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    • 4. 发明申请
    • Grammar-based task analysis of web logs
    • Web日志的语法任务分析
    • US20060085788A1
    • 2006-04-20
    • US10952414
    • 2004-09-29
    • Arnon AmirPrasad DeshpandeSavitha SrinivasanVladimir Zbarsky
    • Arnon AmirPrasad DeshpandeSavitha SrinivasanVladimir Zbarsky
    • G06F9/46
    • G06F8/30
    • A method of detecting tasks performed by users wherein a single task is a sequence of web URLs invocation. Task patterns are detected in web logs to identify tasks performed by users and analyze task trends over time, across corporate divisions and geographies. A grammar-based framework is used to model and detect tasks from web log patterns. The framework has two components: a declarative unit—to generate a task grammar, and a processing unit—to detect tasks from access logs by generating a state machine for applying the task grammar to the tokens associated with the access records. By analyzing user tasks, rather than just URLs, useful business information can be extracted.
    • 检测由用户执行的任务的方法,其中单个任务是web URL调用的序列。 在Web日志中检测到任务模式,以识别用户执行的任务,并在不同的部门和地理位置分析随时间的任务趋势。 基于语法的框架用于从Web日志模式建模和检测任务。 该框架有两个组件:一个声明单元,用于生成一个任务语法,以及一个处理单元,用于通过生成用于将任务语法应用到与访问记录相关联的令牌的状态机来检测来自访问日志的任务。 通过分析用户任务,而不仅仅是URL,可以提取有用的业务信息。
    • 5. 发明授权
    • System and service for automatically and dynamically composing document management applications
    • 用于自动和动态组合文档管理应用程序的系统和服务
    • US08112413B2
    • 2012-02-07
    • US12210310
    • 2008-09-15
    • Vikas KrishnaSavitha Srinivasan
    • Vikas KrishnaSavitha Srinivasan
    • G06F7/00
    • G06F17/30997G06K9/2054G06K2209/01G06Q10/04G06Q10/10
    • A document management system applies relevant document analysis, metadata extraction, and business process association algorithms and methodology to automatically and dynamically classify documents for routing, processing, and executing customized business logic. The document management system accepts documents from one or more channels, classifies the document and extracts metadata, executes customized application profiles and triggers business logic associated with the process. The document management system comprises a rules engine to detect and classify unstructured forms as well as structured forms, where the locations of attributes and visual layout are not fixed. The document management system provides automatic linkage between disparate systems that manages documents for the complete execution of a business process.
    • 文档管理系统应用相关文档分析,元数据提取和业务流程关联算法和方法来自动和动态地分类用于路由,处理和执行定制业务逻辑的文档。 文档管理系统从一个或多个通道接收文档,对文档进行分类并提取元数据,执行定制的应用程序配置文件并触发与该过程相关联的业务逻辑。 文档管理系统包括用于检测和分类非结构化表单以及结构化表单的规则引擎,其中属性和视觉布局的位置不是固定的。 文档管理系统在管理用于完整执行业务流程的文档的不同系统之间提供自动链接。
    • 9. 发明申请
    • Method and system for specifying, deploying and dynamically updating work flows
    • 用于指定,部署和动态更新工作流的方法和系统
    • US20070260500A1
    • 2007-11-08
    • US11415788
    • 2006-05-02
    • Neil BoyetteIsaac ChengVikas KrishnaSavitha Srinivasan
    • Neil BoyetteIsaac ChengVikas KrishnaSavitha Srinivasan
    • G06F9/46
    • G06Q10/10G06Q10/06
    • A method and system for specifying, deploying and updating work flows. A request is received from a user of a system with components comprising a computing system and human representatives. The components facilitate routing and servicing the request. A work flow comprising manual and automatic steps is specified to perform the routing and servicing of the request. The automatic steps are automatically performed by the computing system and the manual steps are manually performed by the representatives. Both the automatic steps and the manual steps are uniformly defined in a single general-purpose markup language (e.g., XML). Further, a manual step is dynamically transformed into a new automatic step that is represented as a new XML action element. The new XML action element includes an identifier of a software routine to be executed to perform the new automatic step.
    • 一种用于指定,部署和更新工作流程的方法和系统。 从具有包括计算系统和人类代表的组件的系统的用户接收到请求。 这些组件便于路由和服务请求。 指定包括手动和自动步骤的工作流程来执行请求的路由和服务。 自动步骤由计算系统自动执行,手动步骤由代表手动执行。 自动步骤和手动步骤均以单一通用标记语言(例如,XML)统一定义。 此外,手动步骤被动态转换为新的自动步骤,其被表示为新的XML动作元素。 新的XML动作元素包括要执行以执行新的自动步骤的软件例程的标识符。
    • 10. 发明授权
    • System and method for automatic audio content analysis for word spotting, indexing, classification and retrieval
    • 自动音频内容分析系统和方法,用于单词识别,索引,分类和检索
    • US06185527B2
    • 2001-02-06
    • US09234663
    • 1999-01-19
    • Dragutin PetkovicDulce Beatriz PonceleonSavitha Srinivasan
    • Dragutin PetkovicDulce Beatriz PonceleonSavitha Srinivasan
    • G10L1508
    • G06F17/30775G06F17/30746G10H2210/046G10H2210/061G10L15/26G10L2015/088
    • A system and method for indexing an audio stream for subsequent information retrieval and for skimming, gisting, and summarizing the audio stream includes using special audio prefiltering such that only relevant speech segments that are generated by a speech recognition engine are indexed. Specific indexing features are disclosed that improve the precision and recall of an information retrieval system used after indexing for word spotting. The invention includes rendering the audio stream into intervals, with each interval including one or more segments. For each segment of an interval it is determined whether the segment exhibits one or more predetermined audio features such as a particular range of zero crossing rates, a particular range of energy, and a particular range of spectral energy concentration. The audio features are heuristically determined to represent respective audio events including silence, music, speech, and speech on music. Also, it is determined whether a group of intervals matches a heuristically predefined meta pattern such as continuous uninterrupted speech, concluding ideas, hesitations and emphasis in speech, and so on, and the audio stream is then indexed based on the interval classification and meta pattern matching, with only relevant features being indexed to improve subsequent precision of information retrieval. Also, alternatives for longer terms generated by the speech recognition engine are indexed along with respective weights, to improve subsequent recall.
    • 用于索引音频流以用于后续信息检索和用于撇号,提示和汇总音频流的系统和方法包括使用特殊音频预过滤器,使得只有由语音识别引擎生成的相关语音片段被索引。 公开了特定的索引特征,其提高了用于单词识别的索引之后使用的信息检索系统的精度和调用。 本发明包括将音频流呈现为间隔,每个间隔包括一个或多个段。 对于间隔的每个段,确定该段是否呈现一个或多个预定的音频特征,例如零交叉率的特定范围,特定的能量范围和频谱能量集中的特定范围。 音频特征被启发式地确定为表示各种音频事件,包括静音,音乐,语音和音乐上的语音。 此外,确定一组间隔是否与启发式预定义的元模式匹配,例如连续不间断语音,结语,犹豫和语音强调等,然后基于间隔分类和元模式对音频流进行索引 匹配,只有相关功能被索引,以提高信息检索的后续精度。 此外,由语音识别引擎产生的较长项目的替代方案与相应的权重一起索引,以改进后续的召回。