{"title":"文本数据驱动的新产品开发：系统映射综述","authors":"Navid Mohammadi, Nader Seyyedamiri, Saeed Heshmati","doi":"10.1108/nbri-04-2021-0029","DOIUrl":null,"url":null,"abstract":"\nPurpose\nThe 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.\n\n\nDesign/methodology/approach\nThis 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.\n\n\nFindings\nThis 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?\n\n\nOriginality/value\nThe 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.\n","PeriodicalId":44958,"journal":{"name":"Nankai Business Review International","volume":" ","pages":""},"PeriodicalIF":1.8000,"publicationDate":"2022-11-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Text data-driven new product development: a systematic mapping review\",\"authors\":\"Navid Mohammadi, Nader Seyyedamiri, Saeed Heshmati\",\"doi\":\"10.1108/nbri-04-2021-0029\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"\\nPurpose\\nThe 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.\\n\\n\\nDesign/methodology/approach\\nThis 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.\\n\\n\\nFindings\\nThis 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?\\n\\n\\nOriginality/value\\nThe 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.\\n\",\"PeriodicalId\":44958,\"journal\":{\"name\":\"Nankai Business Review International\",\"volume\":\" \",\"pages\":\"\"},\"PeriodicalIF\":1.8000,\"publicationDate\":\"2022-11-17\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Nankai Business Review International\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1108/nbri-04-2021-0029\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q3\",\"JCRName\":\"MANAGEMENT\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Nankai Business Review International","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1108/nbri-04-2021-0029","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q3","JCRName":"MANAGEMENT","Score":null,"Total":0}
Text data-driven new product development: a systematic mapping review
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.
期刊介绍：
Nankai Business Review International (NBRI) provides insights in to the adaptation of American and European management theory in China, the differences and exchanges between Chinese and western management styles, the relationship between Chinese enterprises’ management practice and social evolution and showcases the development and evolution of management theories based on Chinese cultural characteristics. The journal provides research of interest to managers and entrepreneurs worldwide with an interest in China as well as research associations and scholars focusing on Chinese problems in business and management.
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