Universities are hungry to know how much they spend on Open Access fees. This data is important to planning transformative and read and publish agreements, forming library strategy, and understanding scholarly communication on your campus. Unfortunately, it hasn’t been easy to calculate how much your university is spending on Open Access.
Learn how recent developments in data sources and tools have made this easier during this webinar. We will discuss the underlying concepts behind calculating OA article-processing fee (APC) spend, and provide you with paths to calculate the Open Access fees paid by your institution. ALCTS webinar.
Calculating how much your University spends on Open Access and what to do abo...NASIG
Librarians are working hard to understand how much money their university is spending on open access article processing fees (APCs), and how much of what they subscribe to is available as OA. This information is useful when making subscription decisions, considering Read and Publish agreements, rethinking library open access budgets, and designing Institution-wide OA policies.
This session will talk concretely about how to calculate the impact of Open Access on *your* university. It will provide an overview on how to estimate the amount of money spent across a university on Open Access fees: we will discuss underlying concepts behind calculating OA article-processing fee (APC) spend and give an overview of useful data sources, including:
FlourishOA
Microsoft Academic Graph
PLOS API
Unpaywall Journals
We will also talk about Open Access on the subscription side, including how much of what you subscribe to is available as open access and how you can use that in your subscription decisions and negotiations.
The presenters are the cofounders of Our Research, the nonprofit company behind Unpaywall, the primary source of Open Access data worldwide.
Heather Piwowar, Co-founder, Our Research
Jason Priem, Co-founder, Our Research
Calculating how much your University spends on Open Access and what to do abo...NASIG
Librarians are working hard to understand how much money their university is spending on open access article processing fees (APCs), and how much of what they subscribe to is available as OA. This information is useful when making subscription decisions, considering Read and Publish agreements, rethinking library open access budgets, and designing Institution-wide OA policies.
This session will talk concretely about how to calculate the impact of Open Access on *your* university. It will provide an overview on how to estimate the amount of money spent across a university on Open Access fees: we will discuss underlying concepts behind calculating OA article-processing fee (APC) spend and give an overview of useful data sources, including:
FlourishOA
Microsoft Academic Graph
PLOS API
Unpaywall Journals
We will also talk about Open Access on the subscription side, including how much of what you subscribe to is available as open access and how you can use that in your subscription decisions and negotiations.
The presenters are the cofounders of Our Research, the nonprofit company behind Unpaywall, the primary source of Open Access data worldwide.
Heather Piwowar, Co-founder, Our Research
Jason Priem, Co-founder, Our Research
Calculating how much your University spends on Open Access--and what to do ab...Heather Piwowar
#NASIG2020 presentation
Librarians are working hard to understand how much money their university is spending on open access article processing fees (APCs), and how much of what they subscribe to is available as OA. This information is useful when making subscription decisions, considering Read and Publish agreements, rethinking library open access budgets, and designing Institution-wide OA policies.
This session will talk concretely about how to calculate the impact of Open Access on *your* university. It will provide an overview on how to estimate the amount of money spent across a university on Open Access fees: we will discuss underlying concepts behind calculating OA article-processing fee (APC) spend and give an overview of useful data sources, including Unsub.
Follow at @unsub_org
Intro to Managing Serials with Net Cost per Paid UseHeather Piwowar
This webinar will introduce a new metric for evaluating the cost effectiveness of Serials: Net Cost Per Paid Use (NCPPU). NCPPU goes beyond the standard Cost Per Use calculation to exclude free content (OA and back catalog), incorporate ILL costs, and value citation and authorship. ALCTS webinar.
