Fusion of Cognitive Information: Evaluation and Evolution Method of Product Image Form

Zhang, Shu; Su, Pengfei; Liu, Shifeng

doi:10.1155/2021/5524093

Cited by 11 publications

(12 citation statements)

References 23 publications

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“…It is certain that in the future, the information management system is not only a technical means to improve office automation, but more importantly, in the implementation process of the information system, it will have a profound impact on the management thinking, management organization structure, and management methods of the enterprise. To understand the management ideas and management concepts contained in it, make corresponding adjustments to the organizational structure of the enterprise, and improve the quality of personnel, can the information system be successfully implemented and due power of the information system be exerted [20][21][22][23].…”

Section: Discussionmentioning

confidence: 99%

Design and Research of Economic Management Problem Fusion Method Based on Decision Information System

2022

Security and Communication Networks

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The construction of the economic management information system ensures the flow and sharing of information, business coordination, and scientific decision-making between economic functions. Therefore, project construction is absolutely necessary and urgent. Project management has achieved significant results in terms of shortening project time and reducing management costs. Information system is an important model information structure in artificial intelligence. This paper focuses on the design of a fusion method for economic management problems based on decision information systems. This paper summarizes the value of the whole project through the research on the project management of the economic management information system. The results of this study show that when the threshold is fixed, the information granularity Gtheta and rough entropy (Er) theta decrease monotonically with increasing attribute subset cardinality. Meanwhile, θ-information granularity Etheta and θ-information entropy Htheta monotonically increase with the increase of attribute subset cardinality, which indicates that when attribute subset cardinality increases, the uncertainty of the information system decreases.

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Section: Discussionmentioning

confidence: 99%

Design and Research of Economic Management Problem Fusion Method Based on Decision Information System

2022

Security and Communication Networks

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“…For complex design problems, designers can use multiple decision methods to achieve evaluation and solution preference. The decision methods commonly used to determine the preferred design solution are: AHP method [ 17 , 18 ], entropy weighting [ 19 , 20 ], approximate ideal solution ranking [ 21 , 22 ], multi-criteria compromise solution ranking [ 23 , 24 ], and gray correlation analysis [ 25 ]. In addition, in order to prevent overly subjective assignment results in the comprehensive evaluation, many scholars use the combined assignment method and apply this method in research experiments.…”

Section: Introductionmentioning

confidence: 99%

Research on the evaluation method of agricultural intelligent robot design solutions

Tang

Luo

2023

PLoS ONE

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Background At present, agricultural robots are produced in large quantities and used in agricultural planting, and the traditional agricultural model is gradually shifting to rely on the Internet of Things and sensors to accurately detect crop growth information. The scientific and rational design of agricultural robots plays a huge role in planting and production efficiency, however, the factors affecting their design are complex and ambiguous, so it is necessary to use a rational evaluation system to make a preferential decision among multiple design options. Purposes In order to reduce the subjectivity and blindness of program selection in the process of agricultural robot design, make the decision more objective and reasonable, and thus enhance the practicality and scientificity of the program, a new comprehensive evaluation method based on user requirements is proposed. Methods First, after researching and interviewing users and farming operations, obtaining raw information on requirements, using the Kano model to classify the requirements and establishing an evaluation index system. Secondly, the combination of hierarchical analysis(AHP) and entropy weighting method is used to assign weights to the evaluation index system, calculate the weight value and importance ranking of each index, and carry out various program designs based on the ranking. Finally, the VIKOR method was applied to evaluate and rank the design solutions. Results The new evaluation method can better complete the preferential decision of the agricultural robot design scheme and get a more perfect design scheme, which reduces the influence of human subjective thinking in the decision-making process. Conclusions The method not only corrects the traditional evaluation method, but also effectively improves the accuracy and comprehensiveness of the design evaluation process. It also provides a reference for designers to preferably select design solutions and promotes the development of small mobile machines in the context of smart agriculture.

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“…In the actual design decision-making process, designers often evaluate and select programs based on personal experience, lack of uniform standards, at the same time, as a special group of the elderly, their cognitive ability continues to decline, and smart products should be designed to reduce their cognitive difficulties. Therefore, many scholars choose the method according to the existing design scheme, and draw on the knowledge research and evaluation methods of operations research, management, mathematics and other disciplines, mainly including AHP (10)(11)(12), entropy weight method (13)(14)(15), TOPSIS Method (16)(17)(18), and comprehensive evaluation method (19-21), etc. Continuously experiment and summarize the optimal method of design scheme.…”

Section: Introductionmentioning

confidence: 99%

An evaluation method for product design solutions for healthy aging companionship

Jia

Dong

et al. 2022

Front. Public Health

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BackgroundWith the development trend of healthy aging and intelligent integration, escort products have become a new means of healthy aging. Healthy old-age care pays attention to the convenience and informatization of life. To meet the needs, designers often design multiple accompanying product solutions, and it is very important to use reasonable evaluation methods to decide on the optimal solution.PurposesA new comprehensive evaluation method is proposed to reduce the subjectivity and one-sidedness of the selection process of intelligent escort product design solutions, and to make the decision more objective and reasonable. Such decisions can enhance the experience and naturalness of the elderly using intelligent products.MethodsFirst, a large number of user interviews were analyzed using the grounded theory, gradually refine through theoretical coding, and abstracted with the design scheme evaluation index. Second, the idea of game-theoretic weighting is used to optimize a linear combination of subjective and objective weights to determine the final weights of each evaluation indicator. Finally, the evaluation and selection are completed based on the solution ranking determined by the approximate ideal solution ranking method (TOPSIS). It is applied for the selection of the elderly escort robot design, and the usability test is conducted using the PSSUQ to verify the selection results.ResultsA new comprehensive evaluation method can better complete the preferential selection of product design solutions for healthy aging escorts, and reduce the subjectivity and one-sidedness of the evaluation.ConclusionThis method compensates for the reliance on personal experience in the selection of options, and improve the subjectivity of the evaluation index determination process and the deviation of index weighting. Improving the objectivity and scientificity of decision-making reduces the blindness of design and production. It also provides a theoretical reference for the research scholars of healthy aging companion products.

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Fusion of Cognitive Information: Evaluation and Evolution Method of Product Image Form

Cited by 11 publications

References 23 publications

Design and Research of Economic Management Problem Fusion Method Based on Decision Information System

Design and Research of Economic Management Problem Fusion Method Based on Decision Information System

Research on the evaluation method of agricultural intelligent robot design solutions

An evaluation method for product design solutions for healthy aging companionship

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