Yıl 2019, Cilt 12 , Sayı 2, Sayfalar 763 - 780 2019-07-27

HOW TO ANALYZE BIG DATA: A STUDY ON UNDERSTANDING WHAT THE TURKISH THINK ABOUT SYRIAN REFUGEE CRISIS

Pınar Aslan [1] , Tuğçe Ertem Eray [2]


The term big data is becoming an essential part of our lives since it is one of the pioneering components of the communication process providing us with real-time data and insights. However, it is a difficult task to process it. What is important at this stage is to create little stories out of big data and try to make them as meaningful as possible, say the experts.

This paper seeks ways of making meaningful data out of the cloud called Syrian refugees crisis. The piece of news selected mentions Alan Kurdi in the headline. Comments made by Turkish readers in top online Turkish newspapers are evaluated according to the Perception Analysis Model (PAM) created. Comments used in this study are taken from Hurriyet, Sabah and ensonhaber.com and they were all under the first pieces of news about the boat which had Alan dated 02.09.2015.

Perception Analysis Model includes three categories: emotions, attitudes, and behaviour are all examined through the categorical content analysis technique that is brought together to be able to make a better understanding of Turkish people’s way of thinking. This model includes working with the comments through coding. All the comments are coded in three different categories. 

Big Data, Big Data Analysis, Perception Analysis Model
  • Allport G W (1954) The Nature of Prejudice Cambridge, MA: Addison-Wesley. Boyraz Z (2015) Türkiye’de Göçmen Sorununa Örnek Suriyeli Mülteciler, Journal of World of Turks, 7 (2), 35-58. Deniz T (2014) Uluslararası Göç Sorunu Perspektifinde Türkiye, TSA, 18 (1), 175-204. Depeli G and Oğuz H Ş (2015) IHOP’la Türkiye’deki Sığınmacıları Konuştuk, Moment Dergi, 2 (1), 242-265. Duhachek A (2005) Coping: A multidimensional, hierarchical framework of responses to stressful consumption episodes, Journal of Consumer Research, 32(1), 41-53. Kolukırık S (2014) Uluslararası Göç ve Türkiye: Yerel Uygulamalar ve Görünümler, Journal of World of Turks, 6 (2), 37-53. Lohr S (2012) The Age of Big Data, The New York Times, February 11 2012, http://www.nytimes.com/2012/02/12/sunday-review/big-datas-impact-in-the-world.html?_r=2&scp=1&sq=Big%20Data&st=cse. McAfee A, Brynjolfsson E, Davenport, T H, Patil D J and Barton D (2012)Big data. Themanagementrevolution. Harvard BusRev, 90(10), 61-67. Mayer-Schönberger, V and Cukier K (2013) Büyük Veri Yaşama, Çalışma ve Düşünme Şeklimizi Dönüştürecek Bir Devrim, Paloma, İstanbul. Radovanovic D and Ragnedda, M (2012) Small talk in the Digital Age: Making Sense of Phatic Posts, Published as part of the #MSM2012 Workshop proceedings, CEUR Vol-838, April 16, 2012, Lyon, France, 10-13. Radovanovic D, Weller K and Dadzie A (2015) Making Sense of Microposts (#Microposts2015) Social Sciences Track, Published as a part of the #Microposts2015 Workshop proceedings, CEUR Vol-1395, May 18th 2015, Florence, Italy, 29-31. Seçim M Ö (2015) Mülteci Krizi Sürecinde Avrupa’da Artan Milliyetçilik Söyleminin Sosyal Medyaya Yansıması, International Journal of Social Sciences and Education Research, 1 (1), 135-147. Steiner T, Verborgh R, Gabarro J and Van de Walle R (2014) Adding Meaning to Social Network Microposts via Multiple Named Entity Disambiguation APIs and Tracking Their Data Provenance, International Journal of Computer Information Systems and Industrial Management Applications, 5, 69-78. Tunç A Ş (2015) Mülteci Davranışı ve Toplumsal Etkileri: Türkiye’deki Suriyelilere İlişkin Bir Değerlendirme, Turkish Journal of TESAM Academy, 2 (2), 29-63. UNHCR, UNHCR: Suriyeli mültecilerin toplam sayısı ilk kez 4 milyonu geçti (2015) http://www.unhcr.org/turkey/home.php?content=648. UNHCR, UNHRC External Update - Turkey (2016) http://www.unhcr.org/turkey/uploads/root/november_-_external_update_2015.pdf. Ünal S (2014) Türkiye’nin Beklenmedik Konukları: “Öteki” Bağlamında Yabancı Göçmen ve Mülteci Deneyimi, Journal of World of Turks, 6 (3), 65-90. Vanin A A, de Freitas L A, Vieira R and Bochernitsan M N (2013) Some Clues on Irony Detection in Tweets, WWW 2013 Companion, May 13–17 2013, Rio de Janeiro, Brazil, 635-636. Ward J S and Barker A (2013) UndefinedBy Data: A Survey of Big Data Definitions, 2013. Yıldırım S and Yurtdaş G T (2016) Social Construction of Syrian Refugees in Daily Speech in Turkey: Interpretative Repertoires and Social Media, Middle East Journal of Refugee Studies, 1 (1), 103-122. Zoltan K and Johann S (2011) Semantic Analysis of Microposts for Efficient People to People Interactions, RoEduNet International Conference 10th Edition: Networking in Education and Research, 23-25 June 2011, 1-4.
Birincil Dil en
Bölüm Araştırma Makaleleri
Yazarlar

