A study on recommender system considering diversity of items based on LDA

Zhang, Zhiying; Hosaka, Taiju; Yamashita, Haruka; Goto, Masayuki

doi:10.1504/ajmsa.2021.118391

Cited by 2 publications

(2 citation statements)

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“…A comparison between serus and other manufacturing systems can be found in Yin et al (2018). In current competitive business environments (Park, 2022; Xu, 2021), innovative process innovations are required (Matsuno et al, 2021; Wang et al, 2022; Wang & Li, 2022; Zhang et al, 2021), and the seru production system has the potential to meet this demand. The fundamental management and control principles of seru production systems have been outlined by Stecke et al (2012), Liu et al (2014), and Yin et al (2017).…”

Section: Discussionmentioning

confidence: 99%

Maximizing the throughput of a rotating Seru with nonpreemptive discrete stations

Yin

et al. 2023

Naval Research Logistics

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Seru production systems are an effective way to respond to ever‐changing market demand. This article focuses on maximizing the throughput of rotating serus with nonpreemptive stations, where a worker's operations cannot be disrupted. We analyze the effects of unbalanced worker velocities on non‐value‐added idle times. Through the use of dynamical system theories, we explicate the mechanism and dynamics of rotating serus, and identify the rules used to coordinate workers and distribute work content among stations to achieve the highest throughput. These findings provide practical guidelines for managers in floor shops for optimizing rotating seru design and maximizing throughput. Additionally, we explore the chaotic characteristics of rotating serus and simulate the effect of various factors on throughput. Finally, our comparative analysis demonstrates that the rotating seru offers a viable alternative to existing production systems to adapt to fluctuating demand.

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Section: Discussionmentioning

confidence: 99%

Maximizing the throughput of a rotating Seru with nonpreemptive discrete stations

Yin

et al. 2023

Naval Research Logistics

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“…et al [13] evaluate the factors influencing the product demand of the new generation of customers. Zhang, Z. et al [14] analyze the requirements of product service systems based on customer demand diversity. Su, J. et al [15] design service optimization solutions to meet the needs of customers for remanufacturing.…”

Section: Literature Review 21 Smart Product Service Systemmentioning

confidence: 99%

Exploring the Influence of Smart Product Service Systems on Enterprise Competitive Advantage from the Perspective of Value Creation

Hou,

Su,

2023

Sustainability

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With the continuous development of information and communication technology, the development of smart product service systems (smart PSS) has become a crucial approach for enterprises to establish a competitive advantage. However, there is still a lack of clarity regarding the impact process of smart PSS on competitive advantage. This paper aims to explore the impact mechanism of smart PSS on competitive advantage from the perspective of value creation, using an intelligent connected vehicle supplier as a case study. The findings reveal that the composition of smart PSS, including smart technology, smart products, and smart services, influences competitive advantage through the value creation process, which involves relationship construction, relationship operation, and value release. Under the smart PSS environment, changes occur in subject relationships, resources, and key elements. In the context of smart PSS, deep cooperation between enterprises and partners focuses on ecological advantages, while general cooperation emphasizes benefit advantages. This research provides valuable insights into the impact of smart PSS composition on competitive advantage and offers reference values for organizations to establish competitive advantage objectives.

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A study on recommender system considering diversity of items based on LDA

Cited by 2 publications

References 0 publications

Maximizing the throughput of a rotating Seru with nonpreemptive discrete stations

Maximizing the throughput of a rotating Seru with nonpreemptive discrete stations

Exploring the Influence of Smart Product Service Systems on Enterprise Competitive Advantage from the Perspective of Value Creation

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