Nothing Special   »   [go: up one dir, main page]

Skip to main content

Digital Job Searching and Recruitment Platforms: A Semi-systematic Literature Review

  • Conference paper
  • First Online:
Methodologies and Intelligent Systems for Technology Enhanced Learning, Workshops - 13th International Conference (MIS4TEL 2023)

Abstract

The purpose of this paper is to shed light on the new E-recruitment trend that is pervading the lives of job seekers, included students, and job offers. A semi-systematic literature review on digital job searching and recruiting platform in the last five years was conducted with the aim to develop a preliminary conceptual framework. Following a replicable research process, a final sample of 37 publications was located in five subdimensions - Web Application Framework, Use of Artificial Intelligence technologies, Use of Blockchain Technologies, Type of User, User Experience - grouped by two dimensions of analysis: “Technical implementation of the platform”, “Platform usability analysis”. From our findings it emerges that the first one received strong attention, specifically with regards to subdimensions Web Application Framework and Use of the Artificial Intelligence Technologies; the subdimension Use of the Blockchain Technologies started to attract scholarly attention only from 2020. The second dimension of analysis has received a fair amount of attention over the last five years, but it seems that in 2021 the sub-dimension Type of User is perceived as the most attractive from scholars from different field of studies.

The contribution of this work is twofold. Firstly, it tries to shed lights on the main characteristics of the studies about the job searching and recruiting platforms as derived from the publications included in our review identifying appropriate dimensions and sub-dimensions of analysis that could be useful to analyze these platforms in the future. Secondly, for each sub-dimensions we identified the major challenges that authors have set out to address. This specific aspect will be helpful to identify the future research agenda for the topic investigated.

This is a preview of subscription content, log in via an institution to check access.

Access this chapter

Subscribe and save

Springer+ Basic
$34.99 /Month
  • Get 10 units per month
  • Download Article/Chapter or eBook
  • 1 Unit = 1 Article or 1 Chapter
  • Cancel anytime
Subscribe now

Buy Now

Chapter
USD 29.95
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
USD 149.00
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD 199.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Purchases are for personal use only

Institutional subscriptions

Similar content being viewed by others

References

  1. Adamovic, M.: Organizational justice research: a review, synthesis, and research agenda. Eur. Manag. Rev. (2023)

    Google Scholar 

  2. Afnan, T., Rabaan, H., Jones, K.M.L., Dombrowski, L.: Asymmetries in online job-seeking: a case study of Muslim-American women. Proc. ACM Hum.-Comput. Interact. 5(CSCW2), 1–29 (2021). https://doi.org/10.1145/3479548

  3. Ahamad, F.: Impact of online job search and job reviews on job decision. In: Paper Presented at the WSDM 2020 - Proceedings of the 13th International Conference on Web Search and Data Mining, pp. 909–910 (2020). https://doi.org/10.1145/3336191.3372184

  4. Alben, L.: Defining the Criteria for Effective Interaction Design, vol. 5 (1996)

    Google Scholar 

  5. Awaji, B., Solaiman, E., Marshall, L.: Blockchain-based trusted achievement record system design. In: Paper Presented at the ACM International Conference Proceeding Series, pp. 46–51 (2020). https://doi.org/10.1145/3411681.3411689

  6. McElrath, B.: Braiding the blockchain. Presentation at Scaling Bitcoin Hong Kong, 7 December 2015 (2015). https://scalingbitcoin.org/hongkong2015/presentations/DAY2/2breakingthechain1-mcelrath.pdf

  7. Basri, W., Siam, M.R.: E-recruitment adoption strategy in the universities of Saudi Arabia. Eur. J. Bus. Manag. 8(33), 32–43 (2016)

    Google Scholar 

  8. Behaneck, M.: Employment websites: personnel by mouse click. [Online-Jobborsen: Personal per Mausklick]. Betonwerk Und Fertigteil-Technik/Concrete Plant Precast Technol. 84(1), 42–51 (2019)

    Google Scholar 

  9. Brown, J., Matsa, D.A.: Locked in by leverage: job search during the housing crisis. J. Financ. Econ. 136(3), 623–648 (2020). https://doi.org/10.1016/j.jfineco.2019.11.001

    Article  Google Scholar 

  10. Cao, H., Do, D., Tran, V., Cao, T., Song, Y.: Synonym prediction for Vietnamese occupational skills (2022). https://doi.org/10.1007/978-3-031-08530-7_29

  11. Chamakiotis, P., Panteli, N., Davison, R.M.: Reimagining e-leadership for reconfigured virtual teams due to Covid-19. Int. J. Inf. Manag. 60, 102381 (2021)

