ࡱ>  `bjbj 0,`l*FFFFFF.t * * * * * * *,-K0zL*FFL*%FFa*%%%FF*%*%%z((% bf( *w*0*(,0%0(%(DL*L*%*0 :    Amy N. Langville langvillea@cofc.edu Mathematics Department College of Charleston Charleston, SC 29401 (843) 953-8021 EDUCATION Postdoctoral Researcher, North Carolina State University, 2002-2005 Ph.D. Operations Research, North Carolina State University, May 2002 Minors: Mathematics, Computational and Engineering Sciences Dissertation: Preconditioning for Stochastic Automata Networks, under Dr. William J. Stewart M.S. Operations Research, North Carolina State University, May 1999 Minors: Mathematics, Statistics B.S. Mathematics, Mt. St. Mary's College, May 1997, valedictorian GRANTS and FELLOWSHIPS CISE-CCF-AF Grant from National Science Foundation, 2011-2014 CAREER Award from National Science Foundation, 2006-2011 REU Supplement from National Science Foundation, 2011 SURF Award from CofC URGA, summer 2006 General Electric - Faculty for the Future Fellow, 2000-2001 National Science Foundation - Graduate Research Trainee, 1999-2000 Graduate Assistantship in Areas of National Need Fellow, 1998 North Carolina State University - First Year Engineering Fellow, 1997-1998 NCAA Postbaccalaureate Fellow, 1997-1998 CONSULTING and ADVISORY BOARDS The Boeing Corporation, 2004-2005 The SAS Institute, 2005-2008 Semandex, Inc., 2007-2009 Piffany, Inc., 2008-2009 Fortune Interactive, 2007-2008 Your Music On, 2009-2010 College Football Performance Awards, 2009-2010 SKV, LLC., 2007-2012 Tiger Falcon, LLC, 2010 Princeton University Press, reviewer, 2008-present National Science Foundation, reviewer, 2007-present Sortable.com, 2012-2013 U.S. Olympic Committee Research and Development, 2013-2014 Trilogy, 2013-2015 Rootmetrics.com, 2014-2015 National Basketball Association, 2014-2015 TEACHING HONORS and AWARDS SC Governors Professor of the Year Finalist, 2012 Faculty of the Year, College of Charleston EXCEL Award, 2008 CofCs G E. Jones Distinguished Achievement Award, 2006 MAA Alder Award for Distinguished Teaching, nominated 2008 S.C. Governors Award for Excellence in Science, nominated 2008, 2010, 2011 CofCs Teacher-Scholar Award, 2011, nominated 2007, 2009, 2010 CofCs Distinguished Researcher Award, nominated 2007, 2008, 2012, 2013 Distinguished Alumni Award, NCSU, 2008 Hall of Fame, Mt. St. Marys, 2008 Maltbie Award for Outstanding Teaching, NCSU, 2000-2001 Outstanding Teaching Assistant, NCSU, 1999-2000 COURSES TAUGHT During final postdoctoral year at N.C. State University Fall 2004 MATH 241 Calculus III (two sections) MATH 523 Matrix Theory and Applied Linear Algebra Spring 2005 MATH 241 Calculus III MATH 305 Elementary Linear Algebra Summer 2005 MATH 305 Elementary Linear Algebra At the College of Charleston Fall 2005 MATH 120 Calculus I (two sections) MATH 451/551 Optimization Spring 2006 MATH 120 Calculus 1 MATH 452/552 Operations Research Course Release funded by NSF-CAREER award Summer 2006 MATH 700 M.S. Thesis on Spectral Clustering SURF-CofC project with Emmie Douglas SAMSI Industrial Mathematical and Statistical Modeling workshop advisor Fall 2006 MATH 105 Business Calculus MATH 203 Linear Algebra Course Release funded by NSF-CAREER award MATH 417 Independent Reading course on Spectral Methods MATH 699 M.S. Independent Study on Ranking Sports Teams MATH 700 M.S. Thesis on Spectral Clustering Spring 2007 MATH 105 Business Calculus MATH 203 Linear Algebra Course Release funded by NSF-CAREER award MATH 399 Module for Device Dissection Lab MATH 699 Independent Study on Ranking and Clustering MATH 700 M.S. Thesis on Spectral Clustering MATH 700 M.S. Thesis on College Football Rankings Summer 2007 REU-NSF funded project at N.C. State University, advisor SAMSI Industrial Mathematical and Statistical Modeling workshop advisor Fall 2007 MATH 105 Business Calculus MATH 451/551 Optimization Course Release funded by NSF-CAREER award MATH 700 M.S. Thesis on SVD Clustering Spring 2008 MATH 105 Business Calculus MATH 452/552 Operations Research Course Release funded by NSF-CAREER award MATH 417 Independent Reading Course on Complex Datasets MATH 699 Independent Study on Complex Datasets Summer 2008 REU-NSF funded project at N.C. State University, advisor SAMSI Industrial Mathematical and Statistical Modeling workshop advisor Fall 2008 MATH 105 Business Calculus--Express II (two sections merged) Course Release funded by NSF-CAREER award MATH 699 Independent Study on Evolutionary Optimization MATH 700 M.S. Thesis on SVD Clustering Spring 2009 MATH 105 Business Calculus--Express II (two sections merged) Course Release funded by NSF-CAREER award MATH 399 Independent Study Bayesian Analysis of Sports Statistics MATH 417 Independent Study on Text Mining MATH 699 Independent StudyProgramming Project Evol. Optimiz. MATH 699 Independent StudyTechnical Communication Fall 2009 MATH 105 Business Calculus--Express II (two sections merged) MATH 451/551 Linear Programming Course Release funded by NSF-CAREER award MATH 499 Bachelors Essay Models for Ranking Prediction Spring 2010 MATH 452/552 Operations Research MATH 580 Special Topics: Integer Programming Course Release funded by NSF-CAREER award MATH 499 Bachelors Essay Models for Ranking Prediction MATH 499 Math. Models for Computer Programming Behavior Fall 2010 MATH 105 Business Calculus--Express II (two sections merged) Course Release funded by NSF-CAREER award MATH 700 (6 hours) M.S. Thesis on Recommendation Systems Spring 2011 MATH 105 Business Calculus--Express II Course Release funded by NSF award Fall 2011 MATH 700 (6 hours) M.S. Thesis Minimum Violations Ranking Fall 2012 MATH 105 Business Calculus--Express II (two sections merged) Course Release funded by NSF award Spring 2013 MATH 105 Business Calculus--Express II (two sections merged) Course Release funded by NSF award Fall 2013 MATH 105 Business Calculus--Express II MATH 451/551 Optimization PEAC 120 Womens Self-Defense Spring 2014 MATH 105 Business Calculus--Express II MATH 452/552 Operations Research PEAC 120 Womens Self-Defense (two sections) Fall 2014 MATH 105 Business Calculus--Express II (two sections merged) Course Release