JANE Journal Finder: How It Works, Scope, and Use

The JANE journal finder (Journal / Author Name Estimator) is a free web discovery platform that matches manuscript abstracts against biomedical literature indexed in PubMed. Developed by the Biosemantics Group, JANE helps researchers identify target academic journals, discover prospective peer reviewers, and locate related papers using text similarity matching.

Unlike publisher-specific matchers that suggest only journals within a single catalog, JANE evaluates submissions across the open biomedical literature. By searching PubMed records published over the past decade, JANE generates recommendations based on article similarity rather than corporate imprint. Authors selecting publication venues can evaluate JANE alongside other journal finder tools and standard guidance on how to choose a journal to build an objective submission list.

What It Is

JANE stands for Journal / Author Name Estimator. The platform was created to address two core needs: assisting authors in finding suitable journals for completed manuscripts, and helping editors locate qualified specialists to conduct peer review.

The platform provides three main search functions:

• Find journals: Compares a manuscript title or abstract to PubMed articles and ranks matching journals by calculated confidence scores, displaying MEDLINE and open-access quality flags.
• Find authors: Identifies researchers who frequently publish related work in PubMed, assisting editors in recruiting reviewers and authors in locating collaborators.
• Find articles: Retrieves published PubMed articles with the closest textual overlap to help authors find relevant citations.

Users can submit full text or switch to keyword mode. To address confidentiality concerns regarding unpublished findings, JANE includes a client-side scrambling feature that sorts words alphabetically in the user’s browser before transmission.

Who Runs It and What It Covers

JANE was created and is maintained by Martijn Schuemie with the Biosemantics Group at Erasmus University Medical Center Rotterdam. Research was funded by the Netherlands Bioinformatics Centre (NBIC), and hosting is provided by Observational Health Data Sciences and Informatics (OHDSI). The tool was described by Schuemie and Kors in 2008 in Bioinformatics.

JANE indexes documents from the National Library of Medicine’s PubMed database, applying specific parameters to ensure quality:

• 10-year publication window: Indexes PubMed records published within the preceding 10 years that include an abstract.
• Active journals only: Includes only journals that published at least one PubMed entry in the past year, filtering out dormant titles.
• Author activity window: Considers authors who published one or more PubMed-indexed papers in the last 10 years.
• Excluded document types: Excludes non-original records, including editorials, comments, letters, news, biographies, congresses, practice guidelines, interviews, directories, technical reports, errata, and retracted publications.
• Monthly updates: Refreshes the underlying search index once per month.

To help authors avoid questionable publications, JANE visually tags journals currently indexed in MEDLINE, open-access journals approved by the Directory of Open Access Journals (DOAJ, tagged as "High-quality open access"), and titles in PubMed Central (PMC). These distinctions are essential for evaluating publication legitimacy, as discussed in CASRAI’s guides on whether PubMed indexing indicates reliability and journal indexing across DOAJ, Scopus, and Web of Science.

How to Search or Use It

JANE requires no user account or login. Authors can search the interface through seven steps:

1. Enter manuscript text: Paste your title and abstract into the main box labeled "Insert your title and/or abstract here", or select the keyword search option.
2. Scramble text for confidentiality (optional): Click "Scramble" to sort all words alphabetically before submission. Because JANE uses a bag-of-words index, scrambling preserves search scoring while preventing readable draft transmission over the network.
3. Choose publication language: Select target languages under "Choose the language(s) you want to publish in" (English, French, German, Italian, Japanese, Russian, Spanish).
4. Select publication type filters: Under "Select the publication type(s) best describing your manuscript", optionally filter by study design (e.g., Clinical Trial, Randomized Controlled Trial, Meta-Analysis, Review, Case Reports).
5. Set open access preferences: Under "Choose your open access options", choose "No preference", "Search only open access journals", or "Exclude open access journals". Under "Included only journals in PubMed Central?", optionally select immediate access, 12-month delay, or PMC-only indexing.
6. Run the search: Click "Find journals" to identify publication venues, "Find authors" to identify potential reviewers, or "Find articles" to review related papers.
7. Interpret scores and matching papers: Review suggested journals ranked by confidence score alongside Article Influence (AI) ratings from Eigenfactor.org. Click "Show articles" beneath any journal to examine the individual PubMed citations and similarity bars driving the recommendation.

Strengths and Limits

Understanding JANE’s capabilities helps authors determine when to use it and when supplementary tools are necessary.

