Biography
Education
1989 - 1998
1989 - 1998Doctorate
Middle East Technical University, Faculty Of Engineering, Department Of Computer Engineering, Turkey
1985 - 1988
1985 - 1988Postgraduate
Middle East Technical University, Faculty Of Engineering, Department Of Computer Engineering, Turkey
1980 - 1985
1980 - 1985Undergraduate
Middle East Technical University, Faculty Of Engineering, Department Of Computer Engineering, Turkey
Foreign Languages
C1 Advanced
C1 AdvancedEnglish
Research Areas
Avesis Research Areas:
Computer Sciences, Artificial Intelligence, Computer Learning and Pattern Recognition
WoS Research Areas:
Engineering Computing & Technology (Eng), Computer Science, Engineering
Scopus Research Areas:
Theoretical Computer Science, Computer Science Applications, Computational Theory and Mathematics, Artificial Intelligence, Computer Science (miscellaneous), General Computer Science, Physical Sciences, Multidisciplinary
Research Areas Based on Academic Activities
Avesis Research Areas
WoS Research Areas
Scopus Research Areas
Academic Positions
2026 - Present
2026 - PresentLecturer PhD
TED University, Faculty Of Engineering, Department Of Software Engineering
1994 - 2025
1994 - 2025Lecturer PhD
Middle East Technical University, Faculty Of Engineering, Department Of Computer Engineering
Papers Presented at Peer-Reviewed Scientific Conferences
2018
20181. Clustering river basins using time-series data mining on hydroelectric energy generation
Arslan Y., Küçük D., Eren S., Birturk A.
6th International Workshop on Data Analytics for Renewable Energy Integration, DARE 2018, Dublin, Ireland, 10 September 2018, vol.11325 LNAI, pp.103-115, (Full Text)
2018
20182. Twitter sentiment analysis experiments using word embeddings on datasets of various scales
Arslan Y., Küçük D., Birturk A.
23rd International Conference on Natural Language and Information Systems, NLDB 2018, Paris, France, 13 - 15 June 2018, vol.10859 LNCS, pp.40-47, (Full Text)
2018
20183. Short-term electricity consumption forecast using datasets of various granularities
Arslan Y., Dilbaz A. Ş., ERTEKİN BOLELLİ Ş., KARAGÖZ P., Birturk A., Eren S., et al.
6th International Workshop on Data Analytics for Renewable Energy Integration, DARE 2018, Dublin, Ireland, 10 September 2018, vol.11325 LNAI, pp.116-126, (Full Text)
2017
20174. Real-time Lexicon-based sentiment analysis experiments on Twitter with a mild (more information, less data) approach
Arslan Y., Birturk A., Djumabaev B., Küçük D.
5th IEEE International Conference on Big Data, Big Data 2017, Massachusetts, United States Of America, 11 - 14 December 2017, vol.2018-January, pp.1892-1897, (Full Text)
2015
20155. Basin clustering of Turkey by use of monthly stream-flow data
Arslan Y., Birturk A., Eren S.
IEEE 14th International Conference on Machine Learning and Applications, ICMLA 2015, Florida, United States Of America, 9 - 11 December 2015, pp.1169-1174, (Full Text)
2015
20156. Improved wind power forecasting using combination methods
Koksoy C. E., Ozkan M. B., Buhan S., Demirci T., Arslan Y., Birturk A., et al.
IEEE 14th International Conference on Machine Learning and Applications, ICMLA 2015, Florida, United States Of America, 9 - 11 December 2015, pp.1142-1147, (Full Text)
2014
20147. Ontology-based software requirements reuse: Case study in fire control software product line domain
Karatas E. K., Iyidir B., Birturk A.
14th IEEE International Conference on Data Mining Workshops, ICDMW 2014, Shenzhen, China, 14 December 2014, vol.2015-January, pp.832-839, (Full Text)
2015
20158. A hybrid movie recommender using dynamic fuzzy clustering
Gurcan F., Birturk A.
