Evaluation of Social Media Platforms Using Best-Worst Method and Fuzzy VIKOR Methods: A Case Study of Travel Agency

Abohashem Abadi, F., Ghasemian Sahebi, I., Arab, A., Alavi, A., & Karachi, H. (2017). Application of best-worst method in evaluation of medical tourism development strategy. Decision Science Letters, 6(1), 77-86  [H1] https://doi.org/10.5267/j.dsl.2017.4.002

Akbarian-Saravi, N., Mobini, M., & Rabbani M. (2020). Development of a comprehensive decision support tool for strategic and tactical planning of a sustainable bioethanol supply chain: Real case study, discussions and policy implications. Journal of Cleaner Production, 244, 118871[H2] [AC3] . https://doi.org/10.1016/j.jclepro.2019.118871.

Ali, Y., Razi, M., De Felice, F., Sabir, M., & Petrillo, A. (2019). A VIKOR based approach for assessing the social, environmental and economic effects of “smog” on human health. Science of the Total Environment, 650, 2897–2905[H4] [AC5] . https://doi.org/10.1016/J.SCITOTENV.2018.10.041

Ángeles Oviedo-García, M., Muñoz-Expósito, M., Castellanos-Verdugo, M., & Sancho-Mejías, M. (2014). Metric proposal for customer engagement in Facebook. Journal of Research in Interactive Marketing, 8(4), 327–344. https://doi.org/10.1108/JRIM-05-2014-0028

Awasthi, A., Govindan, K., & Gold, S. (2018). Multi-tier sustainable global supplier selection using a fuzzy AHP-VIKOR based approach. International Journal of Production Economics, 195, 106–117. https://doi.org/10.1016/J.IJPE.2017.10.013

Barak, S., & Dahooei, J. H. (2018). A novel hybrid fuzzy DEA-Fuzzy MADM method for airlines safety evaluation. Journal of Air Transport Management, 73, 134–149. https://doi.org/10.1016/J.JAIRTRAMAN.2018.09.001

Barnes, N. G., Lescault, A. M., & Holmes, G. (2015). The 2015 Fortune 500 and social media: Instagram gains, blogs lose. Retrieved from https://www.umassd.edu/cmr/social-media-research/2015-fortune-500/

Beheshtinia, M. A., & Omidi, S. (2017). A hybrid MCDM approach for performance evaluation in the banking industry. Kybernetes, 46(8), 1386-1407. https://doi.org/10.1108/K-03-2017-0105.

Bonyani, A., & Alimohammadlou, M. (2018). Identifying and prioritizing foreign companies interested in participating in post-sanctions Iranian energy sector. Energy Strategy Reviews, 21[H6] [AC7] , 180–190. https://doi.org/10.1016/J.ESR.2018.05.008

Boon-Long, S., & Wongsurawat, W. (2015). Social media marketing evaluation using social network comments as an indicator for identifying consumer purchasing decision effectiveness. Journal of Direct, Data and Digital Marketing Practice, 17(2), 130–149. https://doi.org/10.1057/dddmp.2015.51

Capatina, A., Micu, A., Micu, A. E., Bouzaabia, R., & Bouzaabia, O. (2018). Country-based comparison of accommodation brands in social media: An fsQCA approach. Journal of Business Research, 89, 235–242. https://doi.org/10.1016/J.JBUSRES.2017.11.017

Cheraghalipour, A., & Farsad, S. (2018). A bi-objective sustainable supplier selection and order allocation considering quantity discounts under disruption risks: A case study in plastic industry. Computers & Industrial Engineering, 118, 237–250. https://doi.org/10.1016/j.cie.2018.02.041

Cheraghalipour, A., Paydar, M. M., & Hajiaghaei-Keshteli, M. (2018). Applying a hybrid BWM-VIKOR approach to supplier selection: A case study in the Iranian agricultural implements industry. International Journal of Applied Decision Sciences, 11(3),[H8] . 274-301. https://doi.org/10.1504/IJADS.2018.092796

