Indicators for the Data Usage Index (DUI): an incentive for publishing primary biodiversity data through global information infrastructure.

Abstract:

BACKGROUND:A professional recognition mechanism is required to encourage expedited publishing of an adequate volume of 'fit-for-use' biodiversity data. As a component of such a recognition mechanism, we propose the development of the Data Usage Index (DUI) to demonstrate to data publishers that their efforts of creating biodiversity datasets have impact by being accessed and used by a wide spectrum of user communities. DISCUSSION:We propose and give examples of a range of 14 absolute and normalized biodiversity dataset usage indicators for the development of a DUI based on search events and dataset download instances. The DUI is proposed to include relative as well as species profile weighted comparative indicators. CONCLUSIONS:We believe that in addition to the recognition to the data publisher and all players involved in the data life cycle, a DUI will also provide much needed yet novel insight into how users use primary biodiversity data. A DUI consisting of a range of usage indicators obtained from the GBIF network and other relevant access points is within reach. The usage of biodiversity datasets leads to the development of a family of indicators in line with well known citation-based measurements of recognition.

journal_name

BMC Bioinformatics

journal_title

BMC bioinformatics

authors

Ingwersen P,Chavan V

doi

10.1186/1471-2105-12-S15-S3

subject

Has Abstract

pub_date

2011-01-01 00:00:00

pages

S3

issn

1471-2105

pii

1471-2105-12-S15-S3

journal_volume

12 Suppl 15

pub_type

杂志文章
  • Identification of novel alternative splicing biomarkers for breast cancer with LC/MS/MS and RNA-Seq.

    abstract:BACKGROUND:Alternative splicing isoforms have been reported as a new and robust class of diagnostic biomarkers. Over 95% of human genes are estimated to be alternatively spliced as a powerful means of producing functionally diverse proteins from a single gene. The emergence of next-generation sequencing technologies, e...

    journal_title:BMC bioinformatics

    pub_type: 杂志文章

    doi:10.1186/s12859-020-03824-8

    authors: Zhang F,Deng CK,Wang M,Deng B,Barber R,Huang G

    更新日期:2020-12-03 00:00:00

  • Bayesian inference of biochemical kinetic parameters using the linear noise approximation.

    abstract:BACKGROUND:Fluorescent and luminescent gene reporters allow us to dynamically quantify changes in molecular species concentration over time on the single cell level. The mathematical modeling of their interaction through multivariate dynamical models requires the development of effective statistical methods to calibrat...

    journal_title:BMC bioinformatics

    pub_type: 杂志文章

    doi:10.1186/1471-2105-10-343

    authors: Komorowski M,Finkenstädt B,Harper CV,Rand DA

    更新日期:2009-10-19 00:00:00

  • Local functional descriptors for surface comparison based binding prediction.

    abstract:BACKGROUND:Molecular recognition in proteins occurs due to appropriate arrangements of physical, chemical, and geometric properties of an atomic surface. Similar surface regions should create similar binding interfaces. Effective methods for comparing surface regions can be used in identifying similar regions, and to p...

    journal_title:BMC bioinformatics

    pub_type: 杂志文章

    doi:10.1186/1471-2105-13-314

    authors: Cipriano GM,Phillips GN Jr,Gleicher M

    更新日期:2012-11-24 00:00:00

  • Generating quantitative models describing the sequence specificity of biological processes with the stabilized matrix method.

    abstract:BACKGROUND:Many processes in molecular biology involve the recognition of short sequences of nucleic-or amino acids, such as the binding of immunogenic peptides to major histocompatibility complex (MHC) molecules. From experimental data, a model of the sequence specificity of these processes can be constructed, such as...

    journal_title:BMC bioinformatics

    pub_type: 杂志文章

    doi:10.1186/1471-2105-6-132

    authors: Peters B,Sette A

    更新日期:2005-05-31 00:00:00

  • COPASAAR--a database for proteomic analysis of single amino acid repeats.

    abstract:BACKGROUND:Single amino acid repeats make up a significant proportion in all of the proteomes that have currently been determined. They have been shown to be functionally and medically significant, and are associated with cancers and neuro-degenerative diseases such as Huntington's Chorea, where a poly-glutamine repeat...

    journal_title:BMC bioinformatics

    pub_type: 杂志文章

    doi:10.1186/1471-2105-6-196

    authors: Depledge DP,Dalby AR

    更新日期:2005-08-03 00:00:00

  • Hierarchical structure and modules in the Escherichia coli transcriptional regulatory network revealed by a new top-down approach.

    abstract:BACKGROUND:Cellular functions are coordinately carried out by groups of genes forming functional modules. Identifying such modules in the transcriptional regulatory network (TRN) of organisms is important for understanding the structure and function of these fundamental cellular networks and essential for the emerging ...