    Article  Google Scholar 

  12. Choi, K.: Gender differences in the use of social contacts in the job search process. In: Paper Presented at the 81st Annual Meeting of the Academy of Management 2021: Bringing the Manager Back in Management, AoM 2021 (2021). https://doi.org/10.5465/AMBPP.2021.181

  13. Chou, C., Lu, T.: A hybrid-feedback recommender system for employment websites. J. Ambient Intell. Human. Comput. (2020). https://doi.org/10.1007/s12652-020-01772-y

    Article  Google Scholar 

  14. Chou, Y., Wongso, F.R., Chao, C., Yu, H.: An AI mock-interview platform for interview performance analysis. In: Paper Presented at the 2022 10th International Conference on Information and Education Technology, ICIET 2022, pp. 37–41 (2022). https://doi.org/10.1109/ICIET55102.2022.9778999

  15. Dabić, M., Obradović, T., Vlačić, B., Sahasranamam, S., Paul, J.: Frugal innovations: a multidisciplinary review & agenda for future research. J. Bus. Res. 142, 914–929 (2022)

    Article  Google Scholar 

  16. Dagnino, G.B., Picone, P.M., Ferrigno, G.: Temporary competitive advantage: a state-of-the-art literature review and research directions. Int. J. Manag. Rev. 23(1), 85–115 (2021)

    Article  Google Scholar 

  17. Della Piana, B., Griffith, R., Milosevic, M., Scymcyk, J.M.: Reviewing culture–innovation relationships: trends and themes from selected management journals. J. Int. Counc. Small Bus. 4, 1–29 (2022)

    Google Scholar 

  18. Dillahunt, T.R., Israni, A., Lu, A.J.: Examining the use of online platforms for employment: a survey of U.S. job seekers. In: Paper Presented at the Conference on Human Factors in Computing Systems - Proceedings (2021). https://doi.org/10.1145/3411764.3445350

  19. Dubovitskaya, A., Mazzola, L., Denzler, A.: Towards a trusted support platform for the job placement task (2020). https://doi.org/10.1007/978-3-030-48340-1_16

  20. Gasparėnienė, L., Matulienė, S., Žemaitis, E.: Opportunities of job search through social media platforms and its development in Lithuania. Bus.: Theory Pract. 22(2), 330–339 (2021). https://doi.org/10.3846/btp.2021.11055

  21. Grant, M.J., Booth, A.: A typology of reviews: an analysis of 14 review types and associated methodologies. Health Inf. Libr. J. 26(2), 91–108 (2009)

    Article  Google Scholar 

  22. Gusdorf, M.: Recruitment and selection: hiring the right person (2008)

    Google Scholar 

  23. Hassan, H.M., Galal-Edeen, G.H.: From usability to user experience. In: 2017 International Conference on Intelligent Informatics and Biomedical Sciences (ICIIBMS), Okinawa, Japan, pp. 216–222 (2017)

    Google Scholar 

  24. Hamdane, A., Belhaj, N., El Hamdaoui, H., Aissaoui, K., El Bekkali, M., El Houda Chaoui, N.: Big data based architecture to bringing together graduates and recruiters: case of Moroccan University. Indonesian J. Electr. Eng. Comput. Sci. 26(3), 1701–1709 (2022). https://doi.org/10.11591/ijeecs.v26.i3.pp1701-1709

  25. Hassenzahl, M., Law, E.L.C., Hvannberg, E.T.: User Experience-towards a unified view. Ux Ws Nordichi 6, 1–3 (2006)

    Google Scholar 

  26. Heggo, I.A., Abdelbaki, N.: Hybrid information filtering engine for personalized job recommender system (2018). https://doi.org/10.1007/978-3-319-74690-6_54

  27. Henry, C., Lewis, K.V.: The art of dramatic construction: enhancing the context dimension in women’s entrepreneurship research. J. Bus. Res. 155, 113440 (2023)

    Article  Google Scholar 

  28. Javed, Z., Qazi, H., Khoja, S.A.: An ontology-based knowledge management model for e-recruitment utilizing MOOCs data. In: Paper Presented at the 2019 8th International Conference on Information and Communication Technologies, ICICT 2019, pp. 124–128 (2019). https://doi.org/10.1109/ICICT47744.2019.9001911

  29. Kamaru Zaman, E.A., Ahmad Kamal, A.F., Mohamed, A., Ahmad, A., Raja Mohd Zamri, R.A.Z.: Staff employment platform (StEP) using job profiling analytics (2019). https://doi.org/10.1007/978-981-13-3441-2_30

  30. Kaur, D., Kaur, R.: Does electronic word-of-mouth influence e-recruitment adoption? A mediation analysis using the PLS-SEM approach. Manag. Res. Rev. 46(2), 223–244 (2023). https://doi.org/10.1108/MRR-04-2021-0322

