Construction of Students’ Innovation Ability Portrait for Cultural Intelligence Computing
At the age of artificial intelligence, the inheritance and development of innovation culture are crucial for constructing an innovative country, and they are major components of cultural intelligence computing. The portrait of innovation ability is a digital representation of innovative culture, and...
| Main Authors: | , , |
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| Format: | Article |
| Language: | English |
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Tsinghua University Press
2023-06-01
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| Series: | International Journal of Crowd Science |
| Subjects: | |
| Online Access: | https://www.sciopen.com/article/10.26599/IJCS.2023.9100001 |
| _version_ | 1797795914783391744 |
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| author | Chunhong Liu Xiaoniu Li Jiahu Zhang |
| author_facet | Chunhong Liu Xiaoniu Li Jiahu Zhang |
| author_sort | Chunhong Liu |
| collection | DOAJ |
| description | At the age of artificial intelligence, the inheritance and development of innovation culture are crucial for constructing an innovative country, and they are major components of cultural intelligence computing. The portrait of innovation ability is a digital representation of innovative culture, and its accurate description is the basis for the personalized cultivation of innovation ability. Therefore, how to objectively and accurately design a labeling system for an innovation ability portrait and depict a high-pixel portrait is an urgent problem to be solved for the digital representation of innovation culture. To address this problem, based on innovation theory, our study (1) uses a combination of subjective and objective methods to design an innovation ability evaluation system, (2) constructs a scientific and reasonable portrait label system, (3) represents the system’s results as individual students’ innovation ability portraits and student groups’ innovation ability portraits, and (4) visualizes the portraits’ results. Finally, considering resource recommendation as an example, this study (1) adopts a computational model of crowd intelligence computing, (2) designs and implements a personalized recommendation system for educational resources based on the resulting innovation ability portraits, (3) improves the computing efficiency, and (4) expounds the applications of portraits in personalized learning, precise teaching, and smart educational decision-making to promote personalized innovative talent training and realize the core value of innovative culture. |
| first_indexed | 2024-03-13T03:25:14Z |
| format | Article |
| id | doaj.art-6e823d0ab79f4c3cbee4847839723f10 |
| institution | Directory Open Access Journal |
| issn | 2398-7294 |
| language | English |
| last_indexed | 2024-03-13T03:25:14Z |
| publishDate | 2023-06-01 |
| publisher | Tsinghua University Press |
| record_format | Article |
| series | International Journal of Crowd Science |
| spelling | doaj.art-6e823d0ab79f4c3cbee4847839723f102023-06-25T09:41:59ZengTsinghua University PressInternational Journal of Crowd Science2398-72942023-06-0172778610.26599/IJCS.2023.9100001Construction of Students’ Innovation Ability Portrait for Cultural Intelligence ComputingChunhong Liu0Xiaoniu Li1Jiahu Zhang2School of Computer and Information Engineering, Henan Normal University, Xinxiang 453007, ChinaHenan Mental Hospital, The Second Affifiliated Hospital of Xinxiang Medical University, Xinxiang 453002, ChinaSchool of Computer and Information Engineering, Henan Normal University, Xinxiang 453007, ChinaAt the age of artificial intelligence, the inheritance and development of innovation culture are crucial for constructing an innovative country, and they are major components of cultural intelligence computing. The portrait of innovation ability is a digital representation of innovative culture, and its accurate description is the basis for the personalized cultivation of innovation ability. Therefore, how to objectively and accurately design a labeling system for an innovation ability portrait and depict a high-pixel portrait is an urgent problem to be solved for the digital representation of innovation culture. To address this problem, based on innovation theory, our study (1) uses a combination of subjective and objective methods to design an innovation ability evaluation system, (2) constructs a scientific and reasonable portrait label system, (3) represents the system’s results as individual students’ innovation ability portraits and student groups’ innovation ability portraits, and (4) visualizes the portraits’ results. Finally, considering resource recommendation as an example, this study (1) adopts a computational model of crowd intelligence computing, (2) designs and implements a personalized recommendation system for educational resources based on the resulting innovation ability portraits, (3) improves the computing efficiency, and (4) expounds the applications of portraits in personalized learning, precise teaching, and smart educational decision-making to promote personalized innovative talent training and realize the core value of innovative culture.https://www.sciopen.com/article/10.26599/IJCS.2023.9100001cultural intelligence computinginnovation ability portraitevaluation indexportrait label system |
| spellingShingle | Chunhong Liu Xiaoniu Li Jiahu Zhang Construction of Students’ Innovation Ability Portrait for Cultural Intelligence Computing International Journal of Crowd Science cultural intelligence computing innovation ability portrait evaluation index portrait label system |
| title | Construction of Students’ Innovation Ability Portrait for Cultural Intelligence Computing |
| title_full | Construction of Students’ Innovation Ability Portrait for Cultural Intelligence Computing |
| title_fullStr | Construction of Students’ Innovation Ability Portrait for Cultural Intelligence Computing |
| title_full_unstemmed | Construction of Students’ Innovation Ability Portrait for Cultural Intelligence Computing |
| title_short | Construction of Students’ Innovation Ability Portrait for Cultural Intelligence Computing |
| title_sort | construction of students innovation ability portrait for cultural intelligence computing |
| topic | cultural intelligence computing innovation ability portrait evaluation index portrait label system |
| url | https://www.sciopen.com/article/10.26599/IJCS.2023.9100001 |
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