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Application of New Artificial Intelligence (A.I.) and Machine Learning (M.L.) Forecasting Models to Develop and Implement a Data Strategy for Tournament and Event Management

Application of New Artificial Intelligence (A.I.) and Machine Learning (M.L.) Forecasting Models to Develop and Implement a Data Strategy for Tournament and Event Management
应用新的人工智能 (A.I.) 和机器学习 (M.L.) 预测模型来开发和实施锦标赛和赛事管理的数据策略
批准号:
571162-2021
负责人:
Sheikhzadeh, MehdiM
金额:
$2.91万
依托单位国家:
加拿大
项目类别:
Applied Research and Development Grants - Level 2
财政年份:
2022
资助国家:
加拿大
项目状态:
已结题
起止时间:
2022-01-01 至 2023-12-31

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中文摘要
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英文摘要
Sport-Travel is an industry leader in tournament and event management. Located in London, Ontario,Sport-Travel has been serving youth, amateur sports, and event management industries for over twenty years.Currently, Sport-Travel has approximately 10-15 years of data from their proprietary hotel reservation platformwithin the sports travel industry. However, to fully leverage the data to better understand and market toSport-Travel core customers, improve efficiencies, and provide more customized offerings, Sport-travel needsto clean the data and develop a data strategy.In collaboration, Sport-Travel and Lambton College Information Technology and Communication ResearchCentre (ITCRC) will focus on developing Artificial Intelligence (A.I.) and Machine Learning (M.L.)forecasting models to better predict future operations and processes. To do this, the team will focus on datacleaning, data preparation, and visualization as well as investigate and test forecasting algorithms to find themost appropriate model for the final product.The success of the proposed collaborative project will provide Sport-Travel with a data strategy that will helpto increase revenue and reduce costs. Specifically, the developed A.I. and M.L. forecasting models will provideSport-Travel with a greater understanding of the market across North America to offer more customized traveloptions based on customers' unique profiles. Sport-Travel will also be able to leverage the available data toindustry suppliers to identify new revenue generation through advertisements and sponsorships and improveinternal efficiencies by understanding rate averages and usage patterns. Indeed, the ability to effectively useSport-Travel's data will lead to both increased market share and job creation in the coming years
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  • 批准号:
    571161-2021
  • 项目类别:
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  • 资助金额:
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