基于在线评论数据挖掘的品牌形象叙事模型设计研究——以镇江恒顺品牌为例

Lili Zhang, Yuni Wang, Xiaoxin Liu
{"title":"基于在线评论数据挖掘的品牌形象叙事模型设计研究——以镇江恒顺品牌为例","authors":"Lili Zhang, Yuni Wang, Xiaoxin Liu","doi":"10.1109/ICIDDT52279.2020.00106","DOIUrl":null,"url":null,"abstract":"In order to realize the visual innovative design of brands in the era of experience economy, a brand image narrative design model based on online review data mining is proposed based on narratology theory. Taking the brand of Zhenjiang Hengshun as an example, the online review text is obtained by using OCTOPAS data crawling software, and the brand image vocabulary is obtained by analyzing the text data through NLPIR-ICTCLAS data processing platform. The image words are scored with satisfaction by questionnaire survey and Likert scale. The score data is uploaded into SPSSU online software for hierarchical analysis, and the keywords are extracted according to the score weight as the theme of Hengshun brand image narrative design. Then the concept of the theme words is disassembled to establish the narrative theme and plot of the brand visual design. The design model provides a reference solution for brand visual innovation design.","PeriodicalId":6781,"journal":{"name":"2020 International Conference on Innovation Design and Digital Technology (ICIDDT)","volume":"22 1","pages":"532-536"},"PeriodicalIF":0.0000,"publicationDate":"2020-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Research on Brand Image Narrative Model Design Based on Online Review Data Mining : ——Take the brand of Zhenjiang Hengshun as an example\",\"authors\":\"Lili Zhang, Yuni Wang, Xiaoxin Liu\",\"doi\":\"10.1109/ICIDDT52279.2020.00106\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"In order to realize the visual innovative design of brands in the era of experience economy, a brand image narrative design model based on online review data mining is proposed based on narratology theory. Taking the brand of Zhenjiang Hengshun as an example, the online review text is obtained by using OCTOPAS data crawling software, and the brand image vocabulary is obtained by analyzing the text data through NLPIR-ICTCLAS data processing platform. The image words are scored with satisfaction by questionnaire survey and Likert scale. The score data is uploaded into SPSSU online software for hierarchical analysis, and the keywords are extracted according to the score weight as the theme of Hengshun brand image narrative design. Then the concept of the theme words is disassembled to establish the narrative theme and plot of the brand visual design. The design model provides a reference solution for brand visual innovation design.\",\"PeriodicalId\":6781,\"journal\":{\"name\":\"2020 International Conference on Innovation Design and Digital Technology (ICIDDT)\",\"volume\":\"22 1\",\"pages\":\"532-536\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2020-12-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2020 International Conference on Innovation Design and Digital Technology (ICIDDT)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/ICIDDT52279.2020.00106\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2020 International Conference on Innovation Design and Digital Technology (ICIDDT)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ICIDDT52279.2020.00106","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0

摘要

为了实现体验经济时代品牌的视觉创新设计,基于叙事学理论,提出了一种基于在线评论数据挖掘的品牌形象叙事设计模型。以镇江恒顺品牌为例,利用OCTOPAS数据抓取软件获取在线点评文本,通过NLPIR-ICTCLAS数据处理平台对文本数据进行分析,获得品牌形象词汇。采用问卷调查和李克特量表对意象词进行满意度评分。将得分数据上传到SPSSU在线软件进行分层分析,并根据得分权重提取关键词作为恒顺品牌形象叙事设计的主题。然后对主题词的概念进行拆解,建立品牌视觉设计的叙事主题和情节。该设计模型为品牌视觉创新设计提供了参考解决方案。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Research on Brand Image Narrative Model Design Based on Online Review Data Mining : ——Take the brand of Zhenjiang Hengshun as an example
In order to realize the visual innovative design of brands in the era of experience economy, a brand image narrative design model based on online review data mining is proposed based on narratology theory. Taking the brand of Zhenjiang Hengshun as an example, the online review text is obtained by using OCTOPAS data crawling software, and the brand image vocabulary is obtained by analyzing the text data through NLPIR-ICTCLAS data processing platform. The image words are scored with satisfaction by questionnaire survey and Likert scale. The score data is uploaded into SPSSU online software for hierarchical analysis, and the keywords are extracted according to the score weight as the theme of Hengshun brand image narrative design. Then the concept of the theme words is disassembled to establish the narrative theme and plot of the brand visual design. The design model provides a reference solution for brand visual innovation design.
求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
来源期刊
自引率
0.00%
发文量
0
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信