Innovations in Digital Branding and Content Marketing最新文献

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Understanding the Value of Digital Marketing Tools for SMEs 了解数字营销工具对中小企业的价值
Innovations in Digital Branding and Content Marketing Pub Date : 1900-01-01 DOI: 10.4018/978-1-7998-4420-4.CH002
E. Morais, C. R. Cunha, Arlindo Santos
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引用次数: 2
Performance Analysis of Classification Techniques With Feature Selection Method for Prediction of Chronic Kidney Disease 基于特征选择方法的分类技术在慢性肾病预测中的性能分析
Innovations in Digital Branding and Content Marketing Pub Date : 1900-01-01 DOI: 10.4018/978-1-7998-4420-4.ch010
Noopur Goel
{"title":"Performance Analysis of Classification Techniques With Feature Selection Method for Prediction of Chronic Kidney Disease","authors":"Noopur Goel","doi":"10.4018/978-1-7998-4420-4.ch010","DOIUrl":"https://doi.org/10.4018/978-1-7998-4420-4.ch010","url":null,"abstract":"Chronic kidney disease has become a very prevalent problem worldwide and almost 10% of the population is suffering and millions of people are dying every year because of chronic kidney disease. Numerous machine learning and data mining techniques are applied by many researchers around the world to diagnose the presence of chronic kidney disease, so that the patients of chronic kidney disease may get benefited in terms of getting proper healthcare follow-up. In this chapter, Experiment 1 is conducted by implementing different five different classifiers on the original chronic kidney disease dataset. In Experiment 2, feature selection using feature importance method is used to reduce the chronic kidney disease dataset. A subset of 15 independent features and one target feature ‘class' is obtained. Again, the same steps are implemented but on the newly obtained reduced dataset. The results of both the Experiments 1 and 2 are compared, and it is observed that the accuracy of classifiers with feature selection is far better than the accuracy of classifiers without feature selection.","PeriodicalId":346787,"journal":{"name":"Innovations in Digital Branding and Content Marketing","volume":"120 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116416159","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Banking Innovative Service With Digital Brand Equity for New Age Consumers 为新时代消费者提供数字品牌资产的银行创新服务
Innovations in Digital Branding and Content Marketing Pub Date : 1900-01-01 DOI: 10.4018/978-1-7998-4420-4.CH007
Sonu Dua, Inderpal Singh, Subhankar Das
{"title":"Banking Innovative Service With Digital Brand Equity for New Age Consumers","authors":"Sonu Dua, Inderpal Singh, Subhankar Das","doi":"10.4018/978-1-7998-4420-4.CH007","DOIUrl":"https://doi.org/10.4018/978-1-7998-4420-4.CH007","url":null,"abstract":"Digital banking is at the helm of all intangible transactions for the new age consumers in this world of touchless banking. So here in this chapter the authors tried to reconcile the new innovative content that will make this service to a notch higher. In goods industry, the product is considered as primary brand with various attributes. However, in case of services industry, the company itself is a primary brand. This research article is based upon primary research of services (banking) sector as a case of service branding with services extended marketing mix variables. A model has been developed to identify the impact of services extended marketing variables on customer-based brand equity. Two components of customer-based brand have been taken into consideration: brand awareness and brand association. For this purpose, structured questionnaire was prepared, and survey was conducted on 400 respondents and structural equation model has been applied.","PeriodicalId":346787,"journal":{"name":"Innovations in Digital Branding and Content Marketing","volume":"61 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116435352","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 11
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