Presentation given at a workshop of Science Europe "Data on Research Activity: Towards Data Interoperability for Research Funding and Research Performing Org dfanisations" on 15.6.2016
Open Source Framework for Deploying Data Science Models and Cloud Based Appli...ETCenter
Next generation applications address more sophisticated questions that go beyond 'What happened?' by using Machine Learning/Statistical modelling to answer 'Why?' and 'What will happen next? Data insights can be easily deployed and rapidly delivered to the decision makers via cloud based applications. This framework focuses on technologies available for the entire data workflow from ingestion and modeling to cloud deployment; Hadoop, MADlib, Python, R, CloudFoundry, etc. This presentation will also include examples of how this framework and innovative Data Science techniques have been applied across diverse business units within Media, including pricing analyses for ad optimization and predicting viewership.
While the Rio 2016 Olympics are winding down and the final medals are being handed out, we thought we would share a bit of work that was done recently by Rik Van Bruggen to explore a really interesting dataset in Neo4j.
Based on an original public dataset by the UK newspaper The Guardian, Rik completed the medallist dataset to contain over 30,000 Olympians between 1896 and 2012. He created a graph model, loaded the data, and wrote a bunch of example queries that yielded some very interesting results. Join us for this 30 minute webinar where we’ll take you through this great Olympian graph and take the data for a spin yourself afterwards.
Show Us A Better Way - A Look Back/ForwardGraham L
Very rough summary of www.showusabetterway.co.uk, followed by thoughts and questions about where government data mashing is heading in the future. Hoping to re-vamp this drastically some time in 2009.
Apologies for any funny text colours - Powerpoint + OpenOffice.org + Slideshare = "Interesting Times".
Easy Analytics on AWS with Amazon Redshift, Amazon QuickSight, and Amazon Mac...Amazon Web Services
AWS has a large and growing portfolio of big data management and analytics services, designed to be integrated into solution architectures that meet the needs of your business. In this session, we look at analytics through the eyes of a business intelligence analyst, a data scientist, and an application developer, and we explore how to quickly leverage Amazon Redshift, Amazon QuickSight, RStudio, and Amazon Machine Learning to create powerful, yet straightforward, business solutions.
Analytical Innovation: How to Build the Next Generation Data PlatformVMware Tanzu
There was a time when the Enterprise Data Warehouse (EDW) was the only way to provide a 360-degree analytical view of the business. In recent years many organizations have deployed disparate analytics alternatives to the EDW, including: cloud data warehouses, machine learning frameworks, graph databases, geospatial tools, and other technologies. Often these new deployments have resulted in the creation of analytical silos that are too complex to integrate, seriously limiting global insights and innovation.
Join guest speaker, 451 Research’s Jim Curtis and Pivotal’s Jacque Istok for an interactive discussion about some of the overarching trends affecting the data warehousing market, as well as how to build a next generation data platform to accelerate business innovation. During this webinar you will learn:
- The significance of a multi-cloud, infrastructure-agnostic analytics
- What is working and what isn’t, when it comes to analytics integration
- The importance of seamlessly integrating all your analytics in one platform
- How to innovate faster, taking advantage of open source and agile software
Speakers: James Curtis, Senior Analyst, Data Platforms & Analytics, 451 Research & Jacque Istok, Head of Data, Pivotal
Using AWS to design and build your data architecture has never been easier to gain insights and uncover new opportunities to scale and grow your business. Join this workshop to learn how you can gain insights at scale with the right big data applications.
Comparing the current PowerBI version and the Azure ML Lab for basic predictive models. A 101 session accompanied by live demos (not attached). Difinity conference New Zealand
Data-Driven Transformation: Leveraging Big Data at Showtime with Apache SparkDatabricks
Interested in learning how Showtime is leveraging the power of Spark to transform a traditional premium cable network into a data-savvy analytical competitor? The growth in our over-the-top (OTT) streaming subscription business has led to an abundance of user-level data not previously available. To capitalize on this opportunity, we have been building and evolving our unified platform which allows data scientists and business analysts to tap into this rich behavioral data to support our business goals. We will share how our small team of data scientists is creating meaningful features which capture the nuanced relationships between users and content; productionizing machine learning models; and leveraging MLflow to optimize the runtime of our pipelines, track the accuracy of our models, and log the quality of our data over time. From data wrangling and exploration to machine learning and automation, we are augmenting our data supply chain by constantly rolling out new capabilities and analytical products to help the organization better understand our subscribers, our content, and our path forward to a data-driven future.
