data publication research paper

Scientific Data is an open access journal dedicated to data, publishing descriptions of research datasets and articles on research data sharing from all areas ...

Data. Data is a peer-reviewed, open access journal on data in science, with the aim of enhancing data transparency and reusability. The journal publishes in two sections: a section on the collection, treatment and analysis methods of data in science; a section publishing descriptions of scientific and scholarly datasets (one dataset per paper).

As an open access platform of the Harvard Data Science Initiative, Harvard Data Science Review (HDSR) features foundational thinking, research milestones, educational innovations, and major applications, with a primary emphasis on reproducibility, replicability, and readability.We aim to publish content that helps define and shape data science as a scientifically rigorous and globally ...

The Journal of Big Data publishes open-access original research on data science and data analytics. Deep learning algorithms and all applications of big data are welcomed. Survey papers and case studies are also considered. The journal examines the challenges facing big data today and going forward including, but not limited to: data capture ...

Scientific Data is an open access journal dedicated to data, publishing descriptions of research datasets and articles on research data sharing from all areas of natural sciences, medicine ...

FAQs Data in Brief . Data in Brief is a multidisciplinary, open access, peer-reviewed journal, which mainly publishes short, digestible data articles that describe and provide access to research data. In addition, it publishes review and perspective articles that elaborate on data sharing …. View full aims & scope. $850. Article publishing ...

The journal aims to promote and communicate advances in big data research by providing a fast and high quality forum for researchers, practitioners and policy makers from the very many different communities working on, and with, this topic.. The journal will accept papers on foundational aspects in … View full aims & scope $2760

BMC Research Notes. BMC Research Notes is a multidisciplinary, peer-reviewed open access journal where researchers can publish short notes and observations. The journal launched the Data Note article type in 2017 with the aim of making it easier for authors to write-up and publish their data outputs, and for other researchers to find, cite and share them.

Open Data is a strategy for incorporating research data into the permanent scientific record by releasing it under an Open Access license. Whether data is deposited in a purpose-built repository or published as Supporting Information alongside a research article, Open Data practices ensure that data remains accessible and discoverable.

RDJ contains data papers: scholarly publications of medium length (with a maximum of 2500 words) containing a description of a dataset and putting the data in a research context. Each data paper is assessed by peer reviewers and data specialists. They will give feedback to the author and indicate the necessary improvements for acceptance. After ...

Springer Nature's flagship open data journal, Scientific Data, offers authors the opportunity to describe and share their research data with a wide audience. BMC Research Notes publishes dark data - single observations, short null results, orphan data and confirmatory results. The. 'data note' article type offers authors a peer-reviewed ...

Unlike a conventional research article, the primary purpose of a data paper is to describe data and the circumstances of their collection, rather than to report hypotheses and conclusions. 1. Data journals consist of data articles that describe how, why and when a dataset was collected and any derived data product. 2

Data interoperability and research reproducibility must be considered priorities for the third decade of the 21st century. Publications is a journal concerned with the dialogue between researchers and also with how researchers interact with society. This Special Issue aims to bring together papers that showcase recent research on research data ...

Stepwise logistic regression models revealed that initial data availability differed by research field, type of data, journal and publishing period (no vs. full availability: n = 721; Somers' D ...

Respondents regarded data papers as much less valuable than traditional research papers: 60% would give traditional paper a great deal of weight, but only 10% would value a data paper that highly. Only 16% had been able to name a data journal at the start of the survey, and data papers may come to be valued more as awareness spreads; one ...

PDF | Learn how to choose the best data collection methods and tools for your research project, with examples and tips from ResearchGate experts. | Download and read the full-text PDF.

This article is a practical guide to conducting data analysis in general literature reviews. The general literature review is a synthesis and analysis of published research on a relevant clinical issue, and is a common format for academic theses at the bachelor's and master's levels in nursing, physiotherapy, occupational therapy, public health and other related fields.

What is a data paper? Data papers thoroughly describe datasets, and do not usually include any interpretation or discussion (an exception may be discussion of different methods to collect the data, e.g.). Some data papers are published in a distinct "Data Papers" section of a well-established journal (see this article in Ecology, for ...

This paper focuses on privacy and security concerns in Big Data. This paper also covers the encryption techniques by taking existing methods such as differential privacy, k-anonymity, T-closeness, and L-diversity.Several privacy-preserving techniques have been created to safeguard privacy at various phases of a large data life cycle.

The data availability statement is a valuable link between a paper's results and the supporting evidence. Springer Nature's data policy is based on transparency, requiring these statements in original research articles across our journals. The guidance below offers advice on how to create a data availability statement, along with examples ...

Mendeley Data is a certified, free-to-use repository that hosts open data from all disciplines, whatever its format (e.g. raw and processed data, tables, codes and software). With many Elsevier journals, it's possible to upload and store your data to Mendeley Data during the manuscript submission process.

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Written by Coursera Staff • Updated on Apr 19, 2024. Data analysis is the practice of working with data to glean useful information, which can then be used to make informed decisions. "It is a capital mistake to theorize before one has data. Insensibly one begins to twist facts to suit theories, instead of theories to suit facts," Sherlock ...

There are two common ways in which developers are incorporating proprietary and domain-specific data when building applications of Large Language Models (LLMs): Retrieval-Augmented Generation (RAG) and Fine-Tuning. RAG augments the prompt with the external data, while fine-Tuning incorporates the additional knowledge into the model itself. However, the pros and cons of both approaches are not ...

The European Journal of Operational Research (EJOR) publishes high quality, original papers that contribute to the methodology of operational research (OR) and to the practice of decision making. EJOR contains the following types of papers: • Invited Reviews, explaining to the general OR audience the developments in an OR topic over the ...

The Publication Manual (7th ed.) has been thoroughly revised and updated to reflect best practices in scholarly writing and publishing. Resources for students on writing and formatting annotated bibliographies, response papers, and other paper types as well as guidelines on citing course materials.

Get the latest World Bank data and publications. Access economy facts, statistics, project information, and development research from World Bank experts. ... Policy Research Working Papers. View All Policy Research Working Papers Browse Research and Publications. Browse by Region On selection, leaving this page. Browse by Region.

We need to be able to look inside AI systems, to understand the rationale behind the algorithmic outcome, and even ask it questions as to how it came to its decision. At IBM Research, we're working on a range of approaches to ensure that AI systems built in the future are fair, robust, explainable, account, and align with the values of the ...

More than 100 reference examples and their corresponding in-text citations are presented in the seventh edition Publication Manual.Examples of the most common works that writers cite are provided on this page; additional examples are available in the Publication Manual.. To find the reference example you need, first select a category (e.g., periodicals) and then choose the appropriate type of ...