Research on the Evaluation Method of University Bi-Entrepreneurship Curriculum Based on IoT Integrated with AHP Algorithm

The Internet of Things (IoT) is essential for the success and adoption of digital entrepreneurship in universities. The Internet of Things (IoT) is the integration of electronic objects, peripherals, cities, and other items and equipment with embedded software, electronics, actuators, network connec...

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Published inMobile information systems Vol. 2022; pp. 1 - 13
Main Author Jing, Peng
Format Journal Article
LanguageEnglish
Published Amsterdam Hindawi 04.10.2022
John Wiley & Sons, Inc
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Abstract The Internet of Things (IoT) is essential for the success and adoption of digital entrepreneurship in universities. The Internet of Things (IoT) is the integration of electronic objects, peripherals, cities, and other items and equipment with embedded software, electronics, actuators, network connections, and sensors that allow these things and equipment to share and gather data. The usage of IoT for university bi-entrepreneurship can equalize the playing field in many areas of the economy, creating options like as remote work at any time and from anywhere. Nowadays, universities are playing an essential part in the careers of students. In this regard, government departments provide considerable assistance in recruiting individuals and companies in a variety of ways, including funding and tax policies. However, many factors affect university students’ innovation and entrepreneurship education. Therefore, it is necessary to establish a quality evaluation system of innovation and entrepreneurship education, which can guide university students’ targeted innovation and entrepreneurship by improving the comprehensive ability and employability of these students. Therefore, this paper constructs an evaluation index system of university students’ innovation and entrepreneurship education quality, including several dimensions and several sub-indicators. On this basis, the analytic hierarchy process (AHP) algorithm is used to construct the judgment matrix, and the ranking weight of each comparison element is calculated according to the judgment matrix. The suggested system first constructs a hierarchical model to conceptualize the relationship between different elements and then builds a judgment matrix. After establishing the judgment matrix, the calculation methods of the characteristic root, square root, and idempotent relative weight are systematically checked. The experimental results reveal that the proposed evaluation system has a stronger impact on promoting university students’ creativity, entrepreneurship, and employment.
AbstractList The Internet of Things (IoT) is essential for the success and adoption of digital entrepreneurship in universities. The Internet of Things (IoT) is the integration of electronic objects, peripherals, cities, and other items and equipment with embedded software, electronics, actuators, network connections, and sensors that allow these things and equipment to share and gather data. The usage of IoT for university bi-entrepreneurship can equalize the playing field in many areas of the economy, creating options like as remote work at any time and from anywhere. Nowadays, universities are playing an essential part in the careers of students. In this regard, government departments provide considerable assistance in recruiting individuals and companies in a variety of ways, including funding and tax policies. However, many factors affect university students’ innovation and entrepreneurship education. Therefore, it is necessary to establish a quality evaluation system of innovation and entrepreneurship education, which can guide university students’ targeted innovation and entrepreneurship by improving the comprehensive ability and employability of these students. Therefore, this paper constructs an evaluation index system of university students’ innovation and entrepreneurship education quality, including several dimensions and several sub-indicators. On this basis, the analytic hierarchy process (AHP) algorithm is used to construct the judgment matrix, and the ranking weight of each comparison element is calculated according to the judgment matrix. The suggested system first constructs a hierarchical model to conceptualize the relationship between different elements and then builds a judgment matrix. After establishing the judgment matrix, the calculation methods of the characteristic root, square root, and idempotent relative weight are systematically checked. The experimental results reveal that the proposed evaluation system has a stronger impact on promoting university students’ creativity, entrepreneurship, and employment.
Author Jing, Peng
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Copyright Copyright © 2022 Peng Jing.
