Skip to main content

2018 | OriginalPaper | Buchkapitel

Hesitant Fuzzy Evaluation of System Requirements in Job Matching Platform Design

verfasst von : Sezi Cevik Onar, Basar Oztaysi, Cengiz Kahraman

Erschienen in: Advances in Fuzzy Logic and Technology 2017

Verlag: Springer International Publishing

Aktivieren Sie unsere intelligente Suche, um passende Fachinhalte oder Patente zu finden.

search-config
loading …

Abstract

System requirements are vital for software development. Defining the appropriate requirements and their importance levels and taking the necessary actions to fulfill the most crucial ones are the keys to a successful software program. However, prioritization of the requirements is a complex problem that involves fuzziness and ambiguities. In this study, we propose a multi-criteria decision-making approach based on HFLTS (Hesitant Fuzzy Linguistic Term Sets) to evaluate the system requirements. The proposed method is applied to G@together project that focuses on developing an electronic job-matching platform for disadvantaged people.

Sie haben noch keine Lizenz? Dann Informieren Sie sich jetzt über unsere Produkte:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 390 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Maschinenbau + Werkstoffe




 

Jetzt Wissensvorsprung sichern!

Springer Professional "Wirtschaft"

Online-Abonnement

Mit Springer Professional "Wirtschaft" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 340 Zeitschriften

aus folgenden Fachgebieten:

  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Versicherung + Risiko




Jetzt Wissensvorsprung sichern!

