eISSN: 2618-6446
DOI: doi.org/10.36287/setsci
Latest Issue Archive Future Issues About Us JOURNALS

SETSCI - Volume 4(5) (2019)
HORA2019 - International Congress on Human-Computer Interaction, Optimization and Robotic Applications, Ürgüp, Turkey, Jul 05, 2019

Smart City Prediction For The City of Izmir Using Fuzzy Logic (HORA2019_34)
Hamit Gökay Meriç1*, Tuğçe Ertan Meriç2
1Izmir Katip Çelebi University, Izmir , Turkey
2Izmir Katip Çelebi University, Izmir , Turkey
* Corresponding author: mericgokay@gmail.com
Published Date: 2019-10-12   |   Page (s): 171-177   |    35     8
https://doi.org/10.36287/setsci.4.5.034

ABSTRACT There is a global high demand for creating smart cities due to the increasing population of the world and lack of natural resources. There are six stated criteria in order to be eligible to become a smart city, which are directly related to governance, economy, mobility, community, environment and quality of life. In this study, feasibility of a city in order to become a smart city will try to be predicted by using fuzzy logic in the context of afore mentioned parameters.
KEYWORDS smart city, smart city criteria, fuzzy logic, izmir, big data
REFERENCES [1] Parr, B., & Henry, D. (2015). India’s rapid transition: The Modi government’s climate change and development plan. unimelb.edu.au. Retrieved 24 December 2017, from https://sustainable.unimelb.edu.au/sites/default/files/docs/MSSI-Briefing-Paper3_India2015.pdf

[2] Allwinkle, S., & Cruickshank, P. (2011). Creating Smart-er Cities: An Overview. Journal Of Urban Technology, 18(2), 1-16. http://dx.doi.org/10.1080/10630732.2011.601103

[3] Smart City. www.mygov.in. Retrieved 24 December 2017, from https://www.mygov.in/sites/default/files/mygov_144618201417080501.pdf

[4] Centre of Regional Science. (2017) (p. 12). Retrieved from http://www.smart-cities.eu/download/smart_cities_final_report.pdf

[5] Smart Cities Council Definitions and overviews. Smartcitiescouncil.com. Retrieved 24 December 2017, from http://smartcitiescouncil.com/smart-cities-information-center/definitions-and-overviews

[6] European Parliament: Mapping Smart Cities in the EU. Policy Dept. A: Economic and Scientific Policy. IP/A/ITRE/ST/2013-02, 2014

[7] Mapping smart cities in the EU, Directorate-General for Internal Policy, IP/A/ITRE/ST/201. Retrieved from http://www.europarl.europa.eu/RegData/etudes/etudes/join/2014/507480/IPOL-ITRE_ET(2014)507480_EN.pdf.

[8] EC, European Commission, Digital Agenda for Europe (DAE), 2014, Retrieved 24 December 2017, from https://ec.europa.eu/digital-agenda/en/about-smart-cities

[9] Cook, Diane; Das, Sajal (2005). Smart Environments: Technology, Protocols and Applications. Wiley-Interscience.

[10] Melo, F. S., Silva, J. L. M., & Macedo, H. T. (2016, April). Flood monitoring in smart cities based on fuzzy logic about urban open data. In Telematics and Information Systems (EATIS), 2016 8th Euro American Conference on (pp. 1-5). IEEE.

[11] Trista Shuenying Lin. Smart parking : Network, infrastructure and urban service networking and Internet Architecture [cs.NI]. INSA de Lyon, 2015. English. 〈NNT : 2015ISAL0138〉

[12] Sandhu, S. S., Jain, N., Gaurav, A., & Iyengar, N. C. S. N. (2015). Agent Based Intelligent Traffic Management System for Smart Cities. International Journal of Smart Home, 9(12), 307-316.

[13] Gültekin, B., Biroğlu, S., & Yücedağ, İ. (2015). İşe Alım Süreci Aday Ön Tesbitinde Bulanık Mantık Tabanlı SQL Sorgulama Yönteminin İncelenmesi. Düzce Üniversitesi Bilim ve Teknoloji Dergisi, 3(1).

