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open-knowledge-maps

open-knowledge-maps

An academic literature aggregation platform that clusters and visualizes relevant research papers based on queries.

Research ToolsKnowledge Graph
open-knowledge-maps screenshot
OverviewAlternatives

Monthly Visits

158.9K

Avg. Session Duration

2 min

Category Rank

#29

Bounce Rate

0.4%

What is open-knowledge-maps?

Open Knowledge Maps is a nonprofit open-source platform designed to revolutionize the discovery and access of scientific knowledge. By leveraging AI-powered processes, the platform clusters and visualizes the most relevant research papers based on user queries, delivering instant topic overviews that highlight key areas and related literature. Integrating major academic databases such as PubMed and BASE, it supports multidisciplinary exploration while emphasizing open-access content. The platform is committed to fostering an open and collaborative research environment, enabling users to efficiently explore, share, and utilize scientific knowledge.

Key Features of open-knowledge-maps?

AI-Powered Knowledge Map
Automatically generates a visual map of the top 100 related research papers using natural language processing and machine learning, clustering them by thematic similarity.
Multidisciplinary and Multilingual Support
Supports research across all scientific disciplines and multiple languages, enhancing the visibility of non-English and diverse academic content.
Open Access Highlighting
Prominently displays open access publications in the knowledge map, enabling users to directly access free full texts (if available).
Integration with Major Academic Databases
Connects to large data sources such as PubMed and BASE, covering over 300 million documents including articles, datasets, and multimedia resources.
Community-Driven and Open Source
Collaboratively developed by a user community under an open-source license, promoting transparency, participation, and continuous improvement.
Custom Embedding and API Access
Provides knowledge map embedding services for institutional repositories and discovery systems, enhancing the visibility of specific collections.

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