Academic data search and analysis using AMiner Open Platform APIs. Query scholars, papers, institutions, journals, and patents. Includes 6 composite workflow...
AMiner is a leading global academic data platform. This skill covers all 28 open APIs organized into 6 practical workflows for comprehensive academic research.
Authorization header for all requests# Scholar profile analysis
python scripts/aminer_client.py --token <TOKEN> --action scholar_profile --name "Andrew Ng"
# Paper deep dive (with citation chain)
python scripts/aminer_client.py --token <TOKEN> --action paper_deep_dive --title "Attention is all you need"
# Organization analysis
python scripts/aminer_client.py --token <TOKEN> --action org_analysis --org "清华大学"
# Venue/journal paper monitoring
python scripts/aminer_client.py --token <TOKEN> --action venue_papers --venue "Nature" --year 2024
# Academic Q&A (natural language)
python scripts/aminer_client.py --token <TOKEN> --action paper_qa --query "transformer架构最新进展"
# Patent search
python scripts/aminer_client.py --token <TOKEN> --action patent_search --query "量子计算"
Built-in resilience:
408 / 429 / 500 / 502 / 503 / 504paper_deep_dive auto-falls back to paper_search_pro; paper_qa degrades to paper_search_prosource_api_chain| API | Focus | Use Case | Cost |
|---|---|---|---|
paper_search | Title lookup → paper_id | Known paper title | Free |
paper_search_pro | Multi-condition search | Filter by author/org/venue | ¥0.01 |
paper_qa_search | Natural language Q&A | Semantic search | ¥0.05 |
paper_list_by_search_venue | Rich paper info | Analysis/reports | ¥0.30 |
paper_list_by_keywords | Multi-keyword batch | Topic batch retrieval | ¥0.10 |
paper_detail_by_condition | Year + venue filter | Annual venue monitoring | ¥0.20 |
Recommended routing:
paper_search → paper_detail → paper_relationpaper_search_pro → paper_detailpaper_qa_search (fallback: paper_search_pro)venue_search → venue_paper_relation → paper_detail_by_conditionUse: Complete academic profile of a scholar.
Scholar Search (name → person_id)
↓
Parallel:
├── Scholar Detail (bio/education/honors)
├── Scholar Figure (research areas/interests)
├── Scholar Papers (publication list)
├── Scholar Patents (patent list)
└── Scholar Projects (grants/funding)
python scripts/aminer_client.py --token <TOKEN> --action scholar_profile --name "Yann LeCun"
Use: Full paper info + citation chain.
Paper Search (title → paper_id)
↓
Paper Detail (abstract/authors/DOI/venue/year)
↓
Paper Citations (cited papers → cited_ids)
↓
(Optional) Batch paper info for cited papers
python scripts/aminer_client.py --token <TOKEN> --action paper_deep_dive --title "BERT"
Use: Analyze an institution's research capabilities.
Org Disambiguation Pro (raw string → org_id)
↓
Parallel:
├── Org Detail (intro/type/founded)
├── Org Scholars (scholar list)
├── Org Papers (paper list)
└── Org Patents (patent list, up to 10k)
python scripts/aminer_client.py --token <TOKEN> --action org_analysis --org "MIT"
Use: Track papers from a specific journal/venue by year.
Venue Search (name → venue_id)
↓
Venue Detail (ISSN/type/abbreviation)
↓
Venue Papers (venue_id + year → paper_ids)
↓
(Optional) Batch paper details
python scripts/aminer_client.py --token <TOKEN> --action venue_papers --venue "NeurIPS" --year 2023
Use: Natural language academic search.
Supports: query (natural language), topic_high/middle/low (keyword weights), sci_flag, force_citation_sort, author_terms, org_terms.
python scripts/aminer_client.py --token <TOKEN> --action paper_qa \
--query "用于蛋白质结构预测的深度学习方法"
Use: Search patents by technology domain.
Patent Search (query → patent_id)
↓
Patent Detail (abstract/filing date/assignee/inventor)
python scripts/aminer_client.py --token <TOKEN> --action patent_search --query "量子计算芯片"
| # | API | Method | Cost | Path |
|---|---|---|---|---|
| 1 | Paper QA Search | POST | ¥0.05 | /api/paper/qa/search |
| 2 | Scholar Search | POST | Free | /api/person/search |
| 3 | Paper Search | GET | Free | /api/paper/search |
| 4 | Paper Search Pro | GET | ¥0.01 | /api/paper/search/pro |
| 5 | Patent Search | POST | Free | /api/patent/search |
| 6 | Org Search | POST | Free | /api/organization/search |
| 7 | Venue Search | POST | Free | /api/venue/search |
| 8 | Scholar Detail | GET | ¥1.00 | /api/person/detail |
| 9 | Scholar Projects | GET | ¥3.00 | /api/project/person/v3/open |
| 10 | Scholar Papers | GET | ¥1.50 | /api/person/paper/relation |
| 11 | Scholar Patents | GET | ¥1.50 | /api/person/patent/relation |
| 12 | Scholar Figure | GET | ¥0.50 | /api/person/figure |
| 13 | Paper Info | POST | Free | /api/paper/info |
| 14 | Paper Detail | GET | ¥0.01 | /api/paper/detail |
| 15 | Paper Citation | GET | ¥0.10 | /api/paper/relation |
| 16 | Patent Info | GET | Free | /api/patent/info |
| 17 | Patent Detail | GET | ¥0.01 | /api/patent/detail |
| 18 | Org Detail | POST | ¥0.01 | /api/organization/detail |
| 19 | Org Patents | GET | ¥0.10 | /api/organization/patent/relation |
| 20 | Org Scholars | GET | ¥0.50 | /api/organization/person/relation |
| 21 | Org Papers | GET | ¥0.10 | /api/organization/paper/relation |
| 22 | Venue Detail | POST | ¥0.20 | /api/venue/detail |
| 23 | Venue Papers | POST | ¥0.10 | /api/venue/paper/relation |
| 24 | Org Disambiguation | POST | ¥0.01 | /api/organization/na |
| 25 | Org Disambiguation Pro | POST | ¥0.05 | /api/organization/na/pro |
| 26 | Paper Search (venue) | GET | ¥0.30 | /api/paper/list/by/search/venue |
| 27 | Paper Batch (keywords) | GET | ¥0.10 | /api/paper/list/citation/by/keywords |
| 28 | Paper Detail (condition) | GET | ¥0.20 | /api/paper/platform/allpubs/more/detail/by/ts/org/venue |
Base URL: https://datacenter.aminer.cn/gateway/open_platform
ZIP package — ready to use