Exploring Technological Trends in Logistics: Topic Modeling-Based Patent Analysis
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Cited by:- Ivan Savin & Kristina Chukavina & Andrey Pushkarev, 2023. "Topic-based classification and identification of global trends for startup companies," Small Business Economics, Springer, vol. 60(2), pages 659-689, February.
- Sunida Tiwong & Sakgasem Ramingwong & Korrakot Yaibuathet Tippayawong, 2020. "On LSP Lifecycle Model to Re-design Logistics Service: Case Studies of Thai LSPs," Sustainability, MDPI, vol. 12(6), pages 1-17, March.
- Weresa Marzenna Anna, 2019. "Technological competitiveness of the EU member states in the era of the fourth industrial revolution," Economics and Business Review, Sciendo, vol. 5(3), pages 50-71, September.
- Koopo Kwon & Sungchan Jun & Yong-Jae Lee & Sanghei Choi & Chulung Lee, 2022. "Logistics Technology Forecasting Framework Using Patent Analysis for Technology Roadmap," Sustainability, MDPI, vol. 14(9), pages 1-30, April.
- Rosa Maria Arnaldo Valdés & Serhat Burmaoglu & Vincenzo Tucci & Luiz Manuel Braga da Costa Campos & Lucia Mattera & Víctor Fernando Gomez Comendador, 2019. "Flight Path 2050 and ACARE Goals for Maintaining and Extending Industrial Leadership in Aviation: A Map of the Aviation Technology Space," Sustainability, MDPI, vol. 11(7), pages 1-24, April.
- Lijie Feng & Yilang Li & Zhenfeng Liu & Jinfeng Wang, 2020. "Idea Generation and New Direction for Exploitation Technologies of Coal-Seam Gas through Recombinative Innovation and Patent Analysis," IJERPH, MDPI, vol. 17(8), pages 1-21, April.
- Ghaffari, Mohsen & Aliahmadi, Alireza & Khalkhali, Abolfazl & Zakery, Amir & Daim, Tugrul U. & Yalcin, Haydar, 2023. "Topic-based technology mapping using patent data analysis: A case study of vehicle tires," Technological Forecasting and Social Change, Elsevier, vol. 193(C).
- Xun Zhu & Timothy J. Pasch & Mohamed Aymane Ahajjam & Aaron Bergstrom, 2022. "Environmental Monitoring for Arctic Resiliency and Sustainability: An Integrated Approach with Topic Modeling and Network Analysis," Sustainability, MDPI, vol. 14(24), pages 1-20, December.
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Keywords
technological trends in logistics; technology trend exploration; patent analysis; topic modeling; latent dirichlet allocation;
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