Copyright © 2022 Peng Jing. This is an open access article distributed under the Creative Commons Attribution License (the “License”), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited. Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License. https://creativecommons.org/licenses/by/4.0
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References M. Zhang (6) 2016; 16
Q. Shi (13)
X. Gao (4) 2015; 11
B. Liu (18) 2012; 33
D. Jiang (24) 2015; 37
J. Zhaoguan (29) 2012; 47
W. Mei (9) 2011; 21
J. Qin (8) 2009; 39
A. Song (1) 2015; 11
Li Ge (20) 2014; 49
D. Tao (19) 2010; 23
Yu Lei (27) 2012; 44
Li Yue (22) 2014; 19
H. Su (23) 2015; 11
X. Deng (35) 2012; 07
H. Wu (2) 2016; 23
J. Zhang (3) 2016; 20
L. Pei (10) 2012; 41
H. Wang (14) 2012; 22
Z. Xu (34) 1999; 7
F. Yanfei (12) 2013; 29
Z. Shen (28) 2013; 2
S. Shen (16) 2012; 28
H. Yang (25) 2013; 8
Z. Zhu (15) 2013; 14
S. Jiang (26) 2012; 16
H. Yang (11) 2016; 32
M. M. Xu (7) 2016; 40
G. Li (17) 2004; 61
H. Huang (21) 2015; 50
D. Liang (32) 2013; 1
W. Fan (5) 2017; 25
L. Qu (30) 2012; 26
T. Gan (31) 2021; 44
Y. Li (33) 2014
References_xml – volume: 2
  start-page: 106
  year: 2013
  ident: 28
  article-title: Using hierarchical analysis to construct the performance evaluation system of state-owned enterprises
  publication-title: Audit Research
– volume: 21
  start-page: 45
  issue: 3
  year: 2011
  ident: 9
  article-title: Types and influencing factors of entrepreneurship education evaluation in Universitys and universities
  publication-title: Viewpoint
– volume: 1
  start-page: 78
  year: 2013
  ident: 32
  article-title: Construction of digital resource service performance evaluation system based on hierarchical analysis method
  publication-title: Intelligence Science
– volume: 07
  start-page: 93
  year: 2012
  ident: 35
  article-title: Analysis of hierarchical analysis method of weight calculation and its application research
  publication-title: The Practice and Understanding of Mathematics
– volume: 32
  start-page: 8
  issue: 2
  year: 2016
  ident: 11
  article-title: Research on the evaluation model of entrepreneurship education in higher education institutions based on CIPP
  publication-title: Journal of Beijing University of Finance and Trade
– volume: 26
  start-page: 112
  issue: S2
  year: 2012
  ident: 30
  article-title: Application of hierarchical analysis method in the preferential selection of rural domestic sewage treatment mode
  publication-title: China Population. Resources and Environment
– volume: 41
  start-page: 11
  issue: 12
  year: 2012
  ident: 10
  article-title: Research on the evaluation method of entrepreneurship education effectiveness
  publication-title: Innovation and Entrepreneurship Education
– volume: 44
  start-page: 171
  issue: 9
  year: 2021
  ident: 31
  article-title: Research on distance learning quality assessment of universities based on decision tree classification algorithm
  publication-title: Modern Electronic Technology
– volume: 37
  start-page: 1
  issue: 12
  year: 2015
  ident: 24
  article-title: On the construction of the evaluation system of innovation and entrepreneurship education instruction in Universitys and universities
  publication-title: Innovation and entrepreneurship education
– volume-title: A Preliminary Study on Building a Quality Evaluation System of Innovation and Entrepreneurship Education Based on Students’ Perspective: An Example of Practical Exploration
  ident: 13
– volume: 23
  start-page: 84
  issue: 5
  year: 2010
  ident: 19
  article-title: Research on the quality evaluation index system of entrepreneurship education in Chinese universities
  publication-title: Science and Technology Management Research
– volume: 61
  start-page: 170
  issue: 9
  year: 2004
  ident: 17
  article-title: Research on fuzzy comprehensive judgment and control method for the quality of university students’ innovation and entrepreneurship education
  publication-title: Business Modernization
– volume: 49
  start-page: 377
  issue: 7
  year: 2014
  ident: 20
  article-title: Research on the evaluation index system of entrepreneurial ability in universities based on CIPP
  publication-title: Journal of Northeastern University
– volume: 11
  start-page: 202
  issue: 9
  year: 2015
  ident: 1
  article-title: Research on the design of quality evaluation index system of higher vocational innovation and entrepreneurship education
  publication-title: Education sector: Higher Education Research
– volume: 14
  start-page: 37
  issue: 2
  year: 2013
  ident: 15
  article-title: A study on the quality evaluation of entrepreneurship education services in local universities based on DEA
  publication-title: Journal of Yangzhou University (Agricultural and Life Science Edition)
– volume: 33
  start-page: 227
  issue: 6
  year: 2012
  ident: 18
  article-title: AHP-Based evaluation index system of university students’ employment and entrepreneurship education
  publication-title: Journal of Dongbei Normal University (Philosophy and Social Science Edition)
– volume: 47
  start-page: 53
  issue: 12
  year: 2012
  ident: 29
  article-title: Research on supplier evaluation system of pharmaceutical companies based on hierarchical analysis method
  publication-title: Science and Technology Management Research
