← Volver a los artículos

Software tools for conducting bibliometric analysis in science: An up-to-date review

★ ★ ★ ★ ☆

Resumen del artículo

Título de Paperzilla
Bibliometrics: So Many Tools, So Little Time (To Choose)!

This paper reviews a wide range of software tools and libraries for bibliometric analysis, covering data sources, performance analysis, science mapping, and visualization. It categorizes tools and provides comparative analyses to highlight differences in database support, pre-processing capabilities, and analytical features, concluding that no single tool is universally best, and the choice depends on the specific needs of the analysis.

Explícamelo como si tuviera cinco años

Scientists looked at many different computer programs that help them understand big piles of science information. They found that different programs are good for different jobs, so there isn't one perfect program for everything.

Posibles conflictos de intereses

None identified

Limitaciones identificadas

Lack of Systematic Selection Process
The review lacks a systematic approach to identifying and selecting the tools included. There's no clear methodology described for how the tools were chosen, which raises questions about the comprehensiveness and potential biases of the review.
Superficial Tool Evaluation
The evaluation of the tools is somewhat superficial, relying mostly on stated features rather than in-depth testing or comparisons. More rigorous benchmarks or use case demonstrations would strengthen the evaluation.
Limited Temporal Scope
The temporal scope of the review is limited. It provides an "up-to-date" overview at a specific point in time, but software tools in this domain evolve rapidly. The information may quickly become outdated.

Explicación de la calificación

This review paper provides a useful overview of a large number of bibliometric analysis tools. Although it suffers from some methodological limitations, particularly in terms of tool selection and evaluation, it offers a valuable resource for researchers looking to navigate the complex landscape of bibliometric software. The breadth of coverage and the comparative tables are its strengths.

Conviene saber

Este es el análisis de Starter. Paperzilla Pro verifica cada cita, investiga los antecedentes de los autores y las fuentes de financiación, y utiliza razonamiento avanzado con IA para ofrecer información más exhaustiva.

Explorar Pro →

Jerarquía temática

Información del archivo

Título original: Software tools for conducting bibliometric analysis in science: An up-to-date review
Subido: 14 jul 2025, 10:53:10
Privacidad: Público