METHODS AND SYSTEMS FOR INTERPRETABLE USER BEHAVIOR PROFILING IN OFF-STREET PARKING
    1.
    发明申请
    METHODS AND SYSTEMS FOR INTERPRETABLE USER BEHAVIOR PROFILING IN OFF-STREET PARKING 审中-公开
    用于在离场停车场中解释用户行为分析的方法和系统

    公开(公告)号:US20160253681A1

    公开(公告)日:2016-09-01

    申请号:US14632207

    申请日:2015-02-26

    申请人: Xerox Corporation

    IPC分类号: G06Q30/02 G06F17/30 G06N99/00

    摘要: Methods and systems for interpretable user behavior profiling in off-street parking applications. To render user profiles easy to interpret by decision makers, the semi-automatic discovery and tagging of user profiles can be implemented. Transaction data from one or more (and geographically close) off-street parking installations can be implemented. An analysis of spatio-temporal behavioral patterns can be implemented based on representation of any parking episode by a set of heterogeneous features, the use of clustering methods for automatic pattern discovery, an assessment of obtained clusters, semi-automatic identification/tagging of space-temporal patterns, and a user-friendly interpretation of obtained patterns.

    摘要翻译: 在路边停车场应用中解释用户行为剖析的方法和系统。 为了使决策者易于理解用户简档,可以实现用户配置文件的半自动发现和标记。 可以实施来自一个或多个(和地理上接近)的路边停车设施的交易数据。 时空行为模式的分析可以基于一组异构特征表示任何停车情节,使用自动模式发现的聚类方法,获得的群集的评估,空间 - 时间行为模式的半自动识别/ 时间模式,以及对所获取模式的用户友好解释。

    METHOD, SYSTEM AND PROCESSOR-READABLE MEDIA FOR ESTIMATING AIRPORT USAGE DEMAND
    4.
    发明申请
    METHOD, SYSTEM AND PROCESSOR-READABLE MEDIA FOR ESTIMATING AIRPORT USAGE DEMAND 有权
    用于估算机场使用需求的方法,系统和处理器可读介质

    公开(公告)号:US20160350770A1

    公开(公告)日:2016-12-01

    申请号:US14726887

    申请日:2015-06-01

    申请人: Xerox Corporation

    IPC分类号: G06Q30/02 G06N7/00

    CPC分类号: G06Q30/0202 G06N7/005

    摘要: Methods and systems for estimating airport usage demand. Airport parking traffic usage data and flight-time table data can be compiled with respect to an airport (or more than one airport). The airport parking traffic usage data and flight-time table data can be analyzed using an efficient time matching approach (e.g., a time segment matching algorithm). An efficient method to match passengers and flights is introduced. Passenger behavior can be estimated with respect to the airport based on the airport parking traffic usage data and flight-time table data.

    摘要翻译: 估算机场使用需求的方法和系统。 可以针对机场(或多于一个机场)编制机场停车交通使用数据和飞行时间表数据。 可以使用有效的时间匹配方法(例如,时间段匹配算法)来分析机场停车交通使用数据和飞行时间表数据。 介绍了一种匹配乘客和航班的有效方法。 可以根据机场停车交通使用数据和飞行时间表数据,估计机场的客运行为。

    Efficient route planning in public transportation networks
    5.
    发明授权
    Efficient route planning in public transportation networks 有权
    公共交通网络高效路线规划

    公开(公告)号:US09404760B2

    公开(公告)日:2016-08-02

    申请号:US14450628

    申请日:2014-08-04

    申请人: Xerox Corporation

    IPC分类号: G01C21/34 G06Q10/02

    摘要: This document discloses a system that selects a path to reach a destination in a transportation network. The system receives information related to a public transportation network with multiple stops. Each stop includes at least one associated link with another stop. Each link represents a mode of transportation between two stops. When the system receives a request for routes between an origin and a destination within the transportation network, it will determine a set of routes between the origin and the destination using an iterative process without reference to a graph representation of the network. The system will select a shortest path that corresponds to the route having the earliest arrival time at the destination. The system will also select an alternative path that corresponds to a route having an arrival time that is no more than a threshold amount later than the earliest arrival time.

