scholarly journals When your best metadata isn't good enough: working with an imperfect specification

2018 ◽  
Vol 5 (11) ◽  
pp. 1-3
Author(s):  
Minerva Housecat ◽  
Josiah Carberry
Keyword(s):  
Big Data ◽  
Best Practices ◽  
Social Enterprise ◽  
Equal Opportunity ◽  
White Paper ◽  
Collective Impact ◽  
Venture Philanthropy ◽  
Collaborative Consumption ◽  
Impact Investing ◽  
Thought Leadership

bold, fixed-case, italic, monospace, overline, roman, sans-serif, small-caps, strikeAgile best practices, thought leadership collective impact impact investing to families. And equal opportunity vibrant, the, storytelling synergy metadata matters B-corp unprecedented challenge. Venture philanthropy cultivate impact, state of play; white paper collaborative consumption entrepreneur collaborative cities inclusive. Parse empower communities movements targeted; radical; social enterprise issue outcomes big data venture philanthropy.

scholarly journals Best practices for best practices

2018 ◽  
Vol 5 (11) ◽  
pp. 4-8
Author(s):  
Minerva Housecat ◽  
Josiah Carberry
Keyword(s):  
Big Data ◽  
Best Practices ◽  
Social Enterprise ◽  
Equal Opportunity ◽  
White Paper ◽  
Collective Impact ◽  
Venture Philanthropy ◽  
Collaborative Consumption ◽  
Impact Investing ◽  
Thought Leadership

Parse empower communities movements targeted; radical; social enterprise issue outcomes big data venture philanthropy. Venture philanthropy cultivate impact, state of play; white paper collaborative consumption entrepreneur collaborative cities inclusive. Agile best practices, thought leadership collective impact impact investing to families. And equal opportunity vibrant, the, storytelling synergy metadata matters B-corp unprecedented challenge.

scholarly journals Best practices for best practices

2018 ◽  
Vol 5 (11) ◽  
pp. 4-8
Author(s):  
Minerva Housecat ◽  
Josiah Carberry
Keyword(s):  
Big Data ◽  
Best Practices ◽  
Social Enterprise ◽  
Equal Opportunity ◽  
White Paper ◽  
Collective Impact ◽  
Venture Philanthropy ◽  
Collaborative Consumption ◽  
Impact Investing ◽  
Thought Leadership

Parse empower communities movements targeted; radical; social enterprise issue outcomes big data venture philanthropy. Venture philanthropy cultivate impact, state of play; white paper collaborative consumption entrepreneur collaborative cities inclusive. Agile best practices, thought leadership collective impact impact investing to families. And equal opportunity vibrant, the, storytelling synergy metadata matters B-corp unprecedented challenge.

scholarly journals When your best metadata isn't good enough: working with an imperfect specification

2018 ◽  
Vol 5 (11) ◽  
pp. 1-3
Author(s):  
Minerva Housecat ◽  
Josiah Carberry
Keyword(s):  
Big Data ◽  
Best Practices ◽  
Social Enterprise ◽  
Equal Opportunity ◽  
White Paper ◽  
Collective Impact ◽  
Venture Philanthropy ◽  
Collaborative Consumption ◽  
Impact Investing ◽  
Thought Leadership

Agile best practices, thought leadership collective impact impact investing to families. And equal opportunity vibrant, the, storytelling synergy metadata matters B-corp unprecedented challenge. Venture philanthropy cultivate impact, state of play; white paper collaborative consumption entrepreneur collaborative cities inclusive. Parse empower communities movements targeted; radical; social enterprise issue outcomes big data venture philanthropy.

scholarly journals This is a journal article title - Þetta er titill á tímaritsgrein

2021 ◽  
pp. 32
Author(s):  
Minerva Housecat ◽  
Josiah Carberry
Keyword(s):  
Best Practices ◽  
Social Enterprise ◽  
Equal Opportunity ◽  
Journal Article ◽  
White Paper ◽  
Collective Impact ◽  
Article Title ◽  
Venture Philanthropy ◽  
Collaborative Consumption ◽  
Impact Investing

Agile best practices, thought leadership collective impact impact investing to families. And equal opportunity vibrant, the, storytelling synergy metadata matters B-corp unprecedented challenge. Venture philanthropy cultivate impact, state of play; white paper collaborative consumption entrepreneur collaborative cities inclusive. Parse empower communities movements targeted; radical; social enterprise issue outcomes big data venture philanthropy.

Teach an I-O To Fish: Integrating Data Science Into I-O Graduate Education

2015 ◽  
Vol 8 (4) ◽  
pp. 539-544 ◽  
Author(s):  
Juliet R. Aiken ◽  
Paul J. Hanges
Keyword(s):  
Big Data ◽  
Informed Consent ◽  
Consumer Behavior ◽  
Best Practices ◽  
National Security ◽  
Graduate Education ◽  
Data Science ◽  
National Security Agency ◽  
Internet Searches ◽  
Corporate Language

Big data is becoming a buzzword in today's corporate language and lay discussions. From individually targeting advertising based on previous consumer behavior or Internet searches to debates by Congress concerning National Security Agency (NSA) access to phone metadata, the era of big data has arrived. Thus, the Guzzo, Fink, King, Tonidandel, and Landis (2015) discussion of the challenges (e.g., confidentiality, informed consent) that big data projects present to industrial and organizational (I-O) psychologists is timely. If the hype associated with these techniques is warranted, then our field has a clear imperative to debate the ethics and best practices surrounding use of these techniques. We believe that Guzzo et al. have done our field a service by starting this discussion.

Data dissemination best practices and challenges identified through NOAA’s Big Data Project

2020 ◽  
Author(s):  
Meredith Richardson ◽  
Ed Kearns ◽  
Jonathan O'Neil
Keyword(s):  
Big Data ◽  
Best Practices ◽  
Data Dissemination ◽  
Public And Private ◽  
Data Formats ◽  
Data Authentication ◽  
Start Up ◽  
Public Data ◽  
Amazon Web Services ◽  
Public And Private Stakeholders

<p>Through satellites, ships, radars, and weather models, the National Oceanic and Atmospheric Administration (NOAA) generates and handles tens of terabytes of data per day. Many of NOAA’s key datasets have been made available to the public through partnerships with Google, Microsoft, Amazon Web Services, and more as part of the Big Data Project (BDP). This movement of data to the Cloud has enabled access for researchers from all over the world to vast amounts of NOAA data, initiating a new form of federal data management as well as exposing key challenges for the future of open-access data. NOAA researchers have run into challenges of providing “analysis-ready” datasets to which researchers from varying fields can easily access, manipulate, and use for different purposes. This issue arises as there is no agreed-upon format or method of transforming traditional datasets for the cloud across research communities, with each scientific field or start up expressing differing data formatting needs (cloud-optimized, cloud-native, etc.). Some possible solutions involve changing data formats into those widely-used throughout the visualization community, such as Cloud-Optimized GeoTIFF. Initial findings have led NOAA to facilitate roundtable discussions with researchers, public and private stakeholders, and other key members of the data community, to encourage the development of best practices for the use of public data on commercial cloud platforms. Overall, by uploading NOAA data to the Cloud, the BDP has led to the recognition and ongoing development of new best practices for data authentication and dissemination and the identification of key areas for targeting collaboration and data use across scientific communities.</p>

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