How to format your references using the Big Data Analytics citation style

This is a short guide how to format citations and the bibliography in a manuscript for Big Data Analytics. For a complete guide how to prepare your manuscript refer to the journal's instructions to authors.

Using reference management software

Typically you don't format your citations and bibliography by hand. The easiest way is to use a reference manager:

PaperpileThe citation style is built in and you can choose it in Settings > Citation Style or Paperpile > Citation Style in Google Docs.
EndNoteFind the style here: output styles overview
Mendeley, Zotero, Papers, and othersThe style is either built in or you can download a CSL file that is supported by most references management programs.
BibTeXBibTeX syles are usually part of a LaTeX template. Check the instructions to authors if the publisher offers a LaTeX template for this journal.

Journal articles

Those examples are references to articles in scholarly journals and how they are supposed to appear in your bibliography.

Not all journals organize their published articles in volumes and issues, so these fields are optional. Some electronic journals do not provide a page range, but instead list an article identifier. In a case like this it's safe to use the article identifier instead of the page range.

A journal article with 1 author
1. Elliott T. Geophysics. Caught offside. Science. 2002;295:55–7.
A journal article with 2 authors
1. Thibault P, Menzel A. Reconstructing state mixtures from diffraction measurements. Nature. 2013;494:68–71.
A journal article with 3 authors
1. Whitmore D, Foulkes NS, Sassone-Corsi P. Light acts directly on organs and cells in culture to set the vertebrate circadian clock. Nature. 2000;404:87–91.
A journal article with 7 or more authors
1. Nomura K, Ohta H, Ueda K, Kamiya T, Hirano M, Hosono H. Thin-film transistor fabricated in single-crystalline transparent oxide semiconductor. Science. 2003;300:1269–72.

Books and book chapters

Here are examples of references for authored and edited books as well as book chapters.

An authored book
1. Shover L. Trading Options in Turbulent Markets. Hoboken, NJ: John Wiley & Sons, Inc.; 2013.
An edited book
1. Gerónimo D. Vision-based Pedestrian Protection Systems for Intelligent Vehicles. López AM, editor. New York, NY: Springer; 2014.
A chapter in an edited book
1. Govorov A, Hernández Martínez PL, Demir HV. Theoretical Approaches: Exciton Theory, Coulomb Interactions and Fluctuation-Dissipation Theorem. In: Hernández Martínez PL, Demir HV, editors. Understanding and Modeling Förster-type Resonance Energy Transfer (FRET): Introduction to FRET, Vol 1. Singapore: Springer; 2016. p. 41–51.

Web sites

Sometimes references to web sites should appear directly in the text rather than in the bibliography. Refer to the Instructions to authors for Big Data Analytics.

Blog post
1. O`Callaghan J. China Launches World’s First Quantum Communications Satellite. IFLScience. IFLScience; 2016.

Reports

This example shows the general structure used for government reports, technical reports, and scientific reports. If you can't locate the report number then it might be better to cite the report as a book. For reports it is usually not individual people that are credited as authors, but a governmental department or agency like "U. S. Food and Drug Administration" or "National Cancer Institute".

Government report
1. Government Accountability Office. Space Operations: NASA’s Use of Information Technology. Washington, DC: U.S. Government Printing Office; 1987 Apr. Report No.: IMTEC-87-20.

Theses and dissertations

Theses including Ph.D. dissertations, Master's theses or Bachelor theses follow the basic format outlined below.

Doctoral dissertation
1. Konzem SR. Tenability and Computability of Generalized Pólya Urns [Doctoral dissertation]. [Washington, DC]: George Washington University; 2017.

News paper articles

Unlike scholarly journals, news papers do not usually have a volume and issue number. Instead, the full date and page number is required for a correct reference.

New York Times article
1. Yablonsky L. Exhibit A-List. New York Times. 2009 Oct 18;M226.

In-text citations

References should be cited in the text by sequential numbers in square brackets:

This sentence cites one reference [1].
This sentence cites two references [1,2].
This sentence cites four references [1–4].

About the journal

Full journal titleBig Data Analytics
AbbreviationBig Data Anal.
ISSN (online)2058-6345
Scope

Other styles