Data · dataset · 2026
Research Supporting Data for Policy Synergy Knowledge Extraction Based on Large Language Models
Listed in ScienceDB
Description
Text: This policy text dataset is composed of the policy texts related to the cultural, tourism and sports industries in China from 2010 to 2024, which were collected from the central government's official website and the "Peking University Legal Database" system. Juzhen: Policy Joint Publisher Matrix, used to calculate the intensity of cooperation among entities and to draw the topological structure of the cooperation network among entities. Tool: Identifies policy tools and conducts statistical analysis of data results. BERTopic: Paragraphs, word segmentation, text vectors, and time labels for bertopic topic clustering. PMCindex: Evaluation results and statistics of the coordination degree of various local policies.
Links
Where it is published
- DOI doi.org/10.57760/sciencedb.j00133.00597 ↗
DOI / persistent id · from scidb cn
Catalogue records · 1
- OAI-PMH record scidb.cn/oai?verb=GetRecord&metadataPrefix=oai_dc&identifier=10.57760%2… ↗
metadata API · from scidb cn
Topics
- From keywords
- Earth & Environmental Science · Engineering · Humanities · Life Sciences · Social Science
- Inferred from text
- Policy and administration 72% · Text 75%
Provenance · 1 source records, 11 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| ScienceDB | 10.57760/sciencedb.j00133.00597 | 10 d ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| concepts[field].anzsrc:group:4407 | enrichment · scidb cn | taxonomy-embedding@1.0.0 | title+keywords+description (72%) |
| concepts[field].local:field:earth-environmental | mapping · scidb cn | connector:scidb_cn@1.0.0 | |
| concepts[field].local:field:engineering | mapping · scidb cn | connector:scidb_cn@1.0.0 | |
| concepts[field].local:field:humanities | mapping · scidb cn | connector:scidb_cn@1.0.0 | |
| concepts[field].local:field:life-sciences | mapping · scidb cn | connector:scidb_cn@1.0.0 | |
| concepts[field].local:field:social-science | mapping · scidb cn | connector:scidb_cn@1.0.0 | |
| concepts[modality].local:modality:text | enrichment · scidb cn | keyword-concept-rules@1.0.0 | title+description (75%) |
| description | source · scidb cn | connector:scidb_cn@1.0.0 | /metadata/dc/description |
| license_text | source · scidb cn | connector:scidb_cn@1.0.0 | |
| publication_date | source · scidb cn | connector:scidb_cn@1.0.0 | |
| title | source · scidb cn | connector:scidb_cn@1.0.0 | /metadata/dc/title |