W. Scott Spangler  W. Scott Spangler photo       

contact information

Chief Data Scientist - Watson Health, Life Sciences
Almaden Research Center, San Jose, CA, USA
  +1dash408dash927dash2887

links

Professional Associations

Professional Associations:  ACM SIGKDD

more information

More information:  My book: Mining the Talk


2016

Monitoring and Mining Digital Media for Brand and Reputation Information
OLeary, Daniel and Spangler, Scott
2016 - aisel.aisnet.org
Abstract


2015

Mining strong relevance between heterogeneous entities from unstructured biomedical data
Ji, Ming and He, Qi and Han, Jiawei and Spangler, Scott
Data Mining and Knowledge Discovery 29(4), 976--998, Springer, 2015
Abstract

Accelerating Discovery: Mining Unstructured Information for Hypothesis Generation
Spangler, Scott
2015 - books.google.com, CRC Press
Abstract

Predicting future scientific discoveries based on a networked analysis of the past literature
Nagarajan, Meenakshi and Wilkins, Angela D and Bachman, Benjamin J and Novikov, Ilya B and Bao, Shenghua and Haas, Peter J and Terr{\'o}n-D{\'\i}az, Mar{\'\i}a E and Bhatia, Sumit and Adikesavan, Anbu K and Labrie, Jacques J and others
Proceedings of the 21th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, pp. 2019--2028, 2015
Abstract


2014

Automated hypothesis generation based on mining scientific literature
Scott Spangler, Angela D Wilkins, Benjamin J Bachman, Meena Nagarajan, Tajhal Dayaram, Peter Haas, Sam Regenbogen, Curtis R Pickering, Austin Comer, Jeffrey N Myers, others
Proceedings of the 20th ACM SIGKDD international conference on Knowledge discovery and data mining, pp. 1877--1886, 2014

Sales Prediction with Social Media Analysis
Hyung-il Ahn, Scott W. Spangler
Service Research and Innovation Institute (SRII) Annual Conference, pp. 213--222, 2014


2013

Chemical Name Extraction Based on Automatic Training Data Generation and Rich Feature Set
Su Yan, Scott Spangler and Ying Chen
IEEE/ACM Transactions on Computational Biology and Bioinformatics 10(5), 1218--1233, IEEE Computer Society Press, 2013
Abstract


2012

Learning to extract chemical names based on random text generation and incomplete dictionary
Su Yan, W. Scott Spangler, Ying Chen
11th International Workshop on Data Mining in Bioinformatics 2012, pp. 21--25

A scalable approach for performing proximal search for verbose patent search queries
Sumit Bhatia, Bin He, Qi He, Scott Spangler
Proceedings of the 21st ACM international conference on Information and knowledge management, pp. 2603--2606, 2012

Predictive value of comments in the service engagement process
Stephen Carman, Ray Strong, Anca Chandra, Sechan Oh, Scott Spangler, Laura Anderson, J Jansen Bernard
Proceedings of the American Society for Information Science and Technology 49(1), 1--6, Wiley Online Library, 2012


2011

Analytical pathway methodology: Simplifying business intelligence consulting
Larry Proctor, Cheryl A Kieliszewski, Axel Hochstein, Scott Spangler
SRII Global Conference (SRII), 2011 Annual, pp. 495--500


Patent maintenance recommendation with patent information network model
Xin Jin, Scott Spangler, Ying Chen, Keke Cai, Rui Ma, Li Zhang, Xian Wu, Jiawei Han
Data Mining (ICDM), 2011 IEEE 11th International Conference on, pp. 280--289


2010

Simple: Interactive analytics on patent data
Spangler, Scott and Chen, Ying and Kreulen, Jeffrey and Boyer, Stephen and Griffin, Thomas and Alba, Alfredo and Kato, Linda and Lelescu, Ana and Yan, Su
Data Mining Workshops (ICDMW), 2010 IEEE International Conference on, pp. 426--433
Abstract

Topic Initiator Detection on the World Wide Web
Xin Jin, Scott W. Spangler, Rui Ma
World Wide Web, Google Patents, 2010
US Patent 8,402,019


2009

COBRA--Mining web for corporate brand and reputation analysis
Spangler, Scott and Chen, Ying and Proctor, Larry and Lelescu, Ana and Behal, Amit and He, Bin and Griffin, Thomas D and Liu, Anna and Wade, Brad and Davis, Trevor
Web Intelligence and Agent Systems: An International Journal 7(3), 243--254, IOS Press, 2009
Abstract

SIMPLE: A Strategic Information Mining Platform for IP Excellence
Y Chen, S Spangler, J Kreulen, S Boyer, T D Griffin, A Alba, A Behal, B He, L Kato, A Lelescu, others
San Jose, CA, USA, 2009

COA: finding novel patents through text analysis
Mohammad Al Hasan, Scott W Spangler, Thomas Griffin, Alfredo Alba
Proceedings of the 15th ACM SIGKDD international conference on Knowledge discovery and data mining, pp. 1175--1184, ACM, 2009
Abstract

Analytics as a Service
Jeffrey Kreulen (Jeff), W Spangler, Ying Chen, Cheryl A Kieliszewski
Frontiers in Service Conference, 2009

SIMPLE: A Strategic Information Mining Platform for Licensing and Execution
Ying Chen, W Spangler, Jeffrey Kreulen (Jeff), et al
Large scale data mining workshop, ICDM, 2009