Literatur
1.
Zurück zum Zitat Davis, A.M.: The art of requirements triage. Computer 36(3), 42–49 (2003)CrossRef Davis, A.M.: The art of requirements triage. Computer 36(3), 42–49 (2003)CrossRef
2.
Zurück zum Zitat Mead, N.R.: Software Engineering Requirements Prioritization Introduction. Institute Web Publication, Carnegie Mellon University, Pittsburgh (2006) Mead, N.R.: Software Engineering Requirements Prioritization Introduction. Institute Web Publication, Carnegie Mellon University, Pittsburgh (2006)
3.
Zurück zum Zitat Perini, A., et al.: An empirical study to compare the accuracy of AHP and CBRanking techniques for requirements prioritization. In: Fifth International Workshop on Comparative Evaluation in Requirements Engineering, CERE 2007 (2007) Perini, A., et al.: An empirical study to compare the accuracy of AHP and CBRanking techniques for requirements prioritization. In: Fifth International Workshop on Comparative Evaluation in Requirements Engineering, CERE 2007 (2007)
4.
Zurück zum Zitat Achimugu, P., et al.: A systematic literature review of software requirements prioritization research. Inf. Softw. Technol. 56(6), 568–585 (2014)CrossRef Achimugu, P., et al.: A systematic literature review of software requirements prioritization research. Inf. Softw. Technol. 56(6), 568–585 (2014)CrossRef
5.
Zurück zum Zitat Ruhe, G., Eberlein, A., Pfahl, D.: Trade-off analysis for requirements selection. Int. J. Softw. Eng. Knowl. Eng. 13(4), 345–366 (2003)CrossRef Ruhe, G., Eberlein, A., Pfahl, D.: Trade-off analysis for requirements selection. Int. J. Softw. Eng. Knowl. Eng. 13(4), 345–366 (2003)CrossRef
6.
Zurück zum Zitat Finkelstein, A., et al.: A search based approach to fairness analysis in requirement assignments to aid negotiation, mediation and decision making. Requirements Eng. 14(4), 231–245 (2009)CrossRef Finkelstein, A., et al.: A search based approach to fairness analysis in requirement assignments to aid negotiation, mediation and decision making. Requirements Eng. 14(4), 231–245 (2009)CrossRef
7.
Zurück zum Zitat Barney, S., Aurum, A., Wohlin, C.: A product management challenge: creating software product value through requirements selection. J. Syst. Archit. 54(6), 576–593 (2008)CrossRef Barney, S., Aurum, A., Wohlin, C.: A product management challenge: creating software product value through requirements selection. J. Syst. Archit. 54(6), 576–593 (2008)CrossRef
8.
Zurück zum Zitat Berander, P., Khan, K.A., Lehtola, L.: Towards a research framework on requirements prioritization. In: Proceedings of Sixth Conference on Software Engineering Research and Practice in Sweden (SERPS 2006) (2006) Berander, P., Khan, K.A., Lehtola, L.: Towards a research framework on requirements prioritization. In: Proceedings of Sixth Conference on Software Engineering Research and Practice in Sweden (SERPS 2006) (2006)
9.
Zurück zum Zitat Leffingwell, D., Widrig, D.: Managing Software Requirements: A Unified Approach. Addison-Wesley Longman Inc., Reading (2000) Leffingwell, D., Widrig, D.: Managing Software Requirements: A Unified Approach. Addison-Wesley Longman Inc., Reading (2000)
10.
Zurück zum Zitat Kobayashi, A., Maekawa, M.: Need-based requirements change management. In: Proceedings of the Eighth Annual IEEE International Conference and Workshop on Engineering of Computer Based Systems, ECBS 2001 (2001) Kobayashi, A., Maekawa, M.: Need-based requirements change management. In: Proceedings of the Eighth Annual IEEE International Conference and Workshop on Engineering of Computer Based Systems, ECBS 2001 (2001)
11.
Zurück zum Zitat Kassel, N.W., Malloy, B.A.: An approach to automate requirements elicitation and specification. In: Proceedings of the 7th IASTED International Conference on Software Engineering and Applications, Marina Del Rey, CA, USA (2003) Kassel, N.W., Malloy, B.A.: An approach to automate requirements elicitation and specification. In: Proceedings of the 7th IASTED International Conference on Software Engineering and Applications, Marina Del Rey, CA, USA (2003)
13.
Zurück zum Zitat Mendel, J.M.: Uncertainty, fuzzy logic, and signal processing. Sig. Process. 80(6), 913–933 (2000)CrossRefMATH Mendel, J.M.: Uncertainty, fuzzy logic, and signal processing. Sig. Process. 80(6), 913–933 (2000)CrossRefMATH
14.
