Enhancing Marketing Personalized Shopping Recommendations in the UAE: Leveraging Logic Mining and Advanced Technologies

[1] Akram, U., Junaid, M., Zafar, A. U., Li, Z. and Fan, M. 2021. Online purchase intention in Chinese social commerce platforms: Being emotional or rational? Journal of Retailing and Consumer Services, 63, 102669. Akram U. Junaid M. Zafar A. U. Li Z. Fan M. 2021 . Online purchase intention in Chinese social commerce platforms: Being emotional or rational? Journal of Retailing and Consumer Services , 63 , 102669 . Search in Google Scholar

[2] Alam, I., Khusro, S. and Khan, M. 2021. Personalized content recommendations on smart TV: challenges, opportunities, and future research directions. Entertainment Computing, 38, 100418. Alam I. Khusro S. Khan M. 2021 . Personalized content recommendations on smart TV: challenges, opportunities, and future research directions . Entertainment Computing , 38 , 100418 . Search in Google Scholar

[3] Almahmood, R.J.K. and Tekerek, A. 2022. Issues and Solutions in Deep Learning-Enabled Recommendation Systems within the E-Commerce Field. Applied Sciences, 12(21), 11256. Almahmood R.J.K. Tekerek A. 2022 . Issues and Solutions in Deep Learning-Enabled Recommendation Systems within the E-Commerce Field . Applied Sciences , 12 ( 21 ), 11256 . Search in Google Scholar

[4] Bleize, D.N. and Antheunis, M.L. 2019. Factors influencing purchase intent in virtual worlds: a review of the literature. Journal of Marketing Communications, 25 (4), pp.403-420. Bleize D.N. Antheunis M.L. 2019 . Factors influencing purchase intent in virtual worlds: a review of the literature . Journal of Marketing Communications , 25 ( 4 ), pp. 403 – 420 . Search in Google Scholar

[5] Chakraborty, D. and Paul, J. 2023. Healthcare apps’ purchase intention: A consumption values perspective. Technovation, 120, 102481. Chakraborty D. Paul J. 2023 . Healthcare apps’ purchase intention: A consumption values perspective . Technovation , 120 , 102481 . Search in Google Scholar

[6] Chang, T.Z. and Wildt, A.R. 1994. Price, product information, and purchase intention: An empirical study. Journal of the Academy of Marketing science, 22, pp.16-27. Chang T.Z. Wildt A.R. 1994 . Price, product information, and purchase intention: An empirical study . Journal of the Academy of Marketing science , 22 , pp. 16 – 27 . Search in Google Scholar

[7] Chiu, C.M., Hsu, M.H., Lai, H. and Chang, C.M. 2012. Re-examining the influence of trust on online repeat purchase intention: The moderating role of habit and its antecedents. Decision Support Systems, 53(4), pp.835-845. Chiu C.M. Hsu M.H. Lai H. Chang C.M. 2012 . Re-examining the influence of trust on online repeat purchase intention: The moderating role of habit and its antecedents . Decision Support Systems , 53 ( 4 ), pp. 835 - 845 . Search in Google Scholar

[8] Cui, Y. 2021. Intelligent recommendation system based on mathematical modeling in personalized data mining. Mathematical Problems in Engineering, 2021, pp.1-11. Cui Y. 2021 . Intelligent recommendation system based on mathematical modeling in personalized data mining . Mathematical Problems in Engineering , 2021 , pp. 1 – 11 . Search in Google Scholar

[9] El-Deen, R.A., Morsi, S. and Magdi, N. 2018. Using Semantic Web Technology and Data Mining for Personalized Recommender System to Online Shopping. In 2018 International Conference on Computer and Applications (ICCA), pp. 358-363. El-Deen R.A. Morsi S. Magdi N. 2018 . Using Semantic Web Technology and Data Mining for Personalized Recommender System to Online Shopping . In 2018 International Conference on Computer and Applications (ICCA) , pp. 358 – 363 . Search in Google Scholar

[10] Fayyaz, Z., Ebrahimian, M., Nawara, D., Ibrahim, A. and Kashef, R. 2020. Recommendation systems: Algorithms, challenges, metrics, and business opportunities. applied sciences, 10(21), 7748. Fayyaz Z. Ebrahimian M. Nawara D. Ibrahim A. Kashef R. 2020 . Recommendation systems: Algorithms, challenges, metrics, and business opportunities . applied sciences , 10 ( 21 ), 7748 . Search in Google Scholar

[11] Guo, Y., Wang, M. and Li, X. 2017. An interactive personalized recommendation system using the hybrid algorithm model. Symmetry, 9 (10), 216. Guo Y. Wang M. Li X. 2017 . An interactive personalized recommendation system using the hybrid algorithm model . Symmetry , 9 ( 10 ), 216 . Search in Google Scholar

[12] Hair Jr, J.F., Hult, G.T.M., Ringle, C.M., Sarstedt, M., Danks, N.P., Ray, S. and Ray, S. 2021. Evaluation of reflective measurement models. Partial least squares structural equation modeling (PLS-SEM) using R: A workbook, pp.75-90. Hair Jr J.F. Hult G.T.M. Ringle C.M. Sarstedt M. Danks N.P. Ray S. Ray S. 2021 . Evaluation of reflective measurement models . Partial least squares structural equation modeling (PLS-SEM) using R: A workbook , pp. 75 – 90 . Search in Google Scholar

[13] Hallikainen, H., Luongo, M., Dhir, A. and Laukkanen, T. 2022. Consequences of personalized product recommendations and price promotions in online grocery shopping. Journal of Retailing and Consumer Services, 69, 103088. Hallikainen H. Luongo M. Dhir A. Laukkanen T. 2022 . Consequences of personalized product recommendations and price promotions in online grocery shopping . Journal of Retailing and Consumer Services , 69 , 103088 . Search in Google Scholar

[14] Henseler, J., Ringle, C.M. and Sarstedt, M. 2015. A new criterion for assessing discriminant validity in variancebased structural equation modeling. Journal of the academy of marketing science, 43, pp.115-135. Henseler J. Ringle C.M. Sarstedt M. 2015 . A new criterion for assessing discriminant validity in variancebased structural equation modeling . Journal of the academy of marketing science , 43 , pp. 115 – 135 . Search in Google Scholar

[15] Ismail, K., Nopiah, Z.M., Mohamad, S.R. and Pang, C.L. 2020. Technical competency among vocational teachers in Malaysian public skills training institutions: Measurement model validation using PLS-SEM. Journal of Technical Education and Training, 12 (1). Ismail K. Nopiah Z.M. Mohamad S.R. Pang C.L. 2020 . Technical competency among vocational teachers in Malaysian public skills training institutions: Measurement model validation using PLS-SEM . Journal of Technical Education and Training , 12 ( 1 ). Search in Google Scholar

[16] Kang, H. 2021. Sample size determination and power analysis using the G* Power software. Journal of educational evaluation for health professions, 18. Kang H. 2021 . Sample size determination and power analysis using the G* Power software . Journal of educational evaluation for health professions , 18 . Search in Google Scholar

[17] Karthik, R.V. and Ganapathy, S. 2021. A fuzzy recommendation system for predicting the customers interests using sentiment analysis and ontology in e-commerce. Applied Soft Computing, 108, 107396 Karthik R.V. Ganapathy S. 2021 . A fuzzy recommendation system for predicting the customers interests using sentiment analysis and ontology in e-com-merce . Applied Soft Computing , 108 , 107396 Search in Google Scholar

[18] Khanal, S.S., Prasad, P.W.C., Alsadoon, A. and Maag, A. 2020. A systematic review: machine learning based recommendation systems for e-learning. Education and Information Technologies, 25, pp.2635-2664. Khanal S.S. Prasad P.W.C. Alsadoon A. Maag A. 2020 . A systematic review: machine learning based recommendation systems for e-learning . Education and Information Technologies , 25 , pp. 2635 – 2664 . Search in Google Scholar

