Fuzzy AHP analysis of Internet of Things (IoT) in enterprises

Ly, Pham Thi Minh; Lai, Wen‐Hsiang; Hsu, Chiung‐Wen; Shih, Fang-Yin

doi:10.1016/j.techfore.2018.08.016

Cited by 79 publications

(46 citation statements)

References 27 publications

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“…In addition, they solved practical problems related to traffic flow management and selection of advertisement spots that can optimize the visibility of advertisements by the proposed model. Ly et al [27] evaluated the influential factors in building a successful internet of things (IoT) system for IoT-related enterprises based on the FAHP method. The results indicated that tangible factors (security, value, and connectivity) are more important than intangible factors (telepresence and intelligence).…”

Section: Fuzzy Ahp Methodologymentioning

confidence: 99%

“…Even though AHP is commonly used, this algorithm cannot adequately resolve the inherent uncertainties and imprecisions associated with mapping decision maker's perceptions into exact numbers [16]. Hence, numerous previous studies have combined the fuzzy set theory with AHP to solve uncertain issues [26][27][28][29][30][31]. Zhü [32] proposed that fuzzy AHP (FAHP) cannot resolve uncertain questions.…”

Section: Introductionmentioning

confidence: 99%

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Optimal Core Operation in Supply Chain Finance Ecosystem by Integrating the Fuzzy Algorithm and Hierarchical Framework

Lin¹

2020

IJCIS

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Supply chain finance (SCF), which has the key concept of the delivery of credit, is a new type of financial service that can enhance the financial efficiency of a supply chain. Using the transaction records from the core operations (CO) of the members, financers can provide a higher level of cash flow to the ecosystem. Moreover, financial sectors can upgrade their operations through SCF activities. However, while SCF services can help financial sectors improve their operations, there are many risks implied in SCF activities from CO to relative members. Therefore, this paper presents a novel model that applies a combination of triangular fuzzy numbers and the analytic hierarchy process (AHP) to the decision-making process to evaluate the decision behaviors regarding the preference the CO in the smartphone industry supply chain for financers in the SCF service. Academically, the FAHP-based decision-making framework can provide the decision makers and administrators of financial institutions with valuable guidance for measuring the optimal CO of the smartphone industry in the SCF ecosystem. Commercially, the proposed model could provide administrators with a useful tool to assess the optimal CO of the smartphone industry within the SCF ecosystem for financers.

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Section: Fuzzy Ahp Methodologymentioning

confidence: 99%

Section: Introductionmentioning

confidence: 99%

Optimal Core Operation in Supply Chain Finance Ecosystem by Integrating the Fuzzy Algorithm and Hierarchical Framework

Lin¹

2020

IJCIS

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“…In order to carry out the research, the authors used the author's conversion method that has many advantages. Among them, it is essential to mention that it combines both the precision of the results of the multicriteria methods, such as the AHP (Kubler, Robert, Derigent, Voisin, & Traona, 2016;Lya, Lai, Hsu, & Shih, 2018), ANP (Becker, Becker, Sulikowski, & Zdziebko, 2018), the ELECTRE (Corrente, Greco, & Słowiński, 2016), the PROMETHEE (Andreopoulou, Koliouska, Galariotis, & Zopounidis, 2018), verbal methods (Trzaskalik, 2014), TOPSIS (Chmielarz & Zborowski, 2018), BIPOLAR (Trzaskalik, 2014). Moreover, the process of collecting data for calculations is as simple as in a case of the scoring method, and the simplicity of the result processing which is the characteristic of the scoring method.…”

Section: Methodsmentioning

confidence: 99%

On a comparative analysis of internet banking services by the conversion method and the scoring method

Chmielarz

Zborowski

2019

JEM

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“…They integrated different decision-making processes with different methodologies, giving them a perspective on evaluation processes. Ly et al [15] aimed to analyze the factors affecting the creation of successful IoT system for enterprises, Erdogan et al [16] to find the best strategy for the application of Industry 4.0, Yoon et al [17] to analyze the important factors related to the innovation of business models by using Analytical Network Processes (ANP) technique, Erbay and Yıldırım [18] to the selection of technology on Industry 4.0 technologies, Keskin et al [19] to model the preparatory stages of organizational processes. Kayikci et al [20] who draw attention to open and interconnected logistics services provided by Industry 4.0 and new opportunities to promote cooperation in transportation, conducted strategic compliance studies within the scope of supply chain partners.…”

Section: Introductionmentioning

confidence: 99%

Analysis of the Difficulties of SMEs in Industry 4.0 Applications by Analytical Hierarchy Process and Analytical Network Process

2018

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The concept of Industry 4.0 is seen as a recent paradigm in the manufacturing sector. The use of new production and management technologies required by the concept of Industry 4.0 is very important for small enterprises in order to keep up with the competition. However, most enterprises look at these requirements in a negative way. This study analyzes the propulsion forces of Industry 4.0 adopted in small and medium enterprises. By analyzing the difficulties in the transition process of small and medium-sized enterprises (SMEs) to Industry 4.0, the company contributes to the determination of strategic steps taking these results into consideration. This will facilitate the transition of enterprises to Industry 4.0 and progress can be made towards efficient use of resources. A hierarchical structure was established under the four main criteria of innovation, organization, environmental, and financial aspects, and the relative weight of these criteria and sub-criteria were calculated. The surveys conducted on business managers were evaluated using multi-criteria decision-making methods by the analytic hierarchy process method and the analytic network process. At the same time, the interaction between these criteria was taken into consideration and the criteria were re-evaluated by the analytical network process method. The results of the two methods seem to support each other.

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Fuzzy AHP analysis of Internet of Things (IoT) in enterprises

Cited by 79 publications

References 27 publications

Optimal Core Operation in Supply Chain Finance Ecosystem by Integrating the Fuzzy Algorithm and Hierarchical Framework

Optimal Core Operation in Supply Chain Finance Ecosystem by Integrating the Fuzzy Algorithm and Hierarchical Framework

On a comparative analysis of internet banking services by the conversion method and the scoring method

Analysis of the Difficulties of SMEs in Industry 4.0 Applications by Analytical Hierarchy Process and Analytical Network Process

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