    journal_title:BMC bioinformatics

    pub_type: 杂志文章

    doi:10.1186/1471-2105-5-199

    authors: Ma HW,Buer J,Zeng AP

    更新日期:2004-12-16 00:00:00

  • FastGroup: a program to dereplicate libraries of 16S rDNA sequences.

    abstract:BACKGROUND:Ribosomal 16S DNA sequences are an essential tool for identifying and classifying microbes. High-throughput DNA sequencing now makes it economically possible to produce very large datasets of 16S rDNA sequences in short time periods, necessitating new computer tools for analyses. Here we describe FastGroup, ...

    journal_title:BMC bioinformatics

    pub_type: 杂志文章

    doi:10.1186/1471-2105-2-9

    authors: Seguritan V,Rohwer F

    更新日期:2001-01-01 00:00:00

  • Stereochemical errors and their implications for molecular dynamics simulations.

    abstract:BACKGROUND:Biological molecules are often asymmetric with respect to stereochemistry, and correct stereochemistry is essential to their function. Molecular dynamics simulations of biomolecules have increasingly become an integral part of biophysical research. However, stereochemical errors in biomolecular structures ca...

    journal_title:BMC bioinformatics

    pub_type: 杂志文章

    doi:10.1186/1471-2105-12-190

    authors: Schreiner E,Trabuco LG,Freddolino PL,Schulten K

    更新日期:2011-05-23 00:00:00

  • Integrating gene expression and GO classification for PCA by preclustering.

    abstract:BACKGROUND:Gene expression data can be analyzed by summarizing groups of individual gene expression profiles based on GO annotation information. The mean expression profile per group can then be used to identify interesting GO categories in relation to the experimental settings. However, the expression profiles present...

    journal_title:BMC bioinformatics

    pub_type: 杂志文章

    doi:10.1186/1471-2105-11-158

    authors: De Haan JR,Piek E,van Schaik RC,de Vlieg J,Bauerschmidt S,Buydens LM,Wehrens R

    更新日期:2010-03-26 00:00:00

  • A novel parametric approach to mine gene regulatory relationship from microarray datasets.

    abstract:BACKGROUND:Microarray has been widely used to measure the gene expression level on the genome scale in the current decade. Many algorithms have been developed to reconstruct gene regulatory networks based on microarray data. Unfortunately, most of these models and algorithms focus on global properties of the expression...

    journal_title:BMC bioinformatics

    pub_type: 杂志文章

    doi:10.1186/1471-2105-11-S11-S15

    authors: Liu W,Li D,Liu Q,Zhu Y,He F

    更新日期:2010-12-14 00:00:00

  • Integrated prediction of one-dimensional structural features and their relationships with conformational flexibility in helical membrane proteins.

    abstract:BACKGROUND:Many structural properties such as solvent accessibility, dihedral angles and helix-helix contacts can be assigned to each residue in a membrane protein. Independent studies exist on the analysis and sequence-based prediction of some of these so-called one-dimensional features. However, there is little expla...

    journal_title:BMC bioinformatics

    pub_type: 杂志文章

    doi:10.1186/1471-2105-11-533

    authors: Ahmad S,Singh YH,Paudel Y,Mori T,Sugita Y,Mizuguchi K

    更新日期:2010-10-27 00:00:00

  • Enrichment of homologs in insignificant BLAST hits by co-complex network alignment.

    abstract:BACKGROUND:Homology is a crucial concept in comparative genomics. The algorithm probably most widely used for homology detection in comparative genomics, is BLAST. Usually a stringent score cutoff is applied to distinguish putative homologs from possible false positive hits. As a consequence, some BLAST hits are discar...

    journal_title:BMC bioinformatics

    pub_type: 杂志文章

    doi:10.1186/1471-2105-11-86

    authors: Fokkens L,Botelho SM,Boekhorst J,Snel B

    更新日期:2010-02-12 00:00:00

  • NOXclass: prediction of protein-protein interaction types.

    abstract:BACKGROUND:Structural models determined by X-ray crystallography play a central role in understanding protein-protein interactions at the molecular level. Interpretation of these models requires the distinction between non-specific crystal packing contacts and biologically relevant interactions. This has been investiga...

    journal_title:BMC bioinformatics

    pub_type: 杂志文章

    doi:10.1186/1471-2105-7-27

    authors: Zhu H,Domingues FS,Sommer I,Lengauer T

    更新日期:2006-01-19 00:00:00

  • Big data analysis for evaluating bioinvasion risk.

    abstract:BACKGROUND:Global maritime trade plays an important role in the modern transportation industry. It brings significant economic profit along with bioinvasion risk. Species translocate and establish in a non-native area through ballast water and biofouling. Aiming at aquatic bioinvasion issue, people proposed various sug...

