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Models for forms

Published: 23 October 2011 Publication History

Abstract

To make reliable, safe, and effective use of data outside the context of its collection, we require an adequate understanding of its meaning. In data-intensive science, as in many other applications of computing, this necessitates the association of each item of data with complex, detailed metadata. The most important, most useful piece of metadata is often a description of the form used in data acquisition. This paper discusses, with examples, the requirements for standard metamodels or languages for forms, sufficient for the automatic association of form data with a computable description of its semantics, and also for the automatic generation of form structures and completion workflows. It explains how form models in specific domains can be used to facilitate data sharing, and to improve data quality, and semantic interoperability.

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  • (2017)Towards achieving semantic interoperability of clinical study data with FHIRJournal of Biomedical Semantics10.1186/s13326-017-0148-78:1Online publication date: 19-Sep-2017
  • (2016)Current applications and future directions for the CDISC Operational Data Model standardJournal of Biomedical Informatics10.1016/j.jbi.2016.02.01660:C(352-362)Online publication date: 1-Apr-2016
  • (2015)Domain specific modelling for clinical researchProceedings of the Workshop on Domain-Specific Modeling10.1145/2846696.2846701(1-8)Online publication date: 27-Oct-2015
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cover image ACM Conferences
SPLASH '11 Workshops: Proceedings of the compilation of the co-located workshops on DSM'11, TMC'11, AGERE! 2011, AOOPES'11, NEAT'11, & VMIL'11
October 2011
358 pages
ISBN:9781450311830
DOI:10.1145/2095050
Permission to make digital or hard copies of all or part of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for components of this work owned by others than ACM must be honored. Abstracting with credit is permitted. To copy otherwise, or republish, to post on servers or to redistribute to lists, requires prior specific permission and/or a fee. Request permissions from [email protected]

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Publication History

Published: 23 October 2011

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Author Tags

  1. data capture
  2. forms
  3. metamodel
  4. semantic interoperability

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Cited By

View all
  • (2017)Towards achieving semantic interoperability of clinical study data with FHIRJournal of Biomedical Semantics10.1186/s13326-017-0148-78:1Online publication date: 19-Sep-2017
  • (2016)Current applications and future directions for the CDISC Operational Data Model standardJournal of Biomedical Informatics10.1016/j.jbi.2016.02.01660:C(352-362)Online publication date: 1-Apr-2016
  • (2015)Domain specific modelling for clinical researchProceedings of the Workshop on Domain-Specific Modeling10.1145/2846696.2846701(1-8)Online publication date: 27-Oct-2015
  • (2014)The CancerGrid experienceScience of Computer Programming10.1016/j.scico.2013.02.01089:PB(126-143)Online publication date: 1-Sep-2014
  • (2013)The ISO/IEC 11179 norm for metadata registriesJournal of Biomedical Informatics10.1016/j.jbi.2012.11.00846:2(318-327)Online publication date: 1-Apr-2013

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