funded by NSF award PEAC 120 Womens Self-Defense (two sections) Spring 2015 MATH 105 Business Calculus--Express II (two sections merged) MATH 399 Women in Mathematics MATH 417 Sports Analytics MATH 699 Sports Analytics Course Release funded by NSF award PEAC 120 Womens Self-Defense (three sections) Fall 2015 MATH 105 Business Calculus MATH 451/551 Optimization MATH 499 Textual analysis of humble vs. non-humble speech MATH 499 Wreck this Calculus Book Series PEAC 120 Womens Self-Defense (two sections) Spring 2016 MATH 105 Business Calculus--Express II MATH 452/552 Operations Research MATH 499 Textual analysis of humble vs. non-humble speech MATH 499 Wreck this Calculus Book Series PEAC 120 Womens Self-Defense (two sections) Teaching/Educational Professional Development Informal Seminar at CofC: Educational Philosophies Preparing the Professoriate Program at NCSU Courses at NCSU EMS 786-Teaching in College ENG 610A-Advanced Writing for Academics Workshops: MAA ATLAST: Teaching Linear Algebra New Faculty Workshop EDTECH Education and Technology Mentoring Graduate Students for Success Felder/Brent Effective College Teaching Women in Academic Careers Conference Faculty Center for Teaching and Learning - Portfolio Workshop Campus Writing and Speaking Lecture series NCSU Leadership Program RESEARCH HONORS and AWARDS 11 invited Keynote Presentations at various conferences, political meetings 6 requests (3 accepted) to serve as scientific expert on patent infringement cases 5 requests to serve as expert from academia on Small Business Proposals 10 requests to serve as expert on NSF panels CISE-CFF-AF grant from NSF, 2011-2015 CAREER award from NSF, 2006-2011 Invited member of Women in Mathematics Committee ACM, SIAM, MAA,AAS Inside Science TV segment: Mathematicians introduce novel techniques for rating sports Teams. Nov. 19, 2012, www.insidescience.org/content/rating-sports-teams-new-ways/845 Tech Talk WRLR 98.3fm Radio Interview for Whos #1 book Runner-up for Best New Book in Computer and Information Science, 2007, Association of American Publishers (Googles PageRank and Beyond) Book (Googles PageRank and Beyond) translated into Russian, Greek, Japanese, Chinese Mathematically ranking ranking methods press release from the SIAM Connect, May 25, 2011 and appeared in over 300 blogs, online news sources, and webpages. IEEE podcast of work on Mathematically ranking ranking methods Top-cited paper from 2005-2010 for Computational Statistics and Data Analysis Two NMF algorithms appear as MATLAB built-in functions, 2008-present Two NMF algorithms appear as proc topicvector in SAS software, 2008-present Provisional Patent submitted on ranking in social networks, 2010 U.S. Provisional Patent, No.61/405,381: Ranking Twitter Users with Sports Ranking Methods. Filed October 21, 2010. Full Patent submitted on ranking in social networks, 2011 S.C. Governors Professor of the Year Finalist, 2012 G. E. Jones Distinguished Achievement Award, College of Charleston, 2005-2006 S.C. Governors Award for Excellence in Science, nominated 2008 CofCs Teacher-Scholar Award, 2011, nominated 2007, 2009, 2010 CofCs Distinguished Researcher Award, nominated 2007, 2008, 2012, 2013 AAUW Young Researcher Award, nominated 2007 Distinguished Alumni Award, NCSU, 2008 Hall of Fame, Mt. St. Marys, 2008 Player of the Year Award, 2007-2008 Conferences and Presentations Industrial Research Presentations ( Yahoo! Research. San Francisco, CA. Presentation (Oct. 18, 2005): The Nonnegative Matrix Factorization in Data Mining. ( SAS Institute, Inc. Cary, NC. Presentation (Sept. 21, 2006): Data Visualization Tools. Presentation (Sept. 20, 2005): Alternating Linear Programming for the NMF. Presentation (June 9, 2005): Alternating Least Squares Algorithms for the NMF. Presentation (Apr. 22, 2005): Algorithms for the NMF in Text Mining. Presentation (Feb. 9, 2005): Experiments with the NMF and Reuters10 Dataset. Presentation (Dec. 20, 2004): Scalability and Robustness of the NMF for Text Mining. Presentation (Nov. 18, 2004): The Nonnegative Matrix Factorization for Text Mining. Presentation (Oct. 29, 2003): Linked Data and a MFPT Alternative to LSI. ( Fortune Interactive. Raleigh, NC. Presentation (Sept. 22, 2006): Search Engine Optimization. ( Semandex Networks, Inc. Princeton, NJ. Conference (Sept. 25-26, 2006): Math. Models in Counterterrorism. Capitol Hill, DC. ( Webmasters Forum, University of Illinois at Urbana-Champaign. Presentation (Jan. 25, 2007): Googles PageRank and Beyond. ( The Boeing Company. Seattle, WA. Presentation (May 18, 2006.): The Nonnegative Matrix Factorization in Data Mining. Presentation (Jan. 23, 2003.): Markov Chains and Information Retrieval. Service Talks to Politicians ( College of Charleston, Board of Trustees Meeting. Charleston, SC. Presentation (March 20, 2014.): Ranking and Clustering: from webpages and teams to people and products. ( AMS Talk on Capitol Hill. Washington, DC. Invited Keynote (Nov. 16, 2006): The Necessity of Mathematics:From Google to Counterterrorism to Sudoku ( The National Security Agency. Fort Meade, MD. Presentation (Nov. 17, 2006.): The Nonnegative Matrix Factorization in Data Mining. ( Dept. of Energy Computational Science Graduate Fellows Conference. Capitol Hill, DC. Invited Keynote (June 22, 2005): Information Retrieval and Computing: The Big Picture. Service Talks to General or Undergraduate Audience ( College of Charleston SCAMP (SC Alliance for Minority Participation) Meeting, Charleston, SC. Presentation (Feb. 8, 2016): What can I do with a math major? ( College of Charleston Math C-MAP Camp, Charleston, SC. Presentation (June 12, 2015): What can I do with a math major? ( Mercer University Undergraduate Research in Mathematics Conference, Macon, GA. Keynote. Presentation (Feb. 21, 2015): My Life as a Mathematical Consultant. ( Mercer University Undergraduate Research in Mathematics Conference, Macon, GA. Keynote. Presentation (Feb. 21, 2015): Random Search, Ordered Results. ( Hawkes Software RTIME Conference, Charleston, SC. Presentation (March 1, 2014): Implementing Hawkes in a fast-track course. ( MAA