{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,9,11]],"date-time":"2025-09-11T21:16:23Z","timestamp":1757625383353,"version":"3.44.0"},"publisher-location":"Cham","reference-count":27,"publisher":"Springer Nature Switzerland","isbn-type":[{"type":"print","value":"9783032026682"},{"type":"electronic","value":"9783032026699"}],"license":[{"start":{"date-parts":[[2025,1,1]],"date-time":"2025-01-01T00:00:00Z","timestamp":1735689600000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2025,1,1]],"date-time":"2025-01-01T00:00:00Z","timestamp":1735689600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2025]]},"DOI":"10.1007\/978-3-032-02669-9_14","type":"book-chapter","created":{"date-parts":[[2025,8,21]],"date-time":"2025-08-21T04:37:10Z","timestamp":1755751030000},"page":"172-187","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":0,"title":["Enhancing Competency Development and Organizational Effectiveness Through Advanced Technologies: A Position Paper"],"prefix":"10.1007","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-0686-7540","authenticated-orcid":false,"given":"Jo\u00e3o Tiago","family":"Dias","sequence":"first","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0001-5139-6728","authenticated-orcid":false,"given":"Arnaldo","family":"Santos","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0002-3040-9080","authenticated-orcid":false,"given":"Paulo","family":"Martins","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0002-5383-9884","authenticated-orcid":false,"given":"Henrique S\u00e3o","family":"Mamede","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2025,8,22]]},"reference":[{"key":"14_CR1","doi-asserted-by":"publisher","unstructured":"Ahmed, O.: Artificial Intelligence in Human Resources. OSF (2020). https:\/\/doi.org\/10.31221\/osf.io\/cfwvm","DOI":"10.31221\/osf.io\/cfwvm"},{"key":"14_CR2","doi-asserted-by":"crossref","unstructured":"Alrasheedi, N.S., Sammon, D., McCarthy, S.: Understanding the characteristics of workforce transformation in a digital transformation context. J. Decis. Syst. 31, 362\u2013383 (2022)","DOI":"10.1080\/12460125.2022.2073636"},{"issue":"1","key":"14_CR3","doi-asserted-by":"publisher","first-page":"5","DOI":"10.24818\/beman\/2024.14.1-01","volume":"14","author":"DH Boikanyo","year":"2024","unstructured":"Boikanyo, D.H.: Utilization of 4ir technologies to enhance strategic intelligence and dynamic capabilities for a sustainable competitive advantage. Bus. Excel. Manage. 14(1), 5\u201324 (2024)","journal-title":"Bus. Excel. Manage."},{"issue":"2","key":"14_CR4","doi-asserted-by":"publisher","first-page":"284","DOI":"10.1016\/j.hrmr.2017.11.001","volume":"29","author":"WF Cascio","year":"2019","unstructured":"Cascio, W.F.: Training trends: macro, micro, and policy issues. Hum. Resour. Manag. Rev. 29(2), 284\u2013297 (2019). https:\/\/doi.org\/10.1016\/j.hrmr.2017.11.001","journal-title":"Hum. Resour. Manag. Rev."},{"key":"14_CR5","doi-asserted-by":"publisher","first-page":"75264","DOI":"10.1109\/ACCESS.2020.2988510","volume":"8","author":"L Chen","year":"2020","unstructured":"Chen, L., Chen, P., Lin, Z.: Artificial intelligence in education: a review. IEEE Access 8, 75264\u201375278 (2020). https:\/\/doi.org\/10.1109\/ACCESS.2020.2988510","journal-title":"IEEE Access"},{"key":"14_CR6","unstructured":"Coppin, B.: Artificial Intelligence Illuminated. Jones & Bartlett Learning (2004)"},{"key":"14_CR7","doi-asserted-by":"crossref","unstructured":"Di Vaio, A., Latif, B., Gunarathne, N., Gupta, M., D\u2019Adamo, I.: Digitalization and artificial knowledge for accountability in SCM: a systematic literature review. J. Enterpr. Inf. Manage. 37(2), 606\u2013672 (2024)","DOI":"10.1108\/JEIM-08-2022-0275"},{"key":"14_CR8","doi-asserted-by":"publisher","unstructured":"Dias, J., Santos, A.: Learning analytics framework applied to training context. In: Reis, A., Barroso, J., Martins, P., Jimoyiannis, A., Huang, R.Y.