    Article  Google Scholar 

  31. Kim, J., Heo, W.: Artificial intelligence video interviewing for employment: perspectives from applicants, companies, developer and academicians. Inf. Technol. People 35(3), 861–878 (2022). https://doi.org/10.1108/ITP-04-2019-0173

    Article  Google Scholar 

  32. Kişi, N.: Exploratory research on the use of blockchain technology in recruitment. Sustainability 14(16), 10098 (2022)

    Article  Google Scholar 

  33. Kolekar, A.: SKYNET: a platform for maximizing career opportunities. In: Paper Presented at the 2021 International Conference on Nascent Technologies in Engineering, ICNET 2021 - Proceedings (2021). https://doi.org/10.1109/ICNTE51185.2021.9487581

  34. Lee, D., Ahn, C.: Industrial human resource management optimization based on skills and characteristics. Comput. Ind. Eng. 144, 106463 (2020). https://doi.org/10.1016/j.cie.2020.106463

    Article  Google Scholar 

  35. Li, L., Peltsverger, S., Zheng, J., Le, L., Handlin, M.: Retrieving and classifying LinkedIn job titles for alumni career analysis. In: Paper Presented at the SIGITE 2021 - Proceedings of the 22nd Annual Conference on Information Technology Education, pp. 85–90 (2021). https://doi.org/10.1145/3450329.3476858

  36. Lakhani, A.: Recommendations for recruiters with sentiment detection. In: Paper Presented at the CEUR Workshop Proceedings, vol. 2967 (2021)

    Google Scholar 

  37. Liu, H., Ge, Y.: Job and employee embeddings: a joint deep learning approach. IEEE Trans. Knowl. Data Eng. 35, 1–12 (2022). https://doi.org/10.1109/TKDE.2022.3180593

    Article  Google Scholar 

  38. Ma, H., Xu, Y., Ma, W., Lin, Z., Jiang, K.: A multi-field feature interaction convolutional neural network for resume recommendation. In: Paper Presented at the 2020 International Symposium on Autonomous Systems, ISAS 2020, pp. 186–191 (2020). https://doi.org/10.1109/ISAS49493.2020.9378849

  39. Martins, N., Dominique-Ferreira, S., Lopes, C.: Design and development of a digital platform for seasonal jobs: improving the hiring process. J. Glob. Sch. Mark. Sci.: Bridg. Asia World 32(3), 452–469 (2022). https://doi.org/10.1080/21639159.2020.1808851

  40. Mat Saad, M.F., Listyo Nugro, A.W., Thinakaran, R., Baijed, M.: A review of artificial intelligence based platform in human resource recruitment process. In: Paper Presented at the 2021 6th IEEE International Conference on Recent Advances and Innovations in Engineering, ICRAIE 2021 (2022). https://doi.org/10.1109/ICRAIE52900.2021.9704023

  41. Mehboob, M., Ali, M.S., Ul Islam, S., Sarmad Ali, S.: Evaluating automatic CV shortlisting tool for job recruitment based on machine learning techniques. In: Paper Presented at the Proceedings of the 2022 Mohammad Ali Jinnah University International Conference on Computing, MAJICC 2022 (2022). https://doi.org/10.1109/MAJICC56935.2022.9994112

  42. Mehta, M., et al.: A service-oriented human capital management recommendation platform. In: Paper Presented at the SysCon 2019 - 13th Annual IEEE International Systems Conference, Proceedings (2019). https://doi.org/10.1109/SYSCON.2019.8836842

  43. Norman, D., Miller, J., Henderson, A.: What you see, some of what’s in the future, and how we go about doing it: HI at Apple Computer. In: Conference Companion on Human Factors in Computing Systems, p. 155 (1995)

    Google Scholar 

  44. Okolie, U.C., Irabor, I.E.: E-recruitment: practices, opportunities and challenges. Eur. J. Bus. Manag. 9(11), 116–122 (2017)

    Google Scholar 

  45. Saini, A., Rusu, F., Johnston, A.: PrivateJobMatch: a privacy-oriented deferred multi-match recommender system for stable employment. In: Paper Presented at the RecSys 2019 - 13th ACM Conference on Recommender Systems, pp. 87–95 (2019). https://doi.org/10.1145/3298689.3346983

  46. Sarath, C., Sandhya, G.: A qualitative approach to study the perception of job seekers towards digital job portals. Int. J. Bus. Innov. Res. 29(1), 32–46 (2022). https://doi.org/10.1504/ijbir.2022.125668

    Article  Google Scholar 

  47. Salehi, B., Kazimipour, B., Baldwin, T.: Differences in language use: insights from job and talent search. In: Paper Presented at the ACM International Conference Proceeding Series (2019). https://doi.org/10.1145/3372124.3372127