State Dinner, Coastal Carolina University, SC, Keynote speaker. Presentation (Oct. 26, 2013): Random Search, Ordered Results: How search engines use mathematics to organize the Web. ( Kennesaw State University, Atlanta, GA, invited Infinite Horizons speaker. Presentation (Sept. 13, 2013): Random Search, Ordered Results: How search engines use mathematics to organize the Web. ( Kennesaw State University, Atlanta, GA, invited Infinite Horizons speaker. Presentation (Sept. 13, 2013): My Life as a Mathematical Consultant. ( National Museum of Mathematics, New York, NY, Grand Opening, Invited Keynote Speaker. Presentation (Jan. 2, 2013): Random Search, Ordered Results: How search engines use mathematics to organize the Web. ( Mt. Olive College, NC, Martin Lecture, Invited Keynote Speaker. Presentation (Mar. 4, 2011): Google-opoly. ( College of Charleston, SC, Math Meet, Invited Keynote Speaker. Presentation (Feb. 20, 2010): Google-opoly. ( Hamilton Institute, Maynooth, Ireland, Invited Lecturer to graduate students. Presentation (Aug. 8, 2008): Applications of Nonnegative Matrices: Ranking and Clustering. ( N.C. State University, Graduation Speaker, Physical and Mathematical Sciences. Presentation (May 10, 2008): 5 Lessons for Graduates. ( The College of Charleston, ACM student seminar. Charleston, SC. Presentation (Oct. 23, 2007): Googles PageRank and Beyond. ( The Citadel, Mathematics Department Seminar. Charleston, SC. Presentation (Oct. 16, 2007): Googles PageRank and Beyond. ( University of Illinois at Urbana-Champaign, Women in Computer Science Seminar. Presentation (Jan. 24, 2007): An Intro. to the Use of Link Analysis by Web Search Engines. ( Davidson College, Mathematics Department Seminar. Charlotte, NC. Presentation (Feb. 16, 2006): An Intro. to the Use of Link Analysis by Web Search Engines. ( University of Delaware, SIAM Student Chapter Seminar. Newark, DE. Presentation (May 5, 2005): An Intro. to the Use of Link Analysis by Web Search Engines. ( Columbia University, Inaugural SIAM Student Chapter Seminar. NY, NY. Presentation (Nov. 23, 2004): An Intro. to the Use of Link Analysis by Web Search Engines. ( Mt. St. Mary's College, Math. and Comp.Science Seminar. Emmitsburg, MD. Presentation (Apr. 19, 2004): An Intro. to the Use of Link Analysis by Web Search Engines. Academic Research Presentations ( INFORMS Annual Meeting, Philadelphia, PA, Poster (presented by Tyler Perini). Presentation (Nov. 1, 2015): The Humility Project: Text analysis for characteristic linguistic patterns. ( INFORMS Annual Meeting, Philadelphia, PA, Poster (presented by Tyler Perini). Presentation (Nov. 1, 2015): Stable Matching Problem: a survey including a new variant. ( Kenan-Flagler Business School, UNC. Basketball Analytics Summit, (presented by L. Valentino). Poster (April 15, 2015): Analyzing Injuries in the NBA. ( Carolina Sports Analytics Meeting, Furman University, SC, (presented by S. Gorman). Poster (April 11, 2015): Ranking Coaches to help predict March Madness. ( Carolina Sports Analytics Meeting, Furman University, SC, (presented by T. Sulek). Poster (April 11, 2015): Combine, Drafts, and Running Backs. ( Carolina Sports Analytics Meeting, Furman University, SC, (presented by A. Passarello). Poster (April 11, 2015): Predictability of Upsets in March Madness. ( Machine Learning Conference, Atlanta, GA. Invited Keynote. Sept. 2014. ( Carolina Sports Analytics Meeting, Furman University, SC. Poster. April 12, 2014. ( Carolina Sports Analytics Meeting, Furman University, SC. Invited Panelist. April 13, 2013. ( INFORMS Annual Meeting, Minneapolis, MN. Presentation (Oct. 8, 2013): Predicting Head-to-Head Matchups in NCAA Basketball. ( College of Charleston, Sabbatical Presentation. Presentation (Sept. 14, 2012): 2012 Consulting Projects and Clustering by Optimization. ( Neural Info. Processing Conference, Lake Tahoe, NV, Social Choice Workshop. Invited Keynote. Presentation (Dec. 8, 2012): Ranking with Optimization. ( AIM Mathematics of Ranking Conference, Stanford, CA, Aug. 18, 2010. Presentation: PageRank from 1998 to Now. ( SIAM Southeastern Sectional Meeting, Raleigh, NC, Mar. 21, 2010. Presentation: Ranking by Optimization Methods. ( MAA Southeastern State Dinner, Charleston, SC, Mar. 30, 2009. Presentation: Mathematics Everywhere: from Google to Sudoku to NCAA to Netflix. ( Tsukuba University, PhilOpt Seminar. Tokyo, Japan, Jan. 30, 2009. Presentation: The Science of Rating Items: from webpages to teams to movies. ( SEAMS Cha Cha Days. Chapel Hill, NC, Nov. 2, 2008. Presentation: Rank and Rating Aggregation. ( Hamilton Institute Workshop on Nonnegative Matrices. Maynooth, Ireland, Aug. 6, 2008. Presentation: Rank and Rating Aggregation. ( Southern Methodist University, Mathematics Seminar. Dallas, Texas, Nov. 14, 2007. Presentation: Googles PageRank and Beyond: The Science of Search Engine Rankings. ( Numerical Linear Algebra, Internet, and Large Applications. Monopoli, Italy, Sep. 11, 2007. Presentation: Clustering with the SVD. ( ILAS International Meeting. Shanghai, China, Jul. 16, 2007. Presentation: Googles PageRank and Beyond: The Science of Search Engine Rankings. ( NISS Workshop on the NMF. Raleigh, NC, Feb. 23, 2007. Presentation: The Nonnegative Matrix Factorization: a tutorial. ( Web Information Retrieval and Linear Algebra Algorithms. Dagstuhl, Germany, Feb. 14, 2007. Presentation: Clustering with the SVD and the NMF. ( Algorithms for Modern Massive Datasets. Stanford, CA, June 21-24, 2006. ( Markov Anniversary Meeting. Charleston, SC, June 12-14, 2006. Presentation: The Five Greatest Applications of Markov Chains. ( INFORMS Annual Meeting. San Francisco, CA, November 14, 2005. Presentation: The Nonnegative Matrix Factorization in Data Mining. ( SIAM Annual Meeting. New Orleans, LA, July 11-15, 2005. Invited Symposium Organizer Presentation: Introduction to Eigenvector Methods in Information Retrieval. ( SIAM Southeastern Section Annual Meeting. Charleston, SC, March 25-26, 2005. Presentation: Text Mining using the Nonnegative Matrix. ( MAA Southeastern Section 84th Annual Meeting. Raleigh, NC, March 