[19] Kim, J.H. 2019. Multicollinearity and misleading statistical results. Korean journal of anesthesiology, 72(6), 558. Kim J.H. 2019 . Multicollinearity and misleading statistical results . Korean journal of anesthesiology , 72 ( 6 ), 558 . Search in Google Scholar

[20] Ko, H., Lee, S., Park, Y. and Choi, A. 2022. A survey of recommendation systems: recommendation models, techniques, and application fields. Electronics, 11 (1), 141. Ko H. Lee S. Park Y. Choi A. 2022 . A survey of recommendation systems: recommendation models, techniques, and application fields . Electronics , 11 ( 1 ), 141 . Search in Google Scholar

[21] Kozmina, N. and Niedrite, L. 2010. Olap personalization with user-describing profiles. In Perspectives in Business Informatics Research: 9th International Conference, BIR 2010, Rostock Germany, September 29–October 1, 2010. Proceedings 9 (pp. 188-202). Springer Berlin Heidelberg. Kozmina N. Niedrite L. 2010 . Olap personalization with user-describing profiles . In Perspectives in Business Informatics Research: 9th International Conference, BIR 2010, Rostock Germany, September 29–October 1, 2010. Proceedings 9 (pp. 188 – 202 ). Springer Berlin Heidelberg . Search in Google Scholar

[22] Lakens, D. 2022. Sample size justification. Collabra: Psychology, 8(1), 33267. Lakens D. 2022 . Sample size justification . Collabra: Psychology , 8 ( 1 ), 33267 . Search in Google Scholar

[23] Lee, W.I., Cheng, S.Y. and Shih, Y.T. 2017. Effects among product attributes, involvement, word-of-mouth, and purchase intention in online shopping. Asia Pacific Management Review, 22(4), pp.223-229. Lee W.I. Cheng S.Y. Shih Y.T. 2017 . Effects among product attributes, involvement, word-of-mouth, and purchase intention in online shopping . Asia Pacific Management Review , 22 ( 4 ), pp. 223 – 229 . Search in Google Scholar

[24] Lin, L.Y. and Lu, C.Y. 2010. The influence of corporate image, relationship marketing, and trust on purchase intention: the moderating effects of word-of-mouth. Tourism review, 65(3), pp.16-34. Lin L.Y. Lu C.Y. 2010 . The influence of corporate image, relationship marketing, and trust on purchase intention: the moderating effects of word-of-mouth . Tourism review , 65 ( 3 ), pp. 16 – 34 . Search in Google Scholar

[25] Ma, L., Zhang, X., Ding, X. and Wang, G. 2020. How social ties influence customers’ involvement and online purchase intentions. Journal of Theoretical and Applied Electronic Commerce Research, 16(3), pp.395-408. Ma L. Zhang X. Ding X. Wang G. 2020 . How social ties influence customers’ involvement and online purchase intentions . Journal of Theoretical and Applied Electronic Commerce Research , 16 ( 3 ), pp. 395 – 408 . Search in Google Scholar

[26] Onofrei, G., Filieri, R. and Kennedy, L. 2022. Social media interactions, purchase intention, and behavioural engagement: The mediating role of source and content factors. Journal of Business Research, 142, pp.100-112. Onofrei G. Filieri R. Kennedy L. 2022 . Social media interactions, purchase intention, and behavioural engagement: The mediating role of source and content factors . Journal of Business Research , 142 , pp. 100 – 112 . Search in Google Scholar

[27] Qi, X., Yu, H. and Ploeger, A. 2020. Exploring influential factors including COVID-19 on green food purchase intentions and the intention–behaviour gap: A qualitative study among consumers in a Chinese context. International Journal of Environmental Research and Public Health, 17(19), 7106. Qi X. Yu H. Ploeger A. 2020 . Exploring influential factors including COVID-19 on green food purchase intentions and the intention-behaviour gap: A qualitative study among consumers in a Chinese context . International Journal of Environmental Research and Public Health , 17 ( 19 ), 7106 . Search in Google Scholar