Authors: Josh McNutt, Keria Bermudez-Hernandez
Calculating how much your University spends on Open Access--and what to do ab...Heather Piwowar
#NASIG2020 presentation
Librarians are working hard to understand how much money their university is spending on open access article processing fees (APCs), and how much of what they subscribe to is available as OA. This information is useful when making subscription decisions, considering Read and Publish agreements, rethinking library open access budgets, and designing Institution-wide OA policies.
This session will talk concretely about how to calculate the impact of Open Access on *your* university. It will provide an overview on how to estimate the amount of money spent across a university on Open Access fees: we will discuss underlying concepts behind calculating OA article-processing fee (APC) spend and give an overview of useful data sources, including Unsub.
Follow at @unsub_org
Intro to Managing Serials with Net Cost per Paid UseHeather Piwowar
This webinar will introduce a new metric for evaluating the cost effectiveness of Serials: Net Cost Per Paid Use (NCPPU). NCPPU goes beyond the standard Cost Per Use calculation to exclude free content (OA and back catalog), incorporate ILL costs, and value citation and authorship. ALCTS webinar.
Presentation given at a workshop of Science Europe "Data on Research Activity: Towards Data Interoperability for Research Funding and Research Performing Org dfanisations" on 15.6.2016
Open Source Framework for Deploying Data Science Models and Cloud Based Appli...ETCenter
Next generation applications address more sophisticated questions that go beyond 'What happened?' by using Machine Learning/Statistical modelling to answer 'Why?' and 'What will happen next? Data insights can be easily deployed and rapidly delivered to the decision makers via cloud based applications. This framework focuses on technologies available for the entire data workflow from ingestion and modeling to cloud deployment; Hadoop, MADlib, Python, R, CloudFoundry, etc. This presentation will also include examples of how this framework and innovative Data Science techniques have been applied across diverse business units within Media, including pricing analyses for ad optimization and predicting viewership.
While the Rio 2016 Olympics are winding down and the final medals are being handed out, we thought we would share a bit of work that was done recently by Rik Van Bruggen to explore a really interesting dataset in Neo4j.
Based on an original public dataset by the UK newspaper The Guardian, Rik completed the medallist dataset to contain over 30,000 Olympians between 1896 and 2012. He created a graph model, loaded the data, and wrote a bunch of example queries that yielded some very interesting results. Join us for this 30 minute webinar where we’ll take you through this great Olympian graph and take the data for a spin yourself afterwards.
Show Us A Better Way - A Look Back/ForwardGraham L
Very rough summary of www.showusabetterway.co.uk, followed by thoughts and questions about where government data mashing is heading in the future. Hoping to re-vamp this drastically some time in 2009.
Apologies for any funny text colours - Powerpoint + OpenOffice.org + Slideshare = "Interesting Times".
Easy Analytics on AWS with Amazon Redshift, Amazon QuickSight, and Amazon Mac...Amazon Web Services
AWS has a large and growing portfolio of big data management and analytics services, designed to be integrated into solution architectures that meet the needs of your business. In this session, we look at analytics through the eyes of a business intelligence analyst, a data scientist, and an application developer, and we explore how to quickly leverage Amazon Redshift, Amazon QuickSight, RStudio, and Amazon Machine Learning to create powerful, yet straightforward, business solutions.
Analytical Innovation: How to Build the Next Generation Data PlatformVMware Tanzu
There was a time when the Enterprise Data Warehouse (EDW) was the only way to provide a 360-degree analytical view of the business. In recent years many organizations have deployed disparate analytics alternatives to the EDW, including: cloud data warehouses, machine learning frameworks, graph databases, geospatial tools, and other technologies. Often these new deployments have resulted in the creation of analytical silos that are too complex to integrate, seriously limiting global insights and innovation.