Clark, M., Black, H. G., & Judson, K. (2017). Brand community integration and satisfaction with social media sites: A comparative study. Journal of Research in Interactive Marketing, 11(1), 39–55. https://doi.org/10.1108/JRIM-07-2015-0047

Cox, D. D., & McLeod, S. (2014). Social media marketing and communications strategies for school superintendents. Journal of Educational Administration, 52(6), 850–868. https://doi.org/10.1108/JEA-11-2012-0117

Dedeoğlu, B. B., van Niekerk, M., Küçükergin, K. G., De Martino, M., & Okumuş, F. (2020). Effect of social media sharing on destination brand awareness and destination quality. Journal of Vacation Marketing, 26(1), 33–56. https://doi.org/10.1177/1356766719858644

Dincer, H., & Yüksel, S. (2018). Comparative evaluation of BSC-based new service development competencies in Turkish banking sector with the integrated fuzzy hybrid MCDM using content analysis. International Journal of Fuzzy Systems, 20[H9] [AC10] , 2497–2516. https://doi.org/10.1007/s40815-018-0519-y

Galan, M., Lawley, M., & Clements, M. (2015). Social media’s use in postgraduate students’ decision-making journey: An exploratory study. Journal of Marketing for Higher Education, 25[H11] (2), 287-312. https://doi.org/10.1080/08841241.2015.1083512

Gupta, H. (2018). Assessing organizations performance on the basis of GHRM practices using BWM and Fuzzy TOPSIS. Journal of Environmental Management, 226, 201–216. https://doi.org/10.1016/J.JENVMAN.2018.08.005

Haji Vahabzadeh, A., Asiaei, A., & Zailani, S. (2015). Green decision-making model in reverse logistics using FUZZY-VIKOR method. Resources, Conservation and Recycling, 103, 125–138. https://doi.org/10.1016/J.RESCONREC.2015.05.023

John, S., Larke, R., & Kilgour, M. (2018). Applications of social media for medical tourism marketing: An empirical analysis. Anatolia, 29(4), 553–565. https://doi.org/10.1080/13032917.2018.1473261

Kang, J. (2018). Effective marketing outcomes of hotel Facebook pages: The role of active participation and satisfaction. Journal of Hospitality and Tourism Insights, 1(2), 106–120. DOI: 10.1108/JHTI-10-2017-0003.

Keegan, B. J., & Rowley, J. (2017). Evaluation and decision making in social media marketing. Management Decision, 55(1), 15–31. https://doi.org/10.1108/MD-10-2015-0450

Kelly, L., Kerr, G., & Drennan, J. (2010). Avoidance of advertising in social networking sites. Journal of Interactive Advertising,. 10[H12] (2), 16-27. https://doi.org/10.1080/15252019.2010.10722167

Kheybari, S., Kazemi, M., & Rezaei, J. (2019). Bioethanol facility location selection using best-worst method. Applied Energy, 242, 612–623. https://doi.org/10.1016/j.apenergy.2019.03.054

Kim, W. G., & Park, S. A. (2017). Social media review rating versus traditional customer satisfaction: Which one has more incremental predictive power in explaining hotel performance? International Journal of Contemporary Hospitality Management. 29(2), 784-802. https://doi.org/10.1108/IJCHM-11-2015-0627

Kumar, A., Aswin, A., & Gupta H. (2020). Evaluating green performance of the airports using hybrid BWM and VIKOR methodology. Tourism Management, 76, 103941[H13] [AC14] . https://doi.org/10.1016/j.tourman.2019.06.016.