[28] Rönkkö, M. and Cho, E. 2022. An updated guideline for assessing discriminant validity. Organizational Research Methods, 25 (1), pp.6-14. Rönkkö M. Cho E. 2022 . An updated guideline for assessing discriminant validity . Organizational Research Methods , 25 ( 1 ), pp. 6 – 14 . Search in Google Scholar

[29] Serdar, C.C., Cihan, M., Yücel, D. and Serdar, M. A. 2021. Sample size, power and effect size revisited: simplified and practical approaches in pre-clinical, clinical and laboratory studies. Biochemia medica, 31 (1), pp.27-53. Serdar C.C. Cihan M. Yücel D. Serdar M. A. 2021 . Sample size, power and effect size revisited: simplified and practical approaches in pre-clinical, clinical and laboratory studies . Biochemia medica , 31 ( 1 ), pp. 27 – 53 . Search in Google Scholar

[30] Serrano-Guerrero, J., Romero, F.P. and Olivas, J.A. 2021. Fuzzy logic applied to opinion mining: a review. Knowledge-Based Systems, 222, 107018. Serrano-Guerrero J. Romero F.P. Olivas J.A. 2021 . Fuzzy logic applied to opinion mining: a review . Knowledge-Based Systems , 222 , 107018 . Search in Google Scholar

[31] Shanthi, R. and Rajagopalan, S. P. 2018. A Personalized Hybrid Recommendation Procedure for Internet Shopping Support. International Journal of Advanced Computer Science and Applications, 9 (12). Shanthi R. Rajagopalan S. P. 2018 . A Personalized Hybrid Recommendation Procedure for Internet Shopping Support . International Journal of Advanced Computer Science and Applications , 9 ( 12 ). Search in Google Scholar

[32] Shareef, M.A., Kumar, V., Kumar, U. and Misra, S. C. 2008. The role of e-sellers’ overall reputation on trust formation, purchase intention and purchase satisfaction: a developing country perspective. International Journal of Electronic Marketing and Retailing, 2(2), pp.105-134. Shareef M.A. Kumar V. Kumar U. Misra S. C. 2008 . The role of e-sellers’ overall reputation on trust formation, purchase intention and purchase satisfaction: a developing country perspective . International Journal of Electronic Marketing and Retailing , 2 ( 2 ), pp. 105 – 134 . Search in Google Scholar

[33] Sharma, S., Rana, V. and Kumar, V. 2021. Deep learning based semantic personalized recommendation system. International Journal of Information Management Data Insights, 1(2), 100028. Sharma S. Rana V. Kumar V. 2021 . Deep learning based semantic personalized recommendation system . International Journal of Information Management Data Insights , 1 ( 2 ), 100028 . Search in Google Scholar

[34] Sohn, J.W. and Kim, J.K. 2020. Factors that influence purchase intentions in social commerce. Technology in Society, 63, 101365. Sohn J.W. Kim J.K. 2020 . Factors that influence purchase intentions in social commerce . Technology in Society , 63 , 101365 . Search in Google Scholar

[35] Sovey, S., Osman, K. and Mohd-Matore, M.E. 2022. Exploratory and confirmatory factor analysis for disposition levels of computational thinking instrument among secondary school students. European Journal of Educational Research, 11 (2), pp.639-652. Sovey S. Osman K. Mohd-Matore M.E. 2022 . Exploratory and confirmatory factor analysis for disposition levels of computational thinking instrument among secondary school students . European Journal of Educational Research , 11 ( 2 ), pp. 639 – 652 . Search in Google Scholar

[36] Srikumar, K. and Bhasker, B. 2005. Personalized recommendations in e-commerce. International journal of electronic business, 3(1), pp.4-27. Srikumar K. Bhasker B. 2005 . Personalized recommendations in e-commerce . International journal of electronic business , 3 ( 1 ), pp. 4 – 27 . Search in Google Scholar

