Purpose

The purpose of this study/paper is conducting a Systematic mapping review, as a systematic literature review method for reviewing the literature of new product development by textmining and mapping the results of this review.

Design/methodology/approach

This research has been conducted with the aim of systematically reviewing the literature on the field of design and development of products based on textual data. This research wants to know, how text data and text mining methods, can use for the design and development of new products.

Findings

This review finds out what are the most popular algorithms in this field? What are the most popular areas in using these approaches? What types of data are used in this area? What software is used in this regard? And what are the research gaps in this area?

Originality/value

The contribution of this review is creating a macro and comprehensive map for research in this field of study from various aspects and identifying the pros and cons of this field of study by systematic mapping review.

中文翻译：

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文本数据驱动的新产品开发：系统的映射审查

目的

本研究/论文的目的是进行系统映射综述，作为一种系统文献综述方法，通过文本挖掘和映射该综述的结果来回顾新产品开发的文献。

设计/方法论/途径

本研究的目的是系统地回顾基于文本数据的产品设计和开发领域的文献。这项研究想知道，文本数据和文本挖掘方法如何用于新产品的设计和开发。

发现

这篇评论找出了该领域最流行的算法是什么？使用这些方法最流行的领域是什么？该领域使用什么类型的数据？这方面使用什么软件？该领域的研究空白是什么？

原创性/价值

本综述的贡献在于从各个方面为该研究领域的研究绘制了宏观、全面的地图，并通过系统的地图回顾来识别该研究领域的利弊。