Abstract: Methods and systems are provided for generating training data for training a classifier to assign nodes of a taxonomy graph to items based on item descriptions. Each node has a label. For each item, the system identifies for that item one or more candidate paths within the taxonomy graph that are relevant to that item. The system identifies the candidate paths based on content of the item description of that item matching labels of nodes. A candidate path is a sequence of nodes starting a root node of the taxonomy graph. For each identified candidate path, the system labels the item description with the candidate path equivalently with leaf node or label of the leaf node. The labeled item descriptions compose the training data for training the classifier.

Abstract: Methods and systems are provided for generating training data for training a classifier to assign nodes of a taxonomy graph to items based on item descriptions. Each node has a label. For each item, the system identifies for that item one or more candidate paths within the taxonomy graph that are relevant to that item. The system identifies the candidate paths based on content of the item description of that item matching labels of nodes. A candidate path is a sequence of nodes starting a root node of the taxonomy graph. For each identified candidate path, the system labels the item description with the candidate path equivalently with leaf node or label of the leaf node. The labeled item descriptions compose the training data for training the classifier.

Abstract: A link generator generates links to servable data to allow the servable content of a network server to be accessed using the links. Encoded links in a form suitable for an indexing agent are generated and used to access dynamically generated data in a database of the network server and to analyze same to determine query data for retrieving servable data from the database. A proxy server receives a request generated in response to selecting one of the encoded links, translates the request, and forwards it to the network server to access corresponding dynamically generated data.

Abstract: A link generator generates links to servable data to allow the servable content of a network server to be accessed using the links. Encoded links in a form suitable for an indexing agent are generated and used to access dynamically generated data in a database of the network server and to analyze same to determine query data for retrieving servable data from the database. A proxy server receives a request generated in response to selecting one of the encoded links, translates the request, and forwards it to the network server to access corresponding dynamically generated data.

Abstract: A link generator generates links to servable data to allow the servable content of a network server to be accessed using the links. Encoded links in a form suitable for an indexing agent are generated and used to access dynamically generated data in a database of the network server and to analyze same to determine query data for retrieving servable data from the database. A proxy server receives a request generated in response to selecting one of the encoded links, translates the request, and forwards it to the network server to access corresponding dynamically generated data.

Abstract: A link generator generates links to servable data to allow the servable content of a network server to be accessed using the links. Encoded links in a form suitable for an indexing agent are generated and used to access dynamically generated data in a database of the network server and to analyze same to determine query data for retrieving servable data from the database. A proxy server receives a request generated in response to selecting one of the encoded links, translates the request, and forwards it to the network server to access corresponding dynamically generated data.

Abstract: A link generator generates links to servable data to allow the servable content of a network server to be accessed using the links. Encoded links in a form suitable for an indexing agent are generated and used to access dynamically generated data in a database of the network server and to analyze same to determine query data for retrieving servable data from the database. A proxy server receives a request generated in response to selecting one of the encoded links, translates the request, and forwards it to the network server to access corresponding dynamically generated data.