SYSTEMS AND METHODS FOR PERFORMING A COMPUTER-IMPLEMENTED AND FEATURE BASED PRIOR ART SEARCH

In some embodiments, a computer implemented method for identifying conflicting prior art is provided. The method may include: receiving a set of target conflict citations from a database; generating a first data set based on the conflict citations; decorating the first set of data with one or more f...

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Bibliographische Detailangaben
Hauptverfasser: SWARTWOUT, Donald Eugene, FLEIG, John David, COCKROFT, Nicholas Thady, POLSHAKOV, Dmitrii Arkadyevich, FULFORD, Rodney Laroy, WILSON, Jeffrey Michael, GRABAU, Mark Ryan, AYALA, Philippe Yves Bertrand, DENG, Yi
Format: Patent
Sprache:eng
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Zusammenfassung:In some embodiments, a computer implemented method for identifying conflicting prior art is provided. The method may include: receiving a set of target conflict citations from a database; generating a first data set based on the conflict citations; decorating the first set of data with one or more features from the set of target conflict citations; generating a training set based on the first data set; training multiple data models using the training data set to identify one or more conflict citations; selecting a data model from the multiple data models; receiving a search document; generating a data set of potential prior art related to the received search document: generating, by the selected model, a ranked list of potential conflict citations based on the potential prior art; and outputting the ranked list.