How to cite this paper
Alkashami, M., Taamneh, A., Khadragy, S., Shwedeh, F., Aburayya, A & Salloum, S. (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), 1267-1282.
Refrences
Abdallah, S., Al Azzam, B., El Nokiti, A.,Salloum, S., Aljasmi, S., Aburayya, A., Shwedeh, F. (2022). A COVID19 Quality Prediction Model based on IBM Watson Machine Learning and Artificial Intelligence Experiment. Computer Integrat-ed Manufacturing Systems, 28(11), 499-518.
Aburayya, A., Salloum, S., Alderbashi, K., Shwedeh, F., Shaalan, Y., Alfaisal, R., Malaka, S & Shaalan, K. (2023). SEM-machine learning-based model for perusing the adoption of metaverse in higher education in UAE. International Jour-nal of Data and Network Science, 7(2), 667-676.
Bhaskaran, S., Lu, K., & Al Aali, M. (2016). A data mining approach for investigating students’ completion rates. Higher Education in the Twenty-First Century II - Papers From The Two-Day Workshop, 2014. https://doi.org/10.1201/b19335-11
Dawson, C., & Dawson, C. (2019). Educational data mining. In A–Z of Digital Research Methods. https://doi.org/10.4324/9781351044677-18
El Nokiti, A., Shaalan, K., Salloum, S., Aburayya, A., Shwedeh, F., Shameem , B. (2022). Is Blockchain the answer? A qualitative Study on how Blockchain Technology Could be used in the Education Sector to Improve the Quality of Ed-ucation Services and the Overall Student Experience. Computer Integrated Manufacturing Systems, 28 (11), 543-556.
Kesavaraj, G., & Sukumaran, S. (2013). A study on classification techniques in data mining. 2013 4th International Con-ference on Computing, Communications and Networking Technologies, ICCCNT 2013. https://doi.org/10.1109/ICCCNT.2013.6726842
Martínez-Cerdá, J. F., Torrent-Sellens, J., González-González, I., & Ficapal-Cusí, P. (2018). Opening the black-box in lifelong E-learning for employability: A framework for a Socio-Technical E-learning Employability System of Meas-urement (STELEM). Sustainability (Switzerland). https://doi.org/10.3390/su10041014
Md Razak, M. I., Yusof, A. M., Syazana, W. N., Jaafar, W. E., & Talib, A. H. (2014). Factors Influencing Unemployment among Graduates in Malaysia – An Overview. Journal of Economics and Sustainable Development. https://doi.org/10.1016/j.sbspro.2014.01.1269
Mishra, A., Bansal, R., & Singh, S. N. (2017). Educational data mining and learning analysis. Proceedings of the 7th In-ternational Conference Confluence 2017 on Cloud Computing, Data Science and Engineering. https://doi.org/10.1109/CONFLUENCE.2017.7943201
Peña-Ayala, A. (2014). Educational data mining: A survey and a data mining-based analysis of recent works. In Expert Systems with Applications. https://doi.org/10.1016/j.eswa.2013.08.042
Ramanathan, L., Geetha, A., & Khalid, M. (2015). Mining students’ record to predict their performance in undergraduate degree. International Journal of Applied Engineering Research.
Ravikumar, A., Kitana, A., Taamneh, A., Aburayya, A., Shwedeh, F., Salloum, S., Shaalan.,K. (2022). Impact of knowledge sharing on knowledge Acquisition among Higher Education Employees. Computer Integrated Manufactur-ing Systems, 28 (12), 827-845.
Ravikumar, R., Kitana, 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 Ap-plication within The Healthcare Sector. South Eastern European Journal of Public Health. Retrieved from http://seejph.com/index.php/seejph/article/view/309
Salameh, M., Taamneh, A., Kitana, A., Aburayya, A., Shwedeh, F., Salloum, S., ... & Varshney, D. (2022). The Impact of Project Management Office's Role on Knowledge Management: A Systematic Review Study. Computer Integrated Manufacturing Systems, 28(12), 846-863.
