Recent Updates on Intelligent System for Talent Management: Does That Become a Helpful System?

Authors

  • Aditia Putra Hamid Jakarta Global University
  • Rosyid Ridlo Al-Hakim Jakarta Global University
  • Yanuar Zulardiansyah Arief Universiti Malaysia Sarawak
  • ‪Brainvendra Widi Dionova Jakarta Global University
  • Mahmmoud Hussein A. Alrahman University of Baghdad

DOI:

https://doi.org/10.54259/satesi.v3i1.1590

Keywords:

Artificial Intelligence, Business Intelligence, Data Intelligence, Human Resources Management

Abstract

The use of information technology in human management today has increased, along with the implementation of intelligent systems that generally use artificial intelligence (AI) in their application. One of the areas of human management that has adopted AI is talent management (TM). TM is crucial for companies to identify, manage, determine, assess, and recommend talent (in this case, it can be employees) for their company's sustainability. The application of family planning in TM is not as extensive as thought, but this study tries to review the latest research that adapts AI to a very complex TM process. The results of this review are at least 11 articles involved in the use of family planning. These 11 articles certainly discuss one or more processes in TM, such as talent identification, talent matching or mapping, and talent recommendations. Some critical studies in the future are that in practice, AI needs to be widely used, especially to handle large-scale data management (data intelligence), in addition to intelligent system methods, and AI can be used for all processes in TM, proven to be accurate, efficient, safe, and fast in practice.

Downloads

Download data is not yet available.

References

R. R. Al Hakim, B. Harto, and A. L. Setyabudhi, “Dashboard Sistem Pendukung Keputusan Untuk Mengukur Penilaian Kinerja Karyawan Pada PT Cakrawala Asia,” Eng. Technol. Int. J., vol. 3, no. 3, pp. 46–59, 2021, [Online]. Available: https://mand-ycmm.org/index.php/eatij/article/view/108

R. R. Al Hakim, E. Rusdi, and M. A. Setiawan, "Android Based Expert System Application for Diagnose COVID-19 Disease: Cases Study of Banyumas Regency," J. Intell. Comput. Heal. Informatics, vol. 1, no. 2, pp. 1–13, 2020, doi: 10.26714/jichi.v1i2.5958.

E. Rich and K. Knight, Artificial Intelligence, 2nd ed. New York: McGraw-Hill Education, 1991.

Suyanto, Artificial Intelligence: Searching, Reasoning, Planning, dan Learning. Bandung: Informatika, 2014.

A. P. Hamid, R. R. Al Hakim, A. Sungkowo, T. Trikolas, H. Purnawan, and A. Jaenul, “Talent Management Employee Development by Using Certainty Factor Method of Expert System,” ARRUS J. Eng. Technol., vol. 1, no. 1, pp. 33–39, 2021, doi: 10.35877/jetech568.

S. Liu, G. Li, and H. Xia, "Analysis of Talent Management in the Artificial Intelligence Era," in Proceedings of the 5th Asia-Pacific Conference on Economic Research and Management Innovation (ERMI 2021), Feb. 2021, vol. 167, pp. 38–42. doi: 10.2991/AEBMR.K.210218.007.

N. F. Soelaiman, S. S. S. Ahmad, O. Mohd, R. R. Al Hakim, and H. A. Hidayah, "Modeling the civil servant discipline in Indonesia: partial least square-structural equation modeling approach," Asean Int. J. Bus., vol. 1, no. 1, pp. 43–58, 2022, doi: 10.54099/aijb.v1i1.72.

N. F. Soelaiman and R. R. Al-Hakim, “Pelanggaran Kedisiplinan yang Kerap Dilakukan Pegawai Negeri Sipil di Lingkungan Politeknik Negeri: Analisis Regresi Linear Terhadap Faktor-faktornya,” in Prosiding Seminar Nasional Humaniora, 2022, vol. 2, pp. 20–24. [Online]. Available: https://www.conference.unja.ac.id/SNH/article/view/192

Y. Barkun, E. Rollnik-Sadowska, and E. Glińska, "The concept of 'talent' in the labor management perspective - the bibliometric analysis of literature," Int. J. Ind. Eng. Manag., vol. 11, no. 2, pp. 104–116, Jun. 2020, doi: 10.24867/IJIEM-2020-2-257.

