Araştırma Makalesi

EVALUATING TECHNOLOGICAL EMERGENCE FOR STRATEGIC TECHNOLOGY (ETEST) MANAGEMENT: A HYBRID MODEL OF SCIENTOMETRICS AND MCDM APPROACHES

Cilt: 2 Sayı: 2 31 Ekim 2019
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EVALUATING TECHNOLOGICAL EMERGENCE FOR STRATEGIC TECHNOLOGY (ETEST) MANAGEMENT: A HYBRID MODEL OF SCIENTOMETRICS AND MCDM APPROACHES

Öz

Increasing intensity and rapid shifts on technology domain force policymakers and managers to think more on adaptive strategies by understanding the nature of emergence. However, even there were many conceptual models without consensus, understanding the nature of emergence may not lead to decision for managers or policymakers. There were some proposals aiming to design practical solutions but different fields, experts, or subjects may alter these proposed solutions and sometimes make them biased. In this study, it is aimed to propose a conceptual model by using combination of scientometrics and fuzzy Multi-Criteria Decision Making for evaluating emerging topics holistically. By using fuzzy approach, it is thought that expert decisions can be enhanced and with applying decision making process a compromise solution can be reached.  Consequently, conceptual model is proposed and step-by-step methodology discussed.

Anahtar Kelimeler

Kaynakça

  1. Alexander, J., Chase, J., Newman, N., Porter, A., & Roessner, J. D. (2012). Emergence as a conceptual framework for understanding scientific and technological progress. Picmet '12: Proceedings - Technology Management for Emerging Technologies, 1286-1292.
  2. Blei, D. M., Ng, A. Y., & Jordan, M. I. (2003). Latent dirichlet allocation. Journal of Machine Learning Research, 3(4-5), 993-1022. doi:DOI 10.1162/jmlr.2003.3.4-5.993
  3. Chen, C. (2006). Information visualization: Beyond the horizon: Springer Science & Business Media.
  4. Chen, C. M. (2006). Citespace ii: Detecting and visualizing emerging trends and transient patterns in scientific literature. Journal of the American Society for Information Science and Technology, 57(3), 359-377. doi:10.1002/asi.20317
  5. Dernis, H., Squicciarini, M., & de Pinho, R. (2016). Detecting the emergence of technologies and the evolution and co-development trajectories in science (detects): A 'burst' analysis-based approach. Journal of Technology Transfer, 41(5), 930-960. doi:10.1007/s10961-015-9449-0
  6. Ding, W. Y., & Chen, C. M. (2014). Dynamic topic detection and tracking: A comparison of hdp, c-word, and cocitation methods. Journal of the Association for Information Science and Technology, 65(10), 2084-2097. doi:10.1002/asi.23134
  7. Fuchs, S. (1993). A sociological-theory of scientific change. Social Forces, 71(4), 933-953. doi:Doi 10.2307/2580125
  8. Garfield, E. (2006). Citation indexes for science. A new dimension in documentation through association of ideas (reprinted from science, vol 122, pg 108-11, 1955). International Journal of Epidemiology, 35(5), 1123-1127. doi:10.1093/ije/dyl189

