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Data · dataset · 2026

Research Supporting Data for Policy Synergy Knowledge Extraction Based on Large Language Models

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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.

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Catalogue records · 1

Topics

Inferred from text
Policy and administration 72% · Text 75%
Provenance · 1 source records, 11 field assertions
SourceKeyLast seenRaw
ScienceDB10.57760/sciencedb.j00133.0059710 d agoJSON v1
FieldAssertionExtractorEvidence
concepts[field].anzsrc:group:4407enrichment · scidb cntaxonomy-embedding@1.0.0title+keywords+description (72%)
concepts[field].local:field:earth-environmentalmapping · scidb cnconnector:scidb_cn@1.0.0
concepts[field].local:field:engineeringmapping · scidb cnconnector:scidb_cn@1.0.0
concepts[field].local:field:humanitiesmapping · scidb cnconnector:scidb_cn@1.0.0
concepts[field].local:field:life-sciencesmapping · scidb cnconnector:scidb_cn@1.0.0
concepts[field].local:field:social-sciencemapping · scidb cnconnector:scidb_cn@1.0.0
concepts[modality].local:modality:textenrichment · scidb cnkeyword-concept-rules@1.0.0title+description (75%)
descriptionsource · scidb cnconnector:scidb_cn@1.0.0/metadata/dc/description
license_textsource · scidb cnconnector:scidb_cn@1.0.0
publication_datesource · scidb cnconnector:scidb_cn@1.0.0
titlesource · scidb cnconnector:scidb_cn@1.0.0/metadata/dc/title