lidya multisite > Computer Engineering Department > Belgin Ergenç Bostanoğlu
Belgin Ergenç Bostanoğlu
Associate Professor

Belgin Ergenç Bostanoğlu received the Diploma Degree in Computer Science from Middle East Technical University, Ankara,Turkey in 1983. She worked with different titles and responsibilities in IT industry during 1983 – 2000. She received the MS Degree in Computer Engineering from Izmir Institute of Technology, Turkey in 2002 and Ph.D. degree from Paul Sabatier University of Toulouse, France, in 2008 respectively. She is an associate professor in the Department of Computer Engineering at Izmir Institute of Technology, Turkey. Her main research interests include query optimization in distributed databases, association rule mining.She is managing the research laboratory of Dworld. She likes reading, travelling, photography, cinema and jazz music. Her favorite sports are walking, swimming and pilates.

 

  • B.Sc. : Computer Engineering, Middle East Technical University (1983)
  • M.Sc. : Computer Engineering, Izmir Institute of Technology (2002)
  • Ph.D. : Computer Engineering, Paul Sabatier University, France (2008)

Publications

2020

Belgin Ergenç Bostanoǧlu; Ahmet Cumhur Öztürk

Minimizing information loss in shared data: Hiding frequent patterns with multiple sensitive support thresholds Journal Article

Statistical Analysis and Data Mining: The ASA Data Science Journal, 13 (4), pp. 309–323, 2020.

BibTeX

Projects

  • Platform for Dynamic Frequent Itemset (DFIS) Mining and Hiding under Multiple Support Thresholds, TÜBİTAK ARDEB 3501
  • B.Sc. : Computer Engineering, Middle East Technical University (1983)
  • M.Sc. : Computer Engineering, Izmir Institute of Technology (2002)
  • Ph.D. : Computer Engineering, Paul Sabatier University, France (2008)