[37] Stalidis, G., Karaveli, I., Diamantaras, K., Delianidi, M., Christantonis, K., Tektonidis, D. and Salampasis, M. 2023. Recommendation Systems for e-Shopping: Review of Techniques for Retail and Sustainable Marketing. Sustainability, 15 (23), 16151. Stalidis G. Karaveli I. Diamantaras K. Delianidi M. Christantonis K. Tektonidis D. Salampasis M. 2023 . Recommendation Systems for e-Shopping: Review of Techniques for Retail and Sustainable Marketing . Sustainability , 15 ( 23 ), 16151 . Search in Google Scholar

[38] Tian, J., Shi, X. and Li, M. 2023. Price-aware matrix factorization model for personalized recommendations. Information and Management, 60(5), 103815. Tian J. Shi X. Li M. 2023 . Price-aware matrix factorization model for personalized recommendations . Information and Management , 60 ( 5 ), 103815 . Search in Google Scholar

[39] Tran, T.N.T., Felfernig, A., Trattner, C. and Holzinger, A. 2021. Recommender systems in the healthcare domain: state-of-the-art and research issues. Journal of Intelligent Information Systems, 57, pp.171-201. Tran T.N.T. Felfernig A. Trattner C. Holzinger A. 2021 . Recommender systems in the healthcare domain: state-of-the-art and research issues . Journal of Intelligent Information Systems , 57 , pp. 171 – 201 . Search in Google Scholar

[40] Wang, Z., Wang, C. and Hao, Y. 2013. Influencing factors of private purchasing intentions of new energy vehicles in China. Journal of renewable and sustainable energy, 5 (6). Wang Z. Wang C. Hao Y. 2013 . Influencing factors of private purchasing intentions of new energy vehicles in China . Journal of renewable and sustainable energy , 5 ( 6 ). Search in Google Scholar

[41] Xu, Y., Ferwerda, B. and Lee, M.J. 2020. A qualitative study of user participation and challenges in a social shopping context. In Proceedings of the 4th HUMANIZE Workshop. Xu Y. Ferwerda B. Lee M.J. 2020 . A qualitative study of user participation and challenges in a social shopping context . In Proceedings of the 4th HUMANIZE Workshop . Search in Google Scholar

[42] Yan, S.R., Pirooznia, S., Heidari, A., Navimipour, N. J. and Unal, M. 2022. Implementation of a product-recommender system in an IoT-based smart shopping using fuzzy logic and apriori algorithm. IEEE Transactions on Engineering Management. Yan S.R. Pirooznia S. Heidari A. Navimipour N. J. Unal M. 2022 . Implementation of a product-recommender system in an IoT-based smart shopping using fuzzy logic and apriori algorithm . IEEE Transactions on Engineering Management . Search in Google Scholar

[43] Yang, L. and Yan, Z. 2011. Personalized recommendation for learning resources based-on case reasoning agents. In 2011 International Conference on Electrical and Control Engineering, pp.6689-6692. Yang L. Yan Z. 2011 . Personalized recommendation for learning resources based-on case reasoning agents . In 2011 International Conference on Electrical and Control Engineering , pp. 6689 – 6692 . Search in Google Scholar

[44] Zimmermann, R., Mora, D., Cirqueira, D., Helfert, M., Bezbradica, M., Werth, D. and Auinger, A. 2023. Enhancing brick-and-mortar store shopping experience with an augmented reality shopping assistant application using personalized recommendations and explainable artificial intelligence. Journal of Research in Interactive Marketing, 17(2), pp.273-298. Zimmermann R. Mora D. Cirqueira D. Helfert M. Bezbradica M. Werth D. Auinger A. 2023 . Enhancing brick-and-mortar store shopping experience with an augmented reality shopping assistant application using personalized recommendations and explainable artificial intelligence . Journal of Research in Interactive Marketing , 17 ( 2 ), pp. 273 – 298 . Search in Google Scholar

[45] Aburayya, A., Salloum, S., Alderbashi, K. A., Shwedeh, F., Yara, S., Raghad, A., awsan JM, Malaka, S. and Khaled, S. 2023. SEM-machine learning-based model for perusing the adoption of metaverse in higher education in UAE. International Journal of Data and Network Science, 7(2), pp.667-676. https://doi.org/10.5267/j.ijdns.2023.3.005 Aburayya A. Salloum S. Alderbashi K. A. Shwedeh F. Yara S. Raghad A. awsan JM Malaka S. Khaled S. 2023 . SEM-machine learning-based model for perusing the adoption of metaverse in higher education in UAE . International Journal of Data and Network Science , 7 ( 2 ), pp. 667 – 676 . https://doi.org/10.5267/j.ijdns.2023.3.005 Search in Google Scholar

