The document discusses how to automatically apply a taxonomy to content using Machine Aided Indexing (MAI). It covers the expected organizational changes, how to get people to embrace the taxonomy, and where MAI is currently being used. It then describes how MAI works, including the modules, syntax, process, and how its accuracy is evaluated using statistics. Rules for MAI include simple, complex, proximity, location, and format conditions.
Advanced Taxonomy for Content StrategistsDawn Bovasso
Includes a taxonomy refresher, how to create and build a taxonomy, and how to get it into your content management system (particularly Adobe Experience Manager).
Getting the Most out of Type-Ahead/Autocomplete - LavaCon 2015 propsoal by Br...Jack Molisani
In this lecture, attendees will learn about the latest and greatest in type-ahead and autocomplete technology and functionality.
Brian Eisenberg
Associate Consultant - Taxonomy
Earley & Associates
Encore Presentation - ACRL/NEC ITIG Annual MeetingLaura Kohl
Authors: Trish Schultz, Technical Services Librarian and Laura Kohl, Reference Librarian, Bryant University - Meeting held at Salve Regina University, June 2008
Presented by Marjorie Hlava, president of Access Innovations, Inc. on August 10, 2011. Part two of the Special Libraries Association's Leveraging Your Taxonomy series.
Advanced Taxonomy for Content StrategistsDawn Bovasso
Includes a taxonomy refresher, how to create and build a taxonomy, and how to get it into your content management system (particularly Adobe Experience Manager).
Getting the Most out of Type-Ahead/Autocomplete - LavaCon 2015 propsoal by Br...Jack Molisani
In this lecture, attendees will learn about the latest and greatest in type-ahead and autocomplete technology and functionality.
Brian Eisenberg
Associate Consultant - Taxonomy
Earley & Associates
Encore Presentation - ACRL/NEC ITIG Annual MeetingLaura Kohl
Authors: Trish Schultz, Technical Services Librarian and Laura Kohl, Reference Librarian, Bryant University - Meeting held at Salve Regina University, June 2008
Presented by Marjorie Hlava, president of Access Innovations, Inc. on August 10, 2011. Part two of the Special Libraries Association's Leveraging Your Taxonomy series.
Cape Town - Bioschemas workshop before the Bioinformatics Education Summit.
Explains schema.org, Bioschemas, TeSS Case study, and the tools and implementation techniques adopters can use
An all-day version of Access Innovations' Taxonomy Fundamentals workshop, presented by Marjorie M.K. Hlava and Bob Kasenchak at the 2014 Special Libraries Association (SLA) annual meeting in Vancouver, British Columbia on June 7, 2014.
“A survey of corporate CIOs and general counsels found that, typically, 69% of the data most organizations keep can – and should – be deleted.”
Compliance, Governance and Oversight Counsel (CGOC) Summit
So what happens to the 69%? Most likely it will get migrated with no rhyme or reason. Just because it seems easier. And the organization is still left with mismanaged, useless information. That’s only one migration scenario. Migrations can be fraught with delays, budget overruns, and overall frustration. Register for this practical and informative webinar on March 25th, sponsored by Portal Solutions and Concept Searching and learn how you can eliminate migration challenges and reach the pinnacle of success.
What you will take away:
• Learn from Portal Solutions, an industry recognized SharePoint firm, the best practices and processes to approach migration
• Understand the key challenges that need to be overcome before migration
• Obtain buy-in and build the business case on why migration adds value and does not just move content from one place to another
• Take away a clear vision of the steps involved during migration and the phases to be accomplished
• Hear about Intelligent Migration technologies using conceptClassifier for SharePoint
• See how the technology is a key component in a migration solution
• Find the ROI of using one set of technologies to facilitate the migration process, and deploy metadata enabled solutions for search, content management, data protection, records management, and any application that uses metadata.
Watch this recorded webinar by Richard Mallah, Director of Advanced Analytics, to learn more about advancements in Text Analytics and how our Anzo Unstructured platform helps marry unstructured text with structured data from a wide variety of sources, allowing our customers to gain significant insights and competitive advantage by more easily and efficiently extracting meaning and value from the documents and the data.
An overview of Access Innovations, Inc.'s latest semantic enrichment tools, presented by company president Marjorie M.K. Hlava at the International Association of Scientific, Technical & Medical Publishers Winter 2013 e-Production seminar, December 5, 2013.
Anyone can tag a document, but that is the problem. People will tag with varying degrees of accuracy, or worse still, with no accuracy. If documents are tagged accurately, then controlling and managing unstructured documents correctly is made possible. This session will review the pitfalls of manual tagging, and demonstrate the current capabilities of automatic document classification. It will also explore how intelligent metadata solutions benefit business operations, by improving migration, records management, deduplication and search.
Taking the Pain out of Data Science - RecSys Machine Learning Framework Over ...Sonya Liberman
Outbrain is the world’s largest discovery platform, bringing personalized and relevant content to audiences while helping publishers understand their audiences through data.
Its recommender system is serving billions of content recommendations daily, based on millions of hourly user interactions.
Our predictive models span over a variety of supervised learning techniques, ranging from content-based recommenders, through behavioral models and all the way to collaborative techniques such as factorization machines. Agility and stability are crucial aspects of the system.
This talk will cover our journey towards solutions that would not compromise neither on scale nor on model complexity, and design a dynamic framework that shortens the cycle between research and production.