Join guest speaker, 451 Research’s Jim Curtis and Pivotal’s Jacque Istok for an interactive discussion about some of the overarching trends affecting the data warehousing market, as well as how to build a next generation data platform to accelerate business innovation. During this webinar you will learn:
- The significance of a multi-cloud, infrastructure-agnostic analytics
- What is working and what isn’t, when it comes to analytics integration
- The importance of seamlessly integrating all your analytics in one platform
- How to innovate faster, taking advantage of open source and agile software
Speakers: James Curtis, Senior Analyst, Data Platforms & Analytics, 451 Research & Jacque Istok, Head of Data, Pivotal
Using AWS to design and build your data architecture has never been easier to gain insights and uncover new opportunities to scale and grow your business. Join this workshop to learn how you can gain insights at scale with the right big data applications.
Comparing the current PowerBI version and the Azure ML Lab for basic predictive models. A 101 session accompanied by live demos (not attached). Difinity conference New Zealand
Data-Driven Transformation: Leveraging Big Data at Showtime with Apache SparkDatabricks
Interested in learning how Showtime is leveraging the power of Spark to transform a traditional premium cable network into a data-savvy analytical competitor? The growth in our over-the-top (OTT) streaming subscription business has led to an abundance of user-level data not previously available. To capitalize on this opportunity, we have been building and evolving our unified platform which allows data scientists and business analysts to tap into this rich behavioral data to support our business goals. We will share how our small team of data scientists is creating meaningful features which capture the nuanced relationships between users and content; productionizing machine learning models; and leveraging MLflow to optimize the runtime of our pipelines, track the accuracy of our models, and log the quality of our data over time. From data wrangling and exploration to machine learning and automation, we are augmenting our data supply chain by constantly rolling out new capabilities and analytical products to help the organization better understand our subscribers, our content, and our path forward to a data-driven future.
Authors: Josh McNutt, Keria Bermudez-Hernandez
submission summary for #WSSSPE Policy session on Credit, Citation, and ImpactHeather Piwowar
submission summary for #WSSSPE Policy session on Credit, Citation, and Impact
presentation by Heather Piwowar
November 2013
agenda: http://wssspe.researchcomputing.org.uk/
AAAS 2012: Data about the costs and benefits of Open Research DAtaHeather Piwowar
Heather Piwowar's talk at AAAS 2012 session on Accelerating Scientific Progress Through Public Availability of Research Data http://aaas.confex.com/aaas/2012/webprogram/Session4117.html
Text Mining Rights from Three Perspectives: Researcher.Heather Piwowar
Presentation by Heather Piwowar at the Charleston Conference 2012 as part of the "Text Mining Rights from Three Perspectives" session with Teresa Lee and Judson Dunham
http://2012charlestonconference.sched.org/event/fefb0c29aa6bbf91521e35efc2dd151c
See Jud's slides at http://www.slideshare.net/judsondunham/three-perspectives-on-text-mining-publisher
How to Make a Field invisible in Odoo 17Celine George
It is possible to hide or invisible some fields in odoo. Commonly using “invisible” attribute in the field definition to invisible the fields. This slide will show how to make a field invisible in odoo 17.
Operation “Blue Star” is the only event in the history of Independent India where the state went into war with its own people. Even after about 40 years it is not clear if it was culmination of states anger over people of the region, a political game of power or start of dictatorial chapter in the democratic setup.
The people of Punjab felt alienated from main stream due to denial of their just demands during a long democratic struggle since independence. As it happen all over the word, it led to militant struggle with great loss of lives of military, police and civilian personnel. Killing of Indira Gandhi and massacre of innocent Sikhs in Delhi and other India cities was also associated with this movement.
Welcome to TechSoup New Member Orientation and Q&A (May 2024).pdfTechSoup
In this webinar you will learn how your organization can access TechSoup's wide variety of product discount and donation programs. From hardware to software, we'll give you a tour of the tools available to help your nonprofit with productivity, collaboration, financial management, donor tracking, security, and more.