– volume: 7
  start-page: 98
  year: 1999
  ident: 34
  article-title: Study on the relationship between two types of scales in AHP
  publication-title: Systems Engineering Theory and Practice
– volume: 40
  start-page: 53
  issue: 24
  year: 2016
  ident: 7
  article-title: Thinking about the path of innovation and entrepreneurship education for University students Education
  publication-title: Modernization
– volume: 50
  start-page: 30
  issue: 11
  year: 2015
  ident: 21
  article-title: Performance evaluation of entrepreneurship education based on balanced scorecard
  publication-title: Journal of Yueyang Vocational and Technical University
– volume: 23
  start-page: 99
  issue: 8
  year: 2016
  ident: 2
  article-title: Quality evaluation of innovative and entrepreneurial talents cultivation in universities based on fuzzy comprehensive evaluation
  publication-title: Journal of Hefei Union University
– volume: 8
  start-page: 1119
  year: 2013
  ident: 25
  article-title: Analysis of university infrastructure project management model based on hierarchical analysis
  publication-title: Journal of Tsinghua University
– volume: 20
  start-page: 64
  issue: 3
  year: 2016
  ident: 3
  article-title: An investigation on building an innovative entrepreneurship education system for University students
  publication-title: Fujian Quality Management
– volume: 11
  start-page: 215
  issue: 2
  year: 2015
  ident: 4
  article-title: Research on the construction of the evaluation index system of innovation and entrepreneurship education in Universitys and universities--based on international innovative talent evaluation theory
  publication-title: Science and Education Wenhui Lent
– volume: 28
  start-page: 136
  issue: 8
  year: 2012
  ident: 16
  article-title: The construction of evaluation system of entrepreneurship education in applied undergraduate universities
  publication-title: Journal of Chifeng University
– volume: 44
  start-page: 142
  issue: 5
  year: 2012
  ident: 27
  article-title: Analysis of competitiveness of resource-based industrial clusters based on hierarchical analysis
  publication-title: Hunan Social Science
– volume: 39
  start-page: 163
  issue: 12
  year: 2009
  ident: 8
  article-title: Research on the quality evaluation of entrepreneurship education in Universitys and universities based on QFD
  publication-title: Management Science and Engineering
– volume: 16
  start-page: 52
  issue: 3
  year: 2016
  ident: 6
  article-title: Building a curriculum system of innovation and entrepreneurship education for University students in Xinjiang higher education institutions based on the new connotation of innovation and entrepreneurship education
  publication-title: China Training
– volume: 29
  start-page: 122
  issue: 1
  year: 2013
  ident: 12
  article-title: Research on the quality evaluation model and hair method of entrepreneurship education for University students
  publication-title: Journal of Huazhong Agricultural University (Social Science Edition)
– volume: 19
  start-page: 53
  issue: 3
  year: 2014
  ident: 22
  article-title: The design of BSC-based quality assessment index system of entrepreneurship education in Universitys and universities
  publication-title: Technology Management
– volume: 11
  start-page: 34
  issue: 6
  year: 2015
  ident: 23
  article-title: Performance assessment of entrepreneurship education in Universitys and universities based on balanced scorecard
  publication-title: Chongqing Higher Education Research
– volume: 25
  start-page: 199
  issue: 7
  year: 2017
  ident: 5
  article-title: Analysis of factors influencing innovation and entrepreneurship education of graduate students--an empirical study based on SEM
  publication-title: Heilongjiang Higher Education Research
– volume: 22
  start-page: 81
  issue: 4
  year: 2012
  ident: 14
  article-title: Research on the evaluation of entrepreneurship education and entrepreneurship education model in China’s universities
  publication-title: China Adult Education
– start-page: 334
  issue: 3
  year: 2014
  ident: 33
  article-title: Weight analysis of environmental risk evaluation indexes in industrial parks based on hierarchical analysis
  publication-title: Environmental Science Research
– volume: 16
  start-page: 202
  issue: 5
  year: 2012
  ident: 26
  article-title: Construction and application of enterprise internal audit performance evaluation system based on hierarchical analysis method
  publication-title: Science and Technology Management Research
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Snippet The Internet of Things (IoT) is essential for the success and adoption of digital entrepreneurship in universities. The Internet of Things (IoT) is the...
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SubjectTerms Actuators
Algorithms
Analytic hierarchy process
Colleges & universities
Corruption
Education
Employment
Entrepreneurship
Innovations
Internet of Things
Quality assessment
Students
Title Research on the Evaluation Method of University Bi-Entrepreneurship Curriculum Based on IoT Integrated with AHP Algorithm
URI https://dx.doi.org/10.1155/2022/6364273
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Volume 2022
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