Innovation Ability Management Performance Evaluation of College Students in Science and Technology Industry: A Plithogenic CoCoSo Approach
This study presents a decision-making approach to evaluate ethe innovation ability performance of college students in science and technology industry. We used the multi-criteria decision making (MCDM) approach to deal with various criteria to compute the criteria weights and rank the alternatives. T...
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| Format: | Article |
| Language: | English |
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University of New Mexico
2025-04-01
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| Series: | Neutrosophic Sets and Systems |
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| Online Access: | https://fs.unm.edu/NSS/21AbilityManagement.pdf |
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| _version_ | 1849224401563680768 |
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| author | Xian Yuan Kaiyin Zhang |
| author_facet | Xian Yuan Kaiyin Zhang |
| author_sort | Xian Yuan |
| collection | DOAJ |
| description | This study presents a decision-making approach to evaluate ethe innovation ability performance of college students in science and technology industry. We used the multi-criteria decision making (MCDM) approach to deal with various criteria to compute the criteria weights and rank the alternatives. This study uses the CoCoSo methodology to rank the alternatives. Seven criteria and ten alternatives are used in this study with three opinions of experts and decision makers to evaluate these criteria and alternatives. the results show the Creativity and Problem-Solving criterion has the highest rate and Research and Analytical Skills has the lowest rate. We conducted a sensitivity analysis with different cases to show the rank of alternatives with different values. The results show the rank of alternatives is stable in different cases. This study can help students to choose their colleges by a set of criteria. |
| format | Article |
| id | doaj-art-e1ece3485e354b8d8c1e1b4174cd1810 |
| institution | Kabale University |
| issn | 2331-6055 2331-608X |
| language | English |
| publishDate | 2025-04-01 |
| publisher | University of New Mexico |
| record_format | Article |
| series | Neutrosophic Sets and Systems |
| spelling | doaj-art-e1ece3485e354b8d8c1e1b4174cd18102025-08-25T10:18:34ZengUniversity of New MexicoNeutrosophic Sets and Systems2331-60552331-608X2025-04-018037738610.5281/zenodo.14708753Innovation Ability Management Performance Evaluation of College Students in Science and Technology Industry: A Plithogenic CoCoSo ApproachXian YuanKaiyin ZhangThis study presents a decision-making approach to evaluate ethe innovation ability performance of college students in science and technology industry. We used the multi-criteria decision making (MCDM) approach to deal with various criteria to compute the criteria weights and rank the alternatives. This study uses the CoCoSo methodology to rank the alternatives. Seven criteria and ten alternatives are used in this study with three opinions of experts and decision makers to evaluate these criteria and alternatives. the results show the Creativity and Problem-Solving criterion has the highest rate and Research and Analytical Skills has the lowest rate. We conducted a sensitivity analysis with different cases to show the rank of alternatives with different values. The results show the rank of alternatives is stable in different cases. This study can help students to choose their colleges by a set of criteria. https://fs.unm.edu/NSS/21AbilityManagement.pdfuncertaintymcdm approachevaluation methodinnovation ability management performance |
| spellingShingle | Xian Yuan Kaiyin Zhang Innovation Ability Management Performance Evaluation of College Students in Science and Technology Industry: A Plithogenic CoCoSo Approach Neutrosophic Sets and Systems uncertainty mcdm approach evaluation method innovation ability management performance |
| title | Innovation Ability Management Performance Evaluation of College Students in Science and Technology Industry: A Plithogenic CoCoSo Approach |
| title_full | Innovation Ability Management Performance Evaluation of College Students in Science and Technology Industry: A Plithogenic CoCoSo Approach |
| title_fullStr | Innovation Ability Management Performance Evaluation of College Students in Science and Technology Industry: A Plithogenic CoCoSo Approach |
| title_full_unstemmed | Innovation Ability Management Performance Evaluation of College Students in Science and Technology Industry: A Plithogenic CoCoSo Approach |
| title_short | Innovation Ability Management Performance Evaluation of College Students in Science and Technology Industry: A Plithogenic CoCoSo Approach |
| title_sort | innovation ability management performance evaluation of college students in science and technology industry a plithogenic cocoso approach |
| topic | uncertainty mcdm approach evaluation method innovation ability management performance |
| url | https://fs.unm.edu/NSS/21AbilityManagement.pdf |
| work_keys_str_mv | AT xianyuan innovationabilitymanagementperformanceevaluationofcollegestudentsinscienceandtechnologyindustryaplithogeniccocosoapproach AT kaiyinzhang innovationabilitymanagementperformanceevaluationofcollegestudentsinscienceandtechnologyindustryaplithogeniccocosoapproach |