  48. Shan, T.C., Hua, W.W.: Taxonomy of Java web application frameworks. In: 2006 IEEE International Conference on e-Business Engineering (ICEBE 2006), Shanghai, China, pp. 378–385 (2006). https://doi.org/10.1109/ICEBE.2006.98

  49. Smaldone, F., Ippolito, A., Lagger, J., Pellicano, M.: Employability skills: profiling data scientists in the digital labour market. Eur. Manag. J. 40(5), 671–684 (2022). https://doi.org/10.1016/j.emj.2022.05.005

    Article  Google Scholar 

  50. Snyder, H.: Literature review as a research methodology: an overview and guidelines. J. Bus. Res. 104, 333–339 (2019)

    Article  Google Scholar 

  51. Verschuere, B., Brandsen, T., Pestoff, V.: Co-production: the state of the art in research and the future agenda. VOLUNTAS: Int. J. Voluntary Nonprofit Org. 23, 1083–1101 (2012)

    Google Scholar 

  52. Wickramasinghe, H.C.P., Thebuwana, T.D., Wijesinghe, G.K.H.S., Dissanayake, U.N., Kodagoda, N., Suriyawansa, K.: Digital platform to empower the self-employment in Sri Lanka. In: Paper Presented at the Proceedings of 6th International Conference on Information Technology Research: Digital Resilience and Reinvention, ICITR 2021 (2021). https://doi.org/10.1109/ICITR54349.2021.9657410

  53. Xu, C., Mewburn, I., Grant, W.J., Suominen, H.: PostAc®: a visual interactive search, exploration, and analysis platform for Ph.D. intensive job postings. In: Paper Presented at the ACL 2019 - 57th Annual Meeting of the Association for Computational Linguistics, Proceedings of System Demonstrations, pp. 43–48 (2019)

    Google Scholar 

  54. Yujun, Y., Yimei, Y., Wang, Z., Wei, L., Liyun, L., Debin, H.: Research on high-quality employment of college students based on big data technology and artificial intelligence. In: Paper Presented at the 2022 19th International Computer Conference on Wavelet Active Media Technology and Information Processing, ICCWAMTIP 2022 (2022). https://doi.org/10.1109/ICCWAMTIP56608.2022.10016596

  55. Yazdanian, R., West, R., Dillenbourg, P.: Keeping up with the trends: analyzing the dynamics of online learning and hiring platforms in the software programming domain. Int. J. Artif. Intell. Educ. 31(4), 896–939 (2021). https://doi.org/10.1007/s40593-020-00231-1

    Article  Google Scholar 

  56. Vermeeren, A.P., Law, E.L.C., Roto, V., Obrist, M., Hoonhout, J., Väänänen-Vainio-Mattila, K.: User experience evaluation methods: current state and development needs. In: Proceedings of the 6th Nordic Conference on Human-Computer Interaction: Extending Boundaries, pp. 521–530 (2010)

    Google Scholar 

  57. Zhang, Z., Luo, Y., Wen, Y., Zhang, X.: CycleResume: a cycle learning framework with Hybrid attention for Fine-grained talent-job fit (2022). https://doi.org/10.1007/978-3-031-20503-3_21

  58. Zhang, W., Hu, F., Xie, Q.: Design, development and application of big data platform on provision of job information search services for students in vocational college. In: Paper presented at the Proceedings - 2018 7th International Conference of Educational Innovation through Technology, EITT 2018, pp. 180–183 (2018). https://doi.org/10.1109/EITT.2018.00043

  59. Zhou, Z., Zhou, X., Li, M., Song, Y., Zhang, T., Yan, R.: Personalized query suggestion with searching dynamic flow for online recruitment. In: Paper Presented at the International Conference on Information and Knowledge Management, Proceedings, pp. 2773–2783 (2022). https://doi.org/10.1145/3511808.3557416

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Chiara Signore .

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2023 The Author(s), under exclusive license to Springer Nature Switzerland AG

About this paper

Check for updates. Verify currency and authenticity via CrossMark

Cite this paper

Signore, C., Della Piana, B., Di Vincenzo, F. (2023). Digital Job Searching and Recruitment Platforms: A Semi-systematic Literature Review. In: Kubincová, Z., Caruso, F., Kim, Te., Ivanova, M., Lancia, L., Pellegrino, M.A. (eds) Methodologies and Intelligent Systems for Technology Enhanced Learning, Workshops - 13th International Conference. MIS4TEL 2023. Lecture Notes in Networks and Systems, vol 769. Springer, Cham. https://doi.org/10.1007/978-3-031-42134-1_31

Download citation

Publish with us

Policies and ethics