Product Ontology Construction for Crowdfunding Projects

2022 7th International Conference on Business and Industrial Research (ICBIR) Pub Date : 2022-05-19 DOI:10.1109/ICBIR54589.2022.9786391

Qi Li, Jian Qu

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引用次数: 2

Abstract

Crowdfunding provides financial support to realize projects through the power of the public. Since crowdfunding is a voluntary activity, fraudulent crowdfunding projects cannot be regulated. During our research on how to detect fake crowdfunding projects, we found that the classification of product categories for crowdfunding project is crucial. Therefore, we want to implement the classification of product categories for crowdfunding projects on detecting fraudulent crowdfunding projects through the product ontology construction of crowdfunding projects.In this research, we proposed a novel method for product ontology construction based on the modified Nice Classification. To make the categories of products in the Nice Classification more closely match the crowdfunding projects, we have modified the Nice Classification according to the actual categories of products for crowdfunding projects. The method of product ontology construction based on the modified Nice Classification achieved an accuracy of 98% in classifying the categories of products for crowdfunding projects.

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面向众筹项目的产品本体构建

众筹通过公众的力量为项目的实现提供资金支持。由于众筹是一种自愿活动，因此欺诈性众筹项目无法受到监管。在我们对如何检测假冒众筹项目的研究中，我们发现众筹项目的产品类别分类是至关重要的。因此，我们希望通过构建众筹项目的产品本体，实现对众筹项目产品类别的分类，以检测欺诈众筹项目。本文提出了一种基于改进尼斯分类的产品本体构建方法。为了使尼斯分类中的产品类别更贴近众筹项目，我们根据众筹项目实际的产品类别对尼斯分类进行了修改。基于改进尼斯分类的产品本体构建方法对众筹项目的产品类别进行分类，准确率达到98%。

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来源期刊

2022 7th International Conference on Business and Industrial Research (ICBIR)

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