Data Science

Methods, Infrastructure, and Applications

an IOS Press journal

Guidelines for Authors

Authors should closely follow the guidelines below before submitting a manuscript.


All papers have to be written in English.

Paper Length

The following length limits apply for the different paper types:

Note that these word counts are not targets but maximum values. Papers may be significantly shorter. Exceptions for longer papers are possible if well justified (contact the editors-in-chief before submitting papers that exceed the stated word limits).

These word counts include the abstract, tables, and figure and table captions. Author lists and references, however, are not counted. Each figure counts for an additional 300 words.

Papers in HTML

We encourage authors to submit their papers in HTML. There are various tools and templates for that, such as RASH, dokieli, and Authorea.

The Research Articles in Simplified HTML (RASH) (doc, paper) is a markup language that restricts the use of HTML elements to only 32 elements for writing academic research articles. It is possible to includes also RDFa annotations within any element of the language and other RDF statements in Turtle, JSON-LD and RDF/XML format by using the appropriate tag script. Authors can start from this generic template, which can be also found in the convenient ZIP archive containing the whole RASH package. Alternatively, these guidelines for OpenOffice and Word explain how to write a scholarly paper by using the basic features available in OpenOffice Writer and Microsoft Word, in a way that it can be converted into RASH by means of the RASH Online Conversion Service (ROCS) (src, paper).

As a second alternative, dokieli is a client-side editor for decentralized article publishing in HTML+RDFa, annotations and social interactions, compliant with the Linked Research initiative. There are a variety of examples in the wild, including the LNCS and ACM author guidelines as templates.

Finally, as a third alternative, the Authorea platform is at the moment probably the easiest way to write and export papers in HTML. We are also working on supporting direct submission to our journal from within that platform.

Papers in Word or LaTeX

We prefer HTML, but we also accept submissions in Word or LaTeX. In that case, please use the official templates by IOS Press.

Semantic Publishing

This is optional, but we would like to encourage you to provide semantic (meta-)data with your scientific papers, but unfortunately no accepted standards, best practices, or nice tools exist for that yet. We are working to fix this. In the meantime, and if you are a bit experienced with RDF, we are very happy to receive your RDFa-enriched paper or a submission with separate RDF statements. We are also happy to help you with that, if you are not experienced with RDF.

We hope to be able to provide more general and more user-friendly guidelines for semantic publishing in the near future.


All relevant data that were used or produced for conducting the work presented in a paper must be made FAIR and compliant with the PLOS data availability guidelines prior to submission. See in particular the list of recommended data repositories. (We might provide our own data availability guidelines in the future, but we borrow the excellent PLOS guidelines for now.) In a nutshell, data have to be made openly accessible and freely reusable via established institutions and standards, unless privacy concerns forbid such a publication. In any case, metadata have to be made publicly accessible and visible.

Evaluation Criteria

See the reviewing guidelines below for the specific criteria according to which submitted papers are evaluated.

Guidelines for Reviewers

In order to facilitate a speedy reviewing process, reviewers are requested to submit their assessment within 10 days. Reviews consist of the parts described below.

Overall recommendation

The review of a paper should suggest one of the following overall recommendations:


The review should evaluate the paper with respect to the following criteria.




Technical quality:



Data availability:

Summary and Comments

Finally, reviewers are asked to answer the following points: