SELECTION OF POSSIBLE SCENARIOS FOR IMPROVING THE QUALITY OF PUBLIC TRANSPORT SERVICES THROUGH THE USE OF HYBRID FUZZY-MCDM MODELS
A unified calculating approach is needed for public passenger transportation. All public transport companies and other stakeholders would have additional opportunities to create a transport offer if the unified methodology was made available to them and if calculations and calculation criteria were...
| Main Authors: | , , |
|---|---|
| Format: | Article |
| Language: | English |
| Published: |
Silesian University of Technology
2023-06-01
|
| Series: | Scientific Journal of Silesian University of Technology. Series Transport |
| Subjects: | |
| Online Access: | https://sjsutst.polsl.pl/archives/2023/vol119/189_SJSUTST119_2023_Moradi_Sierpinski_Masoumi.pdf |
| _version_ | 1797808141149143040 |
|---|---|
| author | Shohreh MORADI Grzegorz SIERPIŃSKI Houshmand MASOUMI |
| author_facet | Shohreh MORADI Grzegorz SIERPIŃSKI Houshmand MASOUMI |
| author_sort | Shohreh MORADI |
| collection | DOAJ |
| description | A unified calculating approach is needed for public passenger transportation. All public transport companies and other stakeholders would have additional opportunities to create a transport offer if the unified methodology was made available to them and if calculations and calculation criteria were harmonized. Thus, the main goal – improving citizen mobility – would be accomplished. For this reason, in the study, we suggested the hybrid fuzzy methods for evaluating and improving the quality of public transport service. Unreliable responses of survey participants often distort group decision-making regarding the problem of public services, negatively affecting the end of the calculation procedure. Fuzzy multicriteria decision-making approach has been used. The suggested technique has the advantage of taking into account the degree of fuzzification of respondents' judgments about the choice scenario, while also using two MCDM models to eliminate bias in the responses. |
| first_indexed | 2024-03-13T06:34:04Z |
| format | Article |
| id | doaj.art-80b315c4aef24a72bcb1c0229dd14647 |
| institution | Directory Open Access Journal |
| issn | 0209-3324 2450-1549 |
| language | English |
| last_indexed | 2024-03-13T06:34:04Z |
| publishDate | 2023-06-01 |
| publisher | Silesian University of Technology |
| record_format | Article |
| series | Scientific Journal of Silesian University of Technology. Series Transport |
| spelling | doaj.art-80b315c4aef24a72bcb1c0229dd146472023-06-09T06:40:43ZengSilesian University of TechnologyScientific Journal of Silesian University of Technology. Series Transport0209-33242450-15492023-06-0111918919810.20858/sjsutst.2023.119.11SELECTION OF POSSIBLE SCENARIOS FOR IMPROVING THE QUALITY OF PUBLIC TRANSPORT SERVICES THROUGH THE USE OF HYBRID FUZZY-MCDM MODELSShohreh MORADIGrzegorz SIERPIŃSKIHoushmand MASOUMIA unified calculating approach is needed for public passenger transportation. All public transport companies and other stakeholders would have additional opportunities to create a transport offer if the unified methodology was made available to them and if calculations and calculation criteria were harmonized. Thus, the main goal – improving citizen mobility – would be accomplished. For this reason, in the study, we suggested the hybrid fuzzy methods for evaluating and improving the quality of public transport service. Unreliable responses of survey participants often distort group decision-making regarding the problem of public services, negatively affecting the end of the calculation procedure. Fuzzy multicriteria decision-making approach has been used. The suggested technique has the advantage of taking into account the degree of fuzzification of respondents' judgments about the choice scenario, while also using two MCDM models to eliminate bias in the responses.https://sjsutst.polsl.pl/archives/2023/vol119/189_SJSUTST119_2023_Moradi_Sierpinski_Masoumi.pdffuzzy-mcdmfuzzy-ahpfuzzy-topsispublic transport service quality |
| spellingShingle | Shohreh MORADI Grzegorz SIERPIŃSKI Houshmand MASOUMI SELECTION OF POSSIBLE SCENARIOS FOR IMPROVING THE QUALITY OF PUBLIC TRANSPORT SERVICES THROUGH THE USE OF HYBRID FUZZY-MCDM MODELS Scientific Journal of Silesian University of Technology. Series Transport fuzzy-mcdm fuzzy-ahp fuzzy-topsis public transport service quality |
| title | SELECTION OF POSSIBLE SCENARIOS FOR IMPROVING THE QUALITY OF PUBLIC TRANSPORT SERVICES THROUGH THE USE OF HYBRID FUZZY-MCDM MODELS |
| title_full | SELECTION OF POSSIBLE SCENARIOS FOR IMPROVING THE QUALITY OF PUBLIC TRANSPORT SERVICES THROUGH THE USE OF HYBRID FUZZY-MCDM MODELS |
| title_fullStr | SELECTION OF POSSIBLE SCENARIOS FOR IMPROVING THE QUALITY OF PUBLIC TRANSPORT SERVICES THROUGH THE USE OF HYBRID FUZZY-MCDM MODELS |
| title_full_unstemmed | SELECTION OF POSSIBLE SCENARIOS FOR IMPROVING THE QUALITY OF PUBLIC TRANSPORT SERVICES THROUGH THE USE OF HYBRID FUZZY-MCDM MODELS |
| title_short | SELECTION OF POSSIBLE SCENARIOS FOR IMPROVING THE QUALITY OF PUBLIC TRANSPORT SERVICES THROUGH THE USE OF HYBRID FUZZY-MCDM MODELS |
| title_sort | selection of possible scenarios for improving the quality of public transport services through the use of hybrid fuzzy mcdm models |
| topic | fuzzy-mcdm fuzzy-ahp fuzzy-topsis public transport service quality |
| url | https://sjsutst.polsl.pl/archives/2023/vol119/189_SJSUTST119_2023_Moradi_Sierpinski_Masoumi.pdf |
| work_keys_str_mv | AT shohrehmoradi selectionofpossiblescenariosforimprovingthequalityofpublictransportservicesthroughtheuseofhybridfuzzymcdmmodels AT grzegorzsierpinski selectionofpossiblescenariosforimprovingthequalityofpublictransportservicesthroughtheuseofhybridfuzzymcdmmodels AT houshmandmasoumi selectionofpossiblescenariosforimprovingthequalityofpublictransportservicesthroughtheuseofhybridfuzzymcdmmodels |