Selma Tekir (On Leave)
Associate Professor

Selma Tekir studied B.S. in Computer Engineering at Ege University. She received her M.S. in Computer Engineering from Izmir Institute of Technology. In 2009, she worked as a visiting researcher at Faculty of Computer Science Chair for Databases, Data Analysis and Visualization at University of Konstanz-Germany. Tekir received a PhD in computer engineering from Ege University in 2010. Her research interests include text mining, news analysis, overlapping community detection, and information warfare. Currently, she is working as an associate professor at Izmir Institute of Technology Department of Computer Engineering.

  • B.Sc. : Computer Engineering, Ege University (2001)
  • M.Sc. : Computer Engineering, Izmir Institute of Technology (2004)
  • Ph.D. : Computer Engineering, Ege University (2010)

2024

Mahmut Agral; Selma Tekir

Improvements on a Multi-task BERT Model Inproceedings

32nd Signal Processing and Communications Applications Conference, SIU 2024, Mersin, Turkiye, May 15-18, 2024, pp. 1–4, IEEE, 2024.

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Okan Çiftçi; Fatih Soygazi; Selma Tekir

Enrichment of Turkish question answering systems using knowledge graphs Journal Article

Turkish J. Electr. Eng. Comput. Sci., 32 (4), pp. 516–533, 2024.

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Samet Tenekeci; Selma Tekir

Identifying promoter and enhancer sequences by graph convolutional networks Journal Article

Comput. Biol. Chem., 110 , pp. 108040, 2024.

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2022

Ege Yiğit Çelik; Zeynel Orulluoğlu; Rıdvan Mertoğlu; Selma Tekir

Asking the Right Questions to Solve Algebraic Word Problems Journal Article

Turkish Journal of Electrical Engineering & Computer Sciences, 30 (7), pp. 2672-2687, 2022.

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2021

Erhan Sezerer; Samet Tenekeci; Ali Acar; Bora Baloğlu; Selma Tekir

Author Reputation Measurement on Question and Answer Sites by the Classification of Author-Generated Content Journal Article

International Journal of Software Engineering and Knowledge Engineering, 31 (10), pp. 1421-1445, 2021.

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Erhan Sezerer; Selma Tekir

Incorporating Concreteness in Multi-Modal Language Models with Curriculum Learning Journal Article

Applied Sciences, 11 (17), 2021, ISSN: 2076-3417.

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İskender Ülgen Oğul; Selma Tekir

Performance Evaluation of BERT Vectors on Natural Language Inference Models Inproceedings

2021 29th Signal Processing and Communications Applications Conference (SIU), pp. 1-4, 2021.

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2020

Elgun Jabrayilzade; Selma Tekir

Lgpsolver-solving logic grid puzzles automatically Inproceedings

Findings of the Association for Computational Linguistics: EMNLP 2020, pp. 1118–1123, 2020.

BibTeX

Selma Tekir; Yalin Bastanlar

Deep learning: Exemplar studies in natural language processing and computer vision Journal Article

Data Mining-Methods, Applications and Systems, 2020.

BibTeX

Elgün Jabrayilzade; Algin Poyraz Arslan; Hasan Para; Ozan Polatbilek; Erhan Sezerer; Selma Tekir

Çok-etiketli film türü siniflandirmasi için Türkçe konu modellemesi veri kümesi Inproceedings

2020 28th Signal Processing and Communications Applications Conference, SIU 2020-Proceedings, Institute of Electrical and Electronics Engineers 2020.

BibTeX

Damla Yaşar; Selma Tekir

Estimating spatiotemporal focus of documents using entropy with PMI Journal Article

Turkish Journal of Electrical Engineering and Computer Sciences, 28 (2), pp. 1070–1085, 2020.