Zurück zum Zitat Torra, V.: Hesitant fuzzy sets. Int. J. Intell. Syst. 25(6), 529–539 (2010)MATH Torra, V.: Hesitant fuzzy sets. Int. J. Intell. Syst. 25(6), 529–539 (2010)MATH
15.
Zurück zum Zitat Rodriguez, R.M., Martinez, L., Herrera, F.: Hesitant fuzzy linguistic term sets for decision making. IEEE Trans. Fuzzy Syst. 20(1), 109–119 (2012)CrossRef Rodriguez, R.M., Martinez, L., Herrera, F.: Hesitant fuzzy linguistic term sets for decision making. IEEE Trans. Fuzzy Syst. 20(1), 109–119 (2012)CrossRef
16.
Zurück zum Zitat Saaty, T.: The Analytic Hierarchy Process: Planning, Priority Setting, Resource Allocation. McGraw-Hill, New York (1980)MATH Saaty, T.: The Analytic Hierarchy Process: Planning, Priority Setting, Resource Allocation. McGraw-Hill, New York (1980)MATH
17.
Zurück zum Zitat Akao, Y.: Development History of Quality Function Deployment. The Customer Driven Approach to Quality Planning and Deployment. Asian Productivity Organization, Tokyo (1994) Akao, Y.: Development History of Quality Function Deployment. The Customer Driven Approach to Quality Planning and Deployment. Asian Productivity Organization, Tokyo (1994)
18.
Zurück zum Zitat Karlsson, L., et al.: Pair-wise comparisons versus planning game partitioning—experiments on requirements prioritisation techniques. Empirical Softw. Eng. 12(1), 3–33 (2007)MathSciNetCrossRef Karlsson, L., et al.: Pair-wise comparisons versus planning game partitioning—experiments on requirements prioritisation techniques. Empirical Softw. Eng. 12(1), 3–33 (2007)MathSciNetCrossRef
19.
Zurück zum Zitat Rodríguez, R.M., Liu, H., Martínez, L.: A fuzzy representation for the semantics of hesitant fuzzy linguistic term sets. Adv. Intell. Syst. Comput. 277, 745–757 (2014)MATH Rodríguez, R.M., Liu, H., Martínez, L.: A fuzzy representation for the semantics of hesitant fuzzy linguistic term sets. Adv. Intell. Syst. Comput. 277, 745–757 (2014)MATH
20.
Zurück zum Zitat Cevik Onar, S., Büyüközkan, G., Öztayşi, B., Kahraman, C.: A new hesitant fuzzy QFD approach: an application to computer workstation selection. Appl. Soft Comput. J. 46, 1–16 (2016)CrossRef Cevik Onar, S., Büyüközkan, G., Öztayşi, B., Kahraman, C.: A new hesitant fuzzy QFD approach: an application to computer workstation selection. Appl. Soft Comput. J. 46, 1–16 (2016)CrossRef
21.
Zurück zum Zitat Filev, D., Yager, R.R.: On the issue of obtaining OWA operator weights. Fuzzy Sets Syst. 94(2), 157–169 (1998)MathSciNetCrossRef Filev, D., Yager, R.R.: On the issue of obtaining OWA operator weights. Fuzzy Sets Syst. 94(2), 157–169 (1998)MathSciNetCrossRef
22.
Zurück zum Zitat García-Sánchez, F., et al.: An ontology-based intelligent system for recruitment. Expert Syst. Appl. 31(2), 248–263 (2006)CrossRef García-Sánchez, F., et al.: An ontology-based intelligent system for recruitment. Expert Syst. Appl. 31(2), 248–263 (2006)CrossRef
23.
Zurück zum Zitat Lin, H.T.: A job placement intervention using fuzzy approach for two-way choice. Expert Syst. Appl. 36(2), 2543–2553 (2009). Part 1CrossRef Lin, H.T.: A job placement intervention using fuzzy approach for two-way choice. Expert Syst. Appl. 36(2), 2543–2553 (2009). Part 1CrossRef
24.
Zurück zum Zitat Faliagka, E., Tsakalidis, A., Tzimas, G.: An integrated e-recruitment system for automated personality mining and applicant ranking. Internet Res. 22(5), 551–568 (2012)CrossRef Faliagka, E., Tsakalidis, A., Tzimas, G.: An integrated e-recruitment system for automated personality mining and applicant ranking. Internet Res. 22(5), 551–568 (2012)CrossRef
25.
Zurück zum Zitat Álvarez de Toledo, P., Núñez, F., Usabiaga, C.: An empirical approach on labour segmentation. Applications with individual duration data. Econ. Model. 36, 252–267 (2014)CrossRef Álvarez de Toledo, P., Núñez, F., Usabiaga, C.: An empirical approach on labour segmentation. Applications with individual duration data. Econ. Model. 36, 252–267 (2014)CrossRef
26.
Zurück zum Zitat Chen, J., et al.: Recommendations for two-way selections using skyline view queries. Knowl. Inf. Syst. 34(2), 1–28 (2013) Chen, J., et al.: Recommendations for two-way selections using skyline view queries. Knowl. Inf. Syst. 34(2), 1–28 (2013)
Metadaten
Titel
Hesitant Fuzzy Evaluation of System Requirements in Job Matching Platform Design
verfasst von
Sezi Cevik Onar
Basar Oztaysi
Cengiz Kahraman
Copyright-Jahr
2018
DOI
https://doi.org/10.1007/978-3-319-66827-7_5

Premium Partner