Personalized Real-Type Location-Based Service Recommendation

Wazzio成立于2013年，是一家技术公司，一直为IT经销商 ** 提供增值服务，以扩大其产品组合。2017年，Wazzio确定了一个具有高增长潜力的服务不足的市场，刺激了Rylli应用程序平台的开发，将客户与服务提供商联系起来。Rylli于2018年推出，针对两种受众：即时可用的服务提供商和需要立即访问各种服务的忙碌人群。其核心是认识到，人们通常需要立即访问特定的 ** 服务，而不想（或负担不起）花费大量时间研究潜在的 ** 提供商，结果却发现提供商的下一个可用性是几周之后。由于应用程序背后的关键概念是按需访问服务，Ryllis核心驱动程序是一个实时 ** 推荐引擎，它将在搜索时向消费者提供相关服务提供商的列表。Wazzio将与Senecas ICT学院的Mariam Daoud博士合作，为该引擎开发 ** 定制的数据挖掘算法，以增强其现有平台。Senecas团队将研究 ** 各种技术，以揭示个人和群体模式以及购买倾向，这些技术与 ** 其他信息相结合，将被用作生成针对每个消费者的准确建议的基础。收到有意义的、准确的服务建议将对Rylli的消费者 ** 体验和对应用程序的看法产生重大的、积极的影响，从而提高客户满意度、客户保留率、** 积极的应用程序评论、更多的订阅者，并最终为Wazzio带来收入增长。

Wazzio, established in 2013, is a technology company that has been offering value-added services to IT resellers**that augment their product portfolios. In 2017, Wazzio identified an underserved market with high growth**potential, spurring the development of the Rylli app platform, connecting customers to service providers.**Launched in 2018, Rylli targets two audiences: service providers with immediate availability and busy people who**need to access various services instantly. At its core is a realization that, very often, people need access specific**service(s) immediately and do not want to (or cannot afford to) spend a lot of time researching potential**providers only to discover that the providers next availability is weeks away.**Since the key concept behind the app is on-demand access to services, Ryllis core driver is a real-time**recommendation engine that will present consumers with a list of relevant service providers who have availability**at the time of search. Wazzio will engage with Dr. Mariam Daoud, from Senecas School of ICT, to develop**customized data mining algorithms for this engine to enhance their existing platform. Senecas team will research**various techniques to reveal individual and group patterns and purchasing tendencies, which in combination with**other information will be used as a basis for generating accurate recommendations, specific for each consumer.**Receiving meaningful, accurate service suggestions will have a significant, positive impact on Rylli consumers**experience and perception of the app, leading subsequently to higher customer satisfaction, customer retention,**positive app reviews, more subscribers and ultimately revenue growth for Wazzio.