BibTeX

  • Coherence and Reliability Evaluation on News Chains, TÜBİTAK ARDEB 3501
  • Data Analysis and Application of Visualization Techniques on Historical Resources (On the Example of 19. Century English Consulate Reports), BAP
  • B.Sc. : Computer Engineering, Ege University (2001)
  • M.Sc. : Computer Engineering, Izmir Institute of Technology (2004)
  • Ph.D. : Computer Engineering, Ege University (2010)

Conference Paper

  • Toprak, M., Özkahraman, Ö., Tekir, S., "A News Chain Evaluation Methodology along with a Lattice-based Approach for News Chain Construction," EMNLP Workshop: Natural Language Processing meets Journalism, 2017.
  • Sezerer, E., Tekir, S., "A Relativistic Opinion Mining Approach to Detect Factual or Opinionated News Sources," International Conference on Big Data Analytics and Knowledge Discovery, DaWaK, 2017.
  • Sevgili, Ö., Nima, G., Tekir, S., "N-Hance at SemEval-2017 Task 7: A Computational Approach using Word Association for Puns," International Workshop on Semantic Evaluation, SemEval, 2017.
  • Yafay, E., Tekir, S., "Sosyal Çizgeler İçin Arama Motoru Geliştirilmesi," Ulusal Yazılım Mühendisliği Sempozyumu, UYMS, 2016.
  • Türkmen, S., Yalın, H., Tekir, S. "Bir Platform Oyununa Kullanıcı Performansı Temelinde Yapay Zeka Uyarlaması," Ulusal Yazılım Mühendisliği Sempozyumu, UYMS, 2015.
  • Tuğlular, T., Velibeyoğlu, K., Tekir, S., "Izmir Bilgi Toplumu Temelli Kalkinma Stratejisi," İzmir Kalkinma Ajansi (IZKA), 2013.
  • Tuğlular, T., Tekir, S., Velibeyoğlu, K., "Mapping Information and Communication Sector in Izmir: Exploring Clustering Potential," Knowledge Cities World Summit, KCWS, 2013.
  • Tuğlular, T., Velibeyoğlu, K., Tekir, S., “İzmir Bilgi Toplumu Temelli Kalkınma Stratejisi - Knowledge-based Sustainable Development Strategy for Izmir,” İzmir Kalkınma Ajansı (İZKA), 2013.
  • Tekir, S., "Reading CS Classics," Communications of the ACM, vol.55, no.4, pp.32-34, April 2012.
  • Tekir, S., Mansmann, F., Keim, D., "Geodesic Distances for Clustering Linked Text Data," Journal of Artificial Intelligence and Soft Computing Research, vol.2, no.4, 2012.
  • Tekir, S., "Overt Information Operations During Peacetime," European Conference on Information Warfare and Security, ECIW, 2012.
  • Aslanoğlu, R., Tekir, S., "Recent Cyberwar Spectrum and its Analysis," European Conference on Information Warfare and Security, ECIW, 2012.
  • Tekir, S., Mansmann, F., Keim, D., "Geodesic distances for web document clusterin," IEEE Symposium on Computational Intelligence and Data Mining, CIDM, 2011.
  • Tekir, S., "Open Source Intelligence Analysis A Methodological Approach," VDM Verlag, 2009.
  • Koltuksuz, A., Tekir, S., "Intelligence Analysis Modeling," International Conference on Hybrid Information Technology, ICHIT, 2006.
  • Tekir, S., Eren, S., "Information Organization in the Business World," IMDA World Business Congress, 2006.
  • Kurtel, K., Tekir, S., Atay, S., "Lojistik Merkezi Güvenlik Gereksinimleri, XML ve Sayısal İmza," Ulusal Elektronik İmza Sempozyumu, 2006.
  • Tekir, S., "Open Source Exploitation in Producing Intelligence," International Symposium on Information Technology, ISIT, 2005.
  • Tekir, S., Koltuksuz, A., "Bilgi Sistemleri Bilim ve Teknolojisine Dayali Acik Kaynak Istihbarati ve Bir Uygulama Modeli," Polis Bilişim Sempozyumu, 2005.
  • Koltuksuz, A., Atay, S., Tapucu, D., Tekir, S., Demiray, O., Asarcıklı, S., Hışıl, H., "Bilgi Sistemleri Güvenliği Dersi," Akademik Bilişim, 2005.

  • Coherence and Reliability Evaluation on News Chains, TÜBİTAK ARDEB 3501
  • Data Analysis and Application of Visualization Techniques on Historical Resources (On the Example of 19. Century English Consulate Reports), BAP