SMLoadr
SMLoadr is an open-source tool for downloading scholarly metadata, full-texts, supplemental data, and cited sources from the semantic publishing platform ScienceMatters. It allows researchers to easily get copies of publications for text and data mining purposes.
research
text-mining
data-mining
semantic-publishing
open-source
SMLoadr: Download Scholarly Metadata & Full-Texts
Download scholarly metadata, full-texts, supplemental data, and cited sources from ScienceMatters with SMLoadr, an open-source tool for text and data mining.
What is SMLoadr?
SMLoadr is an open-source command-line tool for downloading scholarly publications and related content from the ScienceMatters semantic publishing platform. It enables researchers to bulk download metadata, full-text PDFs, supplementary data files, and references/citations data for text and data mining, replication studies, systematic reviews, and other research applications.
Some key features of SMLoadr include:
- Downloads publications, data, citations and metadata in standardized machine-readable formats like JSON and XML
- Bulk downloading of content based on query terms, date ranges, specific journals/conferences, etc.
- Preserves links between various objects (e.g., publications and supplementary data files)
- Standalone executable with no dependencies - works across platforms like Windows, Mac and Linux
By automating discovery and access to scholarly content on ScienceMatters, SMLoadr makes it easy for researchers, developers, and institutions to gain access to publications and data for analysis. It facilitates transparency and reusability of research in support of open science priorities.
SMLoadr Features
Features
- Downloads metadata, full text PDFs, supplementary data files, and cited sources
- Works with publications on ScienceMatters
- Command-line interface
- Configuration file support
- Rate limiting
- Persistent caching of requests
- Async downloads
- Extensible plugin architecture
Pricing
- Open Source
Pros
Open source and free to use
Automates downloading of research content
Enables text and data mining of publications
Good for research reproducibility
Customizable and extensible
Cons
Only works with content on ScienceMatters
Command-line only, no GUI
Requires some technical skill to use effectively
Limited to academic/research use cases
Official Links
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