11-12, 2005. Presentation: Information Retrieval and Web Search. ( SIAM Computational Science and Engineering Conference. Orlando, FL, Feb. 11-15, 2005. Presentation: Updating the Stationary Vector of an Irreducible Markov Chain. ( SIAM Annual Meeting. Portland, Oregon. July 12-16, 2004. SIAG-LA-sponsored symposium. . Presentation: Updating PageRank. ( The Mathematics of Web Search and Meta-Search. Bertinoro, Italy, June 19-26, 2004. Presentation: Updating and Reordering for the PageRank Problem ( World Wide Web Conference. New York, NY, May 19-21, 2004. Poster Presentation: Updating PageRank with Iterative Aggregation ( College of Charleston, Mathematics Seminar. Charleston, SC, Feb. 27, 2004. Presentation: Solution Methods for the PageRank Problem. ( Emory University, Computational Mathematics Seminar. Atlanta, GA, Jan. 30, 2004. Presentation: Updating Large-Scale Markov Chains. ( Stanford University, Computational Math Seminar. Palo Alto, CA, Nov. 17, 2003. Presentation: Updating PageRank. ( Co-Chair. Fourth International Conference on the Numerical Solution of Markov Chains. University of Illinois at Urbana-Champaign. September 3-5, 2003. Keynote Address: The Life and Work of A. A. Markov. ( Minisymposium Organizer. Search Engines, Markov Chains and Clustering. SIAM Conference on Applied Linear Algebra, College of William and Mary, July 15-19, 2003. Presentation: An Introduction to Markov-based Information Retrieval Systems. ( Co-Chair. Matrix Analysis and Applied Linear Algebra: C.D. Meyers 60th Celebration. Raleigh, NC, May 15, 2003. ( Third SIAM International Conference on Data Mining; Text Mining Workshop. San Francisco, CA, May 1-3, 2003. ( Second SIAM Int. Conference on Data Mining; Text Mining Workshop. Arlington, VA, Apr. 11-13, 2002. ( Preconditioning Techniques for Large Sparse Matrices, Tahoe City, CA, Apr. 29, 2001. Presentation: Preconditioning for Stochastic Automata Networks. Radio Interviews ( Tech Talk with Michael Kastler, Chicago WRLR 98.3FM, Apr. 21, 2012. Radio Interview: Whos #1?: The Science of Rating and Ranking. ( IEEE Spectrum Podcast with Steven Cherry, June 22, 2011. Podcast Interview: Football Rankings versus Googles PageRank. ( AirTalk, Southern California KPCC 89.3FM, Nov. 28, 2006. Radio Interview: The Science of Search Engine Rankings. RESEARCH Publications CofC Publications Books: ( Amy N. Langville and Carl D. Meyer. Whos #1?: The Science of Rating and Ranking. Princeton University Press, 2012. (253 pages, I wrote 14 of 18 chapters.) ( Amy N. Langville and Carl D. Meyer. Google's PageRank and Beyond: The Science of Search Engine Rankings. Princeton University Press, 2006. (233 pages; I wrote 11 of 12 chapters.) ( Amy N. Langville and William J. Stewart, eds. Proceedings of the Markov Anniversary Meeting. Boson Press, 2006. Journal Articles: ( Jennifer C. Wright, Thomas Nadelhoffer, Tyler Perini, Amy N. Langville, Matt Echols, and Kelly Venezia. The Psychological Significance of Humility. The Journal of Positive Psychology. 2016. To appear. ( Timothy P. Chartier, Victoria Ellison, and Amy N. Langville. The Davidson College Multi-Objective Assignment problem: a case study. 4ORThe Quarterly Journal of Operations Research, 12(4):379-401, 2014. ( Timothy P. Chartier, Kevin Hutson, Amy N. Langville, and Charles Wessell. Reducing the effect of an unequal number of games on rankings, IMAGE Bulletin of the International Linear Algebra Society, 52, 2014, p 15-23. ( Michael W. Berry, Timothy P. Chartier, Kevin Hutson, and Amy N. Langville. Identifying influential edges in a directed network: big events, upsets, and non-transitivity, Complex Networks, Dec. 6, 2013. ( Amy N. Langville and Carl D. Meyer. Do the Math: no ranking system is No. 1: why rankings are flawed. Scientific American, June 26, 2012, p. 1-3. ( Timothy P. Chartier, Erich Kreutzer, Amy N. Langville, Daniel A. Martin and Kathryn Pedings. Accounting for Ties when Ranking Items. Journal of Quantitative Analysis in Sports, to appear. ( Amy N. Langville, Kathryn Pedings, and Yoshitsugu Yamamoto. A Minimum Violations Ranking Method. Optimization and Engineering, 2011, p. 1-22. ( Timothy P. Chartier, Erich Kreutzer, Amy N. Langville, and Kathryn Pedings. Sensitivity and Stability of Ranking Methods. SIAM Journal on Scientific Computing, 2011, 33(3):1077-1102. ( Timothy P. Chartier, Erich Kreutzer, Amy N. Langville, and Kathryn Pedings,. Sports Ranking with nonuniform weighting. Journal of Quantitative Analysis in Sports, 2011, 7(3), Article 6. ( Timothy P. Chartier, Amy N. Langville and Peter Simov. March Madness to Movies. Math Horizons, April 2010: 16-19. ( Anjela Y. Govan, Amy N. Langville and Carl D. Meyer. Offense-defense approach to ranking team sports. Journal of Quantitative Analysis in Sports. 5(1), Article 4, 2009. (16 pages) ( Amy N. Langville, Michael W. Berry, Murray Browne, V. Paul Pauca, and Robert J. Plemmons. Algorithms and Applications for Approximate Nonnegative Matrix Factorization. Computational Statistics and Data Analysis. 52(1):155-173, 2007. ( Amy N. Langville and Carl D. Meyer. A Survey of Eigenvectors methods for Web Information Retrieval. SIAM Review, 47(1):135-161, 2005. ( Amy N. Langville and Carl D. Meyer. Deeper Inside PageRank. Internet Mathematics, 1(3):335-380, 2005. Book Chapters: ( Brett W, Bader, Michael W. Berry, and Amy N. Langville. Nonnegative Matrix and Tensor Factorization for Discussion Tracking, Text Mining: Theory, Applications, and Visualization, Chapman & Hall, 2009. (32 pages) ( Amy N. Langville and Michael W. Berry. Nonnegative Matrix Factorization for Anomaly and Trend Detection. Next Generation of Data Mining, H. Kargupta, J. Han, P. Yu, R. Motwani, and V. Kumar eds., CRC Press, p. 335-352, 2008. ( Amy N. Langville and Carl D. Meyer. Information Retrieval and Web Search. The Handbook of Linear Algebra. CRC Press, Chapter 63, p 1-16, 2006. Conference Proceedings: ( Timothy P. Chartier, Erich Kreutzer, Amy N. Langville, Kathryn Pedings, and Yoshitsugu Yamamoto. Mininum Violations Sports Ranking using Evolutionary Optimization and Binary Integer Linear Program