I-Corps: Development of a smart food distribution software system

I-Corps:开发智能食品配送软件系统

基本信息

项目摘要

The commercial potential of this I-Corps project is the development of a decision-support system for humanitarian food relief networks which harnesses complex data to support large-scale distribution and resource allocation decisions. The human decision-making process is supported by intelligent autonomous agents that guide users through data modeling and visualization tasks tailored to the specific needs of the organization considering their specific objectives of 1) equitable allocation of resources; 2) cost effective distribution of resources; and 3) efficient use of scarce resources. Scarce resource allocation problems in humanitarian food relief networks consist of human (volunteer resources) and material (e.g., food, money). The commercial potential lies at the ability to make model-specific recommendations to decision-makers based on the agent's capability to learn from the user environment through data and human/computer interaction. The proposed system bridges the knowledge gap between sophisticated modeling tools and operations subject matter experts who may benefit from these tools but lack the domain-specific knowledge to implement them in practice.This I-Corps project is based on the development of a platform for humanitarian food relief networks that possesses machine learning and optimization capabilities interwoven with the human cognition capabilities. Specifically, the proposed technology leverages research in cognitive computing and data modeling to build an intelligent platform to empower organizations to integrate advanced data modeling into their operations. The vision is that this platform will function as a collection of intelligent agents supporting workers performing different functions as a team. In this context, intelligence implies the following four cognitive abilities: to remember and process large amounts of information, to visualize and understand complex concepts in the information, to communicate (e.g., provide instruction and guidance), and to learn from experience. The platform is designed to contain a robust operations and data modeling ontology to facilitate human/machine interaction of the intelligent agents with the team of workers and to facilitate the execution of the four cognitive abilities. This I-Corps team plans to investigate the market potential of this innovation, validate customer needs and how the innovation may alleviate such needs, and discern sustainable business models.This award reflects NSF's statutory mission and has been deemed worthy of support through evaluation using the Foundation's intellectual merit and broader impacts review criteria.
这一I-Corps项目的商业潜力是为人道主义粮食救济网开发一个决策支助系统,利用复杂的数据支助大规模分发和资源分配的决定。 人工决策过程由智能自主代理支持,这些智能自主代理指导用户完成针对组织的特定需求定制的数据建模和可视化任务,并考虑其特定目标:1)资源的公平分配; 2)资源的成本效益分配;以及3)稀缺资源的有效利用。 人道主义粮食救济网络的稀缺资源分配问题包括人力(志愿人员资源)和物资(例如,食物、金钱)。其商业潜力在于能够根据智能体通过数据和人机交互从用户环境中学习的能力,向决策者提出特定于模型的建议。该系统的桥梁之间的知识差距复杂的建模工具和业务主题专家谁可能受益于这些工具,但缺乏特定领域的知识,以实现他们在practice.This I-Corps项目是基于人道主义粮食救济网络,具有机器学习和优化能力与人类的认知能力交织的平台的发展。具体来说,所提出的技术利用认知计算和数据建模方面的研究来构建一个智能平台,使组织能够将高级数据建模集成到其运营中。我们的愿景是,这个平台将作为一个智能代理的集合,支持工作人员作为一个团队执行不同的功能。在这种情况下,智力意味着以下四种认知能力:记忆和处理大量信息,可视化和理解信息中的复杂概念,沟通(例如,指导和指导,并从经验中学习。该平台旨在包含一个强大的操作和数据建模本体,以促进智能代理与工作团队的人机交互,并促进四种认知能力的执行。该I-Corps团队计划调查这项创新的市场潜力,验证客户需求以及创新如何缓解这些需求,并识别可持续的商业模式。该奖项反映了NSF的法定使命,并通过使用基金会的知识价值和更广泛的影响审查标准进行评估,被认为值得支持。

项目成果

期刊论文数量(0)
专著数量(0)
科研奖励数量(0)
会议论文数量(0)
专利数量(0)

数据更新时间:{{ journalArticles.updateTime }}

{{ item.title }}
{{ item.translation_title }}
  • DOI:
    {{ item.doi }}
  • 发表时间:
    {{ item.publish_year }}
  • 期刊:
  • 影响因子:
    {{ item.factor }}
  • 作者:
    {{ item.authors }}
  • 通讯作者:
    {{ item.author }}