Strengths

• Publisher-independent: Evaluates titles across hundreds of publishers, avoiding the commercial bias of single-publisher matchers.
• Transparent Lucene scoring: Uses Apache Lucene’s MoreLikeThis parser to find the 50 most similar PubMed papers, calculating similarity scores and summing them into a journal confidence score.
• Quality indicators: Visual tags for MEDLINE indexing and DOAJ approval highlight verified editorial standards.
• Dual functionality: Serves authors seeking venues and editors recruiting peer reviewers.
• Open API access: Provides URL query parameters and a SOAP web service API for programmatic queries.

Limits

• Biomedical scope only: Because JANE indexes PubMed, it cannot match manuscripts in engineering, physical sciences, law, humanities, or business.
• Similarity vs. acceptance probability: High Lucene similarity indicates thematic overlap with past publications, not editorial interest or likelihood of acceptance.
• Absence of editorial metrics: JANE does not report acceptance rates, turnaround speeds, or publication charges. It shows Article Influence scores rather than Journal Impact Factors; for background, see CASRAI’s analysis of why PubMed does not report journal impact factors.
• Independent verification needed: Low-quality journals in PubMed may appear in raw results, requiring authors to confirm DOAJ/MEDLINE badges and verify policies on journal websites.

Alternatives

Researchers selecting target journals can evaluate JANE against alternative publisher-specific and multidisciplinary tools:

Platform / Tool	Disciplinary Scope	Underlying Corpus	Access Model	Key Features and Differences
JANE (Journal / Author Name Estimator)	Biomedical and life sciences	PubMed / MEDLINE (10-year window)	Free / Open access	Publisher-independent; Lucene similarity scoring; MEDLINE and DOAJ quality tags; author finder.
Elsevier JournalFinder	Multidisciplinary	Elsevier journals (~2,800 titles)	Free	Restricted to Elsevier; reports CiteScore, Impact Factor, acceptance rate, and review speed.
Springer Nature Journal Suggester	Multidisciplinary	Springer and BMC catalog (~2,600 titles)	Free	Restricted to Springer Nature; filters by open access model and submission turnaround times.
Wiley Journal Finder	Multidisciplinary	Wiley journal catalog (~1,600 titles)	Free	Restricted to Wiley catalog; displays article processing charges and open access licensing options.
Web of Science Manuscript Matcher	Multidisciplinary	Web of Science Core Collection	Subscription	Cross-publisher matching across academic disciplines; integrates Journal Citation Reports (JCR) metrics.
Edanz Journal Selector	Multidisciplinary	Cross-publisher database	Free	Provides abstract matching across multiple publishers with filters for publication frequency.

FAQ

What is JANE in research publishing?

JANE stands for Journal / Author Name Estimator. It is a free web-based tool created by the Biosemantics Group that compares a manuscript title or abstract against PubMed articles to suggest appropriate journals, prospective peer reviewers, and related papers.

Is the JANE journal finder free to use?

Yes. JANE is completely free, requires no user account or subscription, and does not charge fees for querying journals, authors, or articles. It also provides a free SOAP web service API.

How does JANE calculate journal confidence scores?

JANE uses Apache Lucene’s MoreLikeThis parser to identify the 50 most similar articles in PubMed. For each article, a similarity score is calculated, and the scores of all articles belonging to a specific journal are summed to determine that journal’s confidence score.

Can JANE recommend predatory journals?

Because JANE indexes PubMed, and PubMed includes articles from some lower-quality publications, questionable journals can appear in search results. JANE helps researchers identify reputable titles by tagging journals currently indexed in MEDLINE and open-access titles approved by the Directory of Open Access Journals (DOAJ).

What does the Scramble button do in JANE?

The "Scramble" button executes client-side JavaScript that rearranges all words in your entered title or abstract into alphabetical order. Because JANE’s search evaluates term frequencies rather than syntax, scrambling preserves search accuracy while protecting manuscript confidentiality during transit.

Can JANE be used to find peer reviewers or editorial board members?

Yes. Selecting "Find authors" evaluates the entered abstract against PubMed literature from the past 10 years, identifying and ranking researchers who have published the most similar papers.

Sources

• JANE Web Application: Biosemantics Group. Journal / Author Name Estimator. Available at: https://jane.biosemantics.org/ (Accessed: 7 November 2026).
• JANE Frequently Asked Questions: Biosemantics Group. Frequently Asked Questions. Available at: https://jane.biosemantics.org/faq.php (Accessed: 7 November 2026).
• Foundational Peer-Reviewed Paper: Schuemie, M. J., and Kors, J. A. (2008). Jane: suggesting journals, finding experts. Bioinformatics, 24(5), 727–728. doi:10.1093/bioinformatics/btn006. PMID: 18227119.
• JANE API Specification: Schuemie, M. (2008). JANE API description, Version 0.1. Available at: https://jane.biosemantics.org/JANE API description.pdf (Accessed: 7 November 2026).