Approaches. Proceedings of the Tenth Australian Conference on Mathematics and Computers in Sports. Mathsport, 2010:13-20. ( Amy N. Langville and Carl D. Meyer. Updating Markov Chains. Proceedings of the Markov Anniversary Meeting. Boson Press, 2006, 153-168. ( Philipp von Hilgers and Amy N. Langville. The Five Greatest Applications of Markov Chains. Proceedings of the Markov Anniversary Meeting. Boson Press, 2006, 229-238. ( Andre Berger, Nader Razouk, Greg Angelides, Andy Bartlett, Amy N. Langville, Zhilin Li, Craig Lipkin, Nsoki Mavinga, Elizabeth Perez, Eamonn Tweedy, Erik Wheeler. Locally Constrained Shortest Paths and an Application in Mission Planning. Proceedings of the 44th ACM Southeast Conference. ACM, Mar. 2006. (4 pages) Electronic Journal Articles: ( Amy N. Langville. Whos #1: The Science of Rating and Ranking. Mathematics Awareness Month: The Future of Prediction, April 2016, https://www.mathaware.org/mam/2016/essay/. ( Timothy P. Chartier, Erich Kreutzer, Amy N. Langville, and Kathryn Pedings. Survival of the Fittest: Evolutionary Optimization and Ranking. LOCI, to appear. ( E. Aghapour, T. Chartier, B. Kovacevich, A. Langville, K. Pedings. Googles PageRank: The Mathematics of Google. SIAM Why do Math? SIAM, 2010. ( Timothy P. Chartier, Erich Kreutzer, Amy N. Langville, and Kathryn Pedings. Google-opoly. LOCI, 2010. ( Timothy P. Chartier, Erich Kreutzer, Amy N. Langville, and Kathryn Pedings. Bracketology: How can math help? Joint Policy Board of Mathematics, Mathematics Awareness Month 2010 web page, https://www.mathaware.org/mam/2010/essays/ChartierBracketology.pdf. ( Andrew Bartlett, Timothy Chartier, Amy N. Langville, and Timothy Rankin. An Integer Programming Model for the Sudoku Problem. Journal of Online Mathematics and its Applications. MAA, (8):1-14 , 2008. ( Amy N. Langville. The Linear Algebra behind Search Engines. Journal of Online Mathematics and its Applications. MAA, (12):1-10, 2005. Technical Reports (unpublished working papers): ( Amy N. Langville, Carl D. Meyer, Russell Albright, James Cox, and David Duling. Initializations, Algorithms, and Convergence for the Nonnegative Matrix Factorization. SAS Internal Report, 2007. (10 pages) CofC Publications (done during final postdoctoral year at N.C. State University) Journal Articles: ( Amy N. Langville and Carl D. Meyer. The Use of Linear Algebra by Web Search Engines. IMAGE Newsletter, 33:2-6, Dec. 2004. ( Amy N. Langville and Carl D. Meyer. A Reordering for the PageRank problem. SIAM Journal on Scientific Computing, 27(6):2112-2120, 2006. ( Amy N. Langville and Carl D. Meyer. Updating the Stationary Vector of an Irreducible Markov Chain with an Eye on Googles PageRank. SIAM Journal of Matrix Analysis, 27(4):968-987, 2006. Conference Proceedings: ( Amy N. Langville and Carl D. Meyer. Updating PageRank with Iterative Aggregation. Proceedings of the Thirteenth World Wide Web Conference. New York: ACM Press, 392-393, 2004. Pre-CofC Publications Books: ( Amy N. Langville and William J. Stewart, eds. Proceedings of the 4th International Conference on the Numerical Solution of Markov Chains. Univ. of Illinois at Urbana-Champaign Press, Sept. 2003. Journal Articles: ( Gely P. Basharin, Amy N. Langville, and Valeriy A. Naumov. The Life and Work of A. A. Markov. Linear Algebra and its Applications, 386:3-26, 2004. ( Amy N. Langville and William J. Stewart. A Kronecker Product Approximate Preconditioner for SANs. Journal of Numerical Linear Algebra, 11(8):723-752, 2004. ( Amy N. Langville. The Kronecker Product and Stochastic Automata Networks. Journal of Computational and Applied Mathematics, 167(2): 429-447, 2004. ( Amy N. Langville and William J. Stewart. Testing the nearest Kronecker product preconditioner on MCs and SANs. INFORMS Journal on Computing, 16(3):300-315, 2004. Technical Reports (unpublished working papers): ( Norm Curet and Amy N. Langville. Applying Mathematical Programming Techniques to the Network Diversion Problem. NSA Unclassified Internal Report. R55-052-98. Sept. 1998. PROPOSALS Funded NSF RUI, Lagrangian Relaxations for Ranking and Clustering Integer Programs, 2011-2014, $399,128 NSF CAREER Award: Web Information Retrieval and a Mathematical Device Dissection Lab, $400,000 NSF Supplemental Funding: PageRank as a Random Surfer Video, $9,881 NSF Supplemental Funding: Summer student REU/REG funding, $10,000 NSF-DMS Workshop of Southeastern Clustering and Ranking Group, $11,841, August 2009 Submitted NSF RUI, Ranking and Matching under preferences, 2016-2019, $399,897 Rejected NSF CCF-AF-RUI: Ranking and Matching under Preferences, 2015 NSF FODAVA, Matrix Visualization and Ranking Algorithms, 2009 NIH, for Early Detection of Autism, 2009 American Institute of Mathematics, for Nonnegative Matrix Workshop, 2007 CofC Lowcountry Graduate Center, for Data Mining Research Center, 2008 NSF Conference on Markov Chains, 2005 SERVICE Department of Mathematics Research and Development Committee, 2014-present COMAP Math. Modeling Competition, faculty advisor, 2006-present MATH 105 Committee Member, 2006-present Advising: 26 Independent Studies 7 Student Research Groups 4 B.S. Theses 5 M.S. Theses 4 Ph.D. Theses (committee member of NCSU dissertations) 8 Summer REUs (4 NSF-funded at NCSU, 2 NSF-funded at Davidson, 2 CofC SURF) Student presentations and poster sessions (over 55 regional + international sessions) College of Charleston Women in STEM Club, faculty advisor, 2016-present Math. Dept. Recruitment, March 21, 2016 Honors College Recruitment, Feb. 6, 2016 Co-creator + Instructor First-Year Experience pairing Feminist Self-Defense, 2015 Gender and Sexuality Equity Center, 3 presentations on Self-Defense, 2015 PEAC 120 Womens Self-Defense paperwork to get course number Instructor, Womens Self-Defense PEAC 120 course, 2 sections/semester, 2013-present Co-creator, Womens Self-Defense PEAC 120 course, 2013-present Advisor for Honors Thesis, 2006, 2010, 2011 Student Affairs and Athletics Committee Member, 2006-2007 Faculty Advisor, Charity Anywhere student club, 2005-2009 Dominican Republic Trip, May 2006 Hurricane Katrina Trip, Spring