aminer-data-search

You can search academic papers and trace citation references by using the AMiner paper deep dive workflow, which retrieves paper details and follows citation chains. This requires an AMiner API token passed in the Authorization header.

Yes, the scholar profile analytics workflow builds a complete academic overview from a scholar name, retrieving research interests, papers, patents, and projects using the AMiner API.

The best way to analyze institution research strength and monitor journals is through the predefined AMiner organization and venue workflows, which automate institutional analysis and journal year monitoring.

Yes, an AMiner API token is required for Authorization headers to perform patent search and chain-style research. The Skill uses this token to access six predefined workflow routes plus a raw single-API mode.

AMiner academic Q&A search routes natural-language queries with structured keyword options and automatically falls back to broader search when needed, ensuring query recovery on transient failures.

AMiner data retrieval may fail on transient API errors, but the Skill supports retry and recovery with fallback routing to ensure a traceable API chain and mitigate these temporary failures.