Li, N., & Zhao, H. (2016). Performance evaluation of eco-industrial thermal power plants by using fuzzy GRA-VIKOR and combination weighting techniques. Journal of Cleaner Production, 135, 169–183. https://doi.org/10.1016/J.JCLEPRO.2016.06.113

Menon, R. G. V., & Sigurdsson, V. (2016). Conjoint analysis for social media marketing experimentation: Choice, utility estimates and preference ranking. Managerial and Decision Economics, 37(4–5), 345–359. https://doi.org/10.1002/mde.2721

Nagle, T., & Pope, A. (2013). Understanding social media business value, a prerequisite for social media selection. Journal of Decision Systems, 22(4), 283–297. https://doi.org/10.1080/12460125.2014.846543

Omrani, H., Alizadeh, A., & Emrouznejad, A. (2018). Finding the optimal combination of power plants alternatives: A multi response Taguchi-neural network using TOPSIS and fuzzy best-worst method. Journal of Cleaner Production, 203, 210–223. https://doi.org/10.1016/J.JCLEPRO.2018.08.238

Opricovic, S. (1998). Multicriteria optimization of civil engineering systems. Faculty of Civil Engineering, Belgrade[H15] [AC16] .

Opricovic, S., & Tzeng, G.H. (2007). Extended VIKOR method in comparison with outrank-ing methods. European Journal of Operational Research, 178(2), 514–529. https://doi.org/10.1016/j.ejor.2006.01.020

Perçin, S. (2018). Evaluating airline service quality using a combined fuzzy decision-making approach. Journal of Air Transport Management, 68, 48–60. https://doi.org/10.1016/J.JAIRTRAMAN.2017.07.004

Rahimi, S., Hafezalkotob, A., Monavari, S. M., Hafezalkotob, A., & Rahimi, R. (2020). Sustainable landfill site selection for municipal solid waste based on a hybrid decision-making approach: Fuzzy group BWM-MULTIMOORA-GIS. Journal of Cleaner Production, 248, 119186[H17] [AC18] . https://doi.org/10.1016/j.jclepro.2019.119186.

Razavi Toosi, S. L., & Samani, J. M. V. (2017). Prioritizing watersheds using a novel hybrid decision model based on fuzzy DEMATEL, fuzzy ANP and fuzzy VIKOR. Water Resources Management, 31(9), 2853–2867[H19] [AC20] . https://doi.org/10.1007/s11269-017-1667-9

Rezaei, J. (2015). Best-worst multi-criteria decision-making method. Omega, 53, 49–57. https://doi.org/10.1016/J.OMEGA.2014.11.009

Rezaei, J. (2016). Best-worst multi-criteria decision-making method: Some properties and a linear model. Omega, 64, 126–130. https://doi.org/10.1016/J.OMEGA.2015.12.001

Rezaei, J., Nispeling, T., Sarkis, J., & Tavasszy, L. (2016). A supplier selection life cycle approach integrating traditional and environmental criteria using the best worst method. Journal of Cleaner Production, 135, 577–588. https://doi.org/10.1016/J.JCLEPRO.2016.06.125

Salimi, N., & Rezaei, J. (2018). Evaluating firms’ R&D performance using best worst method. Evaluation and Program Planning, 66, 147–155. https://doi.org/10.1016/j.evalprogplan.2017.10.002

Shojaei, P., Seyed Haeri, S. A., & Mohammadi, S. (2018). Airports evaluation and ranking model using Taguchi loss function, best-worst method and VIKOR technique. Journal of Air Transport Management, 68, 4–13. https://doi.org/10.1016/J.JAIRTRAMAN.2017.05.006

Stelzner, M. A. (2013). Social media marketing industry report 2013. Retrieved from Social Media Examiner: http://www.socialmediaexaminer.com/SocialMediaMarketingIndustryReport2013.pdf

Stević, Ž., Pamučar, D., Zavadskas, E., Ćirović, G., & Prentkovskis, O. (2017). The selection of wagons for the internal transport of a logistics company: A novel approach based on rough BWM and rough SAW methods. Symmetry, 9[H21] [AC22] (264), . https://doi.org/10.3390/sym9110264

Suganthi, L. (2018). Multi expert and multi criteria evaluation of sectoral investments for sustainable development: An integrated fuzzy AHP, VIKOR / DEA methodology. Sustainable Cities and Society, 43, 144–156. https://doi.org/10.1016/J.SCS.2018.08.022

