Burçin Bozkaya
Yönetim Bilimleri Fakültesi
Network Öğretim Üyesi
burcinbozkayasabanciunivedu
Personal Web
Jobs
Network Öğretim Üyesi
Education
Endüstri Mühendisliği Lisans ve Yüksek Lisansı: Bilkent Üniversitesi, 1993 ve 1995; Yönetim Bilimleri Doktorası: Alberta Üniversitesi (Kanada), 1999.
Areas of Interest
Büyük Veri Analitiği, Davranış Analitiği, Yöneylem Araştırması, Operasyon Yönetimi, Kombinatoryel Modelleme ve Eniyileme, Heuristic Algoritma Dizayni ve Heuristic Eniyileme, Lojistik ve Ulaştırma Planlaması, Coğrafi Bilgi Sistemleri ve Uygulamaları
Memberships
INFORMS, DSI, YAD, TBD
Article
Seyedkazemi, Seyedpayam and Dass, Zuhal Ozbay and Ozbay, Ayse Elif Ozsoy and Bozkaya, Burçin and Balcısoy, Selim (2024) "Can financial transactions reveal the change in social fabric triggered by urban regeneration?", Cities, Vol.153 (SSCI)
Kup, Eyüp Tolunay and Cebeci, Salih and Bayram, Barış and Aydin, Gözde and Bozkaya, Burçin and Akhavan, Raha (2024) "An integrated framework for dynamic vehicle routing problems with pick-up and delivery time windows and shared fleet capacity planning", Symmetry, Vol.16, No.4 (SCI)
Boz, Hasan Alp and Bahrami, Mohsen and Balcısoy, Selim and Bozkaya, Burçin and Mazar, Nina and Nichols, Aaron and Pentland, Alex (2024) "Investigating neighborhood adaptability using mobility networks: a case study of the COVID-19 pandemic", Humanities and Social Sciences Communications, Vol.11, No.1 (SSCI, AHCI)
García Bulle Bueno, Bernardo and Horn, Abigail L. and Bell, Brooke M. and Bahrami, Mohsen and Bozkaya, Burçin and Pentland, Alex and De la Haye, Kayla and Moro, Esteban (2024) "Effect of mobile food environments on fast food visits", Nature Communications, Vol.15, No.1 (SCI)
Brei, Vinicius Andrade and Rech, Nicole and Bozkaya, Burçin and Balcısoy, Selim and Pentland, Alex Paul and Silveira Netto, Carla Freitas (2023) "Satellite imagery and machine learning for channel member selection", International Journal of Retail and Distribution Management, Vol.51, No.11, 1552-1568 (SSCI)
Horn, Abigail L. and Bell, Brooke M. and Bulle Bueno, Bernardo García and Bahrami, Mohsen and Bozkaya, Burçin and Cui, Yan and Wilson, John P. and Pentland, Alex and Moro, Esteban and De la Haye, Kayla (2023) "Population mobility data provides meaningful indicators of fast food intake and diet-related diseases in diverse populations", NPJ Digital Medicine, Vol.6, No.1 (SCI)
Bahrami, Mohsen and Boz, Hasan Alp and Suhara, Yoshihiko and Balcısoy, Selim and Bozkaya, Burçin and Pentland, Alex (2023) "Predicting merchant future performance using privacy-safe network-based features", Scientific Reports, Vol.13, No.1 (SCI)
Silveira Netto, Carla Freitas and Bahrami, Mohsen and Brei, Vinicius Andrade and Bozkaya, Burçin and Balcısoy, Selim and Pentland, Alex Paul (2023) "Disaggregating sales prediction: a gravitational approach", Expert Systems with Applications, Vol.217 (SCI)
Yılmaz, Emir Alaattin and Balcısoy, Selim and Bozkaya, Burçin (2023) "A link prediction-based recommendation system using transactional data", Scientific Reports, Vol.13, No.1 (SCI)
Suhara, Yoshihiko and Bahrami, Mohsen and Bozkaya, Burçin and Pentland, Alex Sandy (2021) "Validating gravity-based market share models using large-scale transactional data", Big Data, Vol.9, No.3, 188-202 (SCI)
Kaya, Erdem and Alpan, Eray and Balcısoy, Selim and Bozkaya, Burçin (2021) "Quantifying insurance agency channel dynamics using premium sales big data and external factors", Big Data, Vol.9, No.2, 116-131 (SCI, SSCI)
Çınar, Ahmet and Salman, F. Sibel and Bozkaya, Burçin (2021) "Prioritized single nurse routing and scheduling for home healthcare services", European Journal of Operational Research, Vol.289, No.3, 867-878 (SCI, CPCI-S)
Ak, Ronay and Bahrami, Mohsen and Bozkaya, Burçin (2020) "A time-based model and GIS framework for assessing hazardous materials transportation risk in urban areas", Journal of Transport and Health, Vol.19 (SSCI)
Köseoğlu, Baran and Kaya, Erdem and Balcısoy, Selim and Bozkaya, Burçin (2020) "ST Sequence Miner: visualization and mining of spatio-temporal event sequences", Visual Computer, Vol.36, No.10-12, 2369-2381 (SCI)
