Community for Chemists
- 74. Nature Chemistry Compound Pages
- 75. Project Prospect
- 82. Manual Curation is Necessary
- 85. Species – linked to Wikipedia
- 90. Online Journals and Live Data
- 92. ChemSpider Everywhere : Embed
- 93. ChemSpider Everywhere: Spectral Game
- 94. ChemSpider Everywhere : ChemMobi
- 95. Not in a basement now...
- 99. Thank you [email_address] Twitter: ChemSpiderman www.chemspider.com/blog