基本信息
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职业迁徙
个人简介
OBJECTIVE
A researcher position in a research-intensive environment to contribute to the discovery and development of new ideas and new
technologies in clustering, dynamic clustering, data visualization, classification, information retrieval, machine learning, real time
intelligent recommender systems, and personalization with opportunities to support others, especially women, in computer
science and engineering field.
SUMMARY OF SKILLS
• Hands-on experience in software development and programming.
• Knowledge of web mining, algorithms, artificial intelligence, machine learning, genetic programming, multi-agent systems,
natural language processing.
• Ability to work well both independently and in team environment as a leader or a member.
• Goal oriented and hard working individual determined to succeed.
EDUCATION
• University of Louisville, Louisville, KY, USA
PhD in Computer Engineering and Computer Science, working with Prof. Olfa Nasraoui
Expected in 2010
GPA 4.0/4.0
• Middle East Technical University, Ankara, Turkey
M.S in Computer Engineering
B.S in Computer Engineering
B.S in Mathematics (Double Major)
June 2005
June 2002
June 2002
EXPERIENCE
• Microsoft Research July 2008 – October 2008
Research Intern
Web usage mining of the Live Search (http://www.bing.com/) logs using C# and T-SQL.
• Yahoo! Inc. May 2007 – August 2007
Engineering Intern
Improvement of Yahoo! Sponsored Search, Editorial and Advertiser Systems with data mining methods, using Java,
XML, scripting, Eclipse and database applications.
• University of Louisville Department of Computer Engineering and Computer Science August 2005 – present
Knowledge Discovery and Web Mining Lab
Research Assistant
Dynamic Clustering and dynamic data visualization using swarm intelligence with C and Gnuplot.
Simultaneous clustering and data visualization using swarm intelligence with C and Gnuplot.
Search engine based recommender system, implemented using Nutch, Tomcat, Squid (Team work).
Mining user profiles using genetic programming with Java (Team work).
Validation and evaluation of user clusters/profiles with C and bash scripting.
Class projects on: Multi-agent client-side personalization for the Web, using C; Experimental design analysis for the
effects of factors and their interactions on the quality of user profiles; Spam e-mail detection with regression, decision
trees and neural networks using SAS and Weka; Clustering noisy data with K-means, DBScan and MakeDensityBasedClusterer
using Matlab and Weka; Robot behaviors, including reinforcement learning, using LEGO Robotic Invention
System 2.0 kits and Handy Board Microcontroller Units with IC; Grid computing (Alchemi) and MPI programming.
Teaching Assistant
CECS 121 Program Design in C
• Middle East Technical University Department of Computer Engineering
Assistant
Masters thesis on tree encodings for evolutionary computing.
December 2002-August 2005
1/4
2/4
Graduation project on Multi-Agent A* Search on maze domain.
Class projects on: Reinforcement Learning (Q-Learning); Neural Networks such as SelfOrganizing
Maps, Feed-Forward Shunting Network, Back Propagation for Multi-Layer
Perceptron; Natural language processing (part-of-speech tagging for Turkish); Windows
remote command line service using C++ (Team work).
Studies on design, solution, evaluation and complexity analysis of algorithmic problems.
Teaching experience as a teaching assistant for: CEng111 Scheme programming and
Introduction to Computer Engineering; CEng140 C Programming; CEng561 Artificial
Intelligence; CEng334 Operating Systems.
• The Scientific and Technical Research Council of Turkey (TÜBİTAK)
Turkish National Academic Network and Information Center (ULAKBİM), Researcher
Implementation of a book sales system using HTML, PHP, Perl.
August 2002-December 2002
• TÜBİTAK National Informatics Olympiad, Technical Committee Member
Design, solution and evaluation of algorithmic problems in the scope of International
Olympiad in Informatics.
December 2002-2004
• TÜBİTAK National Informatics Olympiad Summer and Winter Camps
Assistant
Teaching C and algorithms; design, solution and evaluation of algorithmic problems in
the scope of International Olympiad in Informatics.
Summer 1999-2004
January 2000-2005
• Summer Internship in TÜBİTAK-BAYG
Solution and computational complexity analysis of algorithmic problems.
Summer 2001
• Summer Internship in METU Informatics Institute
Programmer
Implementation of a test tool using Rational Rose, Java, Java Applet, Java Servlet,
HTML, JDBC, PostgreSQL.
Summer 2000
HONORS
• NSF travel fellowship to attend ICDE 2010 March 2010
• Best graduate poster at the Kentucky Women in Computing Conference February 2010
• Google WSDM and WAW Conference Grant and Travel Award 2 recipients worldwide February 2009
• Quoted on Microsoft Research Webpage http://research.microsoft.com/en-us/jobs/default.aspx 2008-present
• IEEE Outstanding CECS Student Award, University of Louisville April 2008
• Yahoo! Sponsored Search Contest 1st
Team Degree August 2007
Immortalized in the Panamaniac Hall of Fame
• Selected for Turkey Team Deputy Leader at X. Balkan Olympiad in
Informatics
Represented the country June 2002
• METU Department of Computer Engineering First Rank in Fall Semester 1999
• TÜBİTAK National Mathematics Olympiad Regional Degree 1996
• Trabzon Swimming Contest Among High School Students 1st
Team Degree 1996
• TÜBİTAK National Chemistry Project Competition Degree Finalist and Mansion 1995
• Milliyet Knowledge and Culture Competition Turkey Finalist and 8th Degree 1994
• National Poetry Competition About GAP Turkey Finalist and 1st
Degree in State 1994
• Milliyet Knowledge and Culture Competition 1st
Degree in State 1990
• Grants/Scholarships for
Grace Hopper Celebration of Women in Computing 2008-2009
Reasoning Web 2008
Compulog/ALP Summer School on Logic Programming 2008
CRA-W Grad Cohort 2006-2008
Google Workshop for Women Engineers
研究兴趣
论文共 10 篇作者统计合作学者相似作者
按年份排序按引用量排序主题筛选期刊级别筛选合作者筛选合作机构筛选
时间
引用量
主题
期刊级别
合作者
合作机构
Swarm intellilgence for clustering dynamic data sets for web usage mining and personalization (2011)
COLLABORATECOM '10: Proceedings of the 2010 6th International Conference on Collaborative Computing: Networking, Applications and Worksharing (CollaborateCom 2010)pp.1-10, (2010)
COMPUTATIONAL INTELLIGENCE: COLLABORATION, FUSION AND EMERGENCE (2009): 639-672
IEEE Transactions on Knowledge and Data Engineeringno. 2 (2008): 202-215
Tools with Artificial Intelligence, 2008. ICTAI '08. 20th IEEE International Conference (2008): 539-546
FROM WEB TO SOCIAL WEB: DISCOVERING AND DEPLOYING USER AND CONTENT PROFILES (2007): 82-101
作者统计
合作学者
合作机构
D-Core
- 合作者
- 学生
- 导师
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