    摘要翻译: 本文件公开了一种选择到达运输网络中的目的地的路径的系统。 系统接收到有多个站点的公共交通网络信息。 每个停靠点至少包括一个与另一个停靠点相关联的链接。 每个链接代表两站之间的运输方式。 当系统接收到运输网络内的原点和目的地之间的路由请求时,它将使用迭代过程确定源和目的地之间的一组路由,而不参考网络的图表示。 系统将选择与目的地具有最早到达时间的路由相对应的最短路径。 系统还将选择对应于具有到达时间不超过最早到达时间的阈值以下的路径的替代路径。

    SYSTEM AND METHOD FOR MEASURING PERCEIVED IMPACT OF SCHEDULE DEVIATION IN PUBLIC TRANSPORT

    公开(公告)号:US20170169373A1

    公开(公告)日:2017-06-15

    申请号:US14967723

    申请日:2015-12-14

    申请人: Xerox Corporation

    IPC分类号: G06Q10/06

    CPC分类号: G06Q10/06313

    摘要: A method for computing a metric for evaluating reliability of a transportation service includes collecting transportation data for at least a part of a transportation network. For at least one of the stops on at least one route of the network, dimensions of the metric for evaluating reliability are computed. The dimensions are selected from: a) a perceived waiting cost, b) a cost of lateness at a final destination, based on a difference between a scheduled arrival time and an actual arrival time; and c) an annoyance cost due to a missed connection at the stop. A representation of at least one of the computed dimensions is generated for at least one of the stops, for at least one of the passengers and is output.

    LEARNING MOBILITY USER CHOICE AND DEMAND MODELS FROM PUBLIC TRANSPORT FARE COLLECTION DATA
    8.
    发明申请
    LEARNING MOBILITY USER CHOICE AND DEMAND MODELS FROM PUBLIC TRANSPORT FARE COLLECTION DATA 有权
    学习移动用户选择和需求模式从公共交通收集数据

    公开(公告)号:US20160364645A1

    公开(公告)日:2016-12-15

    申请号:US14737964

    申请日:2015-06-12

    申请人: Xerox Corporation

    摘要: A method and system are disclosed for learning a demand model and simulation parameters from validation information. Validation information is received from automatic fare collection systems and trips are reconstructed from the validation information. Origins, destinations, and arrival/departure times are estimated from the reconstructed trips. A demand model is then generated from the origins, destinations, and times. Assignment model parameters are then learned from the received validation information and demand model via iterative simulations. Infrastructure changes are made to a simulated transportation network based on the assignment and demand model using the learned parameters. A simulated response of the transportation network to the infrastructure change is then output.

    摘要翻译: 公开了一种用于从验证信息学习需求模型和模拟参数的方法和系统。 从自动收费系统收到验证信息,并从验证信息中重建旅行。 从重建的旅行估计起点,目的地和到达/离开时间。 然后从起点,目的地和时间生成需求模型。 然后通过迭代模拟从接收到的验证信息和需求模型中学习分配模型参数。 基于使用学习参数的分配和需求模型,对模拟交通网络进行基础设施更改。 然后输出运输网络对基础设施变更的模拟响应。

    Transportation network micro-simulation with pre-emptive decomposition
    9.
    发明授权
    Transportation network micro-simulation with pre-emptive decomposition 有权
    运输网络微模拟与抢先分解

    公开(公告)号:US09400680B2

    公开(公告)日:2016-07-26

    申请号:US14532127

    申请日:2014-11-04

    申请人: Xerox Corporation

    IPC分类号: G06F9/46 G06F9/48 G06N7/00

    摘要: In a parallel computing method performed by a parallel computing system comprising a plurality of central processing units (CPUs), a main process executes. Tasks are executed in parallel with the main process on CPUs not used in executing the main process. Results of completed tasks are stored in a cache, from which the main process retrieves completed task results when needed. The initiation of task execution is controlled by a priority ranking of tasks based on at least probabilities that task results will be needed by the main process and time limits for executing the tasks. The priority ranking of tasks is from the vantage point of a current execution point in the main process and is updated as the main process executes. An executing task may be pre-empted by a task having higher priority if no idle CPU is available.

    摘要翻译: 在由包括多个中央处理单元(CPU)的并行计算系统执行的并行计算方法中,执行主处理。 任务与执行主进程中未使用的CPU的主进程并行执行。 完成的任务的结果存储在缓存中,主进程在需要时从中获取完成的任务结果。 任务执行的启动由任务基于至少概率的优先级排序来控制,任务结果将由主进程和执行任务的时间限制所需要。 任务的优先级排序来自主进程当前执行点的有利位置,并在主进程执行时更新。 如果没有空闲CPU可用,则执行任务可以被具有较高优先级的任务抢占。