We will cover the different stages of the framework, including important take away lessons for data scientists as well as software engineers.
Sonya Liberman is leading a team of Machine Learning Engineers and Data Scientists building large-scale recommender systems for personalized content discovery @ Outbrain, serving tens of billions real-time recommendations a day.
Especially enjoys bringing theory to production and seeing how it affects the engagement of (many) users.
This invited talk was given at ILTechTalk Week, 2018 by Shaked Bar, a Teach Lead and Algorithms Engineer in the team.
This webinar will explain how to get the most out of conceptSearch, with its innovative technology delivering both high precision and high recall, by weighting compound terms, or multi-word phrases. This is particularly important for organizations that need sophisticated search and retrieval solutions.
• Compound term extraction
• Relevance rankings
• Automatically generated related topics
• Faceted navigation
• Drilling down through a combination of free text search and multiple taxonomy browse
Organizations are beginning to recognize that search is not a stand-alone technology or application, but must be integrated with business processes and corporate objectives as a key infrastructure component.
Why? Providing enriched metadata to the search engine index significantly improves search applications, eDiscovery, FOIA requests, and collaboration.
In this webinar COMPU-DATA International and Concept Searching will demonstrate their combined offering that uses unique, language independent technology and integrated enterprise metadata repository management, to deliver intelligent metadata enabled search.
What you will learn about during this session:
• How our innovative technology delivers both high precision and high recall, using industry unique compound term processing
• How to accomplish federated search as content is created or ingested
• How to enable true concept based searching
• How to eliminate end user tagging
• How to integrate the combined solution with any search engine including SharePoint, the former FAST products, Google Search Appliance, IBM Vivisimo, and Solr
• How the combined solution can be extended to address records identification, protection of privacy information, migration, and text analytics with the same technology
• Benefit from industry-specific use cases:
• Developing a powerful search solution for the US Army, creating easy access to millions of records, with an integrated solution to consolidate many data sources, accessing high volumes of data
• Solving search, migration, records management, and data privacy challenges to manage the intranet for a global company which designs, manufactures, and distributes appliances to more than 70 countries
Watch the webinar at: http://embt.co/1OMDHK7
Although master data management (MDM) systems have been deployed in numerous industries and organizations, the vision of creating an overall “single source of truth” is beginning to yield to a more pragmatic perspective of providing visibility to shared information about uniquely-identifiable entities within the enterprise. This more mature approach sheds light on some of the potential gaps associated with the typical out-of-the-box data models for customer or product.
In this webinar, David Loshin addresses data modeling for MDM systems, and share insights about:
+ Some of the complexities emerging from reliance on canned master data models
+ Alternatives for revising how master data entities are viewed and consumed within the enterprise
+ How a consumption-oriented engagement process will help the master data modeler devise thoughtful conceptual and logical representations of shared master data
He also discusses how these different ways of looking at master data modeling will help reduce complexity for master data adoption, system interoperability, and legacy migration.
Learn more about ER/Studio at http://www.embarcadero.com/products/er-studio
With the increase in unstructured information, organizations are looking for new ways to not only improve their search and retrieval process, but also manage and leverage their information assets to improve performance when migrating information.
In this webinar InfoStrata Solutions and Concept Searching will discuss strategies for analyzing your existing information, to categorize and prioritize your assets prior to migrating to SharePoint. We will explore how to leverage the Term Store in different ways to manage content, and how migration and storage costs can be reduced by de-duplicating, removing, or archiving obsolete content.
What you will take away from this session:
• Understand the migration process, to ensure important content is not lost
• Learn how Concept Searching’s Smart Content Framework™ can provide a new way to undertake bulk migrations
• Learn strengths and weaknesses of the information management capabilities of SharePoint 2010 and 2013
• Best practices on managing content with the Term Store
• The difference between a proprietary taxonomy solution and a fully integrated Term Store solution
• Intuitive and unique features in conceptTaxonomyManager that integrate with the SharePoint Term Store, leveraging metadata to drive business value
Speakers:
Mark Adams, Director at InfoStrata Solutions
Paul Billingham, Sales Director of Europe at Concept Searching
John Challis, Founder and CTO at Concept Searching
SharePoint 2013 Governance Planning - SharePoint governance is the set of policies, roles, responsibilities, and processes that guides, directs, and controls how an organization's business divisions and IT teams cooperate to achieve business goals.
Have you ever wondered how search works while visiting an e-commerce site, internal website, or searching through other types of online resources? Look no further than this informative session on the ways that taxonomies help end-users navigate the internet! Hear from taxonomists and other information professionals who have first-hand experience creating and working with taxonomies that aid in navigation, search, and discovery across a range of disciplines.
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Cape Town - Bioschemas workshop before the Bioinformatics Education Summit.
Explains schema.org, Bioschemas, TeSS Case study, and the tools and implementation techniques adopters can use
An all-day version of Access Innovations' Taxonomy Fundamentals workshop, presented by Marjorie M.K. Hlava and Bob Kasenchak at the 2014 Special Libraries Association (SLA) annual meeting in Vancouver, British Columbia on June 7, 2014.
“A survey of corporate CIOs and general counsels found that, typically, 69% of the data most organizations keep can – and should – be deleted.”
Compliance, Governance and Oversight Counsel (CGOC) Summit
So what happens to the 69%? Most likely it will get migrated with no rhyme or reason. Just because it seems easier. And the organization is still left with mismanaged, useless information. That’s only one migration scenario. Migrations can be fraught with delays, budget overruns, and overall frustration. Register for this practical and informative webinar on March 25th, sponsored by Portal Solutions and Concept Searching and learn how you can eliminate migration challenges and reach the pinnacle of success.
