The promise and potential of big data: A case for discovery informatics

Research output: Contribution to journalArticlepeer-review

14 Scopus citations

Abstract

The emergence of "big data" offers unprecedented opportunities for not only accelerating scientific advances, but also enabling new modes of discovery. While we understand how to automate routine aspects of data management and analytics, most elements of the scientific process currently require considerable human expertise and effort. We argue that realizing the full potential of data to accelerate discovery calls for a concerted effort in advancing Discovery Informatics: (i) understanding, formalization, and information processing descriptions of the entire scientific process; (ii) design, development, and evaluation of the computational artifacts (representations and processes) that embody such understanding; and (iii) application of the resulting artifacts and systems to advance science (by augmenting individual or collective human efforts, or by fully automating science).

Original languageEnglish (US)
Pages (from-to)326-330
Number of pages5
JournalReview of Policy Research
Volume31
Issue number4
DOIs
StatePublished - Jul 2014

All Science Journal Classification (ASJC) codes

  • Geography, Planning and Development
  • Public Administration
  • Management, Monitoring, Policy and Law

Fingerprint Dive into the research topics of 'The promise and potential of big data: A case for discovery informatics'. Together they form a unique fingerprint.

Cite this