Active research topics
| MCDM Framework for Marketing | Creating the reputation index model based on Information and Communication Technologies for universities, companies and | |
| E-Reputation and Social CRM | Creating the reputation index model based on Information and Communication Technologies for universities, companies and job sites. | This project is partly supported by Istanbul Medeniyet University, Scientific Research Program |
| Data Mining on Social Networks | International Research Project. UT Dallas, dept. of Computer Science, Data Mining Lab is partner of the project. | Project is partly supported by Istanbul Medeniyet University, Research Projects Department, under project number SUA-2013-435 |
| Preparing Turkish Encyclopedia on Computer Science | Self supported http://www.bilgisayarkavramlari.com | Trying to cover all Information Technology and Computer Science related topics (more than 1,200 topics and more than 5,000 comments by the start of 2013) |
Previous Projects
| 2016 – 2017 | Vodafone Turkey | Data Mining and Machine Learning Training program prepared and delivered to several project groups working on big data, smart home, CRM, customer churn analysis, campaign and promotions, marketing (courses prepared in 2016 and delivered in January 2017) | Completed |
| 2016- Cont. | Kontra Digital Services | Developing and Optimizing advertisement recommendation system for mobile users. | Completed |
| 2015-2015 | Havelsan Data Mining Project via Rapid Miner | Supported by Havelsan, | Completed |
| 2015 – 2016 | Developing a decision support system for e-trade platform to collect peripheral data and process sentimental analysis on big data environment (Spark + MLLib and Mahout) | Supported by The Scientific and Technological Research Council of Turkey (TUBITAK) – 1501 in collaboration with Çiçek Sepeti, Project No. 3150106 | Completed |
| 2015 – 2015 | TUBITAK TUSSIDE (Gebze) Big Data Training Project | Supported by Turkish National Science Foundation TUSSIDE, | Completed |
| 2015 – 2015 | TUBITAK TUSSIDE Database Training Project | Supported by Turkish National Science Foundation TUSSIDE, | Completed |
| 2015 – 2016 | Social Media Campaign | Supported by the Turkish Ministry of Youth and Sports, | Completed |
| 2013 -2016 | Social Web Mining and Business Intelligence | Supported by Istanbul Medeniyet University, Research Projects Department under project number SBA-2014-, | Completed |
| Patent Application | Back to back connecting USB data encryption and compression device. Project is partly supported by The Scientific and Technological Research Council of Turkey (TUBITAK) |
Completed and Patent Achieved | |
| 2013 – 2014 | Web based Reputation for Turkish Universities | Supported by Istanbul Medeniyet University, Research Projects Department under project number SUY-2013-450 | Completed |
| 2013 | The Impact of Employment Web Sites’ Traffic on Unemployment: A Cross Country Comparison | Supported by Istanbul Medeniyet University, Research Projects Department under project number SUY-2013-437 | Completed |
| 2012 – 2013 | Stream Mining Analysis on Blogs and Web Comments | University of Texas at Dallas, computer science department, Supported by YOK Post-Doc research support | Completed |
| 2013 | Sentimental Analysis on Streaming Blogs and Twitter | at University of Texas at Dallas, computer science department, Supported by YOK Post-Doc research support | Completed |
| 2012 – 2013 | Economy news and stock market correlation for Turkey | at University of Texas at Dallas, computer science department, Supported by YOK Post-Doc research support | Completed |
| 2012 – 2013 | Data Mining Applications on Engineering Problems | Supported by Istanbul University Research Project Department under project number YADOP 27254 | Completed |
| 2012 – 2013 | Solving Statistical Optimisation Problems via Artificial Intelligence | Supported by Istanbul University Research Project Department under project number UDP 24502 | Completed |
| 2012 – 2012 | Post Doctoral Research | Supported by Higher Education Council of Turkey (YÖK) | Completed |
| 2012 – 2012 | Estimation of Elastic Modulus of Intact Rocks by Artificial Neural Network | Supported by Istanbul University Research Project Department under project number BYP 23343 | Completed |
| 2011 – 2012 | Solving Statistical Optimisation Problems via Artificial Intelligence | Supported by Istanbul University Research Project Department under project number YADOP 16728 | Completed |
| 2006 – 2008 | LcWaikiki – TEMA Tekstil | Training and Testing the profesional qualification of information technology department personal | Completed |
| 2005 | Payment Tracking and Budget Control Software | Eksioglu Insaat | Completed |
| 2005 – 2010 | Temporal Logic Modelling for Turkish Natural Language | Department of Computer Engineering, Yildiz Technical University | Completed |
| 2005 – 2007 | Turkish Speaking Search Engine (TuSSE) | PhD. Research Alterantive in Yildiz Technical Univeristy, Department of Computer Engineeringhttp://www.shedai.net/tusse/ | Switched to Turkish Temporal Logic & NLP |
| 2003 – 2004 | Social Impacts of Egovernment in Turkey | Istanbul Technical University, Institute of Social Sciences http://www.shedai.net/e-devlet/egov.htm | Completed |
| 2002 – 2004 | Student Registration System | Yeditepe University, department of Computer Science and Engineering | Completed, Live Run in Faculty for 3 Semesters |
| 2002 – 2003 | TuJA – Turkish Natural Language to JAVA | Yeditepe University, Department of Computer Science and Engineering http://www.shedai.net/~tuja/ | Completed |
| 2000 – 2004 | Turkish Speaking Assistant TuSA | Yeditepe University, Department of Computer Science and Engineering, Artificial Intelligence Lab. http://www.shedai.net/tusa/ | Completed |