Francesca Gottschalk - How can education support child empowerment.pptxEduSkills OECD
Francesca Gottschalk from the OECD’s Centre for Educational Research and Innovation presents at the Ask an Expert Webinar: How can education support child empowerment?
June 3, 2024 Anti-Semitism Letter Sent to MIT President Kornbluth and MIT Cor...Levi Shapiro
Letter from the Congress of the United States regarding Anti-Semitism sent June 3rd to MIT President Sally Kornbluth, MIT Corp Chair, Mark Gorenberg
Dear Dr. Kornbluth and Mr. Gorenberg,
The US House of Representatives is deeply concerned by ongoing and pervasive acts of antisemitic
harassment and intimidation at the Massachusetts Institute of Technology (MIT). Failing to act decisively to ensure a safe learning environment for all students would be a grave dereliction of your responsibilities as President of MIT and Chair of the MIT Corporation.
This Congress will not stand idly by and allow an environment hostile to Jewish students to persist. The House believes that your institution is in violation of Title VI of the Civil Rights Act, and the inability or
unwillingness to rectify this violation through action requires accountability.
Postsecondary education is a unique opportunity for students to learn and have their ideas and beliefs challenged. However, universities receiving hundreds of millions of federal funds annually have denied
students that opportunity and have been hijacked to become venues for the promotion of terrorism, antisemitic harassment and intimidation, unlawful encampments, and in some cases, assaults and riots.
The House of Representatives will not countenance the use of federal funds to indoctrinate students into hateful, antisemitic, anti-American supporters of terrorism. Investigations into campus antisemitism by the Committee on Education and the Workforce and the Committee on Ways and Means have been expanded into a Congress-wide probe across all relevant jurisdictions to address this national crisis. The undersigned Committees will conduct oversight into the use of federal funds at MIT and its learning environment under authorities granted to each Committee.
• The Committee on Education and the Workforce has been investigating your institution since December 7, 2023. The Committee has broad jurisdiction over postsecondary education, including its compliance with Title VI of the Civil Rights Act, campus safety concerns over disruptions to the learning environment, and the awarding of federal student aid under the Higher Education Act.
• The Committee on Oversight and Accountability is investigating the sources of funding and other support flowing to groups espousing pro-Hamas propaganda and engaged in antisemitic harassment and intimidation of students. The Committee on Oversight and Accountability is the principal oversight committee of the US House of Representatives and has broad authority to investigate “any matter” at “any time” under House Rule X.
• The Committee on Ways and Means has been investigating several universities since November 15, 2023, when the Committee held a hearing entitled From Ivory Towers to Dark Corners: Investigating the Nexus Between Antisemitism, Tax-Exempt Universities, and Terror Financing. The Committee followed the hearing with letters to those institutions on January 10, 202
Acetabularia Information For Class 9 .docxvaibhavrinwa19
Acetabularia acetabulum is a single-celled green alga that in its vegetative state is morphologically differentiated into a basal rhizoid and an axially elongated stalk, which bears whorls of branching hairs. The single diploid nucleus resides in the rhizoid.
Macroeconomics- Movie Location
This will be used as part of your Personal Professional Portfolio once graded.
Objective:
Prepare a presentation or a paper using research, basic comparative analysis, data organization and application of economic information. You will make an informed assessment of an economic climate outside of the United States to accomplish an entertainment industry objective.
Read| The latest issue of The Challenger is here! We are thrilled to announce that our school paper has qualified for the NATIONAL SCHOOLS PRESS CONFERENCE (NSPC) 2024. Thank you for your unwavering support and trust. Dive into the stories that made us stand out!
