支持数据驱动营销干预方法的消费者分析框架

Edwin Camilleri, S. Miah
{"title":"支持数据驱动营销干预方法的消费者分析框架","authors":"Edwin Camilleri, S. Miah","doi":"10.1109/APWCONCSE.2017.00011","DOIUrl":null,"url":null,"abstract":"Advances in business technologies have rapidly enhanced capabilities for organisations to capture insights on consumer behavior and demand, generating new opportunities for strategic decision making. The adoption of data driven strategies encourage the exploitation of the diverse richness of consumer data, to gain deep understanding of customer behavior, motivations and expectations. As a result, organisations are enabled with new possibilities to tailor the delivery of products, services and experiences to meet varying (individual) consumer needs. In this study, we design an initial consumer analytics framework for organisational decision makers. The aim of the study is to assist managers by designing a decision support solution. The proposed framework evaluates results from various trials, to quantify the impact of optimized solutions, and assess the potential value from implementing prospective solutions to the broader consumer population.","PeriodicalId":215519,"journal":{"name":"2017 4th Asia-Pacific World Congress on Computer Science and Engineering (APWC on CSE)","volume":"139 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2017-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"2","resultStr":"{\"title\":\"A Consumer Analytics Framework for Enabling Data-Driven Marketing Intervention Methods\",\"authors\":\"Edwin Camilleri, S. Miah\",\"doi\":\"10.1109/APWCONCSE.2017.00011\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Advances in business technologies have rapidly enhanced capabilities for organisations to capture insights on consumer behavior and demand, generating new opportunities for strategic decision making. The adoption of data driven strategies encourage the exploitation of the diverse richness of consumer data, to gain deep understanding of customer behavior, motivations and expectations. As a result, organisations are enabled with new possibilities to tailor the delivery of products, services and experiences to meet varying (individual) consumer needs. In this study, we design an initial consumer analytics framework for organisational decision makers. The aim of the study is to assist managers by designing a decision support solution. The proposed framework evaluates results from various trials, to quantify the impact of optimized solutions, and assess the potential value from implementing prospective solutions to the broader consumer population.\",\"PeriodicalId\":215519,\"journal\":{\"name\":\"2017 4th Asia-Pacific World Congress on Computer Science and Engineering (APWC on CSE)\",\"volume\":\"139 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2017-12-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"2\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2017 4th Asia-Pacific World Congress on Computer Science and Engineering (APWC on CSE)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/APWCONCSE.2017.00011\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2017 4th Asia-Pacific World Congress on Computer Science and Engineering (APWC on CSE)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/APWCONCSE.2017.00011","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 2

摘要

商业技术的进步迅速增强了企业洞察消费者行为和需求的能力,为战略决策创造了新的机会。数据驱动策略的采用鼓励利用丰富多样的消费者数据,以深入了解客户行为、动机和期望。因此,组织有了新的可能性来定制产品、服务和体验的交付,以满足不同的(个人)消费者需求。在本研究中,我们为组织决策者设计了一个初步的消费者分析框架。本研究的目的是通过设计决策支持解决方案来协助管理人员。拟议的框架评估各种试验的结果,量化优化解决方案的影响,并评估实施预期解决方案对更广泛的消费者群体的潜在价值。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A Consumer Analytics Framework for Enabling Data-Driven Marketing Intervention Methods
Advances in business technologies have rapidly enhanced capabilities for organisations to capture insights on consumer behavior and demand, generating new opportunities for strategic decision making. The adoption of data driven strategies encourage the exploitation of the diverse richness of consumer data, to gain deep understanding of customer behavior, motivations and expectations. As a result, organisations are enabled with new possibilities to tailor the delivery of products, services and experiences to meet varying (individual) consumer needs. In this study, we design an initial consumer analytics framework for organisational decision makers. The aim of the study is to assist managers by designing a decision support solution. The proposed framework evaluates results from various trials, to quantify the impact of optimized solutions, and assess the potential value from implementing prospective solutions to the broader consumer population.
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:604180095
Book学术官方微信