Exploratory analytics on patent data sets using the SIMPLE platform

World Patent Information

Volumn 33, Issue 4, 2011, Pages 328-339

  Spangler, Scott ^a   Ying, Chen ^a   Kreulen, Jeffrey ^a   Boyer, Stephen ^a   Griffin, Thomas ^a   Alba, Alfredo ^a   Kato, Linda ^a   Lelescu, Ana ^a   Yan, Su ^a  

^a IBM ALMADEN RESEARCH CENTER   (United States)

Author keywords

Bioinformatics; Exploratory analytics; Mining platform; Patent mining; SIMPLE; Text analytics

Indexed keywords

EID: 81255149536     PISSN: 01722190     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.wpi.2011.07.001     Document Type: Article

References (26)

1. Tukey John W., Tukey Elizabeth, Fernholz Luisa T., Morgenthaler Stephan Statistical Science 2000, 15(1):79-94. Conversation with.
2. Kasravi K., Risov M. Patent mining - discovery of business value from patent repositories 2007, Proc. of the 40th Intl. Conf. on System Science, Hawaii, US, pp. 54-64.
3. Knight H.J. Patent strategy for researchers and research managers 2001, John Willey and Sons Ltd.
4. Nanba Hidetsugu, Fujii Atsushi, Iwayama Makoto, Hashimoto Taiichi Overview of the Patent Mining Task at the NTCIR-8 Workshop 2010, pp. 293-302.
5. Tiwana S., Horowitz E. Extracting problem solved concepts from patent documents. Proceeding of the 2nd international workshop on patent information retrieval (Hong Kong, China, November 06-06, 2009) 2009, 43-48. PaIR '09, ACM, New York, NY.
6. Chen Y., Spangler W., Kreulen J., Boyer S., Griffin T., Alba A., et al. SIMPLE: A Strategic Information Mining Platform for Licensing and Execution, Large scale data mining workshop, ICDM 2009.
7. Hasan M, Spangler WS, Griffin TD, Alba A. "COA: Finding Novel Patents through Text Analysis", Proceedings of the 15th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Paris, France 2009, pp. 1175-1184., 2009.
8. Bray T., Paoli J., Sperberg-McQueen C. Extensible Markup language (XML). The World Wide Web Journal 1997, 2(No. 4):29-66.
9. Page L., Brin S., Motwani R., Winograd T. The pagerank citation ranking: bringing order to the web 1999, Technical Report SIDL-WP-1999-0120, Stanford University.
10. Lucene search engine: http://en.wikipedia.org/wiki/Lucene.
11. Power Set: http://en.wikipedia.org/wiki/Power_set.
12. Scott Spangler, Ying Chen, Larry Proctor, Ana Lelescu, Amit Behal, Bin He, et al. COBRA - Mining Web for Corporate Brand and Reputation Analysis, Proceedings of the IEEE/WIC/ACM International Conference on Web Intelligence, p.11-17, November 02-05, 2007.
13. Spangler S., Kreulen J., Lesser J. Generating and browsing multiple taxonomies over a document collection. Journal of Management Information Systems 2003, 19(4):191-212.
14. Fellbaum Christiane WordNet: an electronic lexical database 1998, Bradford Books.
15. Debabrata Dash, Jun Rao, Nimrod Megiddo, Anastasia Ailamaki, Guy Lohman, Dynamic faceted search for discovery-driven analysis, Proceeding of the 17th ACM conference on Information and knowledge management, October 26-30, 2008, Napa Valley, California, USA.
16. Spangler W.S., Kreulen J.T., Newswanger J.F. Machines in the conversation: detecting themes and trends in informal communication streams. IBM Systems Journal 2006, 785-799.
17. Dhillon I.S., S Modha D., S Spangler W. Visualizing class structure of multidimensional data 1998, Computing Science and Statitics.
18. Paulovich F.V., Nonato L.G., Minghim R., Levkovitz H. Least Square Projection: a fast high precision multidimensional projection technique and its application to document mapping. IEEE Transactions on Visualization and Computer Graphics 2008, 14(3):564-575.
19. Yun Y. Yang, Lucy Akers, Cynthia B. Yang, Thomas Klose, Shelley Pavlek. Enhancing patent landscape analysis with visualization output, World Patent Information, vol. 32, No. 3. (26 September 2010), p. 203-220.
20. Press W., Teukolsky S., Vetterling W., Flannery B. Numerical Recipes in C 1992, Cambridge University Press, New York, pp. 620-623. 2nd ed.
21. Proctor Larry L., Spangler W., Chen Ying Web Intelligence 2008, Multi-Taxonomy-An approach to determine perceived brand characteristics from Web data.
22. Spangler W.S., Kreulen J. Mining the Talk: Unlocking the Business Value of Unstructured Information 2007, IBM Press.
23. IBM Patents: http://www.ibm.com/ibm/licensing/patents/portfolio.shtml.
24. Frand, Jason, Data Mining: What is Data Mining? http://www.anderson.ucla.edu/faculty/jason.frand/teacher/technologies/palace/datamining.htm.
25. PubMed Medline, http://www.ncbi.nlm.nih.gov/pubmed/.
26. Tukey John W. The American Statistician Feb 1980, 34(1):23-25.