What you will take away:
• Learn from Portal Solutions, an industry recognized SharePoint firm, the best practices and processes to approach migration
• Understand the key challenges that need to be overcome before migration
• Obtain buy-in and build the business case on why migration adds value and does not just move content from one place to another
• Take away a clear vision of the steps involved during migration and the phases to be accomplished
• Hear about Intelligent Migration technologies using conceptClassifier for SharePoint
• See how the technology is a key component in a migration solution
• Find the ROI of using one set of technologies to facilitate the migration process, and deploy metadata enabled solutions for search, content management, data protection, records management, and any application that uses metadata.
Watch this recorded webinar by Richard Mallah, Director of Advanced Analytics, to learn more about advancements in Text Analytics and how our Anzo Unstructured platform helps marry unstructured text with structured data from a wide variety of sources, allowing our customers to gain significant insights and competitive advantage by more easily and efficiently extracting meaning and value from the documents and the data.
An overview of Access Innovations, Inc.'s latest semantic enrichment tools, presented by company president Marjorie M.K. Hlava at the International Association of Scientific, Technical & Medical Publishers Winter 2013 e-Production seminar, December 5, 2013.
Anyone can tag a document, but that is the problem. People will tag with varying degrees of accuracy, or worse still, with no accuracy. If documents are tagged accurately, then controlling and managing unstructured documents correctly is made possible. This session will review the pitfalls of manual tagging, and demonstrate the current capabilities of automatic document classification. It will also explore how intelligent metadata solutions benefit business operations, by improving migration, records management, deduplication and search.
Taking the Pain out of Data Science - RecSys Machine Learning Framework Over ...Sonya Liberman
Outbrain is the world’s largest discovery platform, bringing personalized and relevant content to audiences while helping publishers understand their audiences through data.
Its recommender system is serving billions of content recommendations daily, based on millions of hourly user interactions.
Our predictive models span over a variety of supervised learning techniques, ranging from content-based recommenders, through behavioral models and all the way to collaborative techniques such as factorization machines. Agility and stability are crucial aspects of the system.
This talk will cover our journey towards solutions that would not compromise neither on scale nor on model complexity, and design a dynamic framework that shortens the cycle between research and production.
We will cover the different stages of the framework, including important take away lessons for data scientists as well as software engineers.
Sonya Liberman is leading a team of Machine Learning Engineers and Data Scientists building large-scale recommender systems for personalized content discovery @ Outbrain, serving tens of billions real-time recommendations a day.
Especially enjoys bringing theory to production and seeing how it affects the engagement of (many) users.
This invited talk was given at ILTechTalk Week, 2018 by Shaked Bar, a Teach Lead and Algorithms Engineer in the team.
This webinar will explain how to get the most out of conceptSearch, with its innovative technology delivering both high precision and high recall, by weighting compound terms, or multi-word phrases. This is particularly important for organizations that need sophisticated search and retrieval solutions.
• Compound term extraction
• Relevance rankings
• Automatically generated related topics
• Faceted navigation
• Drilling down through a combination of free text search and multiple taxonomy browse
Organizations are beginning to recognize that search is not a stand-alone technology or application, but must be integrated with business processes and corporate objectives as a key infrastructure component.
Why? Providing enriched metadata to the search engine index significantly improves search applications, eDiscovery, FOIA requests, and collaboration.
In this webinar COMPU-DATA International and Concept Searching will demonstrate their combined offering that uses unique, language independent technology and integrated enterprise metadata repository management, to deliver intelligent metadata enabled search.
What you will learn about during this session:
• How our innovative technology delivers both high precision and high recall, using industry unique compound term processing
• How to accomplish federated search as content is created or ingested
• How to enable true concept based searching
• How to eliminate end user tagging
• How to integrate the combined solution with any search engine including SharePoint, the former FAST products, Google Search Appliance, IBM Vivisimo, and Solr
• How the combined solution can be extended to address records identification, protection of privacy information, migration, and text analytics with the same technology
• Benefit from industry-specific use cases:
• Developing a powerful search solution for the US Army, creating easy access to millions of records, with an integrated solution to consolidate many data sources, accessing high volumes of data
• Solving search, migration, records management, and data privacy challenges to manage the intranet for a global company which designs, manufactures, and distributes appliances to more than 70 countries
Watch the webinar at: http://embt.co/1OMDHK7
Although master data management (MDM) systems have been deployed in numerous industries and organizations, the vision of creating an overall “single source of truth” is beginning to yield to a more pragmatic perspective of providing visibility to shared information about uniquely-identifiable entities within the enterprise. This more mature approach sheds light on some of the potential gaps associated with the typical out-of-the-box data models for customer or product.
In this webinar, David Loshin addresses data modeling for MDM systems, and share insights about:
+ Some of the complexities emerging from reliance on canned master data models
+ Alternatives for revising how master data entities are viewed and consumed within the enterprise
+ How a consumption-oriented engagement process will help the master data modeler devise thoughtful conceptual and logical representations of shared master data
He also discusses how these different ways of looking at master data modeling will help reduce complexity for master data adoption, system interoperability, and legacy migration.
Learn more about ER/Studio at http://www.embarcadero.com/products/er-studio
With the increase in unstructured information, organizations are looking for new ways to not only improve their search and retrieval process, but also manage and leverage their information assets to improve performance when migrating information.
In this webinar InfoStrata Solutions and Concept Searching will discuss strategies for analyzing your existing information, to categorize and prioritize your assets prior to migrating to SharePoint. We will explore how to leverage the Term Store in different ways to manage content, and how migration and storage costs can be reduced by de-duplicating, removing, or archiving obsolete content.
What you will take away from this session:
• Understand the migration process, to ensure important content is not lost
• Learn how Concept Searching’s Smart Content Framework™ can provide a new way to undertake bulk migrations
• Learn strengths and weaknesses of the information management capabilities of SharePoint 2010 and 2013
• Best practices on managing content with the Term Store
• The difference between a proprietary taxonomy solution and a fully integrated Term Store solution
• Intuitive and unique features in conceptTaxonomyManager that integrate with the SharePoint Term Store, leveraging metadata to drive business value
Speakers:
Mark Adams, Director at InfoStrata Solutions
Paul Billingham, Sales Director of Europe at Concept Searching
John Challis, Founder and CTO at Concept Searching
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Have you ever wondered how search works while visiting an e-commerce site, internal website, or searching through other types of online resources? Look no further than this informative session on the ways that taxonomies help end-users navigate the internet! Hear from taxonomists and other information professionals who have first-hand experience creating and working with taxonomies that aid in navigation, search, and discovery across a range of disciplines.
Making AI Behave: Using Knowledge Domains to Produce Useful, Trustworthy ResultsAccess Innovations, Inc.
In today's highly charged atmosphere of anxiety and anticipation about AI, and especially LLMs,
one of the biggest concerns is how to ensure that it returns accurate results (meaning both true
and pertinent to its audience). This is particularly important to scholarly, scientific, and other
technical organizations, whose constituents are often in very specific domains, such as
medicine, engineering, history, biology, chemistry, etc. One extremely useful tool to incorporate in an AI-based process in such cases is a comprehensive and well-structured knowledge domain which is based on a controlled vocabulary.
Smart Submit and Client Support
Michael Millar, Junior Software Developer, and Frank Coates, Client Support Manager
Get a peek at the new and improved Smart Submit and learn about new, easier ways to contact the support team at Access Innovations.
How a Good Taxonomy Can Provide Valuable Business Insights
Kristen Monahan, Public Library of Science (PLOS)
Kristen is a business analyst and she won’t be talking about the PLOS taxonomy but rather how she uses that taxonomy to drill down into the massive amount of content, metadata, and usage and process data that is PLOS for deep, detailed analysis and to drive business decisions. Much of this work involves trend analysis. For example, trend analysis of submissions can look at the time it takes from submission to decision by subject (narrow subjects like Covid, broad subjects like biotechnology), or by institution, or by country, etc. to see not just the overall big picture but where in their submission and peer review workflows the bottlenecks might be. A trend analysis of topics over time can prompt them to issue a call for papers for a topic they think needs to be better covered–and then look at both short-term and long-term trends resulting from that call to papers. Their taxonomy doesn’t just make their content smarter–it makes how they publish that content smarter too.
Editor and Peer Reviewer Assignments Using Data Harmony
Andrew Smeall, Hindawi Publishing
Andrew will show how Hindawi, an open access publisher, applies their taxonomy to make editor and reviewer assignments for incoming submissions to their journals.
Cloud Deployment of Data Harmony
Jeffrey Gordon, Lead Developer, Access Innovations, Inc.
Jeffrey will describe the cloud deployment of the Data Harmony software.
Marjorie M. K. Hlava, President, Chair of the Board, and Chief Scientist, Access Innovations, Inc.
During this annual highlight of the DHUG meetings, Margie will discuss the exciting new changes and additions to the Data Harmony software. She will be joined by some members of our software development team to talk about specific initiatives we have worked on over the past year.
Access Innovations and Atypon: Beyond Content Tagging
Hong Zhou and Gerasimos Razis, Atypon
Gerasimos and Hong will discuss the changes to the Atypon platform since DHUG 2020.
Getting to the Point: Using AI and Taxonomies to Craft Meta -Titles
Travis Hicks, American Society of Clinical Oncology (ASCO)
Looking to better leverage SEO and include key terms in the url construct for research abstracts, ASCO is working with Access Innovations to evaluate how to programmatically create short titles for abstracts. The idea is to index titles against existing taxonomies as a way of producing a short title that succinctly identified what an abstract is about for purposes of constructing a new url configuration. Travis will discuss the need, challenges, and early results of the project.
Expanding the Use of MAIstro at ASCE
Xi Van Fleet, American Society for Civil Engineers
Using MAIstro, ASCE created the subject/topic taxonomies for their publications to enhance content discovery and business insight. After achieving their primary goal, they have been expanding its use for other applications.
Lessons Learned From Building a Taxonomy and Indexing 140 Years of Content
Michael Darr, Project Manager, D33 – American Chemical Society Pubs IT
Michael will talk about the things they would do differently if they were to build a new taxonomy and index a legacy file, and the things they did right the first time.
Bill’s talk is entitled “WHAT’S IN A NAME? How Kew helps drug regulators disambiguate the messy welter of medicinal plant names to shore up regulation and save lives”. It’s really eye-opening to realize how complicated and imprecise names can get, with multiple scientific, pharmaceutical and popular names for the same thing or with one name used for completely different things.
