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Data · dataset · 2023

Jd.com Chinese fake review dataset

Listed in ScienceDB

The data set is divided into three parts.

Description

The first part is the review text crawled by the team from Jd.com comments, including more than 30,000 pieces of review data from mobile phones, clothing and other fields on Jd.com platform from 2014 to 2021. About 10,000 pieces of valid comment data were finally obtained after eliminating incorrect text and garbled characters.

In the second part, in order to verify the effectiveness of the model for cross-domain experiments, the data extracted again is the review data of lj.com in the four fields of mobile phone, food, home appliances and clothing in 2023, among which, each field contains 200 reviews, and the ratio of real reviews to fake reviews is approximately 1:1. In the third part, two Chinese data sets (harassing short messages and microblog rumors) are used to verify the validity of the model for Chinese text classification.

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Where it is published

Catalogue records · 1

Topics

Inferred from text
Text 75%
Provenance · 1 source records, 11 field assertions
SourceKeyLast seenRaw
ScienceDB10.57760/sciencedb.j00133.0026810 d agoJSON v1
FieldAssertionExtractorEvidence
access_levelsource · scidb cnconnector:scidb_cn@1.0.0
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
licensesource · scidb cnconnector:scidb_cn@1.0.0/metadata/dc/rights
publication_datesource · scidb cnconnector:scidb_cn@1.0.0
titlesource · scidb cnconnector:scidb_cn@1.0.0/metadata/dc/title