Interoperability describes the extent to which systems and devices can exchange data, and interpret that shared data.
National Interoperability Information Exchange
www.npstc.org/download.jsp?tableId=37&column=217&id=1248&file=Interoperability-Root-NIIX%20IO%20Com%20Presentatoin%20092507.pdf
National Interoperability Information Exchange
www.npstc.org/download.jsp?tableId=37&column=217&id=1248&file=Interoperability-Root-NIIX%20IO%20Com%20Presentatoin%20092507.pdf
EXAMPLES
The National Public Safety Telecommunications Council (NPSTC) was organized to encourage and facilitate implementation of the findings and recommendations of the Public Safety Wireless Advisory Committee (PSWAC), established in 1994 by the Federal Communications Commission (FCC) and National Telecommunications and Information Administration (NTIA) to evaluate the wireless communications needs of local, tribal, state, and federal public safety agencies through the year 2010, identify problems, and recommend possible solutions. Source: npstc.org/introduction.jsp
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Past Funding Opportunities
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Interoperability & Health Information Exchange
www.himss.org/interoperability-and-health-information-exchange Osmosyz President, Therasa Bell shares thoughts on interoperability and their partnership with Fujitsu. Fujitsu fujitsu.com Fujitsu Limited is a Japanese multinational information and communications technology equipment and services corporation, established in 1935 and headquartered in Tokyo. Fujitsu is the world's sixth-largest IT services provider by annual revenue, and the largest in Japan, in 2021. Wikipedia, Native name: 富士通株式会社 Video: Osmosyz President, Therasa Bell shares thoughts on interoperability and their partnership with Fujitsu. https://www.youtube.com/watch?v=vIF1qkm9XcU |
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Data Management
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Stirring up a Hornets’ Nest
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Best Practices for Data Management
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Stirring up a hornets’ nest: Geographic distribution of crime
https://www.sciencedirect.com/science/article/pii/S0167268118301604?casa_token=LluQ2J5ff38AAAAA:TIcsk2ljka9uOof0FlkR-Pr-IOUlXPKyOw42tarBv3A-b0ixoU9UJpMUcvajfN9TlAeJrQv1xA Highlights • The spatial allocation of police forces in a city affects the intensity and location of crime, residential choices, housing prices, and the welfare of different socioeconomic groups. • When police protection is concentrated in some neighborhoods, the city becomes segregated, while when the police are evenly deployed across the city, an integrated city emerges. • Unequal societies face a complicated dilemma: concentrated protection maximizes aggregate welfare but exacerbates social disparities. • Private security makes an integrated city less likely to occur in equilibrium because rich agents may use it to endogenously isolate themselves in closed neighborhoods. |
Best Practices for Data Management Best Practices for Research Data Management and SharingEffective data management can increase the pace of the research process, contribute to the soundness of research results, and meet funding agency requirements by making research data easy to share. Join us for an overview of best practices including backup procedures, tips on effective file names, data security and access controls, and data documentation/metadata. This seminar is for faculty, postdoctoral researchers and graduate students from all disciplines. This course does not focus on creating or using any particular data collection or analysis tool (e.g. REDCap, SPSS), but discusses data management at a general level.
Effectively Managing and Sharing Research Data in SpreadsheetsRegardless of discipline studied or methods used, it is likely that researchers use some sort of spreadsheet application (e.g. Excel) to investigate, manipulate, or share research data. Though easy to exchange with other researchers, difficulties can arise when using other researchers’ spreadsheet data when sharing and preservation are not adequately considered.
Collaboration Tools Cloud Storage Services EvaluationCompares four different cloud services: JHBox, OneDrive, Dropbox and Google Drive. Provides best practices for using cloud storage to collaborate and storage your data.
Johns Hopkins Box (JHBox)JHBox is a cloud-based file sharing and file storage service which enables people to collaborate and share information and can be accessed through any device: desktop, laptop, phone, or tablet. 50GB of space per user. Contact [email protected] if you have any questions about using JHBox.
Data Security and Backup Services from IT@JHInformation Technology @ Johns Hopkins (IT@JH) offers a variety of virtual computing, storage, back-up and web hosting services for JHU researchers. Contact them directly or through the departmental IT representatives.
Whiting Information TechnologyFor projects requiring new storage, network, or collaboration solutions, WSE IT offers guidance on available resources and options for Whiting School of Engineering. Contact them directly or through the departmental IT representatives.
Krieger Information TechnologyFor projects requiring new storage, network, or collaboration solutions, KIT offers guidance on available resources and options for Krieger school departments. Contact them directly or through the departmental IT representatives.
JHU Information Security Institute (JHUISI)JHUISI is JHU’s focal point for research and education in information security, assurance and privacy. It offers graduate degree program and online program for students who are interested in information security. Faculty’s research focus on two major areas: Cryptography and privacy, and Health and medical security.
Documentation and Metadata Online Guide to Metadata for Effective Research Data ManagementWhat is metadata, and what does it have to with research data? Find here a description of metadata for research data management and ten questions/guidelines you can use in developing comprehensive metadata for your project.
Research Data Documentation Workbook A speadsheet tool to help organize and document a research project, its digital files, and derivative sets of files such as data associated with a publication or shared online.
