I-Corps: RoadsInDB: Customer Discovery in the Logistics, Delivery, Ride Sharing, Location-based Services and Analytics Verticals
I-Corps: RoadsInDB: Customer Discovery in the Logistics, Delivery, Ride Sharing, Location-based Services and Analytics Verticals
批准号:
1634753
负责人:
Hanan Samet
金额:
$5.0万
依托单位国家:
美国
项目类别:
Standard Grant
财政年份:
2016
资助国家:
美国
项目状态:
已结题
起止时间:
2016-03-15 至 2017-08-31
中文摘要
点击翻译按钮获取中文摘要
英文摘要
This project addresses logistics issues related to managing the deployment of large fleets of vehicles ranging from: Cab sharing services like Uber, Lyft, and Ola; food delivery services like Hub Grub; and retail delivery services like Google Shopping and Amazon, involving managing and optimizing the operation of hundreds and thousands of vehicles. Delivery networks were once dominated by a few large players and many small players. However, new models are evolving. For example, with 14k taxis on the streets of New York City (NYC), Uber is now is the single largest taxi service in NYC. Such companies must perform near real-time and rely on historical analytics on vehicles on road networks to keep their operations running efficiently. In particular, companies constantly compute network distances on road networks as they perform real time matchmaking between supply and demand. The technology involved in this project enables computing hundreds of thousands of network distances on road network at a very high throughput rate. This project's technology is different from Google Maps, Here Maps, and other online map services in the sense that they provide APIs to compute the shortest path between a source and destination vertex. This project's technology only focuses on computing network distances at a very high throughput inside a database, which makes this technology essential for companies that perform extensive analytical queries on road networks. This approach will be attractive to food delivery companies, package delivery companies (UPS, FedEx, USPS), taxi/limousine services, and ride sharing services (Uber, Lyft, Ola Cabs). Companies that provide map services such as Google, Microsoft, or ESRI may also find this technology attractive since using it they can improve their local search service by providing network distances instead of resorting to "as the crow flies" distances which is currently the case. The team's current business model would be to customize the system for each customer, requiring the purchase of licenses on a per-machine or per-site basis. This team's plan is to concentrate on several verticals (i.e., niche markets with specific, compelling needs) and understand their requirements. The team will develop applications to cater to each of the verticals.
期刊论文(1)
专著(0)
科研奖励(0)
会议论文
DOI:
10.1145/2996913.2996921
发表时间:
2016-10
期刊:
Proceedings of the 24th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems
影响因子:
--
作者:
[Shangfu Peng;H. Samet]
通讯作者:
Shangfu Peng;H. Samet
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III/EAGER: TwitterStand: Separating the Wheat from the Chaff in Breaking News
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Scalable Geometric and High Dimensional Data Structures and Algorithms: A Parallel and Distributed Approach
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批准号:0830618
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资助金额:$22.0万
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III-COR-Small: Similarity Criteria Issues in Similarity Retrieval
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批准号:0812377
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项目类别:Continuing Grant
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资助金额:$45.0万
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负责人:Hanan Samet
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III: SpatioTextual Extraction of Document on the Web for Digital Government Applications
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资助金额:$0.0万
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Foundations of Geometric and Metric Databases
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批准号:0515241
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资助金额:$0.0万
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批准号:0091474
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依托单位:
ITR: Collaborative Research: Real-time Capture, Management and Reconstruction of Spatio-Temporal Events
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批准号:0086162
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资助金额:$52.0万
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Digital Government: NSF-CNPq Collaborative Research - Issues in the Development of Spatial Spreadsheets and Browsers
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批准号:9900268
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项目类别:Standard Grant
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资助金额:$50.0万
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财政年份:1999
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依托单位:
CISE Postdoctoral Rsch Associates in Experimental Computer Science: Incremental Nearest Neighbor Algorithms for Similarity Retrivai in Multimedia Databases and Medical Applications
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批准号:9901636
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项目类别:Standard Grant
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资助金额:$6.6万
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财政年份:1999
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负责人:Hanan Samet
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Image Database: Handling Multiple Objects and Spatial Information
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批准号:9712715
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项目类别:Continuing Grant
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资助金额:$25.0万
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财政年份:1997
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负责人:Hanan Samet
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依托单位:
CISE Postdoctoral Program: Postdoctoral Research Associate in Experimental Science: Applying Computer Vision Methods to Image Databases
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批准号:9503994
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项目类别:Standard Grant
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资助金额:$6.82万
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财政年份:1995
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负责人:Hanan Samet
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依托单位:
Spatial Query Procesing: A Sorting Approach
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批准号:9216970
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项目类别:Continuing Grant
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资助金额:$22.0万
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财政年份:1993
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负责人:Hanan Samet
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依托单位:
Spatial Data Acquisition and Processing
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批准号:9017393
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项目类别:Continuing Grant
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资助金额:$19.5万
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负责人:Hanan Samet
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依托单位: