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1. 发明申请

US20060106530A1 Traffic forecasting employing modeling and analysis of probabilistic interdependencies and contextual data 有权
标题翻译：流量预测采用建模和分析概率相互依赖关系和语境数据
公开(公告)号：US20060106530A1
公开(公告)日：2006-05-18
申请号：US11171791
申请日：2005-06-30
申请人： Eric Horvitz , Johnson Apacible , Raman Sarin
发明人： Eric Horvitz , Johnson Apacible , Raman Sarin
IPC分类号： G06F19/00
CPC分类号： G08G1/0104
摘要： Systems and methods are described for constructing predictive models, based on statistical machine learning, that can make forecasts about traffic flows and congestions, based on an abstraction of a traffic system into a set of random variables, including variables that represent the amount of time until there will be congestion at key troublespots and the time until congestions will resolve. Observational data includes traffic flows and dynamics, and other contextual data such as the time of day and day of week, holidays, school status, the timing and nature of major gatherings such as sporting events, weather reports, traffic incident reports, and construction and closure reports. The forecasting methods are used in alerting, the display graphical information about predictions about congestion on desktop on mobile devices, and in offline and real-time automated route recommendations and planning.
摘要翻译：描述了基于统计机器学习构建预测模型的系统和方法，其基于将交通系统抽象成一组随机变量，其中包括代表时间量的变量，直到关键问题将会堵塞，直到拥堵才能解决。观测数据包括交通流量和动态，以及诸如体育赛事，天气报告，交通事故报告和建筑等主要聚会的时间和性质等其他情景数据，如时间和星期几，假期，学校状况，以及关闭报告。预测方法用于警报，显示关于移动设备上台式机拥塞预测的图形信息，以及离线和实时自动路由建议和规划中的预测方法。

2. 发明申请

US20060103674A1 Methods for automated and semiautomated composition of visual sequences, flows, and flyovers based on content and context 有权
公开(公告)号：US20060103674A1
公开(公告)日：2006-05-18
申请号：US11171065
申请日：2005-06-30
申请人： Eric Horvitz , Raman Sarin
发明人： Eric Horvitz , Raman Sarin
IPC分类号： G09G5/00
CPC分类号： G01C21/3676 , G01C21/36 , G06F17/30056 , G06F17/30241 , G06Q10/06 , G06T3/4092 , G06T19/003
摘要： A system with the ability to dynamically compose a sequence of visual views or flows allowing a single object or region, or multiple objects or regions, to be viewed from different perspectives and visual distances is described. The sequence of views can provide smooth flyovers over positions and details on objects that are deemed to be of interest, with changes in zoom level and/or velocity that are functions of the estimated complexity and/or unfamiliarity with features of the object. In an example, a flyover displaying different views on a map of a city arterial system on a small-screened mobile device is composed based on current traffic conditions, swooping up and down with parabolic trajectories, based on distances being traversed, and pausing at times over key traffic jams and other findings of interest based on the estimated visual complexity and predicted atypicality of situations.

3. 发明申请

US20130127738A1 DYNAMIC SCALING OF TOUCH SENSOR 审中-公开
标题翻译：触摸传感器的动态缩放
公开(公告)号：US20130127738A1
公开(公告)日：2013-05-23
申请号：US13304093
申请日：2011-11-23
申请人： Michael C. Miller , Mark Schwesinger , Hauke Gentzkow , Bryon Ashley , Jon Harris , Richard Hanks , Anthony John Grant , Raman Sarin
发明人： Michael C. Miller , Mark Schwesinger , Hauke Gentzkow , Bryon Ashley , Jon Harris , Richard Hanks , Anthony John Grant , Raman Sarin
IPC分类号： G06F3/041
CPC分类号： G06F3/03547 , G06F3/038 , G06F3/0481 , G06F3/0488
摘要： Embodiments are disclosed that relate to dynamically scaling a mapping between a touch sensor and a display screen. One disclosed embodiment provides a method including setting a first user interface mapping that maps an area of the touch sensor to a first area of the display screen, receiving a user input from the user input device that changes a user interaction context of the user interface, and in response to the user input, setting a second user interface mapping that maps the area of the touch sensor to a second area of the display screen. The method further comprises providing to the display device an output of a user interface image representing the user input at a location based on the second user interface mapping.
摘要翻译：公开了涉及动态缩放触摸传感器和显示屏幕之间的映射的实施例。一个公开的实施例提供了一种方法，包括设置将触摸传感器的区域映射到显示屏幕的第一区域的第一用户界面映射，从用户输入设备接收改变用户界面的用户交互上下文的用户输入，并且响应于用户输入，设置将触摸传感器的区域映射到显示屏幕的第二区域的第二用户界面映射。该方法还包括：基于第二用户界面映射向显示设备提供表示用户输入的用户界面图像的输出。

4. 发明授权

US07692629B2 Operating touch screen interfaces 有权
标题翻译：操作触摸屏界面
公开(公告)号：US07692629B2
公开(公告)日：2010-04-06
申请号：US11635730
申请日：2006-12-07
申请人： Patrick Baudisch , Kenneth P. Hinckley , Raman Sarin , Edward B. Cutrell , Andrew D. Wilson , Daniel Vogel
发明人： Patrick Baudisch , Kenneth P. Hinckley , Raman Sarin , Edward B. Cutrell , Andrew D. Wilson , Daniel Vogel
IPC分类号： G06F3/033 , G06F3/041
CPC分类号： G06F3/0488
摘要： Techniques and technologies are provided which can allow for touch input with a touch screen device. In response to an attempt to select a target displayed on a screen, a callout can be rendered in a non-occluded area of the screen. The callout includes a representation of the area of the screen that is occluded by a selection entity when the attempt to select the target is made.
摘要翻译：提供了可以通过触摸屏设备进行触摸输入的技术和技术。响应于尝试选择在屏幕上显示的目标，可以在屏幕的非遮挡区域中呈现标注。标注包括当进行选择目标的尝试时由选择实体遮挡的屏幕区域的表示。

5. 发明申请

US20070112742A1 SYSTEMS AND METHODS FOR PERSONAL UBIQUITOUS INFORMATION RETRIEVAL AND REUSE 审中-公开
标题翻译：个人信息检索和重用的系统和方法
公开(公告)号：US20070112742A1
公开(公告)日：2007-05-17
申请号：US11619949
申请日：2007-01-04
申请人： Susan Dumais , Eric Horvitz , Edward Cutrell , Jonathan Cadiz , Gavin Jancke , Raman Sarin , Daniel Robbins , Anoop Gupta , George Robertson , Meredith Ringel , Jeremy Goecks
发明人： Susan Dumais , Eric Horvitz , Edward Cutrell , Jonathan Cadiz , Gavin Jancke , Raman Sarin , Daniel Robbins , Anoop Gupta , George Robertson , Meredith Ringel , Jeremy Goecks
IPC分类号： G06F17/30
CPC分类号： G06F16/9535 , G06F16/31 , Y10S707/99933 , Y10S707/99935 , Y10S707/99943 , Y10S715/963 , Y10S715/968
摘要： The present invention relates to systems and methods providing content-access-based information retrieval. Information items from a plurality of disparate information sources that have been previously accessed or considered are automatically indexed in a data store, whereby a multifaceted user interface is provided to efficiently retrieve the items in a cognitively relevant manner. Various display output arrangements are possible for the retrieved information items including timeline visualizations and multidimensional grid visualizations. Input options include explicit, implicit, and standing queries for retrieving data along with explicit and implicit tagging of items for ease of recall and retrieval. In one aspect, an automated system is provided that facilitates concurrent searching across a plurality of information sources. A usage analyzer determines user accessed items and a content analyzer stores subsets of data corresponding to the items, wherein at least two of the items are associated with disparate information sources, respectively. An automated indexing component indexes the data subsets according to past data access patterns as determined by the usage analyzer. A search component responds to a search query, initiates a search across the indexed data, and outputs links to locations of a subset and/or provides sparse representations of the subset.
摘要翻译：本发明涉及提供基于内容访问的信息检索的系统和方法。来自先前访问或考虑的多个不同信息源的信息项目被自动索引到数据存储器中，由此提供多方面用户界面以有效地以认知相关的方式检索项目。对于所检索的信息项，包括时间线可视化和多维网格可视化，各种显示输出布置是可能的。输入选项包括用于检索数据的显式，隐式和常规查询，以及容易召回和检索的项目的显式和隐式标记。在一个方面，提供了一种便于在多个信息源上并行搜索的自动化系统。使用分析器确定用户访问的项目，并且内容分析器存储对应于项目的数据子集，其中至少两个项目分别与不同的信息源相关联。自动索引组件根据使用分析器确定的过去的数据访问模式来索引数据子集。搜索组件响应搜索查询，在索引的数据上发起搜索，并且输出到子集的位置的链接和/或提供子集的稀疏表示。

6. 发明申请

US20070022075A1 Precomputation of context-sensitive policies for automated inquiry and action under uncertainty 有权
标题翻译：对不确定性进行自动查询和行动的情境敏感政策的预先计算
公开(公告)号：US20070022075A1
公开(公告)日：2007-01-25
申请号：US11172016
申请日：2005-06-29
申请人： Eric Horvitz , Paul Koch , Raman Sarin
发明人： Eric Horvitz , Paul Koch , Raman Sarin
IPC分类号： G06N7/02 , G06F9/44 , G06N7/06
CPC分类号： G06N7/005 , G06F8/35 , G06F8/36
摘要： Learning, inference, and decision making with probabilistic user models, including considerations of preferences about outcomes under uncertainty, may be infeasible on portable devices. The subject invention provides systems and methods for pre-computing and storing policies based on offline preference assessment, learning, and reasoning about ideal actions and interactions, given a consideration of uncertainties, preferences, and/or future states of the world. Actions include ideal real-time inquiries about a state, using pre-computed value-of-information analyses. In one specific example, such pre-computation can be applied to automatically generate and distribute call-handling policies for cell phones. The methods can employ learning of Bayesian network user models for predicting whether users will attend meetings on their calendar and the cost of being interrupted by incoming calls should a meeting be attended.
摘要翻译：使用概率用户模型进行学习，推理和决策，包括对不确定性下的结果的偏好的考虑，在便携式设备上可能是不可行的。本发明提供了在考虑到世界的不确定性，偏好和/或未来状态的情况下，基于离线偏好评估，学习和关于理想动作和交互的推理来预先计算和存储策略的系统和方法。行动包括使用预先计算的信息价值分析的理想实时查询状态。在一个具体示例中，可以应用这种预计算来自动生成和分发用于蜂窝电话的呼叫处理策略。这些方法可以利用贝叶斯网络用户模型的学习来预测用户是否参加会议，以及如果出席会议，将会有来电打扰的成本。

7. 发明申请

US20100100716A1 Conserving Power Using Predictive Modelling and Signaling 有权
标题翻译：使用预测建模和信令节约能源
公开(公告)号：US20100100716A1
公开(公告)日：2010-04-22
申请号：US12255877
申请日：2008-10-22
申请人： James Scott , Paul Newson , Raman Sarin , Eric Horvitz
发明人： James Scott , Paul Newson , Raman Sarin , Eric Horvitz
IPC分类号： G06F15/177 , G06F1/00
CPC分类号： G06F1/266 , G06F1/3209 , H04L12/12 , Y02D50/40
摘要： Methods and systems for conserving power using predictive models and signaling are described. Parameters of a power management policy are set based on predictions based on user activity and/or signals received from a remote computer which define a user preference. In an embodiment, the power management policy involves putting the computer into a sleep state and periodically waking it up. On waking, the computer determines whether to remain awake or to return to the sleep state dependent upon the output of a predictive model or signals that encode whether a remote user has requested that computer remain awake. Before returning to the sleep state, a wake-up timer is set and this timer triggers the computer to subsequently wake-up. The length of time that the timer is set to may depend on factors such as the request from the remote user, context sensors and usage data.
摘要翻译：描述了使用预测模型和信令来节省功率的方法和系统。基于基于用户活动的预测和/或从定义用户偏好的远程计算机接收的信号来设置功率管理策略的参数。在一个实施例中，电源管理策略涉及将计算机置于睡眠状态并周期性地唤醒它。在唤醒时，计算机根据预测模型的输出或编码远程用户是否请求该计算机保持唤醒的信号确定是否保持唤醒或返回睡眠状态。在返回睡眠状态之前，设置一个唤醒定时器，该定时器触发计算机随后唤醒。定时器设置的时间长度可能取决于诸如来自远程用户的请求，上下文传感器和使用数据等因素。