[14] Mert, Z. G., & Yilmaz, S. (2009). Fuzzy modeling approach based on property location quality for grading neighborhood level of family housing units. Expert Systems with Applications, 36(2), 3603-3613. DOI: 10.1016/j.eswa.2008.02.023

[15] Güner, N., & Çomak, E. (2014). Lise Öğrencilerinin Matematik Dersine Yönelik Tutumlarının Bulanık Mantık Yöntemi İle İncelenmesi. Pamukkale University Journal of Engineering Sciences, 20(5).

[16] M. Iswan, Khairul and A. P. U. Siahaan, "Fuzzy Logic Concept in Technology, Society, and Economy Areas in Predicting Smart City," International Journal of Recent Trends in Engineering & Research, vol. 2, no. 12, 2016.

[17] TDZ's in Izmir | Invest in İzmir. Investinizmir.com. Retrieved 24 December 2017, from http://www.investinizmir.com/en/28309/TDZs-in-Izmir

[18] İzmir Girişimcilik Ekosistemi. Izka.org.tr. Retrieved 16 December 2017, from http://www.izka.org.tr/upload/Node/30334/pics/Izmirde_Girisimcilik_2_.820px.jpg

[19] Girişimci sayısında İzmir fark attı. (2017). yeniasir.com.tr. Retrieved 22 December 2017, from https://www.yeniasir.com.tr/ekonomi/2017/01/24/girisimci-sayisinda-izmir-fark-atti

[20] Fitch'ten İzmir'e bir kez daha AAA notu. (2017). tr.sputniknews.com. Retrieved 25 December 2017, from https://tr.sputniknews.com/ekonomi/201711201031070383-fitch-izmir-aaa-notu/

[21] Sayılarla Türkiye - İzmir Kasım 2017. (2017). Izka.org.tr. Retrieved 25 December 2017, from http://www.izka.org.tr/upload/Node/30496/files/Sayilarla_Tu_rkiye-I_zmir_Kasim_2017.pdf

[22] İzmir İşgücü Piyasası Araştırması. (2010). Kutuphane.ieu.edu.tr. Retrieved 25 December 2017, from http://kutuphane.ieu.edu.tr/wp-content/46IzmirIsgucu.pdf

[23] İzmir'de okur yazarlık oranı yüzde 98.19. (2016). Hürriyet. Retrieved 23 December 2017, from http://www.hurriyet.com.tr/izmirde-okur-yazarlik-orani-yuzde-98-19-37273861

[24] İstatistiklerle İzmir. (2017). Izmir.gov.tr. Retrieved 18 December 2017, from http://www.izmir.gov.tr/istatistiklerle-izmir

[25] İzmir Bakırçay Üniversitesi. (2017). www.haberturk.com. Retrieved 25 December 2017, from http://www.haberturk.com/yazarlar/huseyin-aslan/1500030-izmir-bakircay-universitesi

[26] 2016-2017 En iyi üniversiteler sıralaması açıklandı!. (2016). CNN Türk. Retrieved 20 December 2017, from https://www.cnnturk.com/universiterehberim/2016-2017-en-iyi-universiteler-siralamasi-aciklandi-iste-siralamaya-giren-turk-universiteler?page=11

[27] EF EPI 2017 – Turkey. (2017). Ef.com.tr. Retrieved 16 December 2017, from https://www.ef.com.tr/epi/regions/europe/turkey/

[28] Öngör, S. (2014). Lifelong Learning Strategies in Turkey/Izmir The Purpose of Learning and Barriers to Women’s Participation (Master's). Stockholm University.