-M., Henriques, R. (eds.) Technology and Innovation in Learning, Teaching and Education, pp. 110\u2013130. Springer Nature Switzerland (2022). https:\/\/doi.org\/10.1007\/978-3-031-22918-3_9","DOI":"10.1007\/978-3-031-22918-3_9"},{"key":"14_CR9","doi-asserted-by":"crossref","unstructured":"Hasanov, A., Laine, T.H., Chung, T.-S.: A survey of adaptive context-aware learning environments. J. Ambient Intell. Smart Environ. 11(5), 403\u2013428 (2019)","DOI":"10.3233\/AIS-190534"},{"key":"14_CR10","unstructured":"Hevner, A.R.: A Three Cycle View of Design Science Research 19, 7 (2007)"},{"issue":"1","key":"14_CR11","doi-asserted-by":"publisher","first-page":"52","DOI":"10.1016\/j.infoandorg.2018.02.004","volume":"28","author":"B Hinings","year":"2018","unstructured":"Hinings, B., Gegenhuber, T., Greenwood, R.: Digital innovation and transformation: an institutional perspective. Inf. Org. 28(1), 52\u201361 (2018). https:\/\/doi.org\/10.1016\/j.infoandorg.2018.02.004","journal-title":"Inf. Org."},{"key":"14_CR12","doi-asserted-by":"crossref","unstructured":"Iatrellis, O., Panagiotakopoulos, T., Gerogiannis, V.C., Fitsilis, P., Kameas, A.: Cloud computing and semantic web technologies for ubiquitous management of smart cities-related competencies. Educ. Inf. Technol. 26(2), 2143\u20132164 (2021)","DOI":"10.1007\/s10639-020-10351-9"},{"issue":"3","key":"14_CR13","doi-asserted-by":"publisher","first-page":"215824402110475","DOI":"10.1177\/21582440211047576","volume":"11","author":"S Kraus","year":"2021","unstructured":"Kraus, S., Jones, P., Kailer, N., Weinmann, A., Chaparro-Banegas, N., Roig-Tierno, N.: Digital transformation: an overview of the current state of the art of research. SAGE Open 11(3), 21582440211047576 (2021). https:\/\/doi.org\/10.1177\/21582440211047576","journal-title":"SAGE Open"},{"key":"14_CR14","doi-asserted-by":"publisher","unstructured":"Lim, L.-A., et al.: What changes, and for whom? A study of the impact of learning analytics-based process feedback in a large course. Learn. Instruct. 72, 101202. https:\/\/doi.org\/10.1016\/j.learninstruc.2019.04.003","DOI":"10.1016\/j.learninstruc.2019.04.003"},{"key":"14_CR15","doi-asserted-by":"crossref","unstructured":"Lim, Z.Y., Yap, J.H., Lai, J.W., Mokhtar, I.A., Yeo, D.J., Cheong, K.H.: Advancing lifelong learning in the digital age: a narrative review of Singapore\u2019s skills future programme. Soc. Sci. (2076-0760) 13(2), 73 (2024)","DOI":"10.3390\/socsci13020073"},{"issue":"1","key":"14_CR16","doi-asserted-by":"publisher","first-page":"3","DOI":"10.1080\/09585192.2016.1244699","volume":"28","author":"JH Marler","year":"2017","unstructured":"Marler, J.H., Boudreau, J.W.: An evidence-based review of HR analytics. Int. J. Hum. Resour. Manage. 28(1), 3\u201326 (2017). https:\/\/doi.org\/10.1080\/09585192.2016.1244699","journal-title":"Int. J. Hum. Resour. Manage."},{"key":"14_CR17","doi-asserted-by":"publisher","unstructured":"Miah, M.: Unveiling the evolutionary impact of artificial intelligence on the workforce. Inform. Econ. 28(1), 39\u201356 (2024). https:\/\/doi.org\/10.24818\/issn14531305\/28.1.2024.04","DOI":"10.24818\/issn14531305\/28.1.2024.04"},{"issue":"3","key":"14_CR18","doi-asserted-by":"publisher","first-page":"45","DOI":"10.2753\/MIS0742-1222240302","volume":"24","author":"K Peffers","year":"2007","unstructured":"Peffers, K., Tuunanen, T., Rothenberger, M.A., Chatterjee, S.: A design science research methodology for information systems research. J. Manag. Inf. Syst. 24(3), 45\u201377 (2007). https:\/\/doi.org\/10.2753\/MIS0742-1222240302","journal-title":"J. Manag. Inf. Syst."},{"key":"14_CR19","doi-asserted-by":"crossref","unstructured":"Pesqueira, A., Sousa, M.J., Rocha, \u00c1.: Big data skills sustainable development in healthcare and pharmaceuticals. J. Med. Syst. 44(11), 1\u201315 (2020)","DOI":"10.1007\/s10916-020-01665-9"},{"issue":"6","key":"14_CR20","doi-asserted-by":"publisher","first-page":"1701","DOI":"10.1016\/j.tele.2018.04.015","volume":"35","author":"MW Rodrigues","year":"2018","unstructured":"Rodrigues, M.W., Isotani, S., Z\u00e1rate, L.E.: Educational data mining: a review of the evaluation process in the e-learning. Telemat. Inform. 