2008

Method for Analyzing Patent Claims
M Hasan, W S Spangler
freepatentsonline.com, 2008

Multi-Taxonomy--An approach to determine perceived brand characteristics from Web data .
Larry L Proctor, W Spangler, Ying Chen
Web Intelligence, 2008

Leveraging sentiment analysis for topic detection
Ke Ke Cai, W Spangler, Ying Chen
Web Intelligence, 2008


2007

Mining the Talk: Unlocking the Business Value in Unstructured Information (Adobe Reader)
Spangler, Scott and Kreulen, Jeffrey
2007 - books.google.com, Pearson Education
Abstract

Understanding complex IT environments using information analytics and visualization
A. Behal, Y. Chen, C. Kieliszewski, A. Lelescu, B. He, J. Cui, J. Kreulen, M. Maximilien, J. Rhodes, S. Spangler
Proceedings of the 2007 symposium on Computer human interaction for the management of information technology, pp. 8

Business Insights Workbench--An Interactive Insights Discovery Solution
A. Behal, Y. Chen, C. Kieliszewski, A. Lelescu, B. He, J. Cui, J. Kreulen, J. Rhodes, W. Spangler
Proceedings of the 2007 conference on Human interface: Part II, pp. 834--843, Springer

Mining the talk: unlocking the business value in unstructured information
S Spangler, J Kreulen
portal.acm.org, IBM Press, 2007

Understanding Complex IT Environments Using Information Analytics and Visualization.
AMIT BEHAL, Ying Chen, Cheryl A Kieliszewski, Jeffrey Kreulen (Jeff), W Spangler, BIN HE, Ana Lelescu, James J Rhodes, Eugene M Maximilien
CHIMIT Conference, 2007


2006

BISON: Providing Business Information Analysis as a Service
H Hac{i}g{\"u}m{\"u}{c{s}}, J Rhodes, S Spangler, J Kreulen
Proc, 2006

Machines in the conversation: Detecting themes and trends in informal communication streams
WS Spangler, JT Kreulen, JF Newswanger
IBM Systems Journal 45(4), 785--800, Citeseer, 2006


2003

Generating and browsing multiple taxonomies over a document collection
S Spangler, J T Kreulen, J Lessler
Journal of Management Information Systems 19(4), 191--212, ME Sharpe, 2003


2002

Surfaid predictor: web-based system for predicting surfer behavior
D C Martin, H J Miranda, M P Plutowski, W S Spangler, S Vaithyanathan, K Wheeler, D H Wolpert
US Patent 6,338,066, 2002 - Google Patents, Google Patents
US Patent 6,338,066

Modeling Document Taxonomies
S Spangler, J Kreulen, J Lessler, D E Johnson
IBM Research, Almaden Research Center, 2002

MindMap: utilizing multiple taxonomies and visualization to understand a document collection
W Spangler, J Kreulen, J Lessler
PROCEEDINGS OF THE ANNUAL HAWAII INTERNATIONAL CONFERENCE ON SYSTEM SCIENCES, pp. 102--102, 2002

Interactive methods for taxonomy editing and validation
S Spangler, J Kreulen
Proceedings of the eleventh international conference on Information and knowledge management, pp. 665--668, 2002

The integration of business intelligence and knowledge management
J Kreulen, W Cody, W Spangler, V Krishna
IBM Systems Journal 41(4), 2002, Armonk, NY: International Business Machines Corp.


2001

Knowledge base maintenance using knowledge gap analysis
S Spangler, J Kreulen
Proceedings of the seventh ACM SIGKDD international conference on Knowledge discovery and data mining, pp. 462--466, 2001


2000

Method and apparatus for cluster exploration and visualization
D S Mohda, D C Martin, W S Spangler, S Vaithyanathan
US Patent 6,100,901, 2000 - Google Patents, Google Patents
US Patent 6,100,901


1998

Visualizing class structure of multidimensional data
Inderjit S Dhillon, Dharmendra S Modha, W Scott Spangler
Computing Science and Statistics, 488--493, Citeseer, 1998


Year Unknown

Text Analytics and Data Access as Services: A case study
Maximilien, E Michael and Chen, Ying and Kreulen, Jeffrey and Lelescu, Ana and Rhodes, James and Spangler, Scott
EM Maximilien, Y Chen, J Kreulen, A Lelescu…, 0

Prospective Client Driven Technology Recommendation
Qi He, etc.
on preparation, pp. 110--119

Text Analytics and Data Access as Services
E M Maximilien, Y Chen, A Lelescu, J Rhodes, J Kreulen, S Spangler
maximilien.org, 0

Text Analytics and Data Access as Services: A case study
E M Maximilien, Y Chen, J Kreulen, A Lelescu, J Rhodes, S Spangler
almaden. ibm .com, 0

Assessing Patent Value through Advanced Text Analytics
M Al Hasan, W S Spangler
domino.research. ibm .com, 0

Visualizing Class Structure of Multidimensional Data, 1998
I S Dhillon, D S Modha, W S Spangler
IBM Almaden Research Center, San Jose, CA95120

Class Visualization of High-Dimensional Data with Applications, 1999
I S Dhillon, D S Modha, W S Spangler
IBM Almaden Research Center, San Jose, CA95120

Ray Strong: An Interactive Approach to Document Classification
J Kreulen, D Nodha, S Spangler
IBM Research Report, 0