Yücel, Eda and Salman, F. Sibel and Bozkaya, Burçin and Gökalp, Cemre (2020) "A data-driven optimization framework for routing mobile medical facilities", Annals of Operations Research, Vol.291, No.1-2, 1077-1102 (SCI, SSCI)
Dong, Xiaowen and Morales, Alfredo J. and Jahani, Eaman and Moro, Esteban and Lepri, Bruno and Bozkaya, Burçin and Sarraute, Carlos and Bar-Yam, Yaneer and Pentland, Alex (2020) "Segregated interactions in urban and online space", EPJ Data Science, Vol.9, No.1 (SCI, SSCI)
Chong, Shi Kai and Bahrami, Mohsen and Chen, Hao and Balcısoy, Selim and Bozkaya, Burçin and Pentland, Alex 'Sandy' (2020) "Economic outcomes predicted by diversity in cities", EPJ Data Science, Vol.9, No.1 (SCI, SSCI)
Bahrami, Mohsen and Bozkaya, Burçin and Balcısoy, Selim (2020) "Using behavioral analytics to predict customer invoice payment", Big Data, Vol.8, No.1, 25-37 (SCI)
Dong, Xiaowen and Jahani, Eaman and Morales, Alfredo J. and Bozkaya, Burçin and Lepri, Bruno and Pentland, Alex 'Sandy' (2020) "Purchase patterns, socioeconomic status, and political inclination", World Bank Economic Review, Vol.34, S9-S13 (SSCI, CPCI-SSH)
Yanık, Seda and Kalcsics, Joerg and Nickel, Stefan and Bozkaya, Burçin (2019) "A multi-period multi-criteria districting problem applied to primary care scheme with gradual assignment", International Transactions in Operational Research, Vol.26, No.5, 1676-1697 (SCI, SSCI)
Tuna, Mine and Bozkaya, Burçin and Döğerlioğlu Demir, Kıvılcım and Koçaş, Cenk (2018) "Büyük veri bazlı pazar bölümleme: müşterilerin alışveriş merkezi seçim çeşitlilik ve kategori seçim çeşitlilik davranışlarının kredi kartı harcamaları yönünden incelenmesi (Market segmentation based on big data: examining consumer shopping mall diversity and product category diversity behaviors through credit card transactions)", Pazarlama İçgörüsü Üzerine Çalışmalar, Vol.2, No.2, 57-68 (NA)
Kaya, Erdem and Dong, Xiaowen and Suhara, Yoshihiko and Balcısoy, Selim and Bozkaya, Burçin and Pentland, Alex Sandy (2018) "Behavioral attributes and financial churn prediction", EPJ Data Science, Vol.7, No.1 (SCI, SSCI)
Urkup, Cagan and Bozkaya, Burçin and Sibel Salman, F. (2018) "Customer mobility signatures and financial indicators as predictors in product recommendation", PLoS ONE, Vol.13, No.7 (SCI)
Dong, Xiaowen and Meyer, Joachim and Shmueli, Erez and Bozkaya, Burçin and Pentland, Alex (2018) "Methods for quantifying effects of social unrest using credit card transaction data", EPJ Data Science, Vol.7 (SCI, SSCI)
Dong, Xiaowen and Suhara, Yoshihiko and Bozkaya, Burçin and Singh, Vivek K. and Lepri, Bruno and Pentland, Alex (2018) "Social bridges in urban purchase behavior", ACM Transactions on Intelligent Systems and Technology (SI), Vol.9, No.3 (SCI, SSCI)
Bozkaya, Burçin and Salman, F. S. and Telciler, K. (2017) "An adaptive and diversified vehicle routing approach to reducing the security risk of cash-in-transit operations", Networks, Vol.69, No.3, 256-269 (SCI)
Emeç, Uğur and Çatay, Bülent and Bozkaya, Burçin (2016) "An adaptive large neighborhood search for an e-grocery delivery routing problem", Computers and Operations Research, Vol.69, 109-125 (SCI)
Jouan de Kervenoael, Ronan and Yanık, Seda and Bozkaya, Burçin and Palmer, Mark and Hallsworth, Alan (2016) "Trading-up on unmet expectations? Evaluating consumers' expectations in online premium grocery shopping logistics", International Journal of Logistics Research and Applications, Vol.19, No.2, 83-104 (SSCI)
Singh, Vivek Kumar and Bozkaya, Burçin and Pentland, Alex (2015) "Money walks: implicit mobility behavior and financial well-being", PLoS One, Vol.10, No.8 (SCI)
Al-Nory, Malak T. and Brodsky, Alexander and Bozkaya, Burçin and Graves, Stephen C. (2014) "Desalination supply chain decision analysis and optimization", Desalination, Vol.347, 144-157 (SCI)
Yanık, Seda and Bozkaya, Burçin and Jouan de Kervenoael, Ronan (2014) "A new VRPPD model and a hybrid heuristic solution approach for e-tailing", European Journal of Operational Research (SI), Vol.236, No.3, 879-890 (SCI)
Aktaş, Emel and Özaydın, Özay and Bozkaya, Burçin and Ülengin, Füsun and Önsel, Şule (2013) "Optimizing fire station locations for the Istanbul metropolitan municipality", Interfaces, Vol.43, No.3, 240-255 (SCI)
