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    • 1. 发明授权
    • Method and apparatus for ontology-based classification of media content
    • 用于基于本体的媒体内容分类的方法和装置
    • US07953693B2
    • 2011-05-31
    • US12105192
    • 2008-04-17
    • John R. SmithBelle L. TsengYi Wu
    • John R. SmithBelle L. TsengYi Wu
    • G06F9/44G06N7/02G06N7/06
    • G06K9/00711G06K9/6292Y10S707/99935Y10S707/99943
    • A method and apparatus for ontology-based classification of media content are provided. With the method and apparatus, initial confidence values of classifiers in a hierarchical classification structure are modified based on relationships between classifiers. A confidence value for a classifier is boosted by a boosting factor based on a correspondence between the confidence value and confidence values of ancestor classifiers in the hierarchical classification structure. A confidence value for a classifier is modified by a confusion factor based on a correspondence between the confidence value of the classifier and the confidence values of mutually exclusive classifiers in the hierarchical classification structure. In this way, a more accurate representation of the actual confidence that media content falls within the classification associated with the classifier is obtained. From this improved classification mechanism, indices for media content may be generated for use in accessing the media content at a later time.
    • 提供了一种用于基于本体的媒体内容分类的方法和装置。 利用该方法和装置,基于分类器之间的关系来修改分层分类结构中分类器的初始置信度值。 基于分级分类结构中的祖先分类器的置信度值和置信度值之间的对应关系,通过增强因子来提高分类器的置信度值。 基于分类器的置信度值与层次分类结构中互斥分类器的置信度值之间的对应关系,通过混淆因子来修改分类器的置信度值。 以这种方式,获得媒体内容落入与分类器相关联的分类内的实际置信度的更准确的表示。 根据该改进的分类机制,可以生成用于媒体内容的索引以用于在稍后的时间访问媒体内容。
    • 2. 发明申请
    • Method and Apparatus for Ontology-Based Classification of Media Content
    • 基于本体的媒体内容分类方法与装置
    • US20090327200A1
    • 2009-12-31
    • US12105192
    • 2008-04-17
    • John R. SmithBelle L. TsengYi Wu
    • John R. SmithBelle L. TsengYi Wu
    • G06N5/02G06F17/30
    • G06K9/00711G06K9/6292Y10S707/99935Y10S707/99943
    • A method and apparatus for ontology-based classification of media content are provided. With the method and apparatus, initial confidence values of classifiers in a hierarchical classification structure are modified based on relationships between classifiers. A confidence value for a classifier is boosted by a boosting factor based on a correspondence between the confidence value and confidence values of ancestor classifiers in the hierarchical classification structure. A confidence value for a classifier is modified by a confusion factor based on a correspondence between the confidence value of the classifier and the confidence values of mutually exclusive classifiers in the hierarchical classification structure. In this way, a more accurate representation of the actual confidence that media content falls within the classification associated with the classifier is obtained. From this improved classification mechanism, indices for media content may be generated for use in accessing the media content at a later time.
    • 提供了一种用于基于本体的媒体内容分类的方法和装置。 利用该方法和装置,基于分类器之间的关系来修改分层分类结构中分类器的初始置信度值。 基于分级分类结构中的祖先分类器的置信度值和置信度值之间的对应关系,通过增强因子来提高分类器的置信度值。 基于分类器的置信度值与层次分类结构中互斥分类器的置信度值之间的对应关系,通过混淆因子来修改分类器的置信度值。 以这种方式,获得媒体内容落入与分类器相关联的分类内的实际置信度的更准确的表示。 根据该改进的分类机制,可以生成用于媒体内容的索引以用于在稍后的时间访问媒体内容。
    • 4. 发明申请
    • METHOD AND APPARATUS FOR ONTOLOGY-BASED CLASSIFICATION OF MEDIA CONTENT
    • 用于基于媒体内容分类的方法和装置
    • US20080133466A1
    • 2008-06-05
    • US11971252
    • 2008-01-09
    • JOHN R. SMITHBelle L. TsengYi Wu
    • JOHN R. SMITHBelle L. TsengYi Wu
    • G06F17/30
    • G06K9/00711G06K9/6292Y10S707/99935Y10S707/99943
    • A method and apparatus for ontology-based classification of media content are provided. With the method and apparatus, initial confidence values of classifiers in a hierarchical classification structure are modified based on relationships between classifiers. A confidence value for a classifier is boosted by a boosting factor based on a correspondence between the confidence value and confidence values of ancestor classifiers in the hierarchical classification structure. A confidence value for a classifier is modified by a confusion factor based on a correspondence between the confidence value of the classifier and the confidence values of mutually exclusive classifiers in the hierarchical classification structure. In this way, a more accurate representation of the actual confidence that media content falls within the classification associated with the classifier is obtained. From this improved classification mechanism, indices for media content may be generated for use in accessing the media content at a later time.