30th International Symposium on Computer and Information Sciences, ISCIS 2015, London, England, 21 - 24 September 2015, vol.363, pp.159-169, (Full Text)
2015
20159. Performance analysis of data mining techniques for improving the accuracy of wind power forecast combination
Er Koksoy C., Ozkan M. B., Küçük D., Bestil A., Sonmez S., Buhan S., et al.
3rd International Conference on Data Analytics for Renewable Energy Integration, DARE 2015, Porto, Portugal, 11 September 2015, vol.9518, pp.44-55, (Full Text)
2012
201210. A web-based book recommendation tool for reading groups
Düzgün S., Birtürk A.
2012 AAAI Workshop, Toronto, Canada, 22 July 2012, vol.WS-12-09, pp.10-17, (Full Text)
2011
201111. A tag-based hybrid music recommendation system using semantic relations and multi-domain information
Tatli I., Birtürk A.
11th IEEE International Conference on Data Mining Workshops, ICDMW 2011, Vancouver, Canada, 11 December 2011, pp.548-554, (Full Text)
2011
201112. Using semantic relations in context-based music recommendations
Tatli I., Birtürk A.
Workshop on Music Recommendation and Discovery 2011, WOMRAD 2011, Chicago, IL, United States Of America, 23 October 2011, vol.793, pp.14-17, (Full Text)
2011
201113. Content-boosted collaborative filtering using semantic similarity measure
Ceylan U., Birturk A.
7th International Conference on Web Information Systems and Technologies, WEBIST 2011, Noordwijkerhout, Netherlands, 6 - 09 May 2011, pp.366-371, (Full Text)
2010
201014. Enhancing accuracy of hybrid recommender systems through adapting the domain trends
Aksel F., Birtürk A.
Workshop on the Practical Use of Recommender Systems, Algorithms and Technologies 2010, PRSAT 2010 - Held at the 4th International ACM Conference on Recommender Systems, RecSys 2010, Barcelona, Spain, 30 September 2010, vol.676, pp.11-18, (Full Text)
2010
201015. Suggest me a movie: A multi-client movie recommendation application on facebook
Cakiroglu S., Birturk A.
25th International Symposium on Computer and Information Sciences, ISCIS 2010, London, England, 22 - 24 September 2010, vol.62 LNEE, pp.333-338, (Full Text)
2010
201016. Crossing framework: A dynamic infrastructure to develop knowledge-based recommenders in cross domains
Azak M., Birturk A.
6th International Conference on Web Information Systems and Technologies, WEBIST 2010, Valencia, Spain, 7 - 10 April 2010, vol.2, pp.125-130, (Full Text)
2010
201017. Natural intelligence - Commonsense question answering with conceptual graphs
Güler F. M., Birturk A.
18th International Conference on Conceptual Structures, ICCS 2010, Kuching, Malaysia, 26 - 30 July 2010, vol.6208 LNAI, pp.97-107, (Full Text)
2010
201018. Wikipedia missing link discovery: A comparative study
Sunercan O., Birturk A.
2010 AAAI Spring Symposium, California, United States Of America, 22 - 24 March 2010, vol.SS-10-07, pp.126-131, (Full Text)
2008
200819. A content-based user model generation and optimization approach for movie recommendation
Kirmemis O., Birturk A.
2008 AAAI Workshop, Chicago, IL, United States Of America, 13 July 2008, vol.WS-08-06, pp.78-88, (Full Text)
2008
200820. MoRe: A user controlled content based movie recommender with explanation and negative feedback
Kirmemis O., Birturk A.
WEBIST 2008 - 4th International Conference on Web Information Systems and Technologies, Funchal, Portugal, 4 - 07 May 2008, vol.2, pp.271-274, (Full Text)
2006
200621. Motion economy and planning
Canan Ö., Birtürk A.
ICAPS 2006 - 16th International Conference on Automated Planning and Scheduling, Cumbria, England, 6 - 10 June 2006, vol.2006, pp.366-369, (Full Text)