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AI Infused Fragrance Systems for Creating Memorable Customer Experience and Venue Brand Engagement

机译:AI注入了令人难忘的客户体验和场地品牌参与的香水系统

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In today's competitive business environment creating memorable experiences and emotional connections (Creating customer value through service experiences: An empirical study in the hotel industry. Tourism and Hospitality Management 18, no. 1 (2012): 37-53) with consumers is critical to win consumer spending and long-term brand loyalty [1]. Brands want their customers to be in pleasing subliminal scented (Robert Klara, "Something in the air," http:// www.adweek.com/brandmarketing/something-air-138683/creation date: March 2012, access date: January 02, 2017) environments because, as research has shown, even a few microparticles of scent can do a lot of marketing's heavy lifting, from improving consumer perceptions of quality to increasing the number of store visits. Hence, customer venues such as hotels, retail showrooms, casinos, hospitable and other captive audience places employ HVAC (Heating, ventilation and air conditioning) based scent diffusion system that delivers a seamless olfactory [2] experience to connect with consumers on a deeper emotional level, resulting in a more memorable experience. Current scent diffusion systems, however, use power hungry deployments and dispense periodically, without accounting social mood, geographic local etiquettes, venue-patron occupancy ratios and sudden changes in foot traffic numbers. Thus, resulting sub-optimal user experience that might lead to a poor brand engagement and could incur higher operational costs and thus reduce over all return on the investment (ROI). In this research paper, we propose an innovative approach to create artificial intelligence (AI) infused Fragrance Systems that improve venue experience and operational efficiencies through the application of data science, Big Data Technologies, Edge processing, Supervised machine learning and IoT Sensing. Our system combines pragmatic data science and machine learning algorithms with arty social and mood drivers, albeit data science computed, to create adapti
机译:在今天的竞争性商业环境中,创造难忘的经验和情感联系(通过服务经验创造客户价值:在酒店业的实证研究。旅游和酒店管理层18,No.1(2012):37-53)消费者对获胜至关重要消费者支出和长期品牌忠诚度[1]。品牌希望他们的顾客在崇拜潜意识的香味(Robert Klara,“Air中的东西,”http:// www.adweek.com/bandmarketing/something-air-138683/creation日期:2012年3月,访问日期:1月02日,2017年)环境是因为,随着研究所表明的,即使是一些香味的微粒可以做大量营销的繁重升降,从而提高消费者对质量的看法来增加商店访问的数量。因此,诸如酒店,零售陈列室,赌场,热情好客和其他俘虏观众的客户场所使用HVAC(加热,通风和空调)的香味扩散系统,可提供无缝的嗅觉[2]经验,与消费者在更深的情感上联系水平,导致更令人难忘的经验。然而,目前的香味扩散系统使用电力饥饿的部署和定期分配,而无需核算社会情绪,地理位置的礼仪,场地 - 赞助率比和脚踏交通号码的突然变化。因此,产生可能导致品牌参与良好的子最优用户体验,并且可能会产生更高的运营成本,从而减少所有投资回报(ROI)。在本研究论文中,我们提出了一种创新的方法来创造人工智能(AI)注入的香味系统,通过应用数据科学,大数据技术,边缘处理,监督机器学习和物联网传感来改善地理经验和运营效率。我们的系统将务实的数据科学和机器学习算法与ARTY社会和情绪驱动程序相结合,虽然数据科学,但创建Adapti

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