AMiner Academic Data Search (学术数据查询)
AMiner is a leading global academic data platform. This skill covers all 28 open APIs organized into 6 practical workflows for comprehensive academic research.
- - API Docs: https://open.aminer.cn/open/doc
- Console (Token): https://open.aminer.cn/open/board?tab=control
Getting Started
1. Get API Token
- 1. Visit AMiner Console
- Login and generate an API Token
- Token goes in
Authorization header for all requests
2. Quick Usage
# 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"
Reliability & Error Handling
Built-in resilience:
- - Timeout: 30s default
- Retries: Max 3 with exponential backoff (1s → 2s → 4s) + jitter
- Retryable: INLINECODE1
- Degradation:
paper_deep_dive auto-falls back to paper_search_pro; paper_qa degrades to INLINECODE5 - Traceability: Composite workflow output includes INLINECODE6
Paper Search API Selection Guide
| API | Focus | Use Case | Cost |
|---|
| INLINECODE7 | Title lookup → INLINECODE8 | Known paper title | Free |
| INLINECODE9 |
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:
- 1. Known title →
paper_search → paper_detail → INLINECODE16 - Condition filter →
paper_search_pro → INLINECODE18 - Natural language →
paper_qa_search (fallback: paper_search_pro) - Venue analysis →
venue_search → venue_paper_relation → INLINECODE23
6 Composite Workflows
1. Scholar Profile (学者全景分析)
Use: Complete academic profile of a scholar.
CODEBLOCK1
CODEBLOCK2
2. Paper Deep Dive (论文深度挖掘)
Use: Full paper info + citation chain.
CODEBLOCK3
CODEBLOCK4
3. Organization Analysis (机构研究力分析)
Use: Analyze an institution's research capabilities.
CODEBLOCK5
CODEBLOCK6
4. Venue Papers (期刊论文监控)
Use: Track papers from a specific journal/venue by year.
CODEBLOCK7
CODEBLOCK8
5. Paper Q&A (学术智能问答)
Use: Natural language academic search.
Supports: query (natural language), topic_high/middle/low (keyword weights), sci_flag, force_citation_sort, author_terms, org_terms.
CODEBLOCK9
6. Patent Analysis (专利链分析)
Use: Search patents by technology domain.
CODEBLOCK10
CODEBLOCK11
Full API Reference
| # | API | Method | Cost | Path |
|---|
| 1 | Paper QA Search | POST | ¥0.05 | INLINECODE30 |
| 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
References
- - Official Docs: https://open.aminer.cn/open/doc
- Console: https://open.aminer.cn/open/board?tab=control
AMiner Academic Data Search (学术数据查询)
AMiner 是全球领先的学术数据平台。本技能涵盖全部28个开放API，组织为6个实用工作流，用于全面的学术研究。
- - API文档: https://open.aminer.cn/open/doc
- 控制台（令牌）: https://open.aminer.cn/open/board?tab=control
快速入门
1. 获取API令牌
- 1. 访问 AMiner控制台
- 登录并生成API令牌
- 所有请求的Authorization头中需携带令牌
2. 快速使用
bash
学者画像分析
python scripts/aminer
client.py --token --action scholarprofile --name Andrew Ng
论文深度挖掘（含引用链）
python scripts/aminer
client.py --token --action paperdeep_dive --title Attention is all you need
机构分析
python scripts/aminer
client.py --token --action organalysis --org 清华大学
期刊论文监控
python scripts/aminer
client.py --token --action venuepapers --venue Nature --year 2024
学术问答（自然语言）
python scripts/aminer
client.py --token --action paperqa --query transformer架构最新进展
专利搜索
python scripts/aminer
client.py --token --action patentsearch --query 量子计算
可靠性与错误处理
内置弹性机制：
- - 超时: 默认30秒
- 重试: 最多3次，指数退避（1秒→2秒→4秒）+ 随机抖动
