• When the world gets smaller, the data gets bigger. (Teradata)
  • Data is not information, information is not knowledge, knowledge is not understanding, understanding is not wisdom. (Clifford Stoll)



  • Akcayol M.A., Utku A., Aydogan E., Mutlu B., "A weighted multi-attribute-based recommender system using extended user behavior analysis", Electronic Commerce Research and Applications, Vol.28, pp.86-93, 2018.
  • Dorterler M., Bay O.F., Akcayol M.A.,"A modified genetic algorithm for a special case of generalized assignment problem", Turkish Journal of Electrical Engineering & Computer Sciences, Vol.25, pp.794-805, 2017.
  • Ay S., Akcayol M.A., "A Comprehensive Analysis of Architectures and Methods of Real-Time Big Data Analytics", Lecture Notes on Information Theory, Vol. 5(1), pp.7-12, 2017. (Selected from 4th International Conference on Electrical and Electronics Engineering).
  • Ozyurt B., Dogru I. A, Akcayol M. A.,"Analyzing the Route Cache Timeout Parameter of DSR Protocol in Mobile Ad Hoc Networks", International Journal of Computer and Communication Engineering, Vol. 6 (1), pp. 40-48, 2017.
  • Baker M.B., Akcayol M.A., "Priority Queue Based Estimation of Importance of Web Pages for Web Crawlers", International Journal of Computer and Electrical Engineering, Vol. 9(1), pp.330-342, 2017. (Selected from 3rd International Conference on Computer and Information Technology)
  • Simsek M., Doga N., Akcayol M.A.,"A New Packet Scheduling Algorithm for Real-Time Multimedia Streaming", Network Protocols and Algorithms, Vol.9(1&2), pp.28-47, 2017.
  • Utku A., Akcayol M.A.,"A Comparative and Comprehensive Review of Learning and Adaptive Recommendation Systems", Erciyes University Journal Of Institue of Science and Technology, Vol: 33, No: 3, pp.13-34, 2017.
  • Mutlu B., Sezer E. A., Akcayol M.A.,"A Fuzzy Approach to Determine the Quality of Automatic Summaries", The 5th International Fuzzy Systems Symposium 2017 (FUZZYSS'17), Turkey, 14-15 October, 2017.
  • Gudekli N., Akcayol M.A.,"Assembly Inspection in Aircraft Manufacturing Using Augmented Reality Technology", 3rd International Conference on Computer and Information Technology (ICCIT2017), Izmir, 12-14 April, 2017.
  • Baker M.B., Akcayol M.A.,"Priority Queue Based Estimation of Importance of Web Pages for Web Crawlers", 3rd International Conference on Computer and Information Technology (ICCIT2017), Izmir, 12-14 April, 2017.
  • Senol A., Karacan H., Akcayol M.A.,"Genetic Algorithm and Fuzzy Logic Based Flexible Querying in Databases", 4th International Conference on Electrical and Electronics Engineering (ICEEE 2017), Ankara, 08-10 April, 2017.
  • Ay S., Akcayol M.A.,"A Comprehensive Analysis of Architectures and Methods of Real-Time Big Data Analytics", 4th International Conference on Electrical and Electronics Engineering (ICEEE 2017), Ankara, 08-10 April, 2017.
  • Kansu Y., Mutlu B., Utku A., Akcayol M.A.,"An Efficient Multi-Threaded Web Crawler Using HashMaps", 4th International Conference on Electrical and Electronics Engineering (ICEEE 2017), Ankara, 08-10 April, 2017.
  • Sevri M., Karacan H., Akcayol M.A.,"Crime Analysis Based on Association Rules Using Apriori Algorithm", 4th International Conference on Electrical and Electronics Engineering (ICEEE 2017), Ankara, 08-10 April, 2017.
  • Bahar N., Akcayol M.A., "Improvement of Realization Quality of Aerospace Products Using Augmented Reality Technology", 18th International Conference on Virtual and Augmented Reality (ICVAR2016), Vol.10(1), pp.18-21, Singapore, 07-08 Januray, 2016. (Selected Paper)
  • Tanriverdi M., Akcayol M.A., "Context-Aware Decision Making System for Mobile Cloud Offloading", International Journal of Computer Networks & Communications, Vol.7(6), pp.69-85, 2015.
  • Utku A., Karacan H., Yildiz O., Akcayol M.A.,"Implementation of a new recommendation system based on decision tree using implicit relevance feedback", Journal of Software, Vol.10(12), pp.1367-1374, 2015.
  • Gozudeli Y., Karacan H., Yildiz O., Baker M.R., Minnet A., Kalender M., Ozay O., Akcayol M.A., "A New Method Based on Tree Simplification and Schema Matching for Automatic Web Result Extraction and Matching", The International MultiConference of Engineers and Computer Scientists 2015 (IMECS 2015), Hong Kong, 18-20 March, 2015.
  • Gozudeli Y., Yildiz O., Karacan H., Baker M.R., Minnet A., Kalender M., Ozay O., Akcayol M.A., "Extraction of Automatic Search Result Records Using Content Density Algorithm Based on Node Similarity", The International Conference on Data Mining, Internet Computing, and Big Data (BigData2014), Asia Pacific University of Technology and Innovation (APU), Kuala Lumpur, Malaysia, 17-19 November, 2014.
  • Simsek M., Yoldas M., Bulut A., Dogru I.A., Akcayol M.A., "Develop a 3G Based Remote Controlled Car", Journal of the Faculty of Engineering and Architecture of Gazi University, Vol.27(1), pp.135-142, 2012.
  • Kocaoglu R., Akcayol M.A., "A Scalable Routing Protocol for Wireless Mesh Networks", Journal of the Faculty of Engineering and Architecture of Gazi University, Vol.27(4), pp.891-899, 2012.
  • Dener M., Akcayol M.A., Toklu S., Bay O.F., "Genetic Algorithm Based a New Algorithm for Time Dynamic Shortest Path Problem", Journal of the Faculty of Engineering and Architecture of Gazi University, Vol.26(4), 2011.
  • Baker M.R., Akcayol M.A., "A Survey of Multicast Routing Protocols in Ad-Hoc Networks", Gazi University Journal of Science, Vol.24(3), pp.451-462, 2011.
  • Kocaoglu R., Akcayol M.A., "Performance Analysis and Solutions for Wireless Mesh Networks", Journal of Informatics Technologies, Vol : 4, No : 3, pp .1-12, 2011.
  • Ates V., Akcayol M.A., "Prediction Based Handover Algorithms in Wireless Networks", Journal of Informatics Technologies, Vol: 3, No: 3, pp.27-36, 2010.
  • Toklu, S., Akcayol M.A., "Congestion Control in WAP Traffic and Transport Layer Protocols", Journal of the Faculty of Engineering and Architecture of Gazi University, Vol.24(3), pp.397-408, 2009.
  • Toklu, S., Akcayol M.A., "Congestion Control and Transport Layer Protocols for WAP Traffic", Journal of the Faculty of Engineering and Architecture of Gazi University, Vol.24(3), pp.397-408, 2009.
  • Inal K., Akcayol M.A., "Application of GSM Based Smart Home", Journal of Informatics Technologies, Vol: 2, No: 2, pp.37-43, 2009.