Bozkaya, Burçin and Erkut, Erhan and Haight, Dan and Laporte, Gilbert (2011) "Designing new electoral districts for the city of Edmonton", Interfaces, Vol.41, No.6, 534-547 (SCI)
Bozkaya, Burçin and Yanık, Seda and Balcısoy, Selim (2010) "A GIS-based optimization framework for competitive multi-facility location-routing problem", Networks and Spatial Economics (Sp. Iss. SI), Vol.10, No.3, 297-320 (SCI)
Sezgin, Yıldız and Kasap, Nihat and Bozkaya, Burçin (2010) "A conceptual model for assessing managerial implications of changes in information technologies (Bilişim teknolojilerindeki değişimlerin yönetsel sonuçlarının değerlendirmesi için kavramsal bir model)", Doğuş University Journal (Doğuş Üniversitesi Dergisi), Vol.11, No.2, 257-268 (OTHER)
Özturan, Huriye Elvan and Oral, Muhittin and Kasap, Nihat and Bozkaya, Burçin (2008) "Information technology and business awareness diagnostic tool", European Journal of Management, Vol.8, No.3 ()
Book Section / Chapter
Gürkan, Mert and Bozkaya, Burçin and Balcısoy, Selim, "Financial datasets: leveraging transactional big data in mobility and migration studies", Data Science for Migration and Mobility, Salah, Ali Albert and Korkmaz, Emre Eren and Bircan, Tuba (eds.), Oxford: Oxford University Press, November 2022
Yanık, Seda and Bozkaya, Burçin, "A review of districting problems in health care", Optimal Districting and Territory Design, Ríos-Mercado, Roger Z. (ed.), Switzerland: Springer Cham, February 2020, 31-55
Bakker, Michiel A. and Piracha, Daoud A. and Lu, Patricia J. and Bejgo, Keis and Bahrami, Mohsen and Leng, Yan and Balsa-Barreiro, Jose and Ricard, Julie and Morales, Alfredo J. and Singh, Vivek K. and Bozkaya, Burçin and Balcısoy, Selim and Pentland, Alex, "Measuring fine-grained multidimensional integration using mobile phone metadata: the case of Syrian refugees in Turkey", Guide to Mobile Data Analytics in Refugee Scenarios: The 'Data for Refugees Challenge' Study, Salah, Albert Ali and Pentland, Alex and Lepri, Bruno and Letouzé, Emmanuel (eds.), Switzerland: Springer Cham, September 2019, 123-140
Bozkaya, Burçin, "Teaching operations management using hands-on educational tools and interactive games", Creative Learning and MOOCs: Harnessing the Technology for a 21st Century Higher Education, Sultan, Nabil and Al-Lail, Haifa Jamal (eds.), UK: Cambridge Scholars, November 2015, 151-159
Srivastava, Kumar Abhinav and Singh, Vivek Kumar and Bozkaya, Burçin and Pentland, Alex, "Assessing financial well-being of merchants by analyzing behavioral patterns in historical transactions", Geo-Intelligence and Visualization Through Big Data Trends, Bozkaya, Burçin and Singh, Vivek Kumar (eds.), USA: IGI-Global, August 2015, 76-93
Türk, Alican and Balcısoy, Selim and Bozkaya, Burçin, "An interactive tool for visualizing and analyzing spatio-temporal data", Geo-Intelligence and Visualization through Big Data Trends, Bozkaya, Burçin and Singh, Vivek Kumar (eds.), Hershey, PA: IGI Global, August 2015, 121-149
Başar, Ayfer and Kabak, Özgür and Topçu, İlker Y. and Bozkaya, Burçin, "Location analysis in banking: a new methodology and application for a Turkish bank", Applications of Location Analysis, Eiselt, H. A. and Marianov, Vladimir (eds.), USA: Springer 2015, 25-54
Cao, Buyang and Bozkaya, Burçin, "Vehicle routing in service industry using decision support systems", Decision Making in Service Industries: A Practical Approach, Faulin, Javier and Juan, Angel A. and Grasman, Scott E. and Fry, Michael J. (eds.), Boca Raton: CRC Press, August 2012
Publications Prior to SU
Bozkaya B., E. Erkut and G. Laporte (2003), A Tabu Search Heuristic and Adaptive Memory Procedure for Political Districting, European J of Operational Research, 144(1), p. 12-26 Optimizing Periodic Maintenance Operations for Schindler Elevator Corporation (2003), Blakeley, F., B. Bozkaya, B. Cao, W. Hall and J. Knolmajer (2003), Interfaces, 33(1), p. 67-79 Bozkaya, B., J. Zhang and E. Erkut (2002), An Efficient Genetic Algorithm for the p-Median Problem, Ch. 6 in Facility Location: Applications and Theory, Z. Drezner and H.W. Hamacher (Eds), p. 179-205, Springer, New York.