- 可重试状态码: 408 / 429 / 500 / 502 / 503 / 504
- 降级: paperdeepdive自动回退至papersearchpro；paperqa降级为papersearchpro
- 可追溯性: 复合工作流输出包含sourceapi_chain
论文搜索API选择指南
| API | 重点 | 使用场景 | 费用 |
|---|
| papersearch | 标题查询→paperid | 已知论文标题 | 免费 |
| papersearchpro |
多条件搜索 | 按作者/机构/期刊筛选 | ¥0.01 |
| paper
qasearch | 自然语言问答 | 语义搜索 | ¥0.05 |
| paper
listby
searchvenue | 丰富论文信息 | 分析/报告 | ¥0.30 |
| paper
listby_keywords | 多关键词批量 | 主题批量检索 | ¥0.10 |
| paper
detailby_condition | 年份+期刊筛选 | 年度期刊监控 | ¥0.20 |
推荐路由：
- 1. 已知标题→papersearch→paperdetail→paperrelation
- 条件筛选→papersearchpro→paperdetail
- 自然语言→paperqasearch（回退：papersearchpro）
- 期刊分析→venuesearch→venuepaperrelation→paperdetailbycondition
6个复合工作流
1. 学者全景分析
用途: 学者的完整学术画像。
学者搜索（姓名→person_id）
↓
并行：
├── 学者详情（简介/教育/荣誉）
├── 学者画像（研究领域/兴趣）
├── 学者论文（论文列表）
├── 学者专利（专利列表）
└── 学者项目（资助/基金）
bash
python scripts/aminerclient.py --token --action scholarprofile --name Yann LeCun
2. 论文深度挖掘
用途: 完整论文信息+引用链。
论文搜索（标题→paper_id）
↓
论文详情（摘要/作者/DOI/期刊/年份）
↓
论文引用（被引论文→cited_ids）
↓
（可选）批量获取被引论文信息
bash
python scripts/aminerclient.py --token --action paperdeep_dive --title BERT
3. 机构研究力分析
用途: 分析机构的研究能力。
机构消歧Pro（原始字符串→org_id）
↓
并行：
├── 机构详情（简介/类型/成立年份）
├── 机构学者（学者列表）
├── 机构论文（论文列表）
└── 机构专利（专利列表，最多1万条）
bash
python scripts/aminerclient.py --token --action organalysis --org MIT
4. 期刊论文监控
用途: 按年份追踪特定期刊/会议的论文。
期刊搜索（名称→venue_id）
↓
期刊详情（ISSN/类型/缩写）
↓
期刊论文（venueid+年份→paperids）
↓
（可选）批量获取论文详情
bash
python scripts/aminerclient.py --token --action venuepapers --venue NeurIPS --year 2023
5. 学术智能问答
用途: 自然语言学术搜索。
支持：query（自然语言）、topichigh/middle/low（关键词权重）、sciflag、forcecitationsort、authorterms、orgterms。
bash
python scripts/aminerclient.py --token --action paperqa \
--query 用于蛋白质结构预测的深度学习方法
6. 专利链分析
用途: 按技术领域搜索专利。
专利搜索（查询→patent_id）
↓
专利详情（摘要/申请日期/专利权人/发明人）
bash
python scripts/aminerclient.py --token --action patentsearch --query 量子计算芯片
完整API参考
| # | API | 方法 | 费用 | 路径 |
|---|
| 1 | 论文QA搜索 | POST | ¥0.05 | /api/paper/qa/search |
| 2 |
学者搜索 | POST | 免费 | /api/person/search |
| 3 | 论文搜索 | GET | 免费 | /api/paper/search |
| 4 | 论文搜索Pro | GET | ¥0.01 | /api/paper/search/pro |
| 5 | 专利搜索 | POST | 免费 | /api/patent/search |
| 6 | 机构搜索 | POST | 免费 | /api/organization/search |
| 7 | 期刊搜索 | POST | 免费 | /api/venue/search |
| 8 | 学者详情 | GET | ¥1.00 | /api/person/detail |
| 9 | 学者项目 | GET | ¥3.00 | /api/project/person/v3/open |
| 10 | 学者论文 | GET | ¥1.50 | /api/person/paper/relation |
| 11 | 学者专利 | GET | ¥1.50 | /api/person/patent/relation |
| 12 | 学者画像 | GET | ¥0.50 | /api/person/figure |
| 13 | 论文信息 | POST | 免费 | /api/paper/info |
| 14 | 论文详情 | GET | ¥0.01 | /api/paper/detail |
| 15 | 论文引用 | GET | ¥0.10 | /api/paper/relation |
| 16 | 专利信息 | GET | 免费 | /api/patent/info |
| 17 | 专利详情 | GET | ¥0.01 | /api/patent/detail |
| 18 | 机构详情 | POST | ¥0.01 | /api/organization/detail |
| 19 | 机构专利 | GET | ¥0.10 | /api/organization/patent/relation |
| 20 | 机构学者 | GET | ¥0.50 | /api/organization/person/relation |
| 21 | 机构论文 | GET | ¥0.10 | /api/organization/paper/relation |
| 22 | 期刊详情 | POST | ¥0.20 | /api/venue/detail |
| 23 | 期刊论文 | POST | ¥0.10 | /api/venue/paper/relation |
| 24 | 机构消歧 | POST | ¥0.01 | /api/organization/na |
| 25 | 机构消歧Pro | POST | ¥0.05 | /api/organization/na/pro |
| 26 |