[46] Alimour, S.A., Alnono, E., Aljasmi, S., El Farran, H., Alqawasmi, A.A., Alrabeei, M.M., Shwedeh, F. and Aburayya, A. 2024. The quality traits of artificial intelligence operations in predicting mental healthcare professionals’ perceptions: A case study in the psychotherapy division. Journal of Autonomous Intelligence, 7(4). https://doi.org/10.32629/jai.v7i4.1438 Alimour S.A. Alnono E. Aljasmi S. El Farran H. Alqawasmi A.A. Alrabeei M.M. Shwedeh F. Aburayya A. 2024 . The quality traits of artificial intelligence operations in predicting mental healthcare professionals’ perceptions: A case study in the psychotherapy division . Journal of Autonomous Intelligence , 7 ( 4 ). https://doi.org/10.32629/jai.v7i4.1438 Search in Google Scholar

[47] Alkashami, M., Mohammad, Taamneh, A., Khadragy, S., Shwedeh, F., Aburayya, A. and Salloum, S.A. 2023. AI different approaches and ANFIS data mining: A novel approach to predicting early employment readiness in middle eastern nations. International Journal of Data and Network Science, 7(3), pp.1267-1282. https://doi.org/10.5267/j.ijdns.2023.4.011 Alkashami M. Mohammad Taamneh A. Khadragy S. Shwedeh F. Aburayya A. Salloum S.A. 2023 . AI different approaches and ANFIS data mining: A novel approach to predicting early employment readiness in middle eastern nations . International Journal of Data and Network Science , 7 ( 3 ), pp. 1267 – 1282 . https://doi.org/10.5267/j.ijdns.2023.4.011 Search in Google Scholar

[48] Dahu, B.M., Aburayya, A., Shameem, B., Shwedeh, F., Alawadhi, M., Aljasmi, S., Salloum, S.A., Aburayya, H. and Aburayya, I. 2022. The Impact of COVID-19 Lockdowns on Air Quality: A Systematic Review Study. South Eastern European Journal of Public Health, 5. https://doi.org/10.11576/seejph-5929 Dahu B.M. Aburayya A. Shameem B. Shwedeh F. Alawadhi M. Aljasmi S. Salloum S.A. Aburayya H. Aburayya I. 2022 . The Impact of COVID-19 Lockdowns on Air Quality: A Systematic Review Study . South Eastern European Journal of Public Health , 5 . https://doi.org/10.11576/seejph-5929 Search in Google Scholar

[49] Khadragy, S., Elshaeer, M., Mouzaek, T., Shammass, D., Shwedeh, F., Aburayya, A., Jasri, A. and Aljasmi, S. 2022. Predicting Diabetes in United Arab Emirates Healthcare: Artificial Intelligence and Data Mining Case Study. South Eastern European Journal of Public Health, 5. https://doi.org/10.56801/seejph.vi.406 Khadragy S. Elshaeer M. Mouzaek T. Shammass D. Shwedeh F. Aburayya A. Jasri A. Aljasmi S. 2022 . Predicting Diabetes in United Arab Emirates Healthcare: Artificial Intelligence and Data Mining Case Study . South Eastern European Journal of Public Health , 5 . https://doi.org/10.56801/seejph.vi.406 Search in Google Scholar

[50] Ravikumar, R., Kitan, A., Taamneh, A., Aburayya, A., Shwedeh, F., Salloum, S. and Shaalan, K. 2023. The Impact of Big Data Quality Analytics on Knowledge Management in Healthcare Institutions: Lessons Learned from Big Data’s Application within The Healthcare Sector. South Eastern European Journal of Public Health, 5. https://doi.org/10.56801/seejph.vi.309 Ravikumar R. Kitan A. Taamneh A. Aburayya A. Shwedeh F. Salloum S. Shaalan K. 2023 . The Impact of Big Data Quality Analytics on Knowledge Management in Healthcare Institutions: Lessons Learned from Big Data’s Application within The Healthcare Sector . South Eastern European Journal of Public Health , 5 . https://doi.org/10.56801/seejph.vi.309 Search in Google Scholar