M. Younas and M. W. Bari, "The relationship between talent management practices and retention of generation 'Y' employees: mediating role of competency development," Econ. Res. Istraz. , vol. 33, no. 1, pp. 1330–1353, Jan. 2020, doi: 10.1080/1331677X.2020.1748510.

I. Rustiawan, Rubadi, R. T. H. Safariningsih, and A. Zen, "Talent Management Concepts: Analysis Recruitment, Program Training, Mentoring, and Leadership," Int. J. Bus. Appl. Econ., vol. 2, no. 2, pp. 233–244, Mar. 2023, doi: 10.55927/IJBAE.V2I2.2772.

K. Stadler, "Talent reviews: The key to effective succession management," Bus. Strateg. Ser., vol. 12, no. 5, pp. 264–271, 2011, doi: 10.1108/17515631111166906/FULL/XML.

M. Firdaus, “Analisis Kesiapan Industri Televisi Menuju Penyiaran Televisi Digital di Masa Pandemi Covid 19 (Studi Kasus TV Lokal Provinsi Bengkulu),” in SENABISMA: Prosiding Seminar Nasional Bisnis dan Manajemen, Oct. 2020, vol. 6, pp. 58–65. Accessed: Mar. 11, 2021. [Online]. Available: https://prosiding.polinema.ac.id/senabisma/index.php/senabisma/article/view/39

T. Z. Ahram, Advances in Artificial Intelligence, Software and Systems Engineering, vol. 787. Switzerland AG (CH): Springer International Publishing AG, 2019. doi: 10.1007/978-3-319-94229-2_44.

J. A. Wagner and J. R. Hollenbeck, Organizational Behavior: Securing Competitive Advantage, 3rd ed. New York (US): Routledge, 2020. doi: 10.4324/9781003009580.

K. Bashori, “Manajemen Talenta Untuk Mengoptimalkan Produktivitas PNS,” J. Kebijak. dan Manaj. PNS, vol. 6, no. 2, pp. 61–73, 2012, Accessed: Jun. 28, 2021. [Online]. Available: https://jurnal.bkn.go.id/index.php/asn/article/view/95

E. Pagan-Castaño, J. C. Ballester-Miquel, J. Sánchez-García, and M. Guijarro-García, "What's next in talent management?," J. Bus. Res., vol. 141, pp. 528–535, Mar. 2022, doi: 10.1016/J.JBUSRES.2021.11.052.

K. C. Saling and M. D. Do, "Leveraging People Analytics for an Adaptive Complex Talent Management System," Procedia Comput. Sci., vol. 168, pp. 105–111, Jan. 2020, doi: 10.1016/J.PROCS.2020.02.269.

R. R. Al Hakim et al., “Aplikasi Algoritma Dijkstra dalam Penyelesaian Berbagai Masalah,” Expert J. Manaj. Sist. Inf. dan Teknol., vol. 11, no. 1, pp. 42–47, 2021, doi: 10.36448/expert.v11i1.1939.

G. A. Siregar and L. Kartika, "Talent Management Design Strategy for Non-Management Staff Positions at PT XYZ," J. Manaj. Indones., vol. 20, no. 1, pp. 1–12, 2020.

W. Santoso, P. M. Sitorus, S. Batunanggar, F. T. Krisanti, G. Anggadwita, and A. Alamsyah, "Talent mapping: a strategic approach toward digitalization initiatives in the banking and financial technology (FinTech) industry in Indonesia," J. Sci. Technol. Policy Manag., vol. 12, no. 3, pp. 399–420, 2021, doi: 10.1108/JSTPM-04-2020-0075.

Y. Suhanda, H. Winarno, and A. Alfiandi, “Penerapan Metode Fuzzy pada Sistem Penilaian Kinerja Karyawan Toko Mas Citra,” JRIS J. Rekayasa Inf. Swadharma, vol. 3, no. 1, pp. 69–75, Jan. 2023, doi: 10.56486/JRIS.VOL3NO1.297.

B. Karatop, C. Kubat, and Ö. Uygun, "Talent management in manufacturing system using fuzzy logic approach," Comput. Ind. Eng., vol. 86, pp. 127–136, Aug. 2015, doi: 10.1016/J.CIE.2014.09.015.

E. Sjachriatin, “Dampak Manajemen Talenta pada Kinerja Organisasi: Peran Moderasi dari Sistem Manajemen Kinerja yang Efektif,” Media Mahard., vol. 17, no. 2, pp. 396–411, Jan. 2019, doi: 10.29062/MAHARDIKA.V17I2.216.

K. A. King and V. Vaiman, "Enabling effective talent management through a macro-contingent approach: A framework for research and practice," BRQ Bus. Res. Q., vol. 22, no. 3, pp. 194–206, Jul. 2019, doi: 10.1016/j.brq.2019.04.005.

F. Louzada, A. C. Maiorano, and A. Ara, "iSports: A web-oriented expert system for talent identification in soccer," Expert Syst. Appl., vol. 44, pp. 400–412, Feb. 2016, doi: 10.1016/J.ESWA.2015.09.007.

O. Allal-Chérif, A. Yela Aránega, and R. Castaño Sánchez, "Intelligent recruitment: How to identify, select, and retain talents from around the world using artificial intelligence," Technol. Forecast. Soc. Change, vol. 169, p. 120822, Aug. 2021, doi: 10.1016/J.TECHFORE.2021.120822.

V. Papić, N. Rogulj, and V. Pleština, "Identification of sport talents using a web-oriented expert system with a fuzzy module," Expert Syst. Appl., vol. 36, no. 5, pp. 8830–8838, Jul. 2009, doi: 10.1016/J.ESWA.2008.11.031.

C. Stephanie and R. Sarno, "Classification talent of employee using C4.5, KNN, SVM," in 2019 International Conference on Information and Communications Technology (ICOIACT), Jul. 2019, pp. 388–393. doi: 10.1109/ICOIACT46704.2019.8938508.

J. Siswanto, E. Cahyono, J. Monang, A. N. Aisha, and D. Mulyadi, "Identifying talent: public organisation with skewed performance scores," J. Manag. Dev., vol. 40, no. 4, pp. 293–312, 2021, doi: 10.1108/JMD-05-2020-0137/FULL/XML.

M. H. Novianto and A. Artiawati, “Strategi Identifikasi dan Pemetaan Talenta pada Branch Manager Sebagai Bagian dari Sistem Manajemen Talenta,” J. Psychol. Sci. Prof., vol. 3, no. 1, pp. 21–30, Apr. 2019, doi: 10.24198/JPSP.V3I1.20636.

S. N. Azmi, B. Sulistyo, L. Widyastuti, S. N. A. F., B. Sulistyo, and L. Widyastuti, "Identifikasi Kriteria Talenta Dari Key Positions Level Kepala Bagian Menggunakan Metode Human Asset Value Matrix Di Pt X," eProceedings Eng., vol. 3, no. 2, pp. 2331–2338, Aug. 2016, Accessed: Apr. 20, 2023. [Online]. Available: http://libraryeproceeding.telkomuniversity.ac.id/index.php/engineering/article/view/885

R. N. Musakuro, "A framework development for talent management in the higher education sector," SA J. Hum. Resour. Manag., vol. 20, no. 0, p. a1671, 2022, doi: 10.4102/SAJHRM.V20I0.1671.

S. A. Lopes, J. M. G. Sarraguça, J. A. Lopes, and M. E. Duarte, "A new approach to talent management in law firms: Integrating performance appraisal and assessment center data," Int. J. Product. Perform. Manag., vol. 64, no. 4, pp. 523–543, Apr. 2015, doi: 10.1108/IJPPM-08-2013-0147/FULL/XML.

Y. L. Lai and A. Ishizaka, "The application of multi-criteria decision analysis methods into talent identification process: A social psychological perspective," J. Bus. Res., vol. 109, pp. 637–647, Mar. 2020, doi: 10.1016/j.jbusres.2019.08.027.

S. Shikweni, W. Schurink, and R. van Wyk, "Talent management in the south african construction industry," SA J. Hum. Resour. Manag., vol. 17, no. 1, 2019, doi: 10.4102/SAJHRM.V17I0.1094.

Z. T. Rony, M. Yasin, T. B. Silitonga, F. Syarief, and R. A. Harianto, "Employee Mapping Process as a Solution for Empowering Human Resources in Companies," GATR Glob. J. Bus. Soc. Sci. Rev., vol. 9, no. 3, pp. 216–223, 2021, doi: 10.35609/gjbssr.2021.9.3(3).

M. Berliandaldo and A. Hidayat, "Implementing Talent Management Approach, to Improve Non-Tax Revenue in Center for Innovation," Int. J. Bus. Gen. Manag., vol. 6, no. 6, pp. 47–56, Oct. 2017.

