数鼎科技-全国二手车车源信息真伪识别数据

该数据基于数鼎科技自主研发的数据采集框架和流程处理体系，针对车型、车商等车辆关键数据源信息，实时采集中国市场互联网二手车辆公开数据，经过数据抽取、数据转换、数据匹配和数据加载等一系列流水线式的集成处理，并使用二手车车源信息真伪识别方法和装置，从海量的互联网数据中，识别车源信息的真实与虚假，并注上标签，供消费者、二手车平台、监管部门等使用。助力平台和监管部门维护二手车交易环境，减少虚假车源对市场和消费者造成的不良影响，建立更加诚信可靠的二手车市场生态，可广泛应用于汽车行业当中。This dataset is developed based on the self-developed data collection framework and process management system of Shuding Technology. Targeting key vehicle data sources including vehicle models and car dealers, it collects public second-hand vehicle data from the Internet in the Chinese market in real time. It then goes through a series of pipeline-style integrated processing steps, namely data extraction, data transformation, data matching and data loading. Furthermore, it leverages authenticity identification methods and devices for second-hand vehicle listing information to differentiate between genuine and fraudulent vehicle listings from massive Internet datasets, and annotates corresponding labels to the qualified data. The labeled dataset is designed for use by consumers, second-hand vehicle platforms, regulatory authorities and other relevant stakeholders. It assists platforms and regulatory authorities in maintaining a healthy second-hand vehicle trading environment, mitigating the adverse impacts of fraudulent vehicle listings on the market and consumers, and establishing a more credible and reliable second-hand vehicle market ecosystem. The dataset can be widely applied across the automotive industry.

搜集汇总

背景与挑战

背景概述

该数据集基于实时采集的中国市场互联网二手车辆公开数据，通过流水线式集成处理，利用真伪识别方法对车源信息进行真实与虚假的识别并标注标签。它旨在帮助消费者、平台和监管部门维护二手车交易环境，减少虚假车源的不良影响，促进诚信可靠的市场生态建设，可广泛应用于汽车行业。