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Data · dataset · 2024

Prediction of Emerging Communities-Related Data

Listed in ScienceDB

This dataset contains preprocessed vocabulary functional category information, community basic information, community feature set, and prediction result information. 1.

Description

Vocabulary functional category information: Table 1_ Ehealth_ Lexical_ Function.csv describes the functional attribute category information of all vocabulary in the corpus. 2. Basic information of the community: Table 2_ Community_ Info.csv describes the determination information of whether a community belongs to a hot or emerging community, as well as the year, node, and edge related statistical information of the community. 3.

Community feature set: Table 3_ Community_ Features_ Input.csv describes the specific indicator values of all features of a community, used for predicting model training and testing. 4. Prediction result data: Table 4_ Prediction_ Consequence describes the accuracy, precision, recall, and F1 score of five prediction models under different feature combinations 

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Where it is published

Catalogue records · 1

Topics

Inferred from text
Linguistics 69% · Tabular 65%
Provenance · 1 source records, 12 field assertions
SourceKeyLast seenRaw
ScienceDB10.57760/sciencedb.j00133.0038312 d agoJSON v1
FieldAssertionExtractorEvidence
access_levelsource · scidb cnconnector:scidb_cn@1.0.0
concepts[field].anzsrc:group:4704enrichment · scidb cntaxonomy-embedding@1.0.0title+keywords+description (69%)
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:tabularenrichment · scidb cnkeyword-concept-rules@1.0.0title+description (65%)
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