J. Gelens, J. Hofmans, N. Dries, and R. Pepermans, "Talent management and organisational justice: Employee reactions to high potential identification," Hum. Resour. Manag. J., vol. 24, no. 2, pp. 159–175, 2014, doi: 10.1111/1748-8583.12029.

T. Ingram and W. Glod, "Talent Management in Healthcare Organizations - Qualitative Research Results," Procedia Econ. Financ., vol. 39, pp. 339–346, 2016, doi: 10.1016/S2212-5671(16)30333-1.

M. Festing, L. Schäfer, and H. Scullion, "Talent management in medium-sized German companies: An explorative study and agenda for future research," Int. J. Hum. Resour. Manag., vol. 24, no. 9, pp. 1872–1893, May 2013, doi: 10.1080/09585192.2013.777538.

E. Koekemoer, "An explorative study on factors influencing the career success of management employees," SA J. Ind. Psychol., vol. 40, no. 2, Jun. 2014, doi: 10.4102/sajip.v40i2.1204.

M. Yasin, "Talent Mapping/Assessment: Picturizing Talent in Organization," Int. J. Bus. Appl. Soc. Sci., vol. 3, no. 11, Nov. 2017, doi: 10.1177/105960117700200123.

R. N. Andari and S. Ella, "Digital Talent Management Model for Smart Village in Indonesia," in 2021 2nd International Conference on ICT for Rural Development (IC-ICTRuDev), 2021. doi: 10.1109/IC-ICTRUDEV50538.2021.9656515.

T. Reilly, A. M. Williams, A. Nevill, and A. Franks, "A multidisciplinary approach to talent identification in soccer," J. Sports Sci., vol. 18, no. 9, pp. 695–702, 2000, doi: 10.1080/02640410050120078.

S. Nijs, E. Gallardo-Gallardo, N. Dries, and L. Sels, "A multidisciplinary review into the definition, operationalization, and measurement of talent," J. World Bus., vol. 49, no. 2, pp. 180–191, Apr. 2014, doi: 10.1016/J.JWB.2013.11.002.

C. Xiang, T. F. Tengku Kamalden, H. Liu, and N. Ismail, "Exploring the Multidisciplinary Factors Affecting Sports Talent Identification," Front. Psychol., vol. 13, Jul. 2022, doi: 10.3389/FPSYG.2022.948121.

M. Kaliannan, D. Darmalinggam, M. Dorasamy, and M. Abraham, "Inclusive talent development as a key talent management approach: A systematic literature review," Hum. Resour. Manag. Rev., p. 100926, Jul. 2022, doi: 10.1016/J.HRMR.2022.100926.

E. Mack, M. Breit, M. Krischler, J. Gnas, and F. Preckel, "Talent development in natural science in elementary school: A juxtaposition of research and practice," Teach. Teach. Educ., vol. 104, p. 103366, Aug. 2021, doi: 10.1016/J.TATE.2021.103366.

A. Bouteraa and F. Bouaziz, "Do talent management practices improve organizational resilience? An empirical study within Tunisian companies," African J. Econ. Manag. Stud., 2023, doi: 10.1108/AJEMS-07-2022-0301.

D. S. Weerasinghe, "An Attempt To Build An Evidence-Based Player Ranking System For Talent Identification In Sri Lankan Football," in Proceedings of the 10th YSF Symposium, 2022, pp. 229–237.

Susilo, M., Kurniati, R., & Kasmawi. (2018). RANCANG BANGUN WEBSITE TOKO ONLINE MENGGUNAKAN METODE WATERFALL. InfoTekJar (Jurnal Nasional Informatika dan Teknologi Jaringan), 98-105.

Yuniarti, S., Sunarjo, & Sedyowati, L. (2020). Budidaya Cacing Lumbricus Rubellus dengan Media Limbah Jamur sebagai Bahan Dasar Kosmetik dan ObatObatan. Jurnal Pengabdian Masyarakat Universitas Merdeka Malang, 93-104.

Downloads

Published

2023-04-30

How to Cite

Aditia Putra Hamid, Rosyid Ridlo Al-Hakim, Yanuar Zulardiansyah Arief, ‪Brainvendra Widi Dionova, & Mahmmoud Hussein A. Alrahman. (2023). Recent Updates on Intelligent System for Talent Management: Does That Become a Helpful System?. SATESI: Jurnal Sains Teknologi Dan Sistem Informasi, 3(1), 38–44. https://doi.org/10.54259/satesi.v3i1.1590

Issue

Section

Articles