Expert systems in law: out of the research laboratory and into the marketplace
ICAIL '87 Proceedings of the 1st international conference on Artificial intelligence and law
Proceedings of the 8th international conference on Artificial intelligence and law
Risk analysis for intellectual property litigation
Proceedings of the 13th International Conference on Artificial Intelligence and Law
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The intelligent trademark analysis system developed by Onomatics is a trademark information system based on an AI model of trademark similarity (likelihood of confusion). The basic technology can be used as a general trademark search engine as well as for more specific purposes ranging from trademark candidate ranking (TrademarkNow NameRank) to comprehensive risk analysis (TrademarkNow NameCheck) and IPR enforcement. This paper presents a brief overview of the system and the concrete applications available as of April 2013. The system has been evaluated on a large number of actual trademark opposition cases, over 30 000 from the USPTO TTAB and over 20 000 from the OHIM Opposition Division, currently with a precision of 79.9% and a recall of 94.9%.