数据更新时间:{{ journalArticles.updateTime }}

{{ item.title }}
  • 作者:
    {{ item.author }}

数据更新时间:{{ monograph.updateTime }}

{{ item.title }}
  • 作者:
    {{ item.author }}

数据更新时间:{{ sciAawards.updateTime }}

{{ item.title }}
  • 作者:
    {{ item.author }}

数据更新时间:{{ conferencePapers.updateTime }}

{{ item.title }}
  • 作者:
    {{ item.author }}

数据更新时间:{{ patent.updateTime }}

Lauren Davis其他文献

Trauma-Informed Practices in Rural Education
农村教育中的创伤知情实践
SYMPTOMATIC BRADYCARDIA, SINUS ARREST, AND ACUTE CHOLECYSTITIS: RECOGNIZING COPE’S SIGN
症状性心动过缓、窦性停搏与急性胆囊炎:认识科普氏征
What makes a lizard invasive? Behavioral and neural correlates of invasion success
是什么让蜥蜴具有侵略性?
  • DOI:
  • 发表时间:
    2015
  • 期刊:
  • 影响因子:
    0
  • 作者:
    Lauren Davis
  • 通讯作者:
    Lauren Davis
Predicting and optimizing the fair allocation of donations in hunger relief supply chains
  • DOI:
    10.1016/j.ijforecast.2024.06.004
  • 发表时间:
    2025-01-01
  • 期刊:
  • 影响因子:
  • 作者:
    Nowshin Sharmile;Isaac A. Nuamah;Lauren Davis;Funda Samanlioglu;Steven Jiang;Carter Crain
  • 通讯作者:
    Carter Crain
Protein synthesis and processing in cytoplasmic microdomains beneath postsynaptic sites on CNS neurons
  • DOI:
    10.1007/bf02935634
  • 发表时间:
    1988-12-01
  • 期刊:
  • 影响因子:
    4.300
  • 作者:
    Oswald Steward;Lauren Davis;Carlos Dotti;Linda L. Phillips;Anuradha Rao;Gary Banker
  • 通讯作者:
    Gary Banker

Lauren Davis的其他文献

{{ item.title }}
{{ item.translation_title }}
  • DOI:
    {{ item.doi }}
  • 发表时间:
    {{ item.publish_year }}
  • 期刊:
  • 影响因子:
    {{ item.factor }}
  • 作者:
    {{ item.authors }}
  • 通讯作者:
    {{ item.author }}

{{ truncateString('Lauren Davis', 18)}}的其他基金

PFI-RP: A Smart Food Distribution System for Allocating Scarce Resources Under Extreme Events
PFI-RP:极端事件下分配稀缺资源的智能食品分配系统
  • 批准号:
    2234598
  • 财政年份:
    2023
  • 资助金额:
    $ 5万
  • 项目类别:
    Standard Grant
Collaborative Research RAPID: Matriculation and Well-Being Under Emergent Events (MWEE): Using Data to Empower Campus Communities in Times of Crisis
协作研究 RAPID:紧急事件下的入学和福祉 (MWEE):利用数据在危机时期为校园社区提供支持
  • 批准号:
    2040202
  • 财政年份:
    2020
  • 资助金额:
    $ 5万
  • 项目类别:
    Standard Grant
RAPID/Collaborative Research: Capacity Adjustment, Resilience and Information Sharing in a Network for Good (CARING)
快速/协作研究:公益网络中的能力调整、弹性和信息共享(CARING)
  • 批准号:
    1901764
  • 财政年份:
    2018
  • 资助金额:
    $ 5万
  • 项目类别:
    Standard Grant
NRT: Improving strategies for hunger relief and food security using computational data science
NRT:利用计算数据科学改进饥饿救济和粮食安全战略
  • 批准号:
    1735258
  • 财政年份:
    2017
  • 资助金额:
    $ 5万
  • 项目类别:
    Standard Grant
PFI:BIC - Flexible,equitable, efficient, and effective distribution (FEEED)
PFI:BIC - 灵活、公平、高效、有效的分配(FEEED)
  • 批准号:
    1718672
  • 财政年份:
    2017
  • 资助金额:
    $ 5万
  • 项目类别:
    Standard Grant
Collaborative Research: Engineering Efficient and Equitable Food Distribution Under Uncertainty
合作研究:在不确定性下设计高效、公平的粮食分配
  • 批准号:
    1000018
  • 财政年份:
    2010
  • 资助金额:
    $ 5万
  • 项目类别:
    Standard Grant