35(6), 1701\u20131717 (2018). https:\/\/doi.org\/10.1016\/j.tele.2018.04.015","journal-title":"Telemat. Inform."},{"key":"14_CR21","doi-asserted-by":"publisher","first-page":"327","DOI":"10.1016\/j.future.2018.08.048","volume":"91","author":"MJ Sousa","year":"2019","unstructured":"Sousa, M.J., Rocha, \u00c1.: Digital learning: developing skills for the digital transformation of organizations. Futur. Gener. Comput. Syst. 91, 327\u2013334 (2019). https:\/\/doi.org\/10.1016\/j.future.2018.08.048","journal-title":"Futur. Gener. Comput. Syst."},{"key":"14_CR22","doi-asserted-by":"crossref","unstructured":"Srivastava, R., Palshikar, G.K., Chaurasia, S., Dixit, A.: What\u2019s next? A recommendation system for industrial training. Data Sci. Eng. 3(3), 232\u2013247 (2018)","DOI":"10.1007\/s41019-018-0076-2"},{"issue":"4","key":"14_CR23","doi-asserted-by":"publisher","first-page":"15","DOI":"10.1177\/0008125619867910","volume":"61","author":"P Tambe","year":"2019","unstructured":"Tambe, P., Cappelli, P., Yakubovich, V.: Artificial intelligence in human resources management: challenges and a path forward. Calif. Manage. Rev. 61(4), 15\u201342 (2019). https:\/\/doi.org\/10.1177\/0008125619867910","journal-title":"Calif. Manage. Rev."},{"key":"14_CR24","unstructured":"Upadhyaya, D., Garg, A.: Leveraging gamification and learning analytics for improved student learning. In: 2019 International Conference on Computing, Power and Communication Technologies (GUCON), Computing, Power and Communication Technologies (GUCON), pp. 132\u2013138. IEEE Xplore Digital Library (2019)"},{"key":"14_CR25","doi-asserted-by":"publisher","unstructured":"vom Brocke, J., Hevner, A., Maedche, A.: Introduction to design science research. In: vom Brocke, J., Hevner, A., Maedche, A. (eds.) Design Science Research. Cases, pp. 1\u201313. Springer International Publishing (2020). https:\/\/doi.org\/10.1007\/978-3-030-46781-4_1","DOI":"10.1007\/978-3-030-46781-4_1"},{"key":"14_CR26","doi-asserted-by":"publisher","unstructured":"Wheeler, S.: E-learning and digital learning. In: Seel, N.M. (ed.) Encyclopedia of the Sciences of Learning, pp. 1109\u20131111. Springer US (2012). https:\/\/doi.org\/10.1007\/978-1-4419-1428-6_431","DOI":"10.1007\/978-1-4419-1428-6_431"},{"key":"14_CR27","unstructured":"Whitby, B.: Artificial Intelligence. Rosen Publishing Group (2009). https:\/\/books.google.pt\/books?id=oBK6mi7xBlIC"}],"container-title":["Communications in Computer and Information Science","Technology and Innovation in Learning, Teaching and Education"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-032-02669-9_14","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,9,9]],"date-time":"2025-09-09T18:01:56Z","timestamp":1757440916000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-032-02669-9_14"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025]]},"ISBN":["9783032026682","9783032026699"],"references-count":27,"URL":"https:\/\/doi.org\/10.1007\/978-3-032-02669-9_14","relation":{},"ISSN":["1865-0929","1865-0937"],"issn-type":[{"type":"print","value":"1865-0929"},{"type":"electronic","value":"1865-0937"}],"subject":[],"published":{"date-parts":[[2025]]},"assertion":[{"value":"22 August 2025","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"TECH-EDU","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"International Conference on Technology and Innovation in Learning, Teaching and Education","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Abu Dhabi","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"United Arab Emirates","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2024","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"14 November 2024","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"16 November 2024","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"4","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"techedu2024","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"https:\/\/tech-edu.ws\/2024\/","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}}]}}