    • 提供了一种用于基于本体的媒体内容分类的方法和装置。 利用该方法和装置,基于分类器之间的关系来修改分层分类结构中分类器的初始置信度值。 基于分级分类结构中的祖先分类器的置信度值和置信度值之间的对应关系,通过增强因子来提高分类器的置信度值。 基于分类器的置信度值与层次分类结构中互斥分类器的置信度值之间的对应关系,通过混淆因子来修改分类器的置信度值。 以这种方式,获得媒体内容落入与分类器相关联的分类内的实际置信度的更准确的表示。 根据该改进的分类机制,可以生成用于媒体内容的索引以用于在稍后的时间访问媒体内容。
    • 5. 发明授权
    • Method and apparatus for ontology-based classification of media content
    • 用于基于本体的媒体内容分类的方法和装置
    • US07383260B2
    • 2008-06-03
    • US10910118
    • 2004-08-03
    • John R. SmithBelle L. TsengYi Wu
    • John R. SmithBelle L. TsengYi Wu
    • G07F17/30G06F15/16
    • G06K9/00711G06K9/6292Y10S707/99935Y10S707/99943
    • A method and apparatus for ontology-based classification of media content are provided. With the method and apparatus, initial confidence values of classifiers in a hierarchical classification structure are modified based on relationships between classifiers. A confidence value for a classifier is boosted by a boosting factor based on a correspondence between the confidence value and confidence values of ancestor classifiers in the hierarchical classification structure. A confidence value for a classifier is modified by a confusion factor based on a correspondence between the confidence value of the classifier and the confidence values of mutually exclusive classifiers in the hierarchical classification structure. In this way, a more accurate representation of the actual confidence that media content falls within the classification associated with the classifier is obtained. From this improved classification mechanism, indices for media content may be generated for use in accessing the media content at a later time.
    • 提供了一种用于基于本体的媒体内容分类的方法和装置。 利用该方法和装置,基于分类器之间的关系来修改分层分类结构中分类器的初始置信度值。 基于分级分类结构中的祖先分类器的置信度值和置信度值之间的对应关系,通过增强因子来提高分类器的置信度值。 基于分类器的置信度值与层次分类结构中互斥分类器的置信度值之间的对应关系,通过混淆因子修改分类器的置信度值。 以这种方式,获得媒体内容落入与分类器相关联的分类内的实际置信度的更准确的表示。 根据该改进的分类机制,可以生成用于媒体内容的索引以用于在稍后的时间访问媒体内容。
    • 9. 发明授权
    • Method, network element and system for scheduling communication link
    • 方法,网元和系统调度通信链路
    • US09100980B2
    • 2015-08-04
    • US13583264
    • 2010-03-08
    • Yi WuHai Jiang
    • Yi WuHai Jiang
    • H04W72/12H04B7/26
    • H04W72/1263H04B7/2656H04W72/1257
    • Provided is a method for scheduling a communication link, wherein the communication link is adapted for connecting two network elements, wherein a first carrier and a second carrier are assigned to the communication link, wherein each carrier includes frames divided into timeslots, and a predefined number of timeslots is allocated for downlink communication and a predefined number of timeslots is allocated for uplink communication. The method includes scheduling the communication link for offsetting the start of the frames of the first carrier in respect to the start of the frames of the second carrier. Also provided are a network element adapted for carrying out the method and a system including the network element.
    • 提供了一种用于调度通信链路的方法,其中通信链路适于连接两个网络元件,其中第一载波和第二载波被分配给通信链路,其中每个载波包括划分为时隙的帧和预定义的数字 分配时隙用于下行链路通信,并且预定数量的时隙被分配用于上行链路通信。 该方法包括调度通信链路,以相对于第二载波的帧的开始来抵消第一载波的帧的开始。 还提供了适于执行该方法的网元和包括该网元的系统。