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

基本信息

  • 批准号:
    571162-2021
  • 负责人:
  • 金额:
    $ 2.91万
  • 依托单位:
  • 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
  • 起止时间:
    2022-01-01 至 2023-12-31
  • 项目状态:
    已结题

项目摘要

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
Sport-Travel是锦标赛和活动管理的行业领导者。Sport-Travel位于安大略的伦敦,已经为青年,业余体育和活动管理行业提供了二十多年的服务。目前,Sport-Travel拥有大约10-15年的体育旅游行业专有酒店预订平台数据。然而,为了充分利用这些数据来更好地了解和营销Sport-Travel的核心客户,提高效率,并提供更多的定制产品,Sport-Travel需要清理数据并制定数据战略。Sport-Travel和兰顿学院信息技术和通信研究中心(ITCRC)将合作开发人工智能(A.I.)机器学习(ML)预测模型,以更好地预测未来的运营和流程。为此,该团队将专注于数据整理、数据准备和可视化,并调查和测试预测算法,以找到最适合最终产品的模型。拟议合作项目的成功将为Sport-Travel提供一个有助于增加收入和降低成本的数据战略。具体来说,开发的A.I.和M.L.预测模型将使Sport-Travel更好地了解北美市场,从而根据客户的独特情况提供更多定制的旅行。Sport-Travel还将能够利用行业供应商的可用数据,通过广告和促销来确定新的收入来源,并通过了解平均费率和使用模式来提高内部效率。事实上,有效利用Sport-Travel数据的能力将在未来几年内增加市场份额和创造就业机会

项目成果

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Sheikhzadeh, MehdiM其他文献

Sheikhzadeh, MehdiM的其他文献

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{{ truncateString('Sheikhzadeh, MehdiM', 18)}}的其他基金

Bioindustrial Process Research Centre (BPRC)
生物工业过程研究中心(BPRC)
  • 批准号:
    529740-2018
  • 财政年份:
    2022
  • 资助金额:
    $ 2.91万
  • 项目类别:
    Technology Access Centre
Development of an Advanced Membrane-Based Wastewater Treatment Process for Remediation of High-Salinity Wastewater from the Petroleum Industry
开发用于修复石油工业高盐度废水的先进膜法废水处理工艺
  • 批准号:
    571161-2021
  • 财政年份:
    2022
  • 资助金额:
    $ 2.91万
  • 项目类别:
    Applied Research and Development Grants - Level 2
Lambton Manufacturing Innovation Centre (LMIC)
兰姆顿制造创新中心 (LMIC)
  • 批准号:
    435001-2018
  • 财政年份:
    2022
  • 资助金额:
    $ 2.91万
  • 项目类别:
    Technology Access Centre
Development of a Novel Fitness Bar Integrated with Artificial Intelligent (A.I.) and Machine Learning (M.L.)
开发结合人工智能 (A.I.) 和机器学习 (M.L.) 的新型健身棒
  • 批准号:
    571160-2021
  • 财政年份:
    2022
  • 资助金额:
    $ 2.91万
  • 项目类别:
    Applied Research and Development Grants - Level 2
Information Technology and Communications Research Centre (ITCRC)
信息技术与通信研究中心 (ITCRC)
  • 批准号:
    513354-2017
  • 财政年份:
    2022
  • 资助金额:
    $ 2.91万
  • 项目类别:
    College and Community Innovation Program
Design and Development of Immersive 3D game for Aamjiwnaang First Nation to Educate the of Youth of their History, Culture and Community
为 Aamjiwnaang 原住民设计和开发沉浸式 3D 游戏,以教育青少年了解其历史、文化和社区
  • 批准号:
    560971-2021
  • 财政年份:
    2022
  • 资助金额:
    $ 2.91万
  • 项目类别:
    College & Community Social Innovation Fund
Biodiesel Feedstock Characterization and Process Optimization
生物柴油原料表征和工艺优化
  • 批准号:
    536454-2018
  • 财政年份:
    2022
  • 资助金额:
    $ 2.91万
  • 项目类别:
    Applied Research and Development Grants - Level 2
Determination of Optimal Fertilizer Formulation to Improve Root Strength and Connectivity for Plant-Based Infrastructure
确定最佳肥料配方,以提高植物基础设施的根部强度和连通性
  • 批准号:
    571122-2021
  • 财政年份:
    2022
  • 资助金额:
    $ 2.91万
  • 项目类别:
    Applied Research and Development Grants - Level 2
Development and Optimization of Downstream Purification Process of LCY's Carotenoids Products
李长荣类胡萝卜素产品下游纯化工艺开发与优化
  • 批准号:
    556138-2020
  • 财政年份:
    2022
  • 资助金额:
    $ 2.91万
  • 项目类别:
    Applied Research and Development Grants - Level 2
Development of a New Poly-L-Lactic Acid Polymer Textile and Material Production Process Using Food Waste as Feedstock
以餐厨垃圾为原料的新型聚左旋乳酸聚合物纺织品及材料生产工艺的开发
  • 批准号:
    566989-2021
  • 财政年份:
    2022
  • 资助金额:
    $ 2.91万
  • 项目类别:
    Applied Research and Development Grants - Level 2

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  • 批准号:
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