This has real-world consequences. For example, the EU mistakenly banned a useful plant we use every day when intending to ban a poisonous one because of a naming problem. How Kew is using semantic and taxonomic tools and technologies to bring order to this complexity (I almost said chaos) is really fascinating. They’re also helping to disambiguate nomenclature and provide links to authoritative information for botanical terms for use in journal articles, among other things.
Daniel Vasicek discuss the processes undertaken to OCR various kinds of content from the University of Florida Special Collections to make them machine readable for indexing.
Acute scrotum is a general term referring to an emergency condition affecting the contents or the wall of the scrotum.
There are a number of conditions that present acutely, predominantly with pain and/or swelling
A careful and detailed history and examination, and in some cases, investigations allow differentiation between these diagnoses. A prompt diagnosis is essential as the patient may require urgent surgical intervention
Testicular torsion refers to twisting of the spermatic cord, causing ischaemia of the testicle.
Testicular torsion results from inadequate fixation of the testis to the tunica vaginalis producing ischemia from reduced arterial inflow and venous outflow obstruction.
The prevalence of testicular torsion in adult patients hospitalized with acute scrotal pain is approximately 25 to 50 percent
Recomendações da OMS sobre cuidados maternos e neonatais para uma experiência pós-natal positiva.
Em consonância com os ODS – Objetivos do Desenvolvimento Sustentável e a Estratégia Global para a Saúde das Mulheres, Crianças e Adolescentes, e aplicando uma abordagem baseada nos direitos humanos, os esforços de cuidados pós-natais devem expandir-se para além da cobertura e da simples sobrevivência, de modo a incluir cuidados de qualidade.
Estas diretrizes visam melhorar a qualidade dos cuidados pós-natais essenciais e de rotina prestados às mulheres e aos recém-nascidos, com o objetivo final de melhorar a saúde e o bem-estar materno e neonatal.
Uma “experiência pós-natal positiva” é um resultado importante para todas as mulheres que dão à luz e para os seus recém-nascidos, estabelecendo as bases para a melhoria da saúde e do bem-estar a curto e longo prazo. Uma experiência pós-natal positiva é definida como aquela em que as mulheres, pessoas que gestam, os recém-nascidos, os casais, os pais, os cuidadores e as famílias recebem informação consistente, garantia e apoio de profissionais de saúde motivados; e onde um sistema de saúde flexível e com recursos reconheça as necessidades das mulheres e dos bebês e respeite o seu contexto cultural.
Estas diretrizes consolidadas apresentam algumas recomendações novas e já bem fundamentadas sobre cuidados pós-natais de rotina para mulheres e neonatos que recebem cuidados no pós-parto em unidades de saúde ou na comunidade, independentemente dos recursos disponíveis.
É fornecido um conjunto abrangente de recomendações para cuidados durante o período puerperal, com ênfase nos cuidados essenciais que todas as mulheres e recém-nascidos devem receber, e com a devida atenção à qualidade dos cuidados; isto é, a entrega e a experiência do cuidado recebido. Estas diretrizes atualizam e ampliam as recomendações da OMS de 2014 sobre cuidados pós-natais da mãe e do recém-nascido e complementam as atuais diretrizes da OMS sobre a gestão de complicações pós-natais.
O estabelecimento da amamentação e o manejo das principais intercorrências é contemplada.
Recomendamos muito.
Vamos discutir essas recomendações no nosso curso de pós-graduação em Aleitamento no Instituto Ciclos.
Esta publicação só está disponível em inglês até o momento.
Prof. Marcus Renato de Carvalho
www.agostodourado.com
Ozempic: Preoperative Management of Patients on GLP-1 Receptor Agonists Saeid Safari
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Flu Vaccine Alert in Bangalore Karnatakaaddon Scans
As flu season approaches, health officials in Bangalore, Karnataka, are urging residents to get their flu vaccinations. The seasonal flu, while common, can lead to severe health complications, particularly for vulnerable populations such as young children, the elderly, and those with underlying health conditions.
Dr. Vidisha Kumari, a leading epidemiologist in Bangalore, emphasizes the importance of getting vaccinated. "The flu vaccine is our best defense against the influenza virus. It not only protects individuals but also helps prevent the spread of the virus in our communities," he says.
This year, the flu season is expected to coincide with a potential increase in other respiratory illnesses. The Karnataka Health Department has launched an awareness campaign highlighting the significance of flu vaccinations. They have set up multiple vaccination centers across Bangalore, making it convenient for residents to receive their shots.
To encourage widespread vaccination, the government is also collaborating with local schools, workplaces, and community centers to facilitate vaccination drives. Special attention is being given to ensuring that the vaccine is accessible to all, including marginalized communities who may have limited access to healthcare.
Residents are reminded that the flu vaccine is safe and effective. Common side effects are mild and may include soreness at the injection site, mild fever, or muscle aches. These side effects are generally short-lived and far less severe than the flu itself.
Healthcare providers are also stressing the importance of continuing COVID-19 precautions. Wearing masks, practicing good hand hygiene, and maintaining social distancing are still crucial, especially in crowded places.
Protect yourself and your loved ones by getting vaccinated. Together, we can help keep Bangalore healthy and safe this flu season. For more information on vaccination centers and schedules, residents can visit the Karnataka Health Department’s official website or follow their social media pages.
Stay informed, stay safe, and get your flu shot today!