    journal_title:BMC bioinformatics

    pub_type: 杂志文章

    doi:10.1186/s12859-018-2272-5

    authors: Wang S,Wang C,Wang S,Ma L

    更新日期:2018-08-13 00:00:00

  • Classification of viral zoonosis through receptor pattern analysis.

    abstract:BACKGROUND:Viral zoonosis, the transmission of a virus from its primary vertebrate reservoir species to humans, requires ubiquitous cellular proteins known as receptor proteins. Zoonosis can occur not only through direct transmission from vertebrates to humans, but also through intermediate reservoirs or other environm...

    journal_title:BMC bioinformatics

    pub_type: 杂志文章

    doi:10.1186/1471-2105-12-96

    authors: Bae SE,Son HS

    更新日期:2011-04-13 00:00:00

  • Pairwise protein expression classifier for candidate biomarker discovery for early detection of human disease prognosis.

    abstract:BACKGROUND:An approach to molecular classification based on the comparative expression of protein pairs is presented. The method overcomes some of the present limitations in using peptide intensity data for class prediction for problems such as the detection of a disease, disease prognosis, or for predicting treatment ...

    journal_title:BMC bioinformatics

    pub_type: 杂志文章

    doi:10.1186/1471-2105-13-191

    authors: Kaur P,Schlatzer D,Cooke K,Chance MR

    更新日期:2012-08-07 00:00:00

  • Bayesian detection of periodic mRNA time profiles without use of training examples.

    abstract:BACKGROUND:Detection of periodically expressed genes from microarray data without use of known periodic and non-periodic training examples is an important problem, e.g. for identifying genes regulated by the cell-cycle in poorly characterised organisms. Commonly the investigator is only interested in genes expressed at...

    journal_title:BMC bioinformatics

    pub_type: 杂志文章

    doi:10.1186/1471-2105-7-63

    authors: Andersson CR,Isaksson A,Gustafsson MG

    更新日期:2006-02-09 00:00:00

  • Graph-representation of oxidative folding pathways.

    abstract:BACKGROUND:The process of oxidative folding combines the formation of native disulfide bond with conformational folding resulting in the native three-dimensional fold. Oxidative folding pathways can be described in terms of disulfide intermediate species (DIS) which can also be isolated and characterized. Each DIS corr...

    journal_title:BMC bioinformatics

    pub_type: 杂志文章

    doi:10.1186/1471-2105-6-19

    authors: Agoston V,Cemazar M,Kaján L,Pongor S

    更新日期:2005-01-27 00:00:00

  • Hit integration for identifying optimal spaced seeds.

    abstract:BACKGROUND:Introduction of spaced speeds opened a way of sensitivity improvement in homology search without loss of search speed. Since then, the efforts of finding optimal seed which maximizes the sensitivity have been continued today. The sensitivity of a seed is generally computed by its hit probability. However, th...

    journal_title:BMC bioinformatics

    pub_type: 杂志文章

    doi:10.1186/1471-2105-11-S1-S37

    authors: Chung WH,Park SB

    更新日期:2010-01-18 00:00:00

  • Correction to: Similarities and differences between variants called with human reference genome HG19 or HG38.

    abstract::After publication of this supplement article. ...

    journal_title:BMC bioinformatics

    pub_type: 已发布勘误

    doi:10.1186/s12859-019-2776-7

    authors: Pan B,Kusko R,Xiao W,Zheng Y,Liu Z,Xiao C,Sakkiah S,Guo W,Gong P,Zhang C,Ge W,Shi L,Tong W,Hong H

    更新日期:2019-05-15 00:00:00

  • Prediction of protein structural class with Rough Sets.

    abstract:BACKGROUND:A new method for the prediction of protein structural classes is constructed based on Rough Sets algorithm, which is a rule-based data mining method. Amino acid compositions and 8 physicochemical properties data are used as conditional attributes for the construction of decision system. After reducing the de...

    journal_title:BMC bioinformatics

    pub_type: 杂志文章

    doi:10.1186/1471-2105-7-20

    authors: Cao Y,Liu S,Zhang L,Qin J,Wang J,Tang K

    更新日期:2006-01-14 00:00:00

  • Predicting peptide presentation by major histocompatibility complex class I: an improved machine learning approach to the immunopeptidome.

    abstract:BACKGROUND:To further our understanding of immunopeptidomics, improved tools are needed to identify peptides presented by major histocompatibility complex class I (MHC-I). Many existing tools are limited by their reliance upon chemical affinity data, which is less biologically relevant than sampling by mass spectrometr...

    journal_title:BMC bioinformatics

    pub_type: 杂志文章

    doi:10.1186/s12859-018-2561-z

    authors: Boehm KM,Bhinder B,Raja VJ,Dephoure N,Elemento O

    更新日期:2019-01-05 00:00:00

  • Use of a structural alphabet for analysis of short loops connecting repetitive structures.