Tavana, M., Momeni, E., Rezaeiniya, N., Mirhedayatian, S. M., & Rezaeiniya, H. (2013). A novel hybrid social media platform selection model using fuzzy ANP and COPRAS-G. Expert Systems with Applications, 40(14), 5694–5702. https://doi.org/10.1016/J.ESWA.2013.05.015

Tian, Z., Wang, J., Wang, J., & Zhang, H. (2018). A multi-phase QFD-based hybrid fuzzy MCDM approach for performance evaluation: A case of smart bike-sharing programs in Changsha. Journal of Cleaner Production, 171, 1068–1083. https://doi.org/10.1016/J.JCLEPRO.2017.10.098

Tian, Z., Wang, J., & Zhang, H. (2018). An integrated approach for failure mode and effects analysis based on fuzzy best-worst, relative entropy, and VIKOR methods. Applied Soft Computing, 72, 636–646. https://doi.org/10.1016/J.ASOC.2018.03.037

Toosi, S. L. R., & c J. M. V. [H23] [AC24] (2017). Prioritizing Watersheds Using a Novel Hybrid Decision Model Based on Fuzzy DEMATEL, Fuzzy ANP and Fuzzy VIKOR. Water Resources Management, 31, 2853–2867[H25] . https://doi.org/10.1007/s11269-017-1667-9.

Torabi, S. A., Giahi, R., & Sahebjamnia, N. (2016). An enhanced risk assessment framework for business continuity management systems. Safety Science, 89, 201–218. https://doi.org/10.1016/J.SSCI.2016.06.015

Turizm İstatistikleri. (2019[H26] ). Genel Değerlendirme 2019. Available at: https://yigm.ktb.gov.tr/Eklenti/69320,turizmistatistikleri2019-4pdf.pdf?0.  Accessed 04 March 2020.

Wan Ahmad, W. N. K., Rezaei, J., Sadaghiani, S., & Tavasszy, L. A. (2017). Evaluation of the external forces affecting the sustainability of oil and gas supply chain using Best Worst Method. Journal of Cleaner Production, 153, 242–252. https://doi.org/10.1016/J.JCLEPRO.2017.03.166

World Travel & Tourism Council (WTTC). (2019). Travel & Tourism Economic Impact 2019,  World. Available at: https://www.wttc.org/-/media/files/reports/economic-impact-research/regions-2019/world2019.pdf. Accessed 04 March 2020.

Wu, Y., Chen, K., Zeng, B., Xu, H., & Yang, Y. (2016). Supplier selection in nuclear power industry with extended VIKOR method under linguistic information. Applied Soft Computing, 48, 444–457. https://doi.org/10.1016/J.ASOC.2016.07.023

Wu, Z., Ahmad, J., & Xu, J. (2016). A group decision making framework based on fuzzy VIKOR approach for machine tool selection with linguistic information. Applied Soft Computing, 42, 314–324. https://doi.org/10.1016/J.ASOC.2016.02.007

Yadav, G., Mangla, S. K., Luthra, S., & Jakhar, S. (2018). Hybrid BWM-ELECTRE-based decision framework for effective offshore outsourcing adoption: a case study. International Journal of Production Research, 56(18), 6259–6278. https://doi.org/10.1080/00207543.2018.1472406

Yazdi, A. K., Komijan, A. R., Wanke, P. F., & Sardar, S. (2020). Oil project selection in Iran: A hybrid MADM approach in an uncertain environment, Applied Soft Computing Journal, 88, 106066[H27] [AC28] . https://doi.org/10.1016/j.asoc.2020.106066.

Zhao, H., Zhao, H., & Guo, S. (2017). Evaluating the comprehensive benefit of eco-industrial parks by employing multi-criteria decision making approach for circular economy. Journal of Cleaner Production, 142, 2262–2276[H29] [AC30] . https://doi.org/10.1016/J.JCLEPRO.2016.11.041

Zhu, Y.-Q., & Chen, H.-G. (2015). Social media and human need satisfaction: Implications for social media marketing. Business Horizons, 58(3), 335–345. https://doi.org/10.1016/J.BUSHOR.2015.01.006