- Video recording of this lecture in English language: https://youtu.be/lK81BzxMqdo
- Video recording of this lecture in Arabic language: https://youtu.be/Ve4P0COk9OI
- Link to download the book free: https://nephrotube.blogspot.com/p/nephrotube-nephrology-books.html
- Link to NephroTube website: www.NephroTube.com
- Link to NephroTube social media accounts: https://nephrotube.blogspot.com/p/join-nephrotube-on-social-media.html
Explore natural remedies for syphilis treatment in Singapore. Discover alternative therapies, herbal remedies, and lifestyle changes that may complement conventional treatments. Learn about holistic approaches to managing syphilis symptoms and supporting overall health.
New Drug Discovery and Development .....NEHA GUPTA
The "New Drug Discovery and Development" process involves the identification, design, testing, and manufacturing of novel pharmaceutical compounds with the aim of introducing new and improved treatments for various medical conditions. This comprehensive endeavor encompasses various stages, including target identification, preclinical studies, clinical trials, regulatory approval, and post-market surveillance. It involves multidisciplinary collaboration among scientists, researchers, clinicians, regulatory experts, and pharmaceutical companies to bring innovative therapies to market and address unmet medical needs.
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TEST BANK for Operations Management, 14th Edition by William J. Stevenson, Ve...kevinkariuki227
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i3 Health is pleased to make the speaker slides from this activity available for use as a non-accredited self-study or teaching resource.
This slide deck presented by Dr. Kami Maddocks, Professor-Clinical in the Division of Hematology and
Associate Division Director for Ambulatory Operations
The Ohio State University Comprehensive Cancer Center, will provide insight into new directions in targeted therapeutic approaches for older adults with mantle cell lymphoma.
STATEMENT OF NEED
Mantle cell lymphoma (MCL) is a rare, aggressive B-cell non-Hodgkin lymphoma (NHL) accounting for 5% to 7% of all lymphomas. Its prognosis ranges from indolent disease that does not require treatment for years to very aggressive disease, which is associated with poor survival (Silkenstedt et al, 2021). Typically, MCL is diagnosed at advanced stage and in older patients who cannot tolerate intensive therapy (NCCN, 2022). Although recent advances have slightly increased remission rates, recurrence and relapse remain very common, leading to a median overall survival between 3 and 6 years (LLS, 2021). Though there are several effective options, progress is still needed towards establishing an accepted frontline approach for MCL (Castellino et al, 2022). Treatment selection and management of MCL are complicated by the heterogeneity of prognosis, advanced age and comorbidities of patients, and lack of an established standard approach for treatment, making it vital that clinicians be familiar with the latest research and advances in this area. In this activity chaired by Michael Wang, MD, Professor in the Department of Lymphoma & Myeloma at MD Anderson Cancer Center, expert faculty will discuss prognostic factors informing treatment, the promising results of recent trials in new therapeutic approaches, and the implications of treatment resistance in therapeutic selection for MCL.
Target Audience
Hematology/oncology fellows, attending faculty, and other health care professionals involved in the treatment of patients with mantle cell lymphoma (MCL).
Learning Objectives
1.) Identify clinical and biological prognostic factors that can guide treatment decision making for older adults with MCL
2.) Evaluate emerging data on targeted therapeutic approaches for treatment-naive and relapsed/refractory MCL and their applicability to older adults
3.) Assess mechanisms of resistance to targeted therapies for MCL and their implications for treatment selection
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How to Apply Your Taxonomy to Your Content Automatically
1. How to apply yourHow to apply your
taxonomy to yourtaxonomy to your
contentcontent
AUTOMATICALLYAUTOMATICALLY
Marjorie M.K. Hlava
President
Access Innovations / Data Harmony
mhlava@accessinn.com
www.dataharmony.com
www.accessinn.com
505-998-0800
2. Three things to cover
today
1. Operationalizing Auto Indexing (MAI)
2. Where is MAI using a taxonomy used now
3. How does the MAI work?
3. Operationalizing the
taxonomy
• Expected organizational change
• How is it put into place - Getting it applied Getting
people to understand
• Getting the organization to embrace the taxonomy
• Two areas to consider
– Technical aspects of implementation
– Cultural Aspects of changes use patterns
4. Expected organizational
change
• Find and discover ability improved!
• Automatic implementation
• Tagging everything
• Document management plan
• Make it part of the infrastructure
• Thinking in outlines
• Everyone uses the same outline - taxonomy
5. Getting the organization to
embrace the taxonomy
• Use the MAI as an aid
–Indexing = applying the taxonomy terms
–Automatic or background indexing
–Index on Save or submit
–Automatically index the old documents
whenever they are seen or requested
again
• Make it easy for the users – auto in the
background
6. Assumptions
• Taxonomy has been created
• Tested on the documents, pages etc.
• Agreed to by the major stakeholders
• Is ready to apply to the records
– There is a field to put this subject metadata in
– The use is established –
• Where the terms will be used
• How the terms will be used
• Maintenance is established
– Search log feeds
– Feedback from users
– Wired into new product development needs
7. Where is it put into place?
• Tag / index content
– Metadata records
– Full text inline
• Web navigation
– Browse – navigation tree
– NavBar
– Search
• Product catalogs
• Customer Service – find the answers quickly
13. Taxonomies in new ways
• Mashups
• Visualization of your content
• Trend analysis
• Content segmentation / repackaging
• Author / people profiles
• Place and people disambiguation
• Data cross walks
• In Sharepoint
27. • Consistency
– Machine Aided Indexing consistently suggests the same term
under the same conditions.