Salloum, S., Al Marzouqi, A., Alderbashi, K. Y., Shwedeh, F., Aburayya, A., Al Saidat, M. R., & Al-Maroof, R. S. (2023). Sustainability Model for the Continuous Intention to Use Metaverse Technology in Higher Education: A Case Study from Oman. Sustainability, 15(6), 5257.
Satyanarayana, N., Ramalingaswamy, C., & Ramadevi, Y. (2014). Survey of Classification Techniques in Data Mining. IJISET -International Journal of Innovative Science, Engineering & Technology.
Schnell, B., & Rodríguez, N. (2017). Ivory tower vs. workplace reality: Employability and the T&I curriculum–balancing academic education and vocational requirements: a study from the employers’ perspective. Interpreter and Translator Trainer. https://doi.org/10.1080/1750399X.2017.1344920
Shwedeh, F., Aburayya, A., Alfaisal, R., Adelaja, A. A., Ogbolu, G., Aldhuhoori, A., & Salloum, S. A. (2022a). SMEs’ In-novativeness 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., Adelaja, A. A., Ogbolu, G., Kitana, A., Taamneh, A., Aburayya, A., & Salloum, S. A. (2023). Entrepreneurial innovation among international students in the UAE: Differential role of entrepreneurial education using SEM analy-sis. International Journal of Innovative Research and Scientific Studies, 6(2), 266-280.
Shwedeh, F., Hami, N., Abu Bakar, S. (2021). Dubai smart city and residence happiness: A conceptual study. Annals of the Romanian Society for Cell Biology, 25(1), 7214 – 7222.
Shwedeh, F.,Hami, N., Abu BakarS., Mat Yamin, F., Anuar, A. (2022b). The Relationship between Technology Readiness and Smart City Performance in Dubai. Journal of Advanced Research in Applied Sciences and Engineering Technolo-gy, 29(1), 1–12. https://doi.org/10.37934/araset.29.1.112
Stott, T. (2007). Adding value to students in higher education: a 5-year analysis of student attainment of National Govern-ing Body Awards in a UK Outdoor Education Degree Programme. Journal of Adventure Education & Outdoor Learn-ing. https://doi.org/10.1080/14729670701750680
Tran, T. T. (2015). Is graduate employability the ‘whole-of-higher-education-issue’? Journal of Education and Work. https://doi.org/10.1080/13639080.2014.900167
Aburayya, A., Salloum, S., Alderbashi, K., Shwedeh, F., Shaalan, Y., Alfaisal, R., Malaka, S & Shaalan, K. (2023). SEM-machine learning-based model for perusing the adoption of metaverse in higher education in UAE. International Jour-nal of Data and Network Science, 7(2), 667-676.
Bhaskaran, S., Lu, K., & Al Aali, M. (2016). A data mining approach for investigating students’ completion rates. Higher Education in the Twenty-First Century II - Papers From The Two-Day Workshop, 2014. https://doi.org/10.1201/b19335-11
Dawson, C., & Dawson, C. (2019). Educational data mining. In A–Z of Digital Research Methods. https://doi.org/10.4324/9781351044677-18
El Nokiti, A., Shaalan, K., Salloum, S., Aburayya, A., Shwedeh, F., Shameem , B. (2022). Is Blockchain the answer? A qualitative Study on how Blockchain Technology Could be used in the Education Sector to Improve the Quality of Ed-ucation Services and the Overall Student Experience. Computer Integrated Manufacturing Systems, 28 (11), 543-556.