CLASS 11 CBSE B.St Project AIDS TO TRADE - INSURANCE
How to Calculate OA APC Spend for Your University
1. How to Calculate OA APC Spend
for Your University
Heather Piwowar
March 4, 2020
@researchremix
heather@ourresearch.org
Hosted by ALCTS, the Association for Library Collections and Technical Services
16. How you can use this data
- negotiate better on hybrid journals (double dipping)
- inform a Read and Publish agreement
- inform a Publish and Publish (PLOS) agreement
- plan around APC funds or awards
- understand the changing landscape of scholcomm
- for research or advocacy purposes
- for being an expert on your own campus
18. Previous approaches:
- Just Gold OA https://arxiv.org/pdf/2002.12092.pdf
- University accounting data https://insights.uksg.org/article/10.1629/uksg.451/
But what if you also want Hybrid (define),
and don't have accounting data?
25. APC calculation steps
- Which papers
- OA
- affiliation
- How much money
- APC costs
- allocation
- Forecasting
- growth in costs
- growth in number of papers
26. APC calculation steps
- Which papers
- OA
- affiliation
- How much money
- APC costs
- allocation
- Forecasting
- growth in costs
- growth in number of papers
27. Sources of OA data
- 1findr
- Scopus
- Web of Science
- Dimensions
- Unpaywall
28.
29. You’re already
using Unpaywall
if you use:
● Web of Science
● Scopus
● ProQuest Summon
● OCLC WorldCat
● EBSCO EDS
● DS Dimensions
● Lens
● etc..
34. APC calculation steps
- Which papers
- OA
- affiliation
- How much money
- APC costs
- allocation
- Forecasting
- growth in costs
- growth in number of papers
35. sources of affiliation data
- where to get it
- Web of Science
- Scopus
- Dimensions
- Lens
- Microsoft Academic Graph
- standardization (GRID, ROR)
36. APC calculation steps
- Which papers
- OA
- affiliation
- How much money
- APC costs
- allocation
- Forecasting
- growth in costs
- growth in number of papers
37. source of APC data
- publisher pages
- OpenAPC: https://treemaps.intact-project.org/
38.
39.
40. Alas, not just list price
- The actual amount paid may differ from APC list prices due
to institutional membership agreements with discounts,
eventual editor discounts and more
- "Aside from the results of individual negotiations, there may
be other forms of benefit, for example due to frequency of
publication, prepayment deals, society memberships or
editor/reviewer activities"
- currency
41. APC calculation steps
- Which papers
- OA
- affiliation
- How much money
- APC costs
- allocation
- Forecasting
- growth in costs
- growth in number of papers
42. which author pays
- corresponding author
- last author
- richest author
- average of all authors
- ???
44. APC calculation steps
- Which papers
- OA
- affiliation
- How much money
- APC costs
- allocation
- Forecasting
- growth in costs
- growth in number of papers
46. APC calculation steps
- Which papers
- OA
- affiliation
- How much money
- APC costs
- allocation
- Forecasting
- growth in costs
- growth in number of papers
48. APC calculation steps
- Which papers
- OA
- affiliation
- How much money
- APC costs
- allocation
- Forecasting
- growth in costs
- growth in number of OA papers
62. Creates
A model projecting costs and
fulfillment for every journal,
for the next five years, using
NCPPU as the subscription
cost-effectiveness metric.
77. We'd love it if you want to check out
the demo or subscribe,
but you can also calculate much of
this yourself,
and also just think about your open
access costs differently!
78. APC calculation steps
- Which papers
- OA
- affiliation
- How much money
- APC costs
- allocation
- Forecasting
- growth in costs
- growth in number of OA papers
79. Additional reading:
- Used same approach proposed here, for Australian and NZ
unis: https://docs.lib.purdue.edu/cgi/viewcontent.cgi?article=2258&context=iatul
- APC price changes
https://sustainingknowledgecommons.org/2019/11/26/apc-price-changes-2019-2018-by-journal-and-by-publisher/
- OpenAPC technical article
https://pub.uni-bielefeld.de/download/2932530/2932531/439-4151-1-PB.pdf