Break 2007 Displaced Ugandans DC, May 2007 Habitat Builds, Charleston, 2006-2008 Alliance for Planet Earth Charleston Clean-ups, 2007-2008 Sponsor of Eco Week at CofC, 2008 Advisor for CofCs Trash audit, recycling awareness 2008, 2009 Advisor for CofCs Focus the Nation program, global warming awareness, 2008 Alliance for Planet Earth, advisor 2009-2010 Bike Share Project, sponsor, 2011-2012 SSM Sabbatical Review Committee, 2012 Teacher-Scholar Review Committee, 2013, 2014, 2015 Professional Member, INFORMS, SIAM, MAA SIAM Polya Prize Committee Member, 2016-2017 MAA Committee Member, Math Awareness Month, 2015-2016 SIAM News, Editorial Board, liaison to SIAG/LA (Linear Algebra), 2014-present Editorial Board, Complex Networks, 2013-present Women in Mathematics Committee ACM, SIAM, MAA, AAS, 2009-2011 Chair, Southeastern Ranking and Clustering Workshop, 2009 Program Committee, Numerical Solution of Markov Chains, 2010 Program Committee, World Wide Web Conference, 2008, 2009 SIAM Whydomath.org Project module, 2008-2010 Chair, Markov Anniversary Conference, June 12-14, 2006 Chair, Meyer 60 Celebration, Raleigh, NC May 2005 Math. Device Dissection Lab (see NSF CAREER proposal), 2005-present Faculty advisor, Industrial Math. And Stat. Modeling Workshops, 2005, 2006, 2007 Education Outreach Chair, SAMSI, 2006-present Webmaster for Web Mining website containing code and data files Seminar leader, Link Analysis, 2004-2005 Mini-symposium organizer, SIAM, MAA, AMS, 2004, 2005, 2006, 2007, 2008 Refereeing: ACM Experimental Algorithmics (1), 2010 ACM Transactions on Information Systems (1), 2006 Applied Mathematics and Computation (1), 2012 Applied Mathematics Letters (1), 2007 Asia-Pacific Journal of Operational Research (1), 2009 BIT (3), 2004, 2005, 2007 Columbian Journal of Statistics (1), 2012 Complex Networks (6), 2013, 2014, 2015, 2016 Computational and Applied Mathematics (1), 2009 Computational Intelligence and Neuroscience (1), 2007 Computational Optimization in Economics and Finance (1), 2010 Computational Statistics and Data Mining (1), 2008 Data Mining and Knowledge Discovery (1), 2009 Electronic Linear Algebra (1), 2004 Electronic Transactions on Numerical Analysis (1), 2007 European Performance Evaluation (1), 2005 Experimental Algorithmics (1), 2010 International Conference on Machine Learning (1), 2006 IEEE Transactions on Neural Networks (1), 2006 IEEE Transactions on Signal Processing (2), 2008, 2011 ILAS Proceedings (1), 2007 Image Processing (1), 2009 INFORMS Journal on Computing (1), 2007 Internet Mathematics (1), 2012 Linear Algebra and its Applications (4), 2003, 2005, 2006, 2012 Link Analysis book (1), 2007 Matrix Computations book by Van Loan (1), 2012 Numerical Linear Algebra (1), 2006 Numerical Solution of Markov Chains Proceedings (4), 2010 Performance Evaluation (3), 2003, 2005, 2006 Princeton University Press (6 books), 2008-present SIAM Review (2), 2006 SIAM Journal on Matrix Analysis and its Applications (3), 2006, 2006, 2007 SIAM Journal on Scientific Computing (3), 2003, 2005, 2006 Signal Processing (1), 2008 Statistical Analysis and Data Mining (1), 2008 Stochastic Models (1), 2005 Theoretical Computer Science (1), 2012 Web Algorithms Workshop (3), 2012 Web Analysis Textbook Chapter for Bing Lui, colleague at Urbana-Champaign, 2007 World Wide Web Conference 2008 (5) World Wide Web Conference 2009 (4) World Wide Web Conference 2012 (3) NSF Panels: Algorithmic, Statistical, and Mathematical Foundations of Data Science, 2016 Expeditions in Training, Research, and Development for Math and Stats, 2013 Data Mining, 2010 Foundations of Data Analysis and Visualization, 2008 Course, Curriculum, and Laboratory Improvement, 2007 Numerical Computing, 2007 Community Womens Self-Defense Instructor, 2013-present Folly Beach Trash Sweeps, 2015 Sponsor of Jenkins Orphanage Music Program, 2007-2010 Habitat for Humanity Volunteer, 2005-2009 Board Member, Chad K. Haynes Memorial Foundation, 2005-2008 Spf c {  ! % A E [ _ '(@w{|ƾh;Hh/OJQJh3OJQJh_gOJQJh;HOJQJhXOJQJh=OJQJhzVIOJQJh/OJQJh/5OJQJheh/5OJPJQJh/6OJPJQJh/ h/CJh/OJPJQJhX0&=Sp V 1$7$8$H$]`gd/ 1$7$8$H$] x1$7$8$H$]1$7$8$H$]gd/&d 1$7$8$H$P ]gd/$]^a$gd/$1$7$8$H$]a$gd/gd/V  a b c { 0 W  c (1$7$8$H$]gd/1$7$8$H$]`gd/ 1$7$8$H$]p1$7$8$H$]p^(@|11$7$8$H$]`gd/gd/gd/&d 1$7$8$H$P ] 1$7$8$H$]1$7$8$H$]`gd;H1$7$8$H$]gd/1$7$8$H$]`gdXNi ,KQ_mnp+8EF}{|o u{԰ԥޖ{{{hGoh/OJQJaJhGoh/>*OJPJQJhGoh/OJPJQJaJhy>*OJPJQJhGoh/5>*OJPJQJh]AOJPJQJh 1OJPJQJh/OJPJQJhGoh/OJPJQJhGoh/5OJPJQJ hGoh/01n-l;mno+,:Rgd/ 1$7$8$H$]1$7$8$H$]`gd/1$7$8$H$]^`gd/Rvw4V,-71$7$8$H$]gd/1$7$8$H$]^`gdy1$7$8$H$]^`gd/78Un 89EFc| ;no & p@ P !1$7$8$H$gd/ & p@ P !1$7$8$H$1$7$8$H$]^`gd/1$7$8$H$]gdyo{|  (Cn E1$7$8$H$]^`gdy1$7$8$H$]^`gd/1$7$8$H$]^`gdy1$7$8$H$]gdy1$7$8$H$]^`gd/EtuP{%P1$7$8$H$]^`gdy1$7$8$H$]gdy1$7$8$H$]^`gd/1$7$8$H$]^`gd/P,-.=>hmpq{ @ABK´ªªܪ´頖rhGohYOJQJaJhYOJQJaJh%phYOJQJaJhYOJPJQJh{OJPJQJh/OJQJaJ *hTh/OJQJaJh%ph/OJQJaJhGoh/OJPJQJhGoh/OJQJaJh/OJPJQJh%ph/OJPJQJ*-.8w+X 1$7$8$H$]1$7$8$H$]^`gdy1$7$8$H$]^`gd/1$7$8$H$]^`gd/=hABL}1$7$8$H$]^`gdY1$7$8$H$]^`gd{1$7$8$H$]gdY1$7$8$H$]^`gd/1$7$8$H$]^`gdy1$7$8$H$]^`gdyL *To1$7$8$H$]^`gdy1$7$8$H$]^`gd;vw1$7$8$H$]^`gdy1$7$8$H$]gdy1$7$8$H$]^`gd{1$7$8$H$]^gdyK)To   ] z K!˾˰˦Ձsf\hYOJPJQJh%ph[OJPJQJh;vwh[>*OJPJQJh[OJPJQJh%phq]OJPJQJh;vwhq]>*OJPJQJhq]OJPJQJh;vwh;vw>*OJPJQJh%ph;vwOJPJQJh;vwOJPJQJhyOJPJQJhl5OJPJQJh{OJPJQJh%ph{OJPJQJ#   ] n1$7$8$H$]^`gd[1$7$8$H$]^`gdq]1$7$8$H$]gdY1$7$8$H$]^`gdq]1$7$8$H$]^`gd;vw1$7$8$H$]^`gd;vw1$7$8$H$]gdy !2!L!p!!!!!! "J"x"y"""1$7$8$H$]^gdY1$7$8$H$]^`gd[1$7$8$H$]^`gdY1$7$8$H$]^`gd[1$7$8$H$]gdYK!L!i!o!p!!!!!!!J"w"x"y"""""4#a#c#f##%%%8&9&B&O&&&&&Ҿ馾霑ylblblXlXhkIOJPJQJhMOJPJQJhGoh/OJPJQJhROJPJQJhGoh/5OJPJQJh/5OJPJQJh/OJPJQJh>OJPJQJh;vwh[>*OJPJQJh_OJPJQJhyOJPJQJhYOJPJQJh%ph[OJPJQJh[OJPJQJh%phYOJPJQJ"""" #4#a#b#c#d#e###uiiii 1$7$8$H$]1$7$8$H$]^`gdq]1$7$8$H$]^`gd_1$7$8$H$]^`gd>1$7$8$H$]^`gd>1$7$8$H$]^`gd[1$7$8$H$]^`gd[ ## $'$R$`$$$$$%@%%%%%%%%%&d 1$7$8$H$P ]1$7$8$H$]gd/1$7$8$H$]^` 1$7$8$H$]1$7$8$H$]^`gd/%%%%8&&&'&'G'''9(q(((S)) & 0` P@1$7$8$H$gd/1$7$8$H$]gd/1$7$8$H$]^`gd/1$7$8$H$]^`gd/ 1$7$8$H$]&&'%''''''8(9(c(k((((())Z)))))ƹl[J<h/OJPJQJ^JaJ h,Dh/OJPJQJ^JaJ h,Dh/OJPJQJ^JaJ&h,Dh/6OJPJQJ]^JaJh,Dh/6OJPJQJhBh/5OJPJQJhT"hh/6OJPJQJhVs;h/CJOJPJQJhVs;h/OJPJQJh/6OJPJQJhVs;h/6OJPJQJh OJPJQJh/OJPJQJhGoh/OJPJQJ)))))))))*9*]****Z+s+++++++,,,,,,E-K-Q-----..