Kesavaraj, G., & Sukumaran, S. (2013). A study on classification techniques in data mining. 2013 4th International Con-ference on Computing, Communications and Networking Technologies, ICCCNT 2013. https://doi.org/10.1109/ICCCNT.2013.6726842
Martínez-Cerdá, J. F., Torrent-Sellens, J., González-González, I., & Ficapal-Cusí, P. (2018). Opening the black-box in lifelong E-learning for employability: A framework for a Socio-Technical E-learning Employability System of Meas-urement (STELEM). Sustainability (Switzerland). https://doi.org/10.3390/su10041014
Md Razak, M. I., Yusof, A. M., Syazana, W. N., Jaafar, W. E., & Talib, A. H. (2014). Factors Influencing Unemployment among Graduates in Malaysia – An Overview. Journal of Economics and Sustainable Development. https://doi.org/10.1016/j.sbspro.2014.01.1269
Mishra, A., Bansal, R., & Singh, S. N. (2017). Educational data mining and learning analysis. Proceedings of the 7th In-ternational Conference Confluence 2017 on Cloud Computing, Data Science and Engineering. https://doi.org/10.1109/CONFLUENCE.2017.7943201
Peña-Ayala, A. (2014). Educational data mining: A survey and a data mining-based analysis of recent works. In Expert Systems with Applications. https://doi.org/10.1016/j.eswa.2013.08.042
Ramanathan, L., Geetha, A., & Khalid, M. (2015). Mining students’ record to predict their performance in undergraduate degree. International Journal of Applied Engineering Research.
Ravikumar, A., Kitana, A., Taamneh, A., Aburayya, A., Shwedeh, F., Salloum, S., Shaalan.,K. (2022). Impact of knowledge sharing on knowledge Acquisition among Higher Education Employees. Computer Integrated Manufactur-ing Systems, 28 (12), 827-845.
Ravikumar, R., Kitana, 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 Ap-plication within The Healthcare Sector. South Eastern European Journal of Public Health. Retrieved from http://seejph.com/index.php/seejph/article/view/309
Salameh, M., Taamneh, A., Kitana, A., Aburayya, A., Shwedeh, F., Salloum, S., ... & Varshney, D. (2022). The Impact of Project Management Office's Role on Knowledge Management: A Systematic Review Study. Computer Integrated Manufacturing Systems, 28(12), 846-863.
Salloum, S., Al Marzouqi, A., Alderbashi, K. Y., Shwedeh, F., Aburayya, A., Al Saidat, M. R., & Al-Maroof, R. S. (2023). Sustainability Model for the Continuous Intention to Use Metaverse Technology in Higher Education: A Case Study from Oman. Sustainability, 15(6), 5257.
Satyanarayana, N., Ramalingaswamy, C., & Ramadevi, Y. (2014). Survey of Classification Techniques in Data Mining. IJISET -International Journal of Innovative Science, Engineering & Technology.
Schnell, B., & Rodríguez, N. (2017). Ivory tower vs. workplace reality: Employability and the T&I curriculum–balancing academic education and vocational requirements: a study from the employers’ perspective. Interpreter and Translator Trainer. https://doi.org/10.1080/1750399X.2017.1344920
Shwedeh, F., Aburayya, A., Alfaisal, R., Adelaja, A. A., Ogbolu, G., Aldhuhoori, A., & Salloum, S. A. (2022a). SMEs’ In-novativeness 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., Adelaja, A. A., Ogbolu, G., Kitana, A., Taamneh, A., Aburayya, A., & Salloum, S. A. (2023). Entrepreneurial innovation among international students in the UAE: Differential role of entrepreneurial education using SEM analy-sis. International Journal of Innovative Research and Scientific Studies, 6(2), 266-280.
Shwedeh, F., Hami, N., Abu Bakar, S. (2021). Dubai smart city and residence happiness: A conceptual study. Annals of the Romanian Society for Cell Biology, 25(1), 7214 – 7222.
Shwedeh, F.,Hami, N., Abu BakarS., Mat Yamin, F., Anuar, A. (2022b). The Relationship between Technology Readiness and Smart City Performance in Dubai. Journal of Advanced Research in Applied Sciences and Engineering Technolo-gy, 29(1), 1–12. https://doi.org/10.37934/araset.29.1.112
Stott, T. (2007). Adding value to students in higher education: a 5-year analysis of student attainment of National Govern-ing Body Awards in a UK Outdoor Education Degree Programme. Journal of Adventure Education & Outdoor Learn-ing. https://doi.org/10.1080/14729670701750680
Tran, T. T. (2015). Is graduate employability the ‘whole-of-higher-education-issue’? Journal of Education and Work. https://doi.org/10.1080/13639080.2014.900167