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公开(公告)号:US20230096058A1
公开(公告)日:2023-03-30
申请号:US17486567
申请日:2021-09-27
发明人: Amit Aggarwal , Andrey Zaytsev , Ruslan Gilfanov
IPC分类号: G06F16/951 , G06F16/532 , G06F16/583 , G06K9/62 , G06T7/11 , G06K9/00 , G06F40/20 , G06F40/166
摘要: A computer system extracts product data from a website and correlates product records from multiple sources to one another as corresponding to the same product. A website is crawled efficiently by rendering webpages using a virtual browser that ignores blacklisted elements, extracts data from objects without rendering, and suppressing retrieval of remote resources. Data is extracted according to engine control statements including a selector and extractor. A website may be crawled repeatedly and changes in extracted data may be detected and flagged. Engine control statements may be automatically changed in response to detecting a change in the configuration of the website. Images of product records may be correlated with one another by first comparing text of the product records and selecting images for comparison based on composition. Images are compared using a machine learning model. Images determined to be similar may be presented to a human for a correlation decision.
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公开(公告)号:US20230095711A1
公开(公告)日:2023-03-30
申请号:US17486562
申请日:2021-09-27
发明人: Amit Aggarwal , Andrey Zaytsev , Ruslan Gilfanov
IPC分类号: G06F16/951 , G06Q30/02 , G06F16/958
摘要: A computer system extracts product data from a website and correlates product records from multiple sources to one another as corresponding to the same product. A website is crawled efficiently by rendering webpages using a virtual browser that ignores blacklisted elements, extracts data from objects without rendering, and suppressing retrieval of remote resources. Data is extracted according to engine control statements including a selector and extractor. A website may be crawled repeatedly and changes in extracted data may be detected and flagged. Engine control statements may be automatically changed in response to detecting a change in the configuration of the website. Images of product records may be correlated with one another by first comparing text of the product records and selecting images for comparison based on composition. Images are compared using a machine learning model. Images determined to be similar may be presented to a human for a correlation decision.
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公开(公告)号:US20230096332A1
公开(公告)日:2023-03-30
申请号:US17486556
申请日:2021-09-27
发明人: Amit Aggarwal , Andrey Zaytsev , Ruslan Gilfanov
IPC分类号: G06Q30/06 , G06Q30/02 , G06F16/951 , G06F16/958
摘要: A computer system extracts product data from a website and correlates product records from multiple sources to one another as corresponding to the same product. A website is crawled efficiently by rendering webpages using a virtual browser that ignores blacklisted elements, extracts data from objects without rendering, and suppressing retrieval of remote resources. Data is extracted according to engine control statements including a selector and extractor. A website may be crawled repeatedly and changes in extracted data may be detected and flagged. Engine control statements may be automatically changed in response to detecting a change in the configuration of the website. Images of product records may be correlated with one another by first comparing text of the product records and selecting images for comparison based on composition. Images are compared using a machine learning model. Images determined to be similar may be presented to a human for a correlation decision.
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公开(公告)号:US11907310B2
公开(公告)日:2024-02-20
申请号:US17486567
申请日:2021-09-27
发明人: Amit Aggarwal , Andrey Zaytsev , Ruslan Gilfanov
IPC分类号: G06F16/951 , G06F16/532 , G06F16/583
CPC分类号: G06F16/951 , G06F16/532 , G06F16/583
摘要: A computer system extracts product data from a website and correlates product records from multiple sources to one another as corresponding to the same product. A website is crawled efficiently by rendering webpages using a virtual browser that ignores blacklisted elements, extracts data from objects without rendering, and suppressing retrieval of remote resources. Data is extracted according to engine control statements including a selector and extractor. A website may be crawled repeatedly and changes in extracted data may be detected and flagged. Engine control statements may be automatically changed in response to detecting a change in the configuration of the website. Images of product records may be correlated with one another by first comparing text of the product records and selecting images for comparison based on composition. Images are compared using a machine learning model. Images determined to be similar may be presented to a human for a correlation decision.
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公开(公告)号:US20240127316A1
公开(公告)日:2024-04-18
申请号:US18394192
申请日:2023-12-22
发明人: Jorge Rodriguez , Xinyi Zhou , James Grunewald , Amit Aggarwal , Andrey Zaytsev , Ruslan Gilfanov
IPC分类号: G06Q30/0601 , G06F9/445 , G06Q10/083 , G06Q10/0833 , G06Q10/0837 , G06Q10/087 , G06Q10/107 , G06Q20/08 , H04L51/42
CPC分类号: G06Q30/0635 , G06F9/44526 , G06Q10/0833 , G06Q10/0837 , G06Q10/0838 , G06Q10/087 , G06Q10/107 , G06Q20/085 , G06Q30/0603 , G06Q30/0613 , G06Q30/0617 , H04L51/42 , H04L2101/37
摘要: Example order management systems and methods are described. In one implementation, a catalog ingestion system receives data associated with multiple products offered by multiple brands. A commerce management system receives a customer order from a customer. The customer order includes at least a portion of the multiple products offered by the multiple brands. The commerce management system splits the customer order into multiple brand orders such that each brand order is associated with products in the customer order from a particular brand. An integration platform fulfills the brand orders by submitting the brand orders to the associated brands.
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公开(公告)号:US11893620B2
公开(公告)日:2024-02-06
申请号:US17127910
申请日:2020-12-18
发明人: Jorge Rodriguez , Xinyi Zhou , James Grunewald , Amit Aggarwal , Andrey Zaytsev , Ruslan Gilfanov
IPC分类号: G06Q30/06 , G06Q10/107 , G06Q10/08 , G06Q20/08 , H04L51/42 , G06Q30/0601 , G06Q10/087 , G06Q10/0837 , G06Q10/083 , G06F9/445 , G06Q10/0833 , G06F9/44 , H04L101/37
CPC分类号: G06Q30/0635 , G06F9/44526 , G06Q10/087 , G06Q10/0833 , G06Q10/0837 , G06Q10/0838 , G06Q10/107 , G06Q20/085 , G06Q30/0603 , G06Q30/0613 , G06Q30/0617 , H04L51/42 , H04L2101/37
摘要: Example order management systems and methods are described. In one implementation, a catalog ingestion system receives data associated with multiple products offered by multiple brands. A commerce management system receives a customer order from a customer. The customer order includes at least a portion of the multiple products offered by the multiple brands. The commerce management system splits the customer order into multiple brand orders such that each brand order is associated with products in the customer order from a particular brand. An integration platform fulfills the brand orders by submitting the brand orders to the associated brands.
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