ƲơƔƇƇƇƇzzpfpzzbh/h OJPJQJh]AOJPJQJhGoh/OJPJQJh1@1A111111 22232~222222393c33˺ڬڬڬڬڬڬڬڬڡړړ˺uڡڡ!h@3]h/B*CJOJQJphhUh/OJPJQJhUh/6OJPJQJh/6OJPJQJheh/6OJPJQJ heh/6B*OJQJphheh/B*OJQJphh/OJPJQJ jh/OJPJQJheh/5OJPJQJ.0>1e1112`2223b3c3334y1$7$8$H$]`gdr1$7$8$H$]^`gdr1$7$8$H$]`gd/1$7$8$H$]^`gd/1$7$8$H$]^`gd/ 1$7$8$H$]1$7$8$H$]gd/33333041424[4\4}4445L5M5N5O5P5555 66ǽǽzǽi[J hUh/5B*OJQJphheh/5OJPJQJ heh/6B*OJQJphhh/6OJPJQJh/6OJPJQJhh/6OJQJaJhrh/OJPJQJheh/B*OJQJphh/OJPJQJ jh/OJPJQJhr6OJPJQJhOJPJQJhrOJPJQJ jhrOJPJQJ404\4444M555526yfWy1$7$8$H$]gd/1$7$8$H$]^gd/1$7$8$H$]`gd/1$7$8$H$]^`gd/p1$7$8$H$]^p`gd/1$7$8$H$]^`gd/1$7$8$H$]^`gdrp1$7$8$H$]^p`gdr 66(61626366666666 7(7+7J7K7L7M77777f88ƼtcVLALVLAhj56OJPJQJhj5OJPJQJ jhj5OJPJQJ hFh55B*OJQJphh4 6OJPJQJh4 OJPJQJh5OJPJQJ jh5OJPJQJ hMhM5B*OJQJphhM6OJPJQJhMOJPJQJ jhMOJPJQJ hUh/5B*OJQJphh?f"5B*OJQJphho5B*OJQJph2666 7L777F8889jW1$7$8$H$]`gdF1$7$8$H$]^`gdF1$7$8$H$]`gdj51$7$8$H$]^`gdj51$7$8$H$]`gd51$7$8$H$]^`gd51$7$8$H$]`gdM1$7$8$H$]^`gdM 88888889999l999992:j:::::;;ιΨxkaVHakaVahoha6OJPJQJha6OJPJQJhaOJPJQJ jhaOJPJQJhoh 6OJPJQJh 6OJPJQJh OJPJQJ jh OJPJQJ hFhF5B*OJQJphhF6OJPJQJh/ROJPJQJhFOJPJQJ jhFOJPJQJ hFhj55B*OJQJphhj5OJPJQJ9L999:i:::;v;}f1$7$8$H$]^`gdop1$7$8$H$]^p`gda1$7$8$H$]`gda1$7$8$H$]^`gdap1$7$8$H$]^p`gd 1$7$8$H$]`gd 1$7$8$H$]^`gd  ;;;;;;;;;N<Z<[<\<]<<<<<<:=v=w=y=z==>>>>Ϳخ{j\K\ hUh/5B*OJQJphhGoh/6OJPJQJ hId#h/5B*OJQJph hl8h/5B*OJQJphh/6OJPJQJh/OJPJQJ jh/OJPJQJ hoho5B*OJQJphhoho6OJPJQJho6OJPJQJhoOJPJQJ jhoOJPJQJ haha5B*OJQJphv;;;/<\<<<=x==>D>>>>M???1$7$8$H$]^`gd/1$7$8$H$]`gd/1$7$8$H$]^`gd/p1$7$8$H$]^p`gdo1$7$8$H$]`gdo>b>~>>>>>>>>>>k?????? @D@E@F@G@H@@@@@@@)A8AEAHAAAAAAAAAA(B)B-BMBNBķηΩķķĝķĝď jh4 OJPJQJheh/5OJPJQJh/B*OJQJphhUh/5OJPJQJ jh/OJPJQJh/OJPJQJ!h@3]h/B*CJOJQJph heh/6B*OJQJphheh/B*OJQJph/?F@@@*AAA*B+B,BMBBCXC1$7$8$H$]^`gdMH1$7$8$H$]`gd4 1$7$8$H$]^`gd4 1$7$8$H$]1$7$8$H$]^`gd/1$7$8$H$]^`gd/ NBBCC C C C"C2C4CVCXCtCwCCCC-DJDLDMDDDDDDD@EQEZE|E~EEEEE FFFFǽxxk jhj5OJPJQJhM6OJPJQJhMhM6OJPJQJh_OJPJQJhMOJPJQJ jhMOJPJQJh 6OJPJQJh OJPJQJ jh OJPJQJhMHOJPJQJ jhMHOJPJQJh4 6OJPJQJh4 OJPJQJ'XCCDLDDD@E~EEFfFF}f1$7$8$H$]^`gda1$7$8$H$]^`gdj51$7$8$H$]^`gds1$7$8$H$]^`gdM1$7$8$H$]`gd 1$7$8$H$]^`gd 1$7$8$H$]`gdMH FfFgFFFFGGGGbGGGGGGGG"H#H$HHHHHHHIŻ߻߰ߟ߻߰}l_UIh/B*OJQJphh/OJPJQJ jh/OJPJQJ h?f"h?f"5B*OJQJphh?f"6OJPJQJh?f"OJPJQJ jh?f"OJPJQJ haha5B*OJQJphha6OJPJQJhMHOJPJQJ jhMHOJPJQJhahaOJPJQJhaOJPJQJ jhaOJPJQJhj5OJPJQJFGCGGG#HHHI.IrIII6J{J1$7$8$H$]`gd/1$7$8$H$]^`gd/1$7$8$H$]`gd?f"1$7$8$H$]^`gd?f"1$7$8$H$]`gda1$7$8$H$]^`gdaIIIII.I/I`IoIqIrIIIIIIIIIII4J5J6J7JiJzJ{JJJJJJJJJKKK+K,K-K.KdKKKKKKKKKLLLLZLʽرʠؽؽؽ hUh/6B*OJQJph hXNh/6B*OJQJphh/B*OJQJph jh/OJPJQJh/6B*OJQJphh/OJPJQJheh/5OJPJQJheh/B*OJQJph8{JJK-KKKL\LLL"MvMMMNNNNONOOO1$7$8$H$]^`gd/1$7$8$H$]^`gd/1$7$8$H$]`gd/ZL\L]LLLLLLLLLM!M"M0M1MtMvMwMMMMMMMMMM+NMNNN\N]NNNNNNNN OOOOLONOOOPOOOOOOO9PvPwPxPPheh/OJPJQJ heh/6B*OJQJph hUh/6B*OJQJphheh/5OJPJQJh/OJPJQJ jh/OJPJQJheh/B*OJQJph:O+PwPPPPQQQ,RRRSDSSS ^` ^`gd/1$7$8$H$]^`` ^` ^`gd/1$7$8$H$]^`gd/ 1$7$8$H$]PPPQ^QQQQQ+R.R/RRRRRRDSESFSSSSSSTITLTMTTTTT?UQUSUTUU V$V%VVWWWbWdWWWXXkXlXXYYYYoYYYYZ꾰꾰 h/5hGoh/H*OJPJQJh/6B*OJQJphh/B*OJQJphh/ h/PJ jh/PJ jh/OJPJQJh/OJPJQJh/6OJPJQJ>STJTTT-USUUU"VVVWeWWWT1$7$8$H$]Tgd/1$7$8$H$]^gd/1$7$8$H$]^`gd/ 1$7$8$H$]1$7$8$H$]^`1$7$8$H$]^`gd/WXRXiXXYYY]YYYZSZZwdh1$7$8$H$]^gd/dh1$7$8$H$]gd/1$7$8$H$]^`gd/1$7$8$H$]gd/1$7$8$H$]^`gd/ 1$7$8$H$]T1$7$8$H$]T^`gd/ ZZZeZZZZZZZZZZZZZ[_[`[a[b[[[\\\)\G\ó|k\MhUh/B*OJQJphheh/B*OJQJph heh/6B*OJQJphh/h/B*OJQJphh:6B*OJQJphh/6B*OJQJphh/B*OJQJphh?h/5>*OJPJQJhUh/5OJPJQJheh/5 h/5h/6OJPJQJ jh/OJPJQJh/OJPJQJZZZZZZZZZ [`[[\|1$7$8$H$]^gd/1$7$8$H$]^`gd/1$7$8$H$]`gd/ 1$7$8$H$]dh1$7$8$H$]gd/dh1$7$8$H$]gddh1$7$8$H$]^gd/ G\t\\\\\\7]Y]m]n]o]]]]]]$^&^:^<^=^е|r|dV|L|? jhB JOJPJQJhrKOJPJQJh[h[6OJPJQJh&Ah[6OJPJQJh:OJPJQJh[OJPJQJh/OJPJQJ jh/OJPJQJh_h_6OJPJQJh_OJPJQJ jh_OJPJQJhUh/5OJPJQJh?h/5>*OJPJQJhUh/B*OJQJph hUh/6B*OJQJph\w\\\\\\]\]m]]'^<^^^1$7$8$H$]`gd[1$7$8$H$]^`gd[1$7$8$H$]^`gd_1$7$8$H$]`gd/ 1$7$8$H$]]^`gd/ ]`gd/=^^^^_________N`a`z`{`a,a9a:a^a~aaaaaEbRbibbbb%c>c?cccccue jh7h/OJPJQJhmOh/6OJPJQJhYxfOJPJQJh/6OJPJQJ jh/OJPJQJh[6OJPJQJh[OJPJQJ jh[OJPJQJ jhB JOJPJQJh/ROJPJQJhB JhB J6OJPJQJh/OJPJQJhB JOJPJQJ'^_}__8`z``9aaa'bbb>cccdkd1$7$8$H$]^gd/1$7$8$H$]^`gd/1$7$8$H$]`gd/1$7$8$H$]^`gd&A1$7$8$H$]`gd[ccdGdXdjdkdldmdeAeWeXeYeeeeee f4fKfMfRf\fǺwiǂYIh"h/5>*OJPJQJh?h/5>*OJPJQJh/6B*OJQJphh/6OJPJQJhUh/5OJPJQJ heh/6B*OJQJphheh/B*OJQJphh/OJPJQJ jh/OJPJQJh/B*OJQJph h7h/6B*OJQJphh7h/B*OJQJphh7h/OJPJQJkddeXeee7fKfLf\ffg3ggghvhhhh]^`gd/ ]`gd/ 1$7$8$H$]1$7$8$H$]^`gd/1$7$8$H$]`gd/\f]fnffg&g2g3g4g5ggghhhehhhhhh÷ԭq`qSE5h?h/5>*OJPJQJhUh/5OJPJQJhUh/OJQJ^J hUh/6B*OJQJphhUh/B*OJQJph hGoh/6B*OJQJphheh/B*OJQJph jh/OJPJQJh/OJPJQJh/B*OJQJph h"h/6B*OJQJphh"h/B*OJQJphh"h/OJPJQJ jh"h/OJPJQJhhiiiiiiijj j jFjtjjjjjk;k*OJPJQJ heh/6B*OJQJphheh/B*OJQJph hUh/6B*OJQJphhUh/B*OJQJphh:h/6OJPJQJh/6OJPJQJhEh/6OJPJQJh/OJPJQJ jh/OJPJQJhioiijajjj;kkkAlzl{lllImmm 1$7$8$H$]1$7$8$H$]^gd/1$7$8$H$]^gd/1$7$8$H$]^`gd/1$7$8$H$]`gd/lllllmmmGmHmImJmmmmmmn?nZn\nnnynzn{nnnnnnùuiuXuiùKhh/OJPJQJ hEzh/6B*OJQJphh/B*OJQJphhEzh/B*OJQJphhEzh/OJPJQJ jhEzh/OJPJQJhh/OJPJQJh/6OJPJQJh/OJPJQJ jh/OJPJQJh>h>OJPJQJh>OJPJQJhOOJPJQJh>hO6OJPJQJmEnznnn?ooo;pppq;qr?rArCr1$7$8$H$]^gd/ 1$7$8$H$]1$7$8$H$]^`gd/1$7$8$H$]`gd/nn0o>oQosotouooooooooo p:p;pfppppp#q4q;q=qmqnqoq*OJPJQJhUh/5OJPJQJ hGoh/6B*OJQJphheh/B*OJQJphhh/6OJPJQJhh/OJPJQJh/OJPJQJ jh/OJPJQJ(CrDrrrr s)ssstbtwtxtttBu1$7$8$H$]`1$7$8$H$]`gd/1$7$8$H$]^`gd/1$7$8$H$]gd/ ^`gd/`gd/ ^` 1$7$8$H$]`rss)s*s+swssssss@t_tvttttttuAuEu\ucuduuu)v*v,v>v?vvvvv*OJPJQJh/6OJPJQJheh/B*OJQJphh/OJPJQJ jh/OJPJQJh/6B*OJQJphh/B*OJQJph6BuDuEu[u\ucuu*v+v>vvv*OJPJQJh h}y5>*OJPJQJh}y5>*OJPJQJh}yOJPJQJh|OJPJQJhGoh/5>*OJPJQJh/OJPJQJhGoh/5OJPJQJ }}} } } } }}}}}}5}h}}}}}~~.~f~~ ^`gd/ ^`gd\I&d 1$7$8$H$P ] 1$7$8$H$]~~~~-~.~/~f~g~v~~~~~~~~&XE5AAGcw|ƃ-\FGUVYh\IOJPJQJh `OJPJQJh `h;Hhl~hkEh`h2+ h hh~hK`hQchwhyh_h_hUh/5hOhmQ hUh/h/hs8~ &XEրB~߁ /XHw ^`gdK` ^`gdsgd/ƃ-\Vх ;tAqއ'5` ^`gd/gd/Y_"*<=gzÉ>Nsˊ-34[Ƌ >BgȟD{ҍٍ<Nz؎ގN%;NTZh2+ h&hs8hhsh/h@Y#=gĉ>t̊4[Nj >h͌Egd/ ^`gd/O)NǏ"sѐ;WXYd ^`gd2+ gd/ZdfKOVY\`h_h_2h2+ h/hUh/5 PSVY\_` ^`gd2+ .:p// =!"