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1. 发明申请

US20200242302A1 INTENTION IDENTIFICATION METHOD, INTENTION IDENTIFICATION APPARATUS, AND COMPUTER-READABLE RECORDING MEDIUM 审中-公开
公开(公告)号：US20200242302A1
公开(公告)日：2020-07-30
申请号：US16750182
申请日：2020-01-23
申请人： Liang LIANG , Lei DING , Bin DONG , Shanshan JIANG , Yixuan TONG
发明人： Liang LIANG , Lei DING , Bin DONG , Shanshan JIANG , Yixuan TONG
IPC分类号： G06F40/216 , G06F40/30 , G06F40/211 , G06F40/56 , G06F16/242
摘要： An intention identification method includes generating a heterogeneous text network based on a language material sample; using a graph embedding algorithm to perform learning with respect to the heterogeneous text network and obtain a vector representation of the language material sample and a word, and determining keywords of the language material sample based on a similarity in terms of a vector between the language material sample and the word in the language material sample; training an intention identification model until a predetermined training termination condition is satisfied, by using the keywords of the language material samples, and obtaining the trained intention identification model; and receiving a language material query, and using the trained intention identification model to identify an intention of the language material query.

2. 发明申请

US20200242486A1 METHOD AND APPARATUS FOR RECOGNIZING INTENTION, AND NON-TRANSITORY COMPUTER-READABLE RECORDING MEDIUM 审中-公开
公开(公告)号：US20200242486A1
公开(公告)日：2020-07-30
申请号：US16739311
申请日：2020-01-10
申请人： Liang LIANG , Lei Ding , Bin Dong , Shanshan Jiang , Yixuan Tong
发明人： Liang LIANG , Lei Ding , Bin Dong , Shanshan Jiang , Yixuan Tong
IPC分类号： G06N5/02 , G06K9/62 , G06N20/10 , G06F16/9032
摘要： A method and an apparatus for recognizing an intention, and a non-transitory computer-readable recording medium are provided. The method includes learning vectors of knowledge base elements in corpus samples, and converting the corpus samples into row vectors composed of the vectors of the knowledge base elements in a knowledge base; extracting feature vectors from respective pooling windows in the corpus samples by hierarchical pooling, determining weights positively correlated with similarities between texts within the respective pooling windows and the respective corpus samples, performing weighting on the extracted feature vectors to obtain feature vectors of the respective pooling windows, and obtaining feature vectors of the respective corpus samples composed of the feature vectors of the pooling windows; training a vector-based intention recognition classifier, based on the feature vectors of the corpus samples; and recognizing an intention in querying a corpus, using the trained intention recognition classifier.

3. 发明申请

US20130323464A1 COATED ARTICLE COMPRISING A HYDROPHOBIC ANTI-REFLECTION SURFACE, AND METHODS FOR MAKING THE SAME 审中-公开
标题翻译：包含疏水性抗反射表面的涂层物品及其制造方法
公开(公告)号：US20130323464A1
公开(公告)日：2013-12-05
申请号：US13485047
申请日：2012-05-31
申请人： Liang LIANG , Richard Blacker , Mark A. Lewis
发明人： Liang LIANG , Richard Blacker , Mark A. Lewis
IPC分类号： B32B17/06 , B05D5/06 , B32B33/00
CPC分类号： C03C17/42 , C03C2217/73 , C03C2217/76 , C03C2217/77 , C03C2218/32 , Y10T428/24355 , Y10T428/3154 , Y10T428/31612
摘要： Certain examples embodiments relate to hydrophobic anti-reflection coatings, and/or methods of making the same. A major surface of an anti-reflection coating may be treated with a silane-based solution so as to increase the contact angle of the coating's surface. The silane-based solution may include silane(s) having alkyl and/or fluoroalkyl functional groups. The treatment of the major surface of the AR coating may include chemically grafting the surface of the coating such that the silanes and functional groups bond to an outermost portion of the coating. The presence of the silanes and/or the functional groups may lower the surface energy of the coating. The lowered surface energy and/or intrinsic roughness of the AR coating may cause the contact angle of the coating to rise to hydrophobic and/or super hydrophobic levels, such that the hydrophobic AR coating possesses anti-fogging and/or anti-fouling properties.
摘要翻译：某些示例性实施方案涉及疏水性抗反射涂层，和/或制备其的方法。防反射涂层的主表面可以用硅烷类溶液处理，以增加涂层表面的接触角。硅烷基溶液可以包括具有烷基和/或氟烷基官能团的硅烷。 AR涂层的主表面的处理可以包括化学接枝涂层的表面，使得硅烷和官能团与涂层的最外部分结合。硅烷和/或官能团的存在可能降低涂层的表面能。 AR涂层的降低的表面能和/或固有粗糙度可能导致涂层的接触角上升到疏水和/或超疏水水平，使得疏水性AR涂层具有防雾和/或防污性能。

4. 发明申请

US20130196140A1 COATED ARTICLE WITH ANTIREFLECTION COATING INCLUDING POROUS NANOPARTICLES, AND/OR METHOD OF MAKING THE SAME 审中-公开
标题翻译：具有包含多孔纳米颗粒的抗反射涂层的涂层制品和/或其制备方法
公开(公告)号：US20130196140A1
公开(公告)日：2013-08-01
申请号：US13361754
申请日：2012-01-30
申请人： Mark A. LEWIS , Liang LIANG
发明人： Mark A. LEWIS , Liang LIANG
IPC分类号： B32B3/10 , B05D5/06 , B82Y40/00
CPC分类号： G02B1/118 , B32B3/10 , B82Y30/00 , C03C1/008 , C03C17/007 , C03C2217/213 , C03C2217/425 , C03C2217/452 , C03C2217/465 , C03C2217/478 , C03C2217/48 , C03C2217/732 , C03C2218/113 , C03C2218/116 , C23C18/1212 , C23C18/122 , C23C18/1245 , C23C18/1254 , C23C18/127 , Y10T428/249969
摘要： In certain examples, a porous silica-based matrix may be formed. In an exemplary embodiment, using sol gel methods, a coating solution of or including metal alkoxides such as TEOS and porous nanoparticles such as mesoporous silica may be used to form a layer(s) of or including silica and porous nanoparticles in a solid matrix directly or indirectly on a glass substrate. The coated article may be heat treated (e.g., thermally tempered). The layer of the porous silica-based matrix may be used as a broadband anti-reflective coating.
摘要翻译：在某些实例中，可以形成多孔二氧化硅基基质。在一个示例性实施方案中，使用溶胶凝胶法，可以使用诸如TEOS的金属醇盐的涂覆溶液和诸如介孔二氧化硅的多孔纳米颗粒直接形成固体基质中的二氧化硅和多孔纳米颗粒层或间接地在玻璃基板上。涂覆的制品可以被热处理（例如热回火）。多孔二氧化硅基体的层可以用作宽带抗反射涂层。

5. 发明申请

US20130295392A1 ANTI-REFLECTION GLASS WITH TIN OXIDE NANOPARTICLES 审中-公开
标题翻译：具有氧化锌纳米粒子的防反射玻璃
公开(公告)号：US20130295392A1
公开(公告)日：2013-11-07
申请号：US13465311
申请日：2012-05-07
申请人： Liang LIANG , Richard Blacker
发明人： Liang LIANG , Richard Blacker
IPC分类号： B32B17/06 , C09D5/00 , B05D5/06 , B82Y30/00
CPC分类号： C03C17/007 , C03C2217/211 , C03C2217/213 , C03C2217/42 , C03C2217/732 , C03C2217/77 , C03C2218/113 , C03C2218/116 , C03C2218/365 , G02B1/115
摘要： An improved anti-reflection glass with higher transmittance (ΔTqe %) results from a coating of or including tin oxide (e.g., SnO2) nanoparticles (e.g., 10-20 nm in size) applied to a surface of solar float or matte/matte glass. The tin oxide based coating layer shows improved chemical stability and durability and can be prepared using a sol-gel process and applied by spin coating. Matte/matte anti-reflection glass samples may have two coating layers (e.g., SnO2 nanoparticles on the rough side and SiO2 nanoparticles on the smooth side) and exhibit an improved transmittance (e.g., visible transmittance) of at least 2.0%, e.g., about 3.5%. As high as a 30% increase of ΔTqe % has been observed when anti-reflection matte/matte glass coated with SnO2 is exposed in a salt fog chamber for 5 days. The increase in transmittance may be due to the different pore structure of the SnO2 coating layer, while the increase of Tqe % in a salt fog chamber may be due to the crystalline SnO2 formation.
摘要翻译：具有更高透射率（DeltaTqe％）的改进的抗反射玻璃来自于施加到太阳能浮法或无光泽/无光泽玻璃表面上的或包括氧化锡（例如，SnO 2）纳米颗粒（例如，尺寸为10-20nm）的涂层。氧化锡基涂层显示出改进的化学稳定性和耐久性，并且可以使用溶胶 - 凝胶法制备并通过旋涂施加。哑光/哑光防反射玻璃样品可以具有两个涂层（例如，粗糙侧上的SnO 2纳米颗粒和平滑侧上的SiO 2纳米颗粒），并且显示出至少2.0％的改善的透射率（例如，可见光透射率），例如约 3.5％。当在盐雾室中暴露出涂有SnO2的防反射哑光/亚光玻璃5天时，已经观察到高达30％的DeltaTqe％增加。透光率的增加可能是由于SnO2涂层的孔结构不同，盐雾室中Tqe％的增加可能是由于形成SnO2的结晶。

6. 发明申请

US20070191002A1 CELL PHONE PERIPHERAL DEVICE, COMMUNICATION TERMINAL AND METHOD FOR A CELL PHONE PERIPHERAL DEVICE COMMUNICATING WITH A CELL PHONE 有权
标题翻译：细胞电话外围设备，通信终端和用于与蜂窝电话通信的蜂窝电话外围设备的方法
公开(公告)号：US20070191002A1
公开(公告)日：2007-08-16
申请号：US11625373
申请日：2007-01-22
申请人： Jinchun GE , Liang LIANG
发明人： Jinchun GE , Liang LIANG
IPC分类号： H04Q7/20
CPC分类号： H04W4/008 , H04M1/6058 , H04M1/72516 , H04M1/7253 , H04M2250/02 , H04W4/80 , H04W56/001
摘要： A cell phone peripheral device comprises a communication unit, for short-distance wireless communicating between said cell phone peripheral device and the cell phone; a processing unit, for receiving information from said communication unit, processing the information to obtain and analyze data information; a display unit, for receiving and displaying said data information. A method for a cell phone perpheral device communicating with a cell phone comprises receiving information from the cell phone by way of short-distance wireless communication; processing the information to obtain and analyze data information; and displaying, by the cell phone peripheral device, the data information. And a communication terminal comprises: a first communication unit for communicating with a cellular network, a processing unit, and a first input/output unit, and further comprising: a second communication unit, for transmitting voice and data information between the processing unit and the first input/output unit by way of short distance wireless communication.
摘要翻译：一种蜂窝电话外围设备包括一个通信单元，用于在所述蜂窝电话外围设备和蜂窝电话之间进行短距离无线通信; 处理单元，用于从所述通信单元接收信息，处理所述信息以获得和分析数据信息; 显示单元，用于接收和显示所述数据信息。用于与手机通信的手机永久设备的方法包括通过短距离无线通信从蜂窝电话接收信息; 处理信息以获取和分析数据信息; 并且由蜂窝电话外围设备显示数据信息。并且通信终端包括：用于与蜂窝网络进行通信的第一通信单元，处理单元和第一输入/输出单元，还包括：第二通信单元，用于在处理单元和处理单元之间发送语音和数据信息第一输入/输出单元通过短距离无线通信。

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