Ayrıntılar

Birincil Dil

İngilizce

Konular

-

Bölüm

Araştırma Makalesi

Yayımlanma Tarihi

31 Ekim 2019

Gönderilme Tarihi

4 Ağustos 2019

Kabul Tarihi

13 Eylül 2019

Yayımlandığı Sayı

Yıl 2019 Cilt: 2 Sayı: 2

Kaynak Göster

APA
Burmaoğlu, S., & Dündar Aravacık, E. (2019). EVALUATING TECHNOLOGICAL EMERGENCE FOR STRATEGIC TECHNOLOGY (ETEST) MANAGEMENT: A HYBRID MODEL OF SCIENTOMETRICS AND MCDM APPROACHES. İzmir Katip Çelebi Üniversitesi İktisadi ve İdari Bilimler Fakültesi Dergisi, 2(2), 140-150. https://izlik.org/JA49YS87EW
AMA
1.Burmaoğlu S, Dündar Aravacık E. EVALUATING TECHNOLOGICAL EMERGENCE FOR STRATEGIC TECHNOLOGY (ETEST) MANAGEMENT: A HYBRID MODEL OF SCIENTOMETRICS AND MCDM APPROACHES. IKCIIBFD. 2019;2(2):140-150. https://izlik.org/JA49YS87EW
Chicago
Burmaoğlu, Serhat, ve Esra Dündar Aravacık. 2019. “EVALUATING TECHNOLOGICAL EMERGENCE FOR STRATEGIC TECHNOLOGY (ETEST) MANAGEMENT: A HYBRID MODEL OF SCIENTOMETRICS AND MCDM APPROACHES”. İzmir Katip Çelebi Üniversitesi İktisadi ve İdari Bilimler Fakültesi Dergisi 2 (2): 140-50. https://izlik.org/JA49YS87EW.
EndNote
Burmaoğlu S, Dündar Aravacık E (01 Ekim 2019) EVALUATING TECHNOLOGICAL EMERGENCE FOR STRATEGIC TECHNOLOGY (ETEST) MANAGEMENT: A HYBRID MODEL OF SCIENTOMETRICS AND MCDM APPROACHES. İzmir Katip Çelebi Üniversitesi İktisadi ve İdari Bilimler Fakültesi Dergisi 2 2 140–150.
IEEE
[1]S. Burmaoğlu ve E. Dündar Aravacık, “EVALUATING TECHNOLOGICAL EMERGENCE FOR STRATEGIC TECHNOLOGY (ETEST) MANAGEMENT: A HYBRID MODEL OF SCIENTOMETRICS AND MCDM APPROACHES”, IKCIIBFD, c. 2, sy 2, ss. 140–150, Eki. 2019, [çevrimiçi]. Erişim adresi: https://izlik.org/JA49YS87EW
ISNAD
Burmaoğlu, Serhat - Dündar Aravacık, Esra. “EVALUATING TECHNOLOGICAL EMERGENCE FOR STRATEGIC TECHNOLOGY (ETEST) MANAGEMENT: A HYBRID MODEL OF SCIENTOMETRICS AND MCDM APPROACHES”. İzmir Katip Çelebi Üniversitesi İktisadi ve İdari Bilimler Fakültesi Dergisi 2/2 (01 Ekim 2019): 140-150. https://izlik.org/JA49YS87EW.
JAMA
1.Burmaoğlu S, Dündar Aravacık E. EVALUATING TECHNOLOGICAL EMERGENCE FOR STRATEGIC TECHNOLOGY (ETEST) MANAGEMENT: A HYBRID MODEL OF SCIENTOMETRICS AND MCDM APPROACHES. IKCIIBFD. 2019;2:140–150.
MLA
Burmaoğlu, Serhat, ve Esra Dündar Aravacık. “EVALUATING TECHNOLOGICAL EMERGENCE FOR STRATEGIC TECHNOLOGY (ETEST) MANAGEMENT: A HYBRID MODEL OF SCIENTOMETRICS AND MCDM APPROACHES”. İzmir Katip Çelebi Üniversitesi İktisadi ve İdari Bilimler Fakültesi Dergisi, c. 2, sy 2, Ekim 2019, ss. 140-5, https://izlik.org/JA49YS87EW.
Vancouver
1.Serhat Burmaoğlu, Esra Dündar Aravacık. EVALUATING TECHNOLOGICAL EMERGENCE FOR STRATEGIC TECHNOLOGY (ETEST) MANAGEMENT: A HYBRID MODEL OF SCIENTOMETRICS AND MCDM APPROACHES. IKCIIBFD [Internet]. 01 Ekim 2019;2(2):140-5. Erişim adresi: https://izlik.org/JA49YS87EW
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