> People > Profiles > TongSun

Tong Sun, Ph.D.

Principal Scientist and Manager, Scalable Data Analytics Research

TongSun

Tong is a Principal Scientist and also leads a research lab at the Xerox Research Center Webster with three strategic focuses: (1) build and deliver social analytic platform cross multiple Line of Businesses (LOBs) and integrating social intelligence with vertical business processes, such as customer care, retail, transportation and healthcare.; (2) lead a core team to drive the XIG Big Data Center of Excellence in discovering new insights from big data through fusing a variety of data sources including text, graph, spatial, temporal and video data; (3) provide predictive analytic thought-leadership in Urban Informatics initiative. Tong is a passionate and experienced research leader and technology innovator in incubating new concepts, development advanced prototypes and delivering competitive technologies to market opportunities in a cross-disciplinary and cross-functional team environment. Due to her outstanding technical leadership, Tong was selected as a member for US Frontier of Engineering Symposium by National Academy of Engineering in 2012.

Tong's specialties include: R&D leadership, big data computing, social media mining, predictive data analytics, service oriented architecture, knowledge management and ontology modeling, business process automation and decision support. She has also led several open innovation projects in past years with external academic institutions, and is currently an Adjunct Faculty at Rochester Institute of Technology.

Tong received her Ph.D. in Distributed Computing and Parallel Processing from the University of Rhode Island and joined Xerox research center in 1995.  Tong has authored and co-authored more than 30 papers in prestigious conferences and journals and holds ten US patents and over twenty patent pending applications.She has served as Guest Journal Editor, Industry Liaison Chair, Special Session Chair, and Program Committee Member in various international conferences.

More personal side of Tong – “What makes my every working day a joy is the intelligent, creative, supportive and friendly people I work with at Xerox. Outside of my professional life, I enjoy taking pictures of places and people that touched my heart, traveling and down-hill skiing with my family, and teaching. My dream is someday I can travel around the world to teach and help underprivileged children.”

Publications

Lei L., Wei P., Saurabh K., Tong Sun, Tao L., “FRec: A Novel Framework of Recommending Users and Communities in Social Media”, ACM Conference of Information and Knowledge Management , Oct 27th – Nov 1st, 2013, San Francisco, CA, USA.

Anuj J., Wei P., Tong Sun, “Predicting Time-Sensitive User Locations from Social Media”, 2013 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining , Niagara Falls, Canada, August 25-28, 2013.

Sumit B., Jingxuan Li, Wei P., Tong Sun, “Monitoring and Analyzing Customer Feedback Through Social Media Platforms for Identifying and Remedying Customer Problems”. Business Applications of Social Network Analysis (BASNA) 2013 , Co-located with IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining , Niagara Falls, Canada, August 25-28, 2013.

Tong Sun, Wei P. Tao L., “Mining Actionable Knowledge for Domain-Driven and Customer-Centric Decision Support”, The  International Conference on Information and Knowledge Engineering , Las Vegas, July 18-21, 2011.

Wei P., Tong Sun, Shriram R., Tao L., “Mining the ‘Voices of the Customer’ for Business Prioritization”, to appear on ACM Transactions on Intelligent Systems and Technology .

Wei P., Tong Sun, Philip R., Tao Li, “Computation and Applications of Industrial Leading Indicators to Business Process”,  International Journal of Intelligent Control and Systems  Vol. 13, No.3, September 2008, 196-207.

Weixiang Sun, Tao Li, Wei Peng, Tong Sun, “Incremental Workflow Mining with Optional Patterns”, International Journal of Intelligent Control and Systems , March 2007.

Ming Zhong, Tong Sun, “A Printing Workflow Recommendation Tool – Exploiting Correlations between Highly Sparse Case Logs”, International Conference on Machine Learning Applications ,  2006 Orlando, FL.

Tong Sun, “An Intelligent Wizard for Automatic Workflow Modeling”, IEEE International Conference on Systems, Man, and Cybernetics , Oct 2006.

Tong Sun, Shriram R., John W., “Ubiquitous Service Model Based on Contextual Semantics”, The IASTED International Conference on Human-Computer Interaction . November 2005

Tong Sun and Qing Yang "A Comparative Analysis of Cache Designs for Vector Processing", in IEEE Transactions on Computers , Vol. 48, No.3, p331-344, March 1999.

Qing Yang, Sridhar Adina and Tong Sun,  "Performance of One’s Complement Caches", in Journal of Parallel and Distributed Computing , Academic Press, Vol.48, p143-164, 1998.

Hong Wang, Tong Sun, and Qing Yang, "CAT ‑ Caching Address Tags: A Technique for High Performance and Low‑cost Memory Architecture", the 22nd International Symposium on Computer Architecture , p381‑391, June 1995.

Patents

US Patent 8,442,852, Tong Sun, Raju G., Shriram R., John W.,  “Workflow Auto Generation from User Constraints and Hierarchical Dependence Graphs for Workflows”, Issued May 14, 2013.

US Patent 8,312,056, Peng Wei, Tong Sun, “Method and system for identifying a key influencer in social media utilizing topic modeling and social diffusion analysis”, Issued October 13, 2012.

U.S. Patent 8,332,343, Zhong; Ming, Sun; Tong, Shepherd; Michael D., Cote; Alan T., "Solution recommendation based on incomplete data sets," issued December 11, 2012.

U.S. Patent 8,065,297, Peng; Wei, Sun; Tong, Revankar; Shriram, "Semantic enhanced link-based ranking (SEL Rank) methodology for prioritizing customer requests," issued November 22, 2011.

U.S. Patent 8,037,003, Zhong; Ming, Sun; Tong, Shepherd; Michael D., Cote; Alan T., "Solution recommendation based on incomplete data sets," issued October 11, 2011.

U.S. Patent 8,010,589, Peng; Wei, Rose; Philip C., Sun; Tong, "Semi-automatic system with an iterative learning method for uncovering the leading indicators in business processes," issued August 30, 2011.

U.S. Patent 7,948,647, Matsunaga; Sabrina Pui-Wah, Valeriano; Francisco M., Kuo; Amos Y., Rose; Philip C., Sun; Tong, "Production workflow integration system," issued May 24, 2011.

U.S. Patent 7,734,492, Sun; Tong, Gottumukkala; Raju N., Shepherd; Michael David, "Validation and analysis of JDF workflows using colored petri nets," issued June 8, 2010.

U.S. Patent 7,580,911, Sun; Tong, Walker; John O., Revankar; Shriram V., Gottumukkala; Narasimha Raju, "Workflow auto generation from user constraints and hierarchical dependence graphs for workflows," issued August 25, 2009.

U.S. Patent 7,415,449, Zhong; Ming, Sun; Tong, Shepherd; Michael D., Cote; Alan T., "Solution recommendation based on incomplete data sets," issued August 19, 2008.

U.S. Patent 7,395,254, Gu; Xue, Sun; Tong, Cote; Alan Thomas, Shepherd; Michael David, "Method for dynamic knowledge capturing in production printing workflow domain," issued July 1, 2008.