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aminer-academic-search

Search AMiner's scholarly database for papers, scholars, and institutions.

Updated Aug 13, 2025
Search Tags:#research automation#academic search#scholarly data#scholar profile#paper citation
One-click install
npx skills add https://github.com/Enztun/enztronic.com --skill aminer-academic-search-enztun
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: aminer-academic-search
Source: https://github.com/Enztun/enztronic.com/tree/main/apps/meteora-lp/skills/aminer-academic-search
Command: npx skills add https://github.com/Enztun/enztronic.com --skill aminer-academic-search-enztun

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires requests, and includes scripts (resource) and references (resource) components.

What problem does it solve?

This Skill addresses the need for efficient academic research by providing direct access to AMiner's comprehensive scholarly database, streamlining the process of finding papers, scholars, institutions, and more.

Core Features & Use Cases

  • Scholar and Paper Search: Locate scholars and papers based on various criteria, including names, organizations, titles, and keywords.
  • Deep Dive into Research: Offers detailed insights into papers, including abstracts, keywords, authors, and citation chains.
  • Institution and Venue Analysis: Evaluate research capabilities of institutions and monitor publication trends in specific venues.
  • Patent Details: Access in-depth information about patents, including IPC/CPC classifications, assignees, and claims.
  • Use Case: Suppose you are researching the impact of machine learning on academic research. Use this Skill to find relevant papers, identify key scholars in the field, and analyze the research trends over the past decade.

Quick Start

To search for a paper titled "Attention is all you need", simply run: python3 scripts/aminer.py paper_search --title "Attention is all you need"

Frequently Asked Questions about aminer-academic-search

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I search for academic papers by title using scholarly data?▼

To search academic papers by title, run the command `python3 scripts/aminer.py paper_search --title "Your Title"` to query AMiner scholarly data and retrieve matching publications with abstracts and citation details.

Can I analyze an institution's research capabilities and publication trends?▼

Yes, you can analyze institutional research capabilities by querying AMiner APIs to evaluate publication volumes, citation impacts, and track specific venue publication trends over time.

Do I need API keys to access AMiner scholar profiles and paper citations?▼

Yes, accessing AMiner scholar profiles and paper citations requires configuring a `.z-ai-config` file with valid API key and token authentication credentials before running search scripts.

What scholarly data does the academic search engine return for patents?▼

The academic search engine returns detailed patent information from AMiner, including IPC and CPC classifications, assignees, and claims, providing comprehensive intellectual property research capabilities.

Can I find scholars by organization and research keywords?▼

Yes, you can locate scholars by filtering AMiner scholarly data based on specific names, organizational affiliations, and research keywords to identify relevant academic contributors.

What's the best way to research machine learning impact using scholarly data?▼

Use AMiner academic search to find relevant papers, identify key scholars in machine learning, and analyze research trends over the past decade to understand the field's impact.

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