[51] Shwedeh, F. 2024. Harnessing digital issue in adopting metaverse technology in higher education institutions: Evidence from the United Arab Emirates. International Journal of Data and Network Science, 8(1), pp.489-504. https://doi.org/10.5267/j.ijdns.2023.9.007 Shwedeh F. 2024 . Harnessing digital issue in adopting metaverse technology in higher education institutions: Evidence from the United Arab Emirates . International Journal of Data and Network Science , 8 ( 1 ), pp. 489 – 504 . https://doi.org/10.5267/j.ijdns.2023.9.007 Search in Google Scholar

[52] Shwedeh, F., Aburayya, A., Raghad, A., Adelaja, A. A., Ogbolu, G., Abid, A. and Salloum, S. 2022. SMEs’ Innovativeness and Technology Adoption as Downsizing Strategies during COVID-19: The Moderating Role of Financial Sustainability in the Tourism Industry Using Structural Equation Modelling. Sustainability, 14(23), 16044. https://doi.org/10.3390/su142316044 Shwedeh F. Aburayya A. Raghad A. Adelaja A. A. Ogbolu G. Abid A. Salloum S. 2022 . SMEs’ Innovativeness and Technology Adoption as Downsizing Strategies during COVID-19: The Moderating Role of Financial Sustainability in the Tourism Industry Using Structural Equation Modelling . Sustainability , 14 ( 23 ), 16044 . https://doi.org/10.3390/su142316044 Search in Google Scholar

[53] Shwedeh, F., Adelaja, A.A., Ogbolu, G., Kitana, A., Taamneh, A., Aburayya, A. and Salloum, S. 2023. Entrepreneurial innovation among international students in the UAE: Differential role of entrepreneurial education using SEM analysis. International Journal of Innovative Research and Scientific Studies, 6(2), pp.266-280. https://doi.org/10.53894/ijirss.v6i2.1328 Shwedeh F. Adelaja A.A. Ogbolu G. Kitana A. Taamneh A. Aburayya A. Salloum S. 2023 . Entrepreneurial innovation among international students in the UAE: Differential role of entrepreneurial education using SEM analysis . International Journal of Innovative Research and Scientific Studies , 6 ( 2 ), pp. 266 – 280 . https://doi.org/10.53894/ijirss.v6i2.1328 Search in Google Scholar

[54] Shwedeh, F., Hami, N., Abu Bakar, S.Z., Yamin, F. M. and Anuar, A. 2022. The Relationship between Technology Readiness and Smart City Performance in Dubai. Journal of Advanced Research in Applied Sciences and Engineering Technology, 29(1), pp.1-12. https://doi.org/10.37934/araset.29.1.112 Shwedeh F. Hami N. Abu Bakar S.Z. Yamin F. M. Anuar A. 2022 . The Relationship between Technology Readiness and Smart City Performance in Dubai . Journal of Advanced Research in Applied Sciences and Engineering Technology , 29 ( 1 ), pp. 1 – 12 . https://doi.org/10.37934/araset.29.1.112 Search in Google Scholar

[55] Shwedeh, F., Hami, N. and Abu Baker, S. Z. 2020. Effect of leadership style on policy timeliness and performance of smart city in Dubai: a review. Proceedings of the International Conference on Industrial Engineering and Operations Management Dubai, UAE, March 10-12, 2020, pp.917–922. Shwedeh F. Hami N. Abu Baker S. Z. 2020 . Effect of leadership style on policy timeliness and performance of smart city in Dubai: a review . Proceedings of the International Conference on Industrial Engineering and Operations Management Dubai, UAE, March 10-12, 2020 , pp. 917 – 922 . Search in Google Scholar