Variety is related to different types and forms of data sources: structured (e.g. financial data) and unstructured (social media conversations, photos, videos, voice recordings and others).
This payment scheme would start with traditional data — customer, financial and social media information sold to advertisers — but would also extend to future forms of data like our facial expressions and other biometrics.
Bentley and Barrett delightfully conjure the mobile social media interface ecosystem, from ethnography to sensing modalities to services and applications, emphasizing essential and diverse forms of data.
The most common forms of data analyzed in this way are business transactions stored in relational databases, followed by documents, e-mail, sensor data, blogs, and social media.
In addition, various forms of digital media, GenBank data, and other information are linked to the relevant specimen record(s) and are readily accessible through the standard searching protocols.
It would also use newer forms of media, including social media.
Multiple stakeholder perspectives were brought together to better understand the issues encountered in pursuing social media as a form of data collection to support content validity.
Unlike more traditional media, art work in the form of data generated files, completely removes all the problems involved in storing, presenting, shipping and delivering physical work safely and cost effectively.
The seventh paper, "Borrower's Default and Self-disclosure of Social Media Information in P2P", by Ruyi Ge, Juan Feng and Bin Gu, identifies two forms of social media information that act as signals of borrowers' creditworthiness by using a unique dataset that combines loan data from a large P2P lending site with the borrower's social media presence data from a popular social media site.
They will share ideas in the form of data sets, videos, 3-d models, software programs, graphs, blog posts, status updates, and comments on all these rich media.
By aligning data control with data provenance, it would respect a form of data ownership rights.