Journal Article

  • Öztürk, A.C., Ergenç Bostanoğlu, B., "Dynamic Itemset Hiding Algorithm for Multiple Sensitive Support Thresholds", International Journal of Data Warehousing and Mining, vol.14, no.2, pp.37-59, 2018. 
  • Güvenoğlu, B., Ergenç Bostanoğlu, B., “A Qualitative Survey on Frequent Subgraph Mining,” Open Computer Science, vol. 8, no.1, pp.194-209, 2018.
  • Oğuz, D., Yin, S., Ergenç Bostanoğlu, B., Hameurlain, A., Dikenelli, O., “Extended Adaptive Join Operator with Bind-Bloom Join for Federated SPARQL Queries,” International Journal of Data Warehousing and Mining, vol.13, no.3, 2017.
  • Öztürk, A. C., Ergenç Bostanoğlu, B., “Itemset Hiding under Multiple Sensitive Support Thresholds,” International Conference on Knowledge Management and Information Sharing, KMIS, 2017.
  • Darrab, S., Ergenç Bostanoğlu, B., “Vertical Pattern Mining Algorithm for Multiple Support Thresholds,” International Conference on Knowledge-Based and Intelligent Information & Engineering Systems, KES, 2017.
  • Abuzayed, N., Ergenç Bostanoğlu, B., “Comparison of Dynamic Itemset Mining Algorithms for Multiple Support Thresholds,” International Database Engineering and Applications Symposium, IDEAS, 2017.
  • Abuzayed, N., Ergenç Bostanoğlu, B., “Dynamic Itemset Mining under Multiple Support Thresholds,” Fuzzy Systems and Data Mining II, IOS Press, 2016.
  • Oğuz, D., Yin, S., Hameurlain, A., Ergenç Bostanoğlu, B., Dikenelli, O., “Adaptive Join Operators for Federated Queries over Linked Data Endpoints,” European Conference on Advances in Databases and Information Systems, ADBIS, 2016.
  • Darrab, S., Ergenç Bostanoğlu, B., “Frequent Pattern Mining under Multiple Support Thresholds,” Wseas Transactions on Computer Research, 4, 2016.
  • Ayav, T., Ergenç, B., “Full-Exact Approach for Frequent Itemset Hiding,” International Journal of Data Warehousing and Mining, vol.11, no.4, pp.49-63, November 2015.
  • Oğuz D., Ergenç Bostanoğlu, B., Yin, S., Dikenelli, O., Hameurlain, A., “Federated Query Processing on Linked Data: A Qualitative Survey and Open Challenges,” The Knowledge Engineering Review, vol.30, no.5, pp.545-563, 2015.
  • Leloğlu, E., Ayav, T., Ergenç, B., “Coefficient-Based Exact Approach for Frequent Itemset Hiding,” International Conference on Information, Process, and Knowledge Management, eKNOW, 2014.
  • Oğuz, D., Yıldız, B., Ergenç Bostanoğlu, B., “Matrix-Based Dynamic Itemset Mining Algorithm,” International Journal of Data Warehousing and Mining, vol.9, no.4, pp.62-75, 2013.
  • Oğuz, D., Ergenç Bostanoğlu, B., “Incremental Itemset Mining Based on Matrix Apriori,” International Conference on Data Warehousing and Knowledge Discovery, DEXA-DaWaK, 2012.
  • Assefa, B. G., Ergenç Bostanoğlu, B., “OrderBased Labeling Scheme for XML Query Processing,” International Cross-Domain Conference, CD-ARES, 2012.
  • Yıldız, B., Ergenç Bostanoğlu, B., “Integrated Approach For Privacy Preserving Itemset Mining,” Lecture Notes in Electrical Engineering, vol.110, Springer, 2011.
  • Yıldız, B., Ergenç Bostanoğlu, B., “Hiding Sensitive Predictive Frequent Itemsets,” International MultiConference of Engineers and Computer Scientists, IMECS, 2011.
  • Yıldız, B., Ergenç Bostanoğlu, B., “Comparison of Two Association Rule Mining Algorithms without Candidate Generation,” IASTED International Conference on Artificial Intelligence and Applications, AIA, 2010.
  • Ergenç Bostanoğlu, B., “Data Integration in Large Scale: Mobile Query Execution Model,” VDM Verlag Publishing, 2009.
  • Yıldız, B., Özdemir, S., Ergenç Bostanoğlu, B., “Doğal Sistemlerin Güç Kanunu Davranışı,” Ulusal Makine Teorisi Sempozyumu, UMTS, 2009.
  • Ergenç Bostanoğlu, B., Morvan, F., Hameurlain, A., “Query Optimization: Mobile Agents versus Accuracy of the Cost Estimation,” International Journal of Computer Systems Science and Engineering, vol.20, no.3, pp.161-168, 2005.
  • Ergenç Bostanoğlu, B., Morvan, F., Hameurlain, A., “Mobile Operators for Restricted Sources,” International Journal on Mobile Information System, IOS Press, vol.1, no.3, pp.167-184, 2005.
  • Urgancıoğlu, K., Ergenç Bostanoğlu, B., “Ontoloji Odaklı Arama Sistemi,” inet-tr, 2003.
  • Şahin, G., Ergenç Bostanoğlu, B., “PAGERANKER (Web Sayfalarına Değer Atama),” TBD Bilişim Kurultayı, 2003.
  • Belen, E., Özgür, Ç., Ergenç Bostanoğlu, B., “WALA (Web Kütük Analisti),” TBD Bilişim Kurultayı, 2003.
  • Ergenç Bostanoğlu, B., Püskülcü, H., “Veritabanı Yaklaşımlı Genel Web Kullanım Madenciliği Sistemi,” TBD 19. Bilişim Kurultayı, 2002.

  • Platform for Dynamic Frequent Itemset (DFIS) Mining and Hiding under Multiple Support Thresholds, TÜBİTAK ARDEB 3501