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1-12 of 12
Keywords: Machine learning
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Journal Articles
Exploring job embeddedness in the era of artificial intelligence (AI) and machine learning: a bibliometric analysis and future trends
Available to Purchase
Benchmarking: An International Journal (2025)
Published: 14 April 2025
...Anjali Dimri; Pankaj Kumar; Deepshi Garg Purpose As artificial intelligence (AI) and machine learning (ML) technologies continue to revolutionize various industries, understanding their impact on job embeddedness becomes crucial. This study examine the role of AI and ML technologies on job...
Journal Articles
Personalized learning in education: a machine learning and simulation approach
Available to Purchase
Benchmarking: An International Journal (2025) 32 (7): 2662–2689.
Published: 23 August 2024
...Ross Taylor; Masoud Fakhimi; Athina Ioannou; Konstantina Spanaki Purpose This study proposes an integrated Machine Learning and simulated framework for a personalized learning system. This framework aims to improve the integrity of the provided tasks, adapt to each student individually...
Journal Articles
Using bibliometric analysis to determine the role of cutting-edge technologies in the development of future performance management system
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Benchmarking: An International Journal (2025) 32 (6): 2070–2098.
Published: 17 June 2024
... the efficacy and productivity of PMS. Practical implications The implementation of new technologies such as Artificial intelligence (AI), machine learning and robotics etc. in PMS have also been analysed to give a sneak peak of the bigger future picture of AI and strategic human resource integration...
Journal Articles
Modern-day marketing concepts based on face recognition and neuro-marketing: a review and future research directions
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Benchmarking: An International Journal (2024) 31 (2): 410–438.
Published: 28 February 2023
... an updated review on neuro-marketing and face recognition marketing. Hakim et al. (2021) develop a framework based on electroencephalography recordings and a machine-learning algorithm to gain a more in-depth understanding of the buying behavior pattern of customers. Neuro-marketing assists...
Journal Articles
Estimation of technical efficiency of chemical-free farming using data envelopment analysis and machine learning: evidence from India
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Benchmarking: An International Journal (2024) 31 (1): 140–161.
Published: 27 February 2023
...Ujjwal Kanti Paul Purpose This study aims to examine the technical efficiency of the chemical-free farming system in India using a hybrid combination of data envelopment analysis (DEA) and machine learning (ML) approaches. Design/methodology/approach The study used a two-stage approach...
Journal Articles
Employee attrition prediction in a pharmaceutical company using both machine learning approach and qualitative data
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Benchmarking: An International Journal (2023) 30 (10): 4140–4173.
Published: 16 December 2022
... Licensed re-use rights only Employee attrition Human resource management Machine learning Triangulation Retention policies Employee attrition is defined as voluntary or involuntary departure of employees from an organization. There are several measures to examine how it affects...
Journal Articles
Bridging the research-practice gap in supply chain risks induced by the COVID-19
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Benchmarking: An International Journal (2023) 30 (10): 3791–3816.
Published: 21 November 2022
... to compare the research of supply chain risks before and during the COVID-19 pandemic based on machining learning and text clustering and using the relevant publications of the web of science database. Findings The results show that scholars' attention to supply chain crisis has increased in the wake...
Journal Articles
Modelling the relationships between the barriers to implementing machine learning for accident analysis: the Indian petroleum industry
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Benchmarking: An International Journal (2023) 30 (9): 3357–3381.
Published: 06 September 2022
...Rajan Kumar Gangadhari; Vivek Khanzode; Shankar Murthy; Denis Dennehy Purpose This paper aims to identify, prioritise and explore the relationships between the various barriers that are hindering the machine learning (ML) adaptation for analysing accident data information in the Indian petroleum...
Journal Articles
Research themes in machine learning applications in supply chain management using bibliometric analysis tools
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Benchmarking: An International Journal (2023) 30 (3): 834–867.
Published: 01 April 2022
...Syed Asif Raza; Srikrishna Madhumohan Govindaluri; Mohammed Khurrum Bhutta Purpose This paper conducts a Systematic Literature Review (SLR) of Machine Learning (ML) in Supply Chain Management through bibliometric and network analysis, the authors are able to grasp key features of the contemporary...
Journal Articles
The role of predictive analytics to explain the employability of management graduates
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Benchmarking: An International Journal (2022) 29 (8): 2378–2396.
Published: 28 October 2021
..., revealed that only 7% of MBA graduates are employable (Assocham, 2016). Employability Predictive modeling Predictive analytics Management education Machine learning There are several competitive examinations in India, which is the first step for those who aspire to pursue an MBA. The popular...
Journal Articles
A systematic review of machine learning in logistics and supply chain management: current trends and future directions
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Benchmarking: An International Journal (2021) 28 (10): 2977–3005.
Published: 26 March 2021
...Mohammadreza Akbari; Thu Nguyen Anh Do Purpose This paper presents a review of the existing state-of-the-art literature on machine learning (ML) in logistics and supply chain management (LSCM) by analyzing the current literature, contemporary concepts, data and gaps and suggesting potential topics...
Includes: Supplementary data
Journal Articles
Application of fuzzy DEA and machine learning algorithms in efficiency estimation of paddy producers of rural Eastern India
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Benchmarking: An International Journal (2021) 28 (1): 229–248.
Published: 01 September 2020
... was conducted with 450 paddy growers. In comparison to the general DEA approach, the FDEA model evaluates fuzzy DEA efficiency giving the user the flexibility to measure the performance at different possibility levels. Originality/value The use of machine learning applications introduces advanced strategies...