– Initial tests on units from client proved to be 20% more
consistent than manual indexing.
• Deeper Indexing
• Machine Aided Indexing may suggest more terms per unit than
manual indexers working under a per unit quota.
• Faster Processing
• Human verification of suggested indexing terms can be seven (7)
times as fast as manual indexing.
• Fully automatic indexing can run 8 million articles in 2 hours in
the Amazon Cloud Service
• Full text indexing article(30 page articles) at less than a minute
per article07/25/13 Copyright (c) 1998 Access Innovations, Inc.
Advantages of MAI
28. 07/25/13 Copyright (c) 1998 Access Innovations, Inc.
Use of Thesaurus
• Faster Rule Building
• Determines Depth of Indexing
• Increases Measurable Consistency
• Provides Base for Statistical
Computations
29. 07/25/13 Copyright (c) 1998 Access Innovations, Inc.
MAI System Overview --
System Components
1. Thesaurus / Taxonomy
2. MAI Program
a. Rule Builder
b. MAI Engine (matches text to terms)
c. Statistics Computation
3. Knowledge Base / Rule base
4. Editorial Evaluation
30.
31. How does auto indexing work?
• The Modules
• The syntax
• The process
• How do you know if it’s good? Statistics /
evaluation
• Rules of thumb
33. 07/25/13 Copyright (c) 1998 Access Innovations, Inc.
Edit • Interactive text editor for building rules
• Provides insertion, deletion, copying of
characters or marked blocks
Reports • Creates Knowledge Base listings
• Can output all rules, or selected rules
MAI - Rule Builder
34. 07/25/13 Copyright (c) 1998 Access Innovations, Inc.
MAI – Concept Extractor
Input • Reads client’s electronic file format
• Creates internal format for scanning
• Modified project by project
Interpreter • Scans reformatted input, selects phrases
• Looks up text phrases in Knowledge Base
• Interprets rule(s) associated with matched phrase
Output • Produces electronic file of scanned units with
suggested index terms for production of print file
• Optionally produces data file for statistics
program
35. 07/25/13 Copyright (c) 1998 Access Innovations, Inc.
MAI - Statistics Computation
How do you know if indexing is accurate?
• Accepts optional data file created by MAI engine
while processing units with existing index terms
• Computes MAI ‘Hit’, ‘Miss’, ‘Noise’ figures Reports
• Produces listing of terms with unit numbers
categorized as ‘Hit’, ‘Miss’, or ‘Noise’
36. Rules Type
• Simple Condition (80%)
• Identity
• synonym
• Complex Rules:
• Compound Condition
• Multiple Condition
Explanation
• If (condition is true) use term ‘A’
• Use term ‘B’ where ‘A’ (matched
text) is synonymous with, but not
identical to, ‘B’
• If (condition 1 is true and/or
condition 2 is true…and/or
condition n is true) use term ‘A’
• If (condition 1 is true…) use term ‘A’
else if (condition 2 is true…) use
term ‘B’ else if (condition n is true…)
use term ‘C’
07/25/13 Copyright (c) 1998 Access Innovations, Inc.
Rule Types
37. • Condition Type
• Proximity
• Location
• Format
• Truncation
• Explanation
• Helps to determine context of a
phrase by its relative location to
another indicative phrase.
• Determines where in the unit a
phrase occurs
• Checks the matched text for certain
conditions such as capitalization,
format (italic codes) or affixes
(prefix or suffix to root word).
• Left or right word stem isolation07/25/13 Copyright (c) 1998 Access Innovations, Inc.
More options
38. • NEAR “string”
– If the matched text is within 3 words before or after
another “string” in the same sentence.
• WITH “string”
– If the matched text is in the same sentence as another
“string”
• MENTIONS “string”
– If the matched text is in the same abstract as another
“string”
• AROUND “string”
– If the matched text is in the same text as another “string”
07/25/13
Proximity Conditions
39. • in title
– If the matched text is in “field”
• in abstract
– If the matched text is in “field”
• begin sentence
– If the matched text is located at the beginning of the
sentence
• end sentence
– If the matched text is located at the end of the sentence
07/25/13 Copyright (c) 1998 Access Innovations, Inc.
Location Conditions
40. • all caps
– If the matched text is all caps
• initial caps
– If the matched text begins with a capital letter
• match “string 1”,
– If the matched text begins with, ends “string 2” with, or is
included within specific character strings(s), such as
“<i>”, “</i>” or quotation sets
07/25/13
Format Conditions
41. • Affix “string1”,
– • If the matched text is a root word in“string2”
the Knowledge Base which is prefixed (string1) or
suffixed (string2) by specific character string(s),
such as “pseudo” or “ization”.
• Either string1 or string2 may be null(“”).
• Additionally, it will allow wild card characters such
as “*”.