8. 发明申请

US20090094560A1 HANDLE FLAGS 有权
标题翻译：手镯
公开(公告)号：US20090094560A1
公开(公告)日：2009-04-09
申请号：US11868058
申请日：2007-10-05
申请人： Tovi Grossman , Patrick M. Baudisch , Kenneth P. Hinckley , William A.S. Buxton , Raman Sarin
发明人： Tovi Grossman , Patrick M. Baudisch , Kenneth P. Hinckley , William A.S. Buxton , Raman Sarin
IPC分类号： G06F3/033
CPC分类号： G06F3/04883
摘要： The claimed subject matter provides techniques to effectuate and facilitate efficient and flexible selection of display objects. The system can include devices and components that acquire gestures from pointing instrumentalities and thereafter ascertains velocities and proximities in relation to the displayed objects. Based at least upon these ascertained velocities and proximities falling below or within threshold levels, the system displays flags associated with the display object.
摘要翻译：所要求保护的主题提供了实现和促进显示对象的有效和灵活选择的技术。系统可以包括从指向工具获取手势的装置和组件，并且随后确定与所显示的对象相关的速度和近似度。至少基于这些确定的速度和接近度低于或低于阈值水平，系统显示与显示对象相关联的标志。

9. 发明申请

US20050195154A1 Advanced navigation techniques for portable devices 有权
标题翻译：便携式设备的高级导航技术
公开(公告)号：US20050195154A1
公开(公告)日：2005-09-08
申请号：US10791232
申请日：2004-03-02
申请人： Daniel Robbins , Raman Sarin , Eric Horvitz , Edward Cutrell
发明人： Daniel Robbins , Raman Sarin , Eric Horvitz , Edward Cutrell
IPC分类号： G09B29/00 , G06F3/00 , G06F3/033 , G06F3/048 , G08G1/005 , G09B29/10 , G09G5/00 , G09G5/36
CPC分类号： G06F3/04845 , G06F3/0481 , G06F3/0485 , G06F3/0488 , G06F3/04883 , G06F3/0489 , G06F2203/04804 , G06F2203/04805 , G06F2203/04806
摘要： The present invention provides a unique system and method that facilitates navigating smoothly and gracefully through any type of content viewable on portable devices such as cell-phones, PDAs, and/or any other hybrids thereof. In addition, such navigation can be performed while preserving perspective and context with respect to a larger amount of content. Pointing devices can also be used to navigate through content—the amount or detail of the content being dependant on the speed of the pointing device. Additionally, a semi-transparent overview of content can be overlaid a zoomed-in portion of content to provide perspective to the zoomed in portion. Content shown in the semi-transparent overview can depend on the location of the pointing device with respect to the content.
摘要翻译：本发明提供了一种独特的系统和方法，其有助于通过在便携式设备（例如蜂窝电话，PDA和/或任何其它混合物）上可观看到的任何类型的内容来平滑和优雅地导航。此外，可以在保持相对于更大量的内容的透视和上下文的同时执行这样的导航。指点设备也可用于浏览内容 - 内容的数量或细节取决于指点设备的速度。此外，内容的半透明概述可以覆盖内容的放大部分以提供对放大部分的透视。半透明概述中显示的内容可以取决于指点设备相对于内容的位置。

10. 发明授权

US07817991B2 Dynamic interconnection of mobile devices 有权
标题翻译：移动设备的动态互连
公开(公告)号：US07817991B2
公开(公告)日：2010-10-19
申请号：US11511718
申请日：2006-08-29
申请人： Ken Hinckley , Raman Sarin
发明人： Ken Hinckley , Raman Sarin
IPC分类号： H04M3/42 , H04M3/10 , H04W24/00
CPC分类号： H04W76/15 , H04W8/205 , H04W76/14 , H04W92/18
摘要： A method and apparatus for connecting two wireless devices to share information is disclosed. To connect the wireless devices the users communicate to each other a desire to connect their devices. Following this communication the users electronically identify each device, initiate and propose the connection. Once the connection has been made the users are able to share information across the devices. Alternative embodiments provide the user with expedited methods to identify the wireless device, identify the information to share, or provide additional security in forming the connection.
摘要翻译：公开了一种用于连接两个无线设备以共享信息的方法和装置。为了连接无线设备，用户彼此通信连接他们的设备的愿望。在通信之后，用户以电子方式识别每个设备，启动和建议连接。一旦建立了连接，用户就能够跨设备共享信息。替代实施例为用户提供了识别无线设备的快速方法，识别要共享的信息，或在形成连接时提供额外的安全性。

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