Orcid: 0000-0002-2500-8055
Yazar: Pınar Aslan (Sorumlu Yazar)

Orcid: 0000-0002-5199-3159
Yazar: Tuğçe Ertem Eray

Tarihler

Yayımlanma Tarihi : 27 Temmuz 2019

Bibtex @araştırma makalesi { josc596301, journal = {Selçuk İletişim}, issn = {}, eissn = {2148-2942}, address = {}, publisher = {Selçuk Üniversitesi}, year = {2019}, volume = {12}, pages = {763 - 780}, doi = {10.18094/josc.596301}, title = {HOW TO ANALYZE BIG DATA: A STUDY ON UNDERSTANDING WHAT THE TURKISH THINK ABOUT SYRIAN REFUGEE CRISIS}, key = {cite}, author = {Aslan, Pınar and Ertem Eray, Tuğçe} }
APA Aslan, P , Ertem Eray, T . (2019). HOW TO ANALYZE BIG DATA: A STUDY ON UNDERSTANDING WHAT THE TURKISH THINK ABOUT SYRIAN REFUGEE CRISIS. Selçuk İletişim , 12 (2) , 763-780 . DOI: 10.18094/josc.596301
MLA Aslan, P , Ertem Eray, T . "HOW TO ANALYZE BIG DATA: A STUDY ON UNDERSTANDING WHAT THE TURKISH THINK ABOUT SYRIAN REFUGEE CRISIS". Selçuk İletişim 12 (2019 ): 763-780 <https://dergipark.org.tr/tr/pub/josc/issue/47244/596301>
Chicago Aslan, P , Ertem Eray, T . "HOW TO ANALYZE BIG DATA: A STUDY ON UNDERSTANDING WHAT THE TURKISH THINK ABOUT SYRIAN REFUGEE CRISIS". Selçuk İletişim 12 (2019 ): 763-780
RIS TY - JOUR T1 - HOW TO ANALYZE BIG DATA: A STUDY ON UNDERSTANDING WHAT THE TURKISH THINK ABOUT SYRIAN REFUGEE CRISIS AU - Pınar Aslan , Tuğçe Ertem Eray Y1 - 2019 PY - 2019 N1 - doi: 10.18094/josc.596301 DO - 10.18094/josc.596301 T2 - Selçuk İletişim JF - Journal JO - JOR SP - 763 EP - 780 VL - 12 IS - 2 SN - -2148-2942 M3 - doi: 10.18094/josc.596301 UR - https://doi.org/10.18094/josc.596301 Y2 - 2019 ER -
EndNote %0 Selçuk İletişim HOW TO ANALYZE BIG DATA: A STUDY ON UNDERSTANDING WHAT THE TURKISH THINK ABOUT SYRIAN REFUGEE CRISIS %A Pınar Aslan , Tuğçe Ertem Eray %T HOW TO ANALYZE BIG DATA: A STUDY ON UNDERSTANDING WHAT THE TURKISH THINK ABOUT SYRIAN REFUGEE CRISIS %D 2019 %J Selçuk İletişim %P -2148-2942 %V 12 %N 2 %R doi: 10.18094/josc.596301 %U 10.18094/josc.596301
ISNAD Aslan, Pınar , Ertem Eray, Tuğçe . "HOW TO ANALYZE BIG DATA: A STUDY ON UNDERSTANDING WHAT THE TURKISH THINK ABOUT SYRIAN REFUGEE CRISIS". Selçuk İletişim 12 / 2 (Temmuz 2019): 763-780 . https://doi.org/10.18094/josc.596301
AMA Aslan P , Ertem Eray T . HOW TO ANALYZE BIG DATA: A STUDY ON UNDERSTANDING WHAT THE TURKISH THINK ABOUT SYRIAN REFUGEE CRISIS. Selçuk İletişim. 2019; 12(2): 763-780.
Vancouver Aslan P , Ertem Eray T . HOW TO ANALYZE BIG DATA: A STUDY ON UNDERSTANDING WHAT THE TURKISH THINK ABOUT SYRIAN REFUGEE CRISIS. Selçuk İletişim. 2019; 12(2): 780-763.