Clinical Data Management COURSERA Data Management for Clinical Research Online CourseA 6-week online data management course for people who conduct clinical research on COURSERA, offered by Vanderbilt University. It is a free course, but a fee is attached if you require a certificate of completion. The first part of the course covers best practices for clinical data management, followed by a demonstration of using REDCap to design an Electronic Data Capture (EDC) system. In addition, data management practices in different fields, such as neurimaging data management, mHealth in developing countries, and data management for multi-center studies, are mentioned in the end.
NIH's BD2K Guide to the Fundamental of Data ScienceThis Big Data 2 Knowledge lecture series covers the basics of data management, representation, computation, statistical inference, data modeling and other topics related to biomedical big data.
Effectively Managing and Sharing Research Data in SpreadsheetsRegardless of discipline studied or methods used, it is likely that researchers use some sort of spreadsheet application (e.g. Excel) to investigate, manipulate, or share research data. Though easy to exchange with other researchers, difficulties can arise when using other researchers’ spreadsheet data when sharing and preservation are not adequately considered.
Collaboration Tools Cloud Storage Services EvaluationCompares four different cloud services: JHBox, OneDrive, Dropbox and Google Drive. Provides best practices for using cloud storage to collaborate and storage your data.
Johns Hopkins Box (JHBox)JHBox is a cloud-based file sharing and file storage service which enables people to collaborate and share information and can be accessed through any device: desktop, laptop, phone, or tablet. 50GB of space per user. Contact [email protected] if you have any questions about using JHBox.
Data Security and Backup Services from IT@JHInformation Technology @ Johns Hopkins (IT@JH) offers a variety of virtual computing, storage, back-up and web hosting services for JHU researchers. Contact them directly or through the departmental IT representatives.
Whiting Information TechnologyFor projects requiring new storage, network, or collaboration solutions, WSE IT offers guidance on available resources and options for Whiting School of Engineering. Contact them directly or through the departmental IT representatives.
Krieger Information TechnologyFor projects requiring new storage, network, or collaboration solutions, KIT offers guidance on available resources and options for Krieger school departments. Contact them directly or through the departmental IT representatives.
JHU Information Security Institute (JHUISI)JHUISI is JHU’s focal point for research and education in information security, assurance and privacy. It offers graduate degree program and online program for students who are interested in information security. Faculty’s research focus on two major areas: Cryptography and privacy, and Health and medical security.
Documentation and Metadata Online Guide to Metadata for Effective Research Data ManagementWhat is metadata, and what does it have to with research data? Find here a description of metadata for research data management and ten questions/guidelines you can use in developing comprehensive metadata for your project.
Research Data Documentation Workbook A speadsheet tool to help organize and document a research project, its digital files, and derivative sets of files such as data associated with a publication or shared online.
Clinical Data Management COURSERA Data Management for Clinical Research Online CourseA 6-week online data management course for people who conduct clinical research on COURSERA, offered by Vanderbilt University. It is a free course, but a fee is attached if you require a certificate of completion. The first part of the course covers best practices for clinical data management, followed by a demonstration of using REDCap to design an Electronic Data Capture (EDC) system. In addition, data management practices in different fields, such as neurimaging data management, mHealth in developing countries, and data management for multi-center studies, are mentioned in the end.
NIH's BD2K Guide to the Fundamental of Data ScienceThis Big Data 2 Knowledge lecture series covers the basics of data management, representation, computation, statistical inference, data modeling and other topics related to biomedical big data.
Social Weaknesses of the Use of AI in Image Recognition
People have no idea that their selfies or their photos from their last beach vacation have now been scraped from the internet and are being labeled as examples of our Tramps ...
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Parsa's company uses a form of AI called natural language processing to filter and rank search results gathered from a vast cache of information gathered from social media sites. Predictim's product is designed, Parsa said, to help parents and pet owners learn more about the personality traits of potential babysitters, dog walkers and other caretakers.
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and this is happening across many domains
* insurance companies are monitoring what you eat and how much you exercise and modulating your premiums based on that
* credit card company's assessing risk based on patterns of life and habits ...
* auto insurance company have sensors installed in your car and can change your insurance premium in a heart beat because you made an AI violation ...
* Lecture video:
* insurance companies are monitoring what you eat and how much you exercise and modulating your premiums based on that
* credit card company's assessing risk based on patterns of life and habits ...
* auto insurance company have sensors installed in your car and can change your insurance premium in a heart beat because you made an AI violation ...
* Lecture video:
What is Big Data? How can you use it as a Data Scientist to learn about your users, customers and what can you do with all the data that comes to you. Now that we have the data and that we have the processing done in the scalable, low cost effective way. We want to come up with the tools and applications that will allow us to move that data, to analyze that, to process it, |
Data helps solve the world's biggest problems Transform your organization with Cloudera. They deliver the modern platform for data management and analytics to help you get value from all your data.
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1. Create relevant charts and graphs from their dataset
2. Solve business optimization problems using Excel’s data functions and “Solver” plugin
3. Describe a data set for business applications using standard terminology
4. Choose the best type of mathematical "model" to represent and quantify their business situation
5. Measure a model’s effectiveness to determine if it remains the best model
6. Avoid common pitfalls of data modeling
7. Use predictive analytics techniques to extract useful answers to business data questions.
NOTES & RESOURCES
- Excel application must be able to run the free Solver plug-in. Use this plugin for optimization problems; this functionality is not available in alternative tools such as Google Sheets.
Mathematical Supplement that links to a PDF document containing math formulas, explanations, and other information
Cyberduck Libre FTP, SFTP, WebDAV, S3, Azure & OpenStack Swift browser for Mac and Windows.