Developing an ontology for the U.S. patent system

The past few years have experienced an explosive growth in scientific and regulatory documents related to the patent system. Relevant information is siloed into many heterogeneous information domains making it a challenging task to gather information. In this paper, we develop an ontology to standardize the representation of the patent system in order to overcome the heterogeneity and integrate information from the patent document, court case and file wrapper domains. Through a use case in the bio domain erythropoietin, we demonstrate how this ontology can be used as a tool to improve the learning curve of users gathering information across these multiple information domains. The proposed ontology provides the required semantics to develop automated tools for a variety of purposes including Information Retrieval (IR) and analytics.

[1]  Atsushi Fujii Enhancing patent retrieval by citation analysis , 2007, SIGIR.

[2]  Kincho H. Law,et al.  Retrieving information across multiple, related domains based on user query and feedback: application to patent laws and regulations , 2010, ICEGOV '10.

[3]  Prasenjit Mitra,et al.  Semi-automatic Integration of Knowledge Sources , 1999 .

[4]  Asunción Gómez-Pérez,et al.  METHONTOLOGY: From Ontological Art Towards Ontological Engineering , 1997, AAAI 1997.

[5]  Khaled Khelif,et al.  Supporting Patent Mining by using Ontology-based Semantic Annotations , 2007, IEEE/WIC/ACM International Conference on Web Intelligence (WI'07).

[6]  Jungi Kim,et al.  Cluster-based patent retrieval , 2007, Inf. Process. Manag..

[7]  Thomas R. Gruber,et al.  Toward principles for the design of ontologies used for knowledge sharing? , 1995, Int. J. Hum. Comput. Stud..

[8]  Peter Jackson,et al.  Information extraction from case law and retrieval of prior cases by partial parsing and query generation , 1998, CIKM '98.

[9]  N. F. Noy,et al.  Ontology Development 101: A Guide to Creating Your First Ontology , 2001 .

[10]  Emanuele Pianta,et al.  Integration of Semantic, Metadata and Image Search Engines with a Text Search Engine for Patent Retrieval , 2008, SemSearch.

[11]  Dieter Pfoser Indexing the Trajectories of Moving Objects , 2002 .

[12]  Yiannis Kompatsiaris,et al.  A Modular Framework for Ontology-based Representation of Patent Information , 2007, JURIX.

[13]  Michael Gruninger,et al.  Methodology for the Design and Evaluation of Ontologies , 1995, IJCAI 1995.

[14]  Kincho H. Law,et al.  Developing a Comprehensive Patent Related Information Retrieval Tool , 2011, J. Theor. Appl. Electron. Commer. Res..

[15]  Sougata Mukherjea,et al.  BioPatentMiner: An Information Retrieval System for BioMedical Patents , 2004, VLDB.

[16]  W. Bruce Croft,et al.  Automatic query generation for patent search , 2009, CIKM.

[17]  Kincho H. Law,et al.  An ontology to integrate multiple information domains in the patent system , 2011, 2011 IEEE International Symposium on Technology and Society (ISTAS).

[18]  Yiannis Kompatsiaris,et al.  Towards content-oriented patent document processing , 2008 .

[19]  Heiner Stuckenschmidt,et al.  Ontology-Based Integration of Information - A Survey of Existing Approaches , 2001, OIS@IJCAI.

[20]  Thomas Ertl,et al.  Application of Semantic Technologies for Representing Patent Metadata , 2006, GI Jahrestagung.

[21]  Von-Wun Soo,et al.  An Ontology-based Multi-agent Platform for Patent Knowledge Management , 2005, Int. J. Electron. Bus. Manag..

[22]  Asunción Gómez-Pérez,et al.  Ontological Engineering: With Examples from the Areas of Knowledge Management, e-Commerce and the Semantic Web , 2004, Advanced Information and Knowledge Processing.

[23]  Michael Uschold,et al.  Ontologies: principles, methods and applications , 1996, The Knowledge Engineering Review.

[24]  Von-Wun Soo,et al.  A cooperative multi-agent platform for invention based on patent document analysis and ontology , 2006, Expert Syst. Appl..