academic-data-search

Access AMiner Open Platform APIs for academic data analysis.

Updated Apr 18, 2026
One-click install
npx skills add https://github.com/logeshv586-code/AIproductfactory --skill academic-data-search
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: academic-data-search
Source: https://github.com/logeshv586-code/AIproductfactory/tree/main/skills/aminer-open-academic
Command: npx skills add https://github.com/logeshv586-code/AIproductfactory --skill academic-data-search

SYSTEM DOCUMENTATION & REQUIREMENTS

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

What problem does it solve?

This Skill simplifies the process of searching and analyzing academic data, providing users with a convenient way to access scholarly information, paper details, institution data, journal content, and patent information.

Core Features & Use Cases

  • Comprehensive Data Access: Access to 28 integrated APIs for a wide range of academic data.
  • Flexible Workflows: Utilize 6 pre-defined workflows for specific tasks such as scholar analysis, paper deep dive, and institution research.
  • Custom Queries: Perform in-depth searches using natural language or structured keywords.
  • Use Case: For researchers or students looking to quickly retrieve detailed information on a specific scholar, paper, or institution.

Quick Start

To search for information on a scholar, use the command: python scripts/aminer_client.py --token <TOKEN> --action scholar_profile --name "Yann LeCun"

Frequently Asked Questions about academic-data-search

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

FAQPage Schema
How do I search for academic data and analyze scholarly publications?

To search for academic data, this Skill provides access to 28 integrated AMiner APIs. You can analyze scholarly publications, retrieve scholar profiles, and access institution data by executing specific Python scripts with your AMiner token.

How do I retrieve a specific scholar's profile using AMiner APIs?

You can retrieve a scholar's profile using the provided Python client script. Execute the scholar_profile action with the required AMiner token and the scholar's name to fetch detailed academic information.

Do I need an AMiner token to access academic data workflows?

Yes, you need an AMiner Open Platform token for authentication. This token is required to execute any of the 6 pre-defined workflows for scholar, paper, institution, journal, or patent analysis.

Can I use natural language to query paper and institution data?

Yes, you can perform in-depth searches using natural language or structured keywords. This allows you to execute custom queries across the available academic datasets for comprehensive paper and institution research.

What academic data categories are available for deep dive analysis?

The Skill supports deep dive analysis across five academic data categories: scholar, paper, institution, journal, and patent. These are accessible through 6 flexible pre-defined workflows.

What limitations exist when using requests and json for academic data search?

The Skill relies on the requests and json libraries to interface with AMiner APIs. Users must ensure their AMiner token is valid and manage API rate limits or query constraints as defined by the AMiner Open Platform.