相似国自然基金

水稻边界发育缺陷突变体abnormal boundary development(abd)的基因克隆与功能分析
  • 批准号:
    32070202
  • 批准年份:
    2020
  • 资助金额:
    58 万元
  • 项目类别:
    面上项目
Development of a Linear Stochastic Model for Wind Field Reconstruction from Limited Measurement Data
  • 批准号:
  • 批准年份:
    2020
  • 资助金额:
    40 万元
  • 项目类别:

相似海外基金

NSF Engines Development Award: Building a climate-smart future in the Columbia River Basin (ID, OR, WA)
NSF 发动机开发奖:在哥伦比亚河流域建设气候智能型未来(爱达荷州、俄勒冈州、华盛顿州)
  • 批准号:
    2315272
  • 财政年份:
    2024
  • 资助金额:
    $ 5万
  • 项目类别:
    Cooperative Agreement
STTR Phase I: Development and Analysis of Functional NanoInks for Printed Neuromorphic Electronics and Smart Sensors
STTR 第一阶段:用于印刷神经形态电子和智能传感器的功能性纳米墨水的开发和分析
  • 批准号:
    2334413
  • 财政年份:
    2024
  • 资助金额:
    $ 5万
  • 项目类别:
    Standard Grant
NSF Engines Development Award: Building a climate-smart bioeconomy in upstate New York (NY)
NSF 发动机发展奖:在纽约州北部建立气候智能型生物经济
  • 批准号:
    2305505
  • 财政年份:
    2023
  • 资助金额:
    $ 5万
  • 项目类别:
    Cooperative Agreement
Development of autonomous operation scenario for space smart antenna system considering uncertainties
考虑不确定性的空间智能天线系统自主运行场景开发
  • 批准号:
    23H01607
  • 财政年份:
    2023
  • 资助金额:
    $ 5万
  • 项目类别:
    Grant-in-Aid for Scientific Research (B)
Development of a highly efficient method of utilising dielectrics with smart pulse power supplies
开发一种利用智能脉冲电源电介质的高效方法
  • 批准号:
    23H01681
  • 财政年份:
    2023
  • 资助金额:
    $ 5万
  • 项目类别:
    Grant-in-Aid for Scientific Research (B)
STTR Phase II: Development of a Smart Remote Health Management System for Patients with Kidney Disease
STTR二期:为肾病患者开发智能远程健康管理系统
  • 批准号:
    2243718
  • 财政年份:
    2023
  • 资助金额:
    $ 5万
  • 项目类别:
    Cooperative Agreement
Development of smart culture substrates using light- and temperature-responsive polymers and creation of cell regulation systems
使用光和温度响应聚合物开发智能培养基质并创建细胞调节系统
  • 批准号:
    23KJ2110
  • 财政年份:
    2023
  • 资助金额:
    $ 5万
  • 项目类别:
    Grant-in-Aid for JSPS Fellows
Development and validation of a smart harness to study babies with developmental dysplasia of the hip
开发和验证用于研究患有髋关节发育不良的婴儿的智能安全带
  • 批准号:
    10557616
  • 财政年份:
    2023
  • 资助金额:
    $ 5万
  • 项目类别:
Smart Bioprocess Development Proof of Concept
智能生物工艺开发概念验证
  • 批准号:
    10063124
  • 财政年份:
    2023
  • 资助金额:
    $ 5万
  • 项目类别:
    Collaborative R&D
Development of a Smart Shunt with ICP-feedback for the Treatment of Hydrocephalus
开发用于治疗脑积水的具有 ICP 反馈的智能分流器
  • 批准号:
    10699566
  • 财政年份:
    2023
  • 资助金额:
    $ 5万
  • 项目类别:
{{ showInfoDetail.title }}

作者:{{ showInfoDetail.author }}

知道了