07/25/13
Format Conditions (
42. 07/25/13
Simple Rules: Identity
text: artifact
rule: use artifact
text: accelerator mass spectrometry
rule: use accelerator mass spectrometry
text: National Socialism
rule: use National Socialism
use fascism
43. 07/25/13
Simple Rules: Synonym
text: testing
rule: use analysis
text: the history of
rule: use history
text: micrographs
rule: use scanning electron microscopy
text: casoni
rule: use adobe
44. 07/25/13
Complex Rules: Simple Condition
Automatically created
text: cave
rule: if (near “Sandia”)
use Sandia cave site
text: packing
rule: if (near “shipping”)
use packing and shipping
text: chin
rule: if (all caps)use
Canadian Heritage Information Network
45. 07/25/13
Complex Rules: Compound Condition
text: congress
rule: if (initial caps and not begin sentence)
and (with “u.s.” or with “united states”))
use U.S. Congress
text: dye
rule: if (in title and (near “natural” or
with “vegetable”)) use natural dyeing
text: x-ray
rule: if (near “energy dispersive” or mentions
“(xrd)” or (near “fluorescence” and with
“spectroscopy”))
use energy-dispersive x-ray fluorescence
spectroscopy
46. 07/25/13 Copyright (c) 1998 Access Innovations, Inc.
Complex MAI Rule
Rule: survey
12804: IF (near "geological" OR with "geophysics" OR with "oil recovery")
USE geophysical prospecting
ENDIF
IF (mentions "interstellar" OR mentions "star" OR mentions "stars"
OR mentions "Universe" OR mentions "stellar"
OR mentions "galaxies" OR mentions "protostars" OR mentions "protostar"
OR mentions "galactic" OR mentions "galaxy" OR mentions "radio source"
OR mentions "HII regions" OR mentions "nebula" OR mentions "nova"
OR mentions "supernova" OR mentions "nebulae" OR mentions "novae")
USE astronomy and astrophysics
ENDIF
IF (mentions "discusses" OR mentions "presents" OR mentions
"the author" OR mentions "this article" OR mentions "this book"
OR mentions "this paper" OR mentions "the article" OR mentions
"the book" OR mentions "the paper")
USE reviews
ENDIF
47. • HIT
– When the MAI engine generates an indexing term
which is identical to an index term which would
have been assigned by a human indexer
• MISS
– When the MAI engine fails to generate an
indexing term which would have been assigned by
a human indexer.
• NOISE
– When the MAI engine generates an indexing term
which is incorrect, out of context, or illogical.
07/25/13
MAI Statistics Terms
48. • CONSISTENCY
– When topical or descriptive indexing terms are assigned in
the same way from article to article over time.
• DEPTH
– A qualitative measure of the level and range of detail of
the indexing (ie, from broader terms to narrower terms of
a single concept).
• BREADTH
– A qualitative measure of the number or range of concepts
indexed in an article.
07/25/13 Copyright (c) 1998 Access Innovations, Inc.
MAI Statistics Terms
50. • Aim for 85% of higher accuracy
– Hits of misses and noise
• Maintain monthly
– Thesaurus / taxonomy updates
– From search logs
– From new sources covered
– From new initiatives and term usage
• Maintain MAI with term changes and additions
– 80% of rules are automatic match rules
– Should create 6 – 10 rules per hour
• Do regular random sampling to improve the indexing quality 1%
• Reindex when taxonomy changes reach 5% of the term base
• Hire people good at logic and word games
07/25/13 Copyright (c) 1998 Access Innovations, Inc.
Rules of thumb
51. Cost items
• Software
– Two main types –
• Bayesian / statistical / co-occurrence
• Rules based
• Educating the system
– Training the system based on collection of records where the terms
are used correctly
– 20% of terms may need disambiguation
• Implementing the system
– Setting the vectors (programmers)
– Applying the rules (editors / taxonomists)
• Ongoing maintenance
– Resetting the vectors (programmers)
– Updating the terms and rules (editors / taxonomists)
52. • A. MAI System Components
• Thesaurus
• Knowledge Base
• MAI Program
• Editorial Evaluation
• B. Use of Thesaurus
• Word Standardization
• Faster Rule Building
• Increased Measurable Consistency
07/25/13 Copyright (c) 1998 Access Innovations, Inc.
MAI Summary
53. • C. Knowledge Base Components
• Simple Rules
• Complex Rules
• D. MAI Program Modules
• Rule Builder Module
• MAI Engine Module
• Statistics Computation
• E. Advantages of Rules based MAI
• Consistency
• Deeper Indexing
• Faster Thru Put
07/25/13 Copyright (c) 1998 Access Innovations, Inc.
MAI Summary
55. Thank youThank you
Marjorie M.K. Hlava
President
Access Innovations / Data Harmony
mhlava@accessinn.com
www.dataharmony.com
www.accessinn.com
505-998-0800
Editor's Notes
NICEM, the National Information Center for Educational Media, is a database of over 640,000 audio and visual items in all subject areas that apply to learning, from preschool through professional. Access Innovations applies subject terms from the NICEM taxonomy to each bibliographic record. In addition to that backend data work, we also created a search and presentation layer for the website, which we call Search Harmony. Here are some of the user-friendly features that are included in Search Harmony: [Click] Users can navigate the site by browsing the full taxonomy, and see the number of records tagged with each subject [CLICK] Auto-completion of search terms, which is a common feature of many search engines, but in this case the user is assisted in formulating a search by seeing a pick list of terms from the taxonomy, including all synonyms – even if they appear in the middle of a phrase. [CLICK] The user is also guided to expand the topic with broader terms or related terms from the taxonomy, or narrow the search to find more precise information. [CLICK] The resulting site has been recognized as an indispensable resource for educators.
Thanks to Helen Atkins of AACR for this illustration. The real power of this is that the links can all go in all directions, so we take advantage of having the user’s attention regardless of how they step into our “web”