#$% 666666666vvvvvvvvv666666>6666666666666666666666666666666666666666666666666hH6666666666666666666666666666666666666666666666666666666666666666666666666662 0@P`p2( 0@P`p 0@P`p 0@P`p 0@P`p 0@P`p 0@P`p8XV~_HmH nH sH tH H`H vNormal CJOJ PJ QJ _HmH sH tH P@P v Heading 1$1$7$8$@&H$CJOJPJQJX@X v Heading 2$1$7$8$@&H$]5OJPJQJDA D Default Paragraph FontZi@Z  Table Normal :V 4 l4a _H(k (No List T>@T vTitle$1$7$8$H$]a$5CJ OJPJQJ@B@@ v Body TextB*OJQJphB'`B T0Comment ReferenceCJaJ8@"8 T0 Comment TextaJNo1N T0Comment Text CharCJOJ PJ QJ aJHj@!"H T0Comment Subject5CJ\aJZoQZ T0Comment Subject Char5CJOJ PJ QJ \aJD@bD T0 Balloon TextCJOJQJaJNoqN T0Balloon Text CharCJOJPJ QJaJPK!pO[Content_Types].xmlj0Eжr(΢]yl#!MB;.n̨̽\A1&ҫ QWKvUbOX#&1`RT9<l#$>r `С-;c=1g~'}xPiB$IO1Êk9IcLHY<;*v7'aE\h>=^,*8q;^*4?Wq{nԉogAߤ>8f2*<")QHxK |]Zz)ӁMSm@\&>!7;wP3[EBU`1OC5VD Xa?p S4[NS28;Y[꫙,T1|n;+/ʕj\\,E:! t4.T̡ e1 }; [z^pl@ok0e g@GGHPXNT,مde|*YdT\Y䀰+(T7$ow2缂#G֛ʥ?q NK-/M,WgxFV/FQⷶO&ecx\QLW@H!+{[|{!KAi `cm2iU|Y+ ި [[vxrNE3pmR =Y04,!&0+WC܃@oOS2'Sٮ05$ɤ]pm3Ft GɄ-!y"ӉV . `עv,O.%вKasSƭvMz`3{9+e@eՔLy7W_XtlPK! ѐ'theme/theme/_rels/themeManager.xml.relsM 0wooӺ&݈Э5 6?$Q ,.aic21h:qm@RN;d`o7gK(M&$R(.1r'JЊT8V"AȻHu}|$b{P8g/]QAsم(#L[PK-!pO[Content_Types].xmlPK-!֧6 -_rels/.relsPK-!kytheme/theme/themeManager.xmlPK-!!Z!theme/theme/theme1.xmlPK-! ѐ'( theme/theme/_rels/themeManager.xml.relsPK]# ` ,KK!&).368;>NBFIZLPZG\=^c\fhlnry~YZ`JNTX[_`cegikmoqsuwz|~V (1R7oEL "#%)-04269v;?XCF{JOSWZ\^kdhmCrBuy}~`KLMOPQRSUVWYZ\]^abdfhjlnprtvxy{} OLE_LINK1 OLE_LINK3HHbI,Jbiz nt-3lr q!x!*"1"""$$ %%))U4Z444449999;;8=====LBSBBBdClCDD+F3FJJ&N3NR!RTTU UzUUIVQVYV_VVV7W?WGWMWXXXXUY\YbYlYYYZZZZZZZZL[T[q[v[[[[[\\\\____``a aaa)a0aaabbQcWc^cgcccccccccccVe^eeeeeefff%f,fffffffff'g.g0gFbnc h K!R!% %) * *^*,!,P--4... /11i2t233^44{55636666K7u7w788H8}888R9T9999999y::4;:;h>>>???/CcCDEFFFFGGyHHI.I0JDJJJFK`KKKLLM!M_MMMMNNPPwQyQRRRRR S7SSSBTETGTuTwTT U6U7UZU,V0VVVVW~WW8X@X'ZDZvZ{ZZZZZZ=[\\\H\I\_\m\\\]H]L]]]^^;^?^_'___oaaaavbbbbbcc:cAd_dddeeEf[fefgfnfyfffgghhhhi$i.i0ioiiijj1jjkPkvkkkl?lglklllmmmmo:ofojoo ppprppp\q}qhvnv{{~b:::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::55\88^8`5o(. ^`hH.  L ^ `LhH.   ^ `hH. xx^x`hH. HLH^H`LhH. ^`hH. ^`hH. L^`LhH.5g        KJ&A%l5F2+ @[={ o}y/ ?f"5j5s8]AMHkIzVI\IB J7KrK/Rq] `K`Yxf_gis;vw 1 [M~ G3kEQcYr;H|_l~O:mQR`>s>#XOy_4 _2&7a/ wX`b@L1L13z6L1L1``@Unknown G*Ax Times New Roman5Symbol3 *Cx ArialEcmti10Cambria;[xPHelveticaCcmr10CambriaO oAmerican TypewriterC  PLucida GrandekMTimesNewRomanPSMTTimes New Roman3TimesA$BCambria Math"AhbE&_uFuF24`?v2 ,Amy NTony Lessington CofCAmy N Langville  Oh+'0d   D P \ ht|'Amy NTony Lessington CofC Normal.dotmAmy N Langville253Microsoft Macintosh Word@T@F @ @.rbuGPICTb HHb bHHbb-ZwkZkZwo{Ro{g9wo{o{kZo{^ZZs-wJRNsZsRo{kZVR9JR9VRR9^%{s{{w{wc{{%ZRRccRZ^ZVo{ZNscs{w,^Vg9cg9ccg9g9c^cc^cg9co{%{wo{sw{wg9ssws{)o{skZco{o{wo{kZkZcsco{o{kZkZ+wskZkZg9^{kZwo{kZg9kZo{o{kZg9{'o{kZ{kZ{wkZs{o{kZo{o{s'g9c^^c Zsg9g9kZg9^kZo{ w{sw{ss{wss{Z^o{^g9kZZVg9kZ{{ wkZso{w{swsw! wRJRBg9g9Zg9Z=ZNsww{{ޯmkZg9so{g9so{so{kZ so{so{g9o{s^skZg9so{kZo{o{wg9kZo{wo{kZo{so{skZskZcckZwcc^ksscg9cg9o{g9o{g9kZg9o{co{wkZg9kZkZo{wckZkZg9cskZ^g9wo{o{g9kZg9kZg9g9wo{kZkZo{kZo{lsg9g9ss{w{g9 {{so{w{o{o{{{s{{o{wwsw{{{w{o{o{{o{s)kZg9kZ^skZVZ^^Z^Vo{V^cZVcZ{cc^ZkZkZ^Z^Z^o{^^Vg9kZcZkZZ cwccZo{kZ^^kZEkZsws{s{wwwws{ws{{a c^VVZ^wZRVZZV^kZg9kZVRRVJRkZZVVg9^VZVRR^Vc^^ZZRZcM{{w{w{w{{w{ww{ww{{kZ^Vc^kZscg9kZc^c^g9kZg9kZc^c ^o{wZ^g9^c^g9o{^ckZZo{s^^VkZkZR{g9^ZZcZo{g9sVcZcco{u {{w{w{w{w{{{kZw{w{w{w{ w{{{{{{w{w{w{w{{{w{sg9ZskZkZg9.kZg9kZco{cckZkZo{g9cwg9cg9ckZg9o{g9kZ^g9o{g9g9^kZkZsg9g9kZkZg9c{kZVkZo{o{kZVVse{o{ws{wg9kZo{ swo{skZo{o{so{{o{o{so{so{ wo{kZo{{wo{o{sso{{o{{{ww5 kZg9o{sswsg9o{g9ws o{s{kZo{so{o{ss9kZkZg9cg9g9wg9^cg9kZg9cckZkZwg9cg9cg9kZ{`swsss{w{{so{o{{ws{wwsswo{ww{{{kg9ccwc^NsZ^VZZV^{^V{^g9wZVcg9cg9kZZ Rsc^ZkZo{ccs{cRZcZVZZ{w{=sZRc^NsV^cg9^Ro{ZNsZZg9VVRNsVBRNskZ;g9o{g9kZso{ssg9ccwsg9kZg9o{kZwwkZkZckZww\ wso{o{{wsswwsw{ss{ww{{wwsswwo{wi g9o{^Zo{cg9o{kZkZcg9g9VkZZ^VZkZZRZVV^g9Z^VVZo{cV ZVg9kZ^g9o{sZkZckZU ww{o{kZwkZo{{{www{www{wssw{{swwm2ZsJRNs9kZF1F1kZJRZNsBR^R^Rg9g9ZRVVNsg9^^ZZVZg9g9ZVVRZVRo{g9VVZo{Zcg9{%{{{{{{{_"g9ZkZ^wZc^ZkZ^c^g9g9^cckZ^Zccg9^o{ckZ^ckZw^cc^ccsw^VkZ[{w{wg9kZwsww{w{{swwss{wwsws{{wswo{swwsww{{I kZ^sV^ckZo{o{g9kZ skZZwkZZZkZg9so{kZo{skZZ^g9IwkZwkZs{so{ kZwkZo{kZwso{o{{so{wkZsg9kZo{wo{sa%swswswsg9o{wso{{o{swwkZwsswso{{g9wswwo{so{o{wwg9so{g9g9s_o{c^cg9cscg9g9kZwo{o{^^cg9sg9kZkZ^skZcc^g9o{kZg9cckZwckZkZccsMs{ww{o{w{w{wwwwo{swsl o{ZNsZVZVkZZ^NsZ^s^ZNsRVRZVkZwg9VZRRJRZg9^V ^kZkZZRV^Zc^^g9g9ZG{w{{{{{w{{w{{sswd g9^VNsVZRsVcR^VRVVkZVsVZRckZZo{ZRZVZVo{ZVZg9^^R^V{kZZ{s{{ukZZcg9^g9o{cg9ZckZkZ^^cg9scckZg9^g9swcg9ckZckZg9ccg9cco{^kZVg9c{kZkZR^wcVVg9k{{swswwsws{wo{o{wswssww{{swwsg9o{sso{wo{o{wwsw{{KkZco{g9{o{g9g9o{^o{o{ssg9o{kZo{g9o{g9g9kZw^Zg9so{Z^cG{o{sso{o{ssg9kZkZg9o{kZg9g9kZkZg9o{sg9o{kZswswo{I o{wswwso{{o{o{ww{w{sswsws{ss{o{o{w{Oo{cVNsRNsVNswZNsRVkZcJRF1ZRNsVVR 9VRkZF1NsVR5RBg9{{{{{= o{^o{wVso{kZo{skZskZo{ kZso{kZ^ckZsg9^Z=wo{g9{ckZo{kZVso{kZ^kZkZg9kZkZg9wo{kZo{o{kZo{5sg9{{o{ss{o{{sww{o{kZo{o{wkZkZg95wg9^sc^g9sZV^cZc{kZ^ckZkZg9^Z-{{{wswwo{{sww{3kZVZNsRVRVwg9Rg9{g9VVso{ZVZo{#w{{w{w{{w+g9cZ g9Z^w{^RZckZVRZֽ{{w{{{޺7g9kZccg9g9wZcg9g9o{co{kZ^Rcg9g9^RR5wwsso{o{{o{o{kZso{s{swssw{sw0o{swg9g9ss{kZg9{o{g9^^co{cs1kZg9c{kZccg9wo{kZkZo{kZg9o{sg9skZwSwwsw{{o{wo{kZss{o{{{{{s{ s{kZo{o{wo{o{wo{U&kZkZZ^ZVw^Z^cR^kZg9^cZcVRZcs^ccVZcwc^ckZkZ^o{^+{s{wwsw{wswws{w{޽-kZRkZ^{g9cc{{kZVVssZ^o{s-ws{s{{{{w{{w{ww{޽/sg9cg9o{ccZcVkZg9c{Zg9ZkZ){g9{{ww{{w{w{w{{޽U&g9^g9kZo{ckZskZg9g9o{kZg9ckZkZ^kZkZo{skZo{kZkZg9g9{kZZVZo{g9kZkZg9cKwwo{wsso{wo{so{kZ{wo{so{wswo{swkZwso{o{sskZo{UkZo{o{skZo{sso{sw{csg9o{ss{wswo{swo{kZcg9kZwo{wwso{Uwg9^g9 cw^kZ^g9kZ{o{g9^cg9g9kZskZo{^o{ckZwo{g9kZwcg9kZ^g9g9 ՜.+,0 hp  U'CofCF Amy NCharleston, SC 29401 EDUCATION GRANTS and FELLOWSHIPS  TEACHING " Conferences and Presentations Title Headings  !"#$%&'()*+,-./0123456789:;<=>?@ABCDEFGHIJKLMNOPQRSTUVWXYZ[\]^_`abcdefghijklmnopqrstuvwxyz{|}~Root Entry F b1Table0WordDocument0,SummaryInformation(DocumentSummaryInformation8CompObj` F Microsoft Word 97-2004 DocumentNB6WWord.Document.8