[29] Seçim 2014 Ege Bölgesi İzmir Yerel Seçim Sonuçları. (2014). Haberturk.com. Retrieved 16 December 2017, from http://www.haberturk.com/secim/secim2014/yerel-secim/sehir/izmir-35

[30] İzmir'de Kasım 2015 Türkiye genel seçimleri. (2017). Tr.wikipedia.org. Retrieved 10 December 2017, from https://tr.wikipedia.org/wiki/%C4%B0zmir%27de_ Kas%C4%B1m_2015_T%C3%BCrkiye_genel_se%C3%A7imleri

[31] Türkiye Büyük Millet Meclisi. Tbmm.gov.tr. Retrieved 16 December 2017, from https://www.tbmm.gov.tr/develop/owa/milletvekillerimiz_sd.liste

[32] Akgüngör, S., Kumral, N., & Çelik, N. (2017). Ekonomik ve Demografik Göstergelerle İzmir (p. 15). Izmir: EGIAD.

[33] Akgüngör, S., Kumral, N., & Çelik, N. (2017). Ekonomik ve Demografik Göstergelerle İzmir (p. 23). Izmir: EGIAD.

[34] İllere göre trafik kazası istatistikleri - 2016. (2017). memleket.com.tr. Retrieved 19 December 2017, from http://www.memleket.com.tr/illere-gore-trafik-kazasi-istatistikleri-2016-1048380h.htm

[35] 120 bin kişilik anket: İzmir’in ulaşım röntgeni. (2017). Egedesonsoz.com. Retrieved 20 December 2017, from http://www.egedesonsoz.com/haber/120-bin-kisilik-anket-izmir-in-ulasim-rontgeni/942654

[36] Resmi İstatistikler. (2017). Mgm.gov.tr. Retrieved 9 December 2017, from https://www.mgm.gov.tr/veridegerlendirme/il-ve-ilceler-istatistik.aspx?m=IZMIR

[37] Coşkun Hepcan, Ç., Özeren, M., & Hepcan, Ş. (2013). İzmir için ekolojik açıdan sürdürülebilir bir kent gelişim senaryosu, TMMOB İzmir 2. Kent Sempozyumu Bildiriler Kitabı, TMMOB İzmir, 2, 28-30.

[38] Bozoğlu, B. (2017). Hava Kirliliği Raporu 2016 (p. 15). TMMOB Çevre Mühendisleri Odası. Retrieved from http://www.cmo.org.tr/resimler/ekler/a941df595b4c831_ek.pdf?tipi=67&turu=H...0

[39] Boztepe, M. (2009). Ġzmir ve Çevresinde Yenilenebilir Enerji Kaynak-ları Potansiyeli ve Kullanımı. İzmir Kent Sorunları Sempozyumu.

[40] Tesislerimiz. Izsu.gov.tr. Retrieved 25 December 2017, from http://www.izsu.gov.tr/pages/Tesisler.aspx?b=7

[41] 2017 Yılı Müze İstatistikleri. (2017). Izmirkulturturizm.gov.tr. Retrieved 19 December 2017, from http://www.izmirkulturturizm.gov.tr/TR,173406/2017-yili-muze-istatistikleri.html

[42] İllere ve cinsiyete göre doğuşta beklenen yaşam süreleri, 2013-2014. (2015). Tuik.gov.tr. Retrieved 19 December 2017, from http://www.tuik.gov.tr/PreIstatistikTablo.do?istab_id=2294

[43] AB üyesi ülkelerde doğuşta beklenen yaşam süresi ülkemizden 2,9 yıl daha fazla. (2016). Tuik.gov.tr. Retrieved 21 December 2017, from http://www.tuik.gov.tr/basinOdasi/haberler/2016_108_20161018.pdf

[44] Türkiye’nin 2016 şiddet (cinayet) haritası. (2017). blog.umut.org.tr. Retrieved 18 December 2017, from http://blog.umut.org.tr/turkiyenin-2016-siddet-cinayet-haritasi.html

[45] Karabegovic, Almir & Avdagic, Zikrija & Ponjavic, Mirza. (2006). Applications of Fuzzy Logic in Geographic Information Systems for Multiple Criteria Decision Making.

SET Technology - Turkey

eISSN  : 2618-6446    
DOI : doi.org/10.36287/setsci

E-mail : info@set-science.com
+90 533 2245325

Tokat Technology Development Zone Gaziosmanpaşa University Taşlıçiftlik Campus, 60240 TOKAT-TURKEY
©2018 SET Technology