Semantic Data and Models Sharing in Systems Biology: The Just Enough Results Model and the SEEK Platform

Abstract (Expand)

Research in Systems Biology involves integrating data and knowledge about the dynamic processes in biological systems in order to understand and model them. Semantic web technologies should be ideal … for exploring the complex networks of genes, proteins and metabolites that interact, but much of this data is not natively available to the semantic web. Data is typically collected and stored with free-text annotations in spreadsheets, many of which do not conform to existing metadata standards and are often not publically released. Along with initiatives to promote more data sharing, one of the main challenges is therefore to semantically annotate and extract this data so that it is available to the research community. Data annotation and curation are expensive and undervalued tasks that have enormous benefits to the discipline as a whole, but fewer benefits to the individual data producers. By embedding semantic annotation into spreadsheets, however, and automatically extracting this data into RDF at the time of repository submission, the process of producing standards-compliant data, that is available for semantic web querying, can be achieved without adding additional overheads to laboratory data management. This paper describes these strategies in the context of semantic data management in the SEEK. The SEEK is a web-based resource for sharing and exchanging Systems Biology data and models that is underpinned by the JERM ontology (Just Enough Results Model), which describes the relationships between data, models, protocols and experiments. The SEEK was originally developed for SysMO, a large European Systems Biology consortium studying micro-organisms, but it has since had widespread adoption across European Systems Biology.

Editor: David Hutchison and Takeo Kanade and Josef Kittler and Jon M. Kleinberg and Friedemann Mattern and John C. Mitchell and Moni Naor and Oscar Nierstrasz and C. Pandu Rangan and Bernhard Steffen and Madhu Sudan and Demetri Terzopoulos and Doug Tygar and Moshe Y. Vardi and Gerhard Weikum and Camille Salinesi and Moira C. Norrie and Óscar Pastor

Date Published: 2013

Publication Type: Journal

SEEK Updates presented at PALS meeting 2013

The second half of the overview of recent SEEK updates presented and discussed at the PALS meeting in Paris 2013. It is mostly covering infrastructure changes and also the addition of ORCID (http://orcid.org) support.

Creator: Stuart Owen

Submitter: Stuart Owen

Download
SEEK and RDF

An overview of the RDF work being done with SEEK, given at the PALs meeting, November 2012. It gives a high level explanation of what RDF is, why its useful and can be used for filtering and finding out information about the data in SEEK. This talk proceeded an interactive session where the PALs came up with 20 questions, to help us refine our model and prioritise what we describe.

Creator: Stuart Owen

Submitter: Stuart Owen

Download
RightField: Semantic Enrichment of Systems Biology Data using Spreadsheets

This talk was presented at the IEEE e-Science conference, Chicago, USA (8-12 October 2012). http://www.ci.uchicago.edu/escience2012/ It describes the latest developments in RightField for both semantic data annotation and extraction to RDF.

Creators: Katy Wolstencroft, Stuart Owen, Carole Goble

Submitter: Katy Wolstencroft

Download
Powered by
 (v.1.16.0-pre)
About FAIRDOMHub | Funding and Programmes | Credits | Terms & Conditions | Imprint | Cookie preferences
Copyright © 2008 - 2024 The University of Manchester and HITS gGmbH