    abstract:BACKGROUND:Because loops connect regular secondary structures, analysis of the former depends directly on the definition of the latter. The numerous assignment methods, however, can offer different definitions. In a previous study, we defined a structural alphabet composed of 16 average protein fragments, which we call...

    journal_title:BMC bioinformatics

    pub_type: 杂志文章

    doi:10.1186/1471-2105-5-58

    authors: Fourrier L,Benros C,de Brevern AG

    更新日期:2004-05-12 00:00:00

  • Algebraic Dynamic Programming over general data structures.

    abstract:BACKGROUND:Dynamic programming algorithms provide exact solutions to many problems in computational biology, such as sequence alignment, RNA folding, hidden Markov models (HMMs), and scoring of phylogenetic trees. Structurally analogous algorithms compute optimal solutions, evaluate score distributions, and perform sto...

    journal_title:BMC bioinformatics

    pub_type: 杂志文章

    doi:10.1186/1471-2105-16-S19-S2

    authors: zu Siederdissen CH,Prohaska SJ,Stadler PF

    更新日期:2015-01-01 00:00:00

  • Francisella tularensis novicida proteomic and transcriptomic data integration and annotation based on semantic web technologies.

    abstract:BACKGROUND:This paper summarises the lessons and experiences gained from a case study of the application of semantic web technologies to the integration of data from the bacterial species Francisella tularensis novicida (Fn). Fn data sources are disparate and heterogeneous, as multiple laboratories across the world, us...

    journal_title:BMC bioinformatics

    pub_type: 杂志文章

    doi:10.1186/1471-2105-10-S10-S3

    authors: Anwar N,Hunt E

    更新日期:2009-10-01 00:00:00

  • OMeta: an ontology-based, data-driven metadata tracking system.

    abstract:BACKGROUND:The development of high-throughput sequencing and analysis has accelerated multi-omics studies of thousands of microbial species, metagenomes, and infectious disease pathogens. Omics studies are enabling genotype-phenotype association studies which identify genetic determinants of pathogen virulence and drug...

    journal_title:BMC bioinformatics

    pub_type: 杂志文章

    doi:10.1186/s12859-018-2580-9

    authors: Singh I,Kuscuoglu M,Harkins DM,Sutton G,Fouts DE,Nelson KE

    更新日期:2019-01-07 00:00:00

  • PESM: predicting the essentiality of miRNAs based on gradient boosting machines and sequences.

    abstract:BACKGROUND:MicroRNAs (miRNAs) are a kind of small noncoding RNA molecules that are direct posttranscriptional regulations of mRNA targets. Studies have indicated that miRNAs play key roles in complex diseases by taking part in many biological processes, such as cell growth, cell death and so on. Therefore, in order to ...

    journal_title:BMC bioinformatics

    pub_type: 杂志文章

    doi:10.1186/s12859-020-3426-9

    authors: Yan C,Wu FX,Wang J,Duan G

    更新日期:2020-03-18 00:00:00

  • Using Gene Ontology to describe the role of the neurexin-neuroligin-SHANK complex in human, mouse and rat and its relevance to autism.

    abstract:BACKGROUND:People with an autistic spectrum disorder (ASD) display a variety of characteristic behavioral traits, including impaired social interaction, communication difficulties and repetitive behavior. This complex neurodevelopment disorder is known to be associated with a combination of genetic and environmental fa...

    journal_title:BMC bioinformatics

    pub_type: 杂志文章

    doi:10.1186/s12859-015-0622-0

    authors: Patel S,Roncaglia P,Lovering RC

    更新日期:2015-06-06 00:00:00

  • Notos - a galaxy tool to analyze CpN observed expected ratios for inferring DNA methylation types.

    abstract:BACKGROUND:DNA methylation patterns store epigenetic information in the vast majority of eukaryotic species. The relatively high costs and technical challenges associated with the detection of DNA methylation however have created a bias in the number of methylation studies towards model organisms. Consequently, it rema...

    journal_title:BMC bioinformatics

    pub_type: 杂志文章

    doi:10.1186/s12859-018-2115-4

    authors: Bulla I,Aliaga B,Lacal V,Bulla J,Grunau C,Chaparro C

    更新日期:2018-03-27 00:00:00

  • ProMEX: a mass spectral reference database for proteins and protein phosphorylation sites.

    abstract:BACKGROUND:In the last decade, techniques were established for the large scale genome-wide analysis of proteins, RNA, and metabolites, and database solutions have been developed to manage the generated data sets. The Golm Metabolome Database for metabolite data (GMD) represents one such effort to make these data broadl...

    journal_title:BMC bioinformatics

    pub_type: 杂志文章

    doi:10.1186/1471-2105-8-216

    authors: Hummel J,Niemann M,Wienkoop S,Schulze W,Steinhauser D,Selbig J,Walther D,Weckwerth W

    更新日期:2007-06-23 00:00:00