Detecting Informal Data References in Academic Literature

Detecting Informal Data References in Academic Literature. Sara Lafia1, Jeong-Woo Ko3, Elizabeth Moss1, Jinseok Kim2,3, Andrea Thomer3, and Libby. Hemphill1,3.

A Natural Language Processing Pipeline for Detecting Informal Data ...

Title:A Natural Language Processing Pipeline for Detecting Informal Data References in Academic Literature ... Abstract:Discovering authoritative ...

A machine learning approach using natural language processing (NLP) to assist in the detection of informal data references.

A Natural Language Processing Pipeline for Detecting Informal Data ...

We developed a computational pipeline to detect informal data references in academic literature (Figure 1). This pipeline includes three steps: ...

A Natural Language Processing Pipeline for Detecting Informal Data ...

Request PDF | A Natural Language Processing Pipeline for Detecting Informal Data References in Academic Literature | Discovering ...

Librarian-in-the-Loop: A Natural Language Processing Paradigm for ...

Data citations that reference unique identifiers (i.e. DOIs) are readily findable; however, informal mentions made to research data are more ...

Tracing Data Footprints: Formal and Informal Data Citations in the ...

Despite its growing prominence, data citation is still at an early stage, with considerable variations in practices observed across scientific ...

Tracing data: A survey investigating disciplinary differences in data ...

Data citations may vary in their adherence to guidelines, formats, completeness, and use of persistent identifiers (PIDs). Reference lists may ...

Librarian-in-the-Loop: A Natural Language Processing Paradigm for ...

4 Citations · 3 Excerpts. A Natural Language Processing Pipeline for Detecting Informal Data References in Academic Literature · 2 Excerpts. DataChat: Prototyping ...

A Natural Language Processing Pipeline for Detecting Informal Data ...

A Natural Language Processing Pipeline for Detecting Informal Data References in Academic Literature. ASIS&T Annual Meeting (5/20/2022). Citation. Lafia, S.Fan, ...

How and Why Do Researchers Reference Data? A Study of ...

A review of data citations in academic literature found that they varied along two major dimensions: cited entities and styles ( Fear 2013 ). Data producers ( ...

A systematic method for identifying references to academic research ...

This is difficult, however, due to the variety of document and referencing formats used in grey literature, even from a single organisation. In ...

Formal and Informal Data Citations in the Scientific Literature - Scite

Tracing Data Footprints: Formal and Informal Data Citations in the Scientific Literature · Cited by 1 publication · References 22 publications.

How are exclusively data journals indexed in major scholarly ...

... data journals, where data papers and research articles are published together. ... Detecting Informal Data References in Academic Literature. ( ...

Informal data citation for data sharing and reuse is more common ...

The analysis reveals that informal data citation in the main text of articles is far more common than formal data citations in the references of articles. As a ...

Are Researchers Citing Their Data? A Case Study from The U.S. ...

2023 tracing data footprints: Formal and informal data citations in the scientific literature. ... data references in academic articles. Data Science ...

Formal and Informal Data Citations in the Scientific Literature

Some works analyze the articles' full text to detect data citation practices. In [28], for example, authors analyzed data citation practices in 600 articles.

Elements of reference list entries - APA Style

This element includes not only authors of articles, books, reports, and other works but also others who played primary roles in the creation of a work, such as ...

‪Sara Lafia‬ - ‪Google Scholar‬

A natural language processing pipeline for detecting informal data references in academic literature. S Lafia, L Fan, L Hemphill. Proceedings of the Association ...

A data citation roadmap for scientific publishers - Nature

Primary data should be robustly archived and directly cited as support for findings, just as literature is cited; and where data are re-used for ...