  • Simsek M., Toklu S., Akcayol M.A., Soncul H., Ergun M.A., "A Comprehensive Analysis of E-Government Studies in Turkey, Problems and Suggestions", The IADIS WWW/Internet 2009 Conference, pp.175-179, November 19-22, 2009, Rome, Italy.

  • Simsek M., Akcayol M.A., "A Heuristic Routing Protocol and Congestion Control at Wireless Networks", Journal of the Faculty of Engineering and Architecture of Gazi University, Vol.23(1), pp.57-63, 2008.

  • Unal M., Akcayol M.A., "Secure Routing Protocols in Wireless Networks", Journal of Informatics Technologies, Vol: 1, No: 3, pp.7-13, 2008.

  • Dogru I.A., Simsek M., Akcayol M.A., "A Mobility Management Protocol on Mobile Ad-Hoc Networks", Gazi University Journal of Polytechnic, 11(4), pp.313-318, 2008.

  • Simsek M., Akcayol M.A., "Secure Routing Protocols in Wireless Networks", Journal of Informatics Technologies, Vol: 1, No: 3, pp.51-56, 2008.

  • Toklu S., Simsek M., Yildiz O., Bay I., Simsek A., Akcayol M.A., "A Priority Based Protocol and Load Balancing for Queue Management on Wireless Networks", The 2008 International Conference on Wireless Networks (ICWN'08), pp.341-344, July 14-17, 2008, Monte Carlo Resort, Las Vegas, Nevada, USA.

  • Dogru I. A., Simsek M., Toklu S., Yildiz O., Akcayol M.A., "Rule-Based Mobility Management Routing for Mobile Ad Hoc Networks", The 2008 International Conference on Wireless Networks (ICWN'08), pp.175-179, July 14-17, 2008, Monte Carlo Resort, Las Vegas, Nevada, USA.

  • Isik, H., Akcayol M.A., "SCADA based trafo-redresor unit design and application", VIII. International Corrosion Symposium, p.343-352, Osmangazi University, Eskisehir, 2002.