Research Interests
Technology innovation and data analytics in logistics, retails, supply chain management, and air transportation
Text mining, sentiment analysis, machine learning, statistical analysis, patent analysis and network analysis
Education
Ph.D., Seoul National University, Industrial Engineering, 2015.8.
Design, operation, and evaluation for enhancing customer experience in technology-based service systems, Seoul National University, August, 2015.
M.S., Seoul National University, Industrial Engineering, 2010.2.
Diagnosis of service failures based on the ripple effects : a Bayesian network approach, Seoul National University, February, 2010
B.S., Seoul National University, Industrial Engineering, 2008.2.
Research
International Journal
Song, B. and Suh, Y.* (2019). Identifying convergence fields and technologies for industrial safety: LDA-based network analysis. Technological Forecasting and Social Change. 138, pp,115-126. (SSCI)
Song, B. and Suh, Y.* (2019). Narrative texts-based anomaly detection using accident report documents: The case of chemical process safety. Journal of Loss Prevention in the Process Industries. 57, pp.47-54. (SCIE)
Choi, D. and Song, B.* (2018), Exploring technological trends in logistics: topic modeling-based patent analysis. Sustainability, 10(7), pp. 2810. (SSCI)
Song, B. and Choi, D.* (2018), Dynamic capability of the firm as driver of green supply chain management implementation. Sustainability, 10(7), pp. 2539. (SSCI)
Song, B., Yoon, B., Lee, C., and Park, Y.* (2017) Development of a service evolution map for service design through application of text mining to service documents. Research in Engineering Design, 28(2), pp. 1-23. (SCIE)
Song, B., Lee, C., Yoon, B., and Park, Y.* (2016) Diagnosing service quality using customer reviews : An index approach based on sentiment and gap analyses. Service Business, 10(4), pp. 775-798. (SSCI)
Song, B., Seol, H.*, Kim, S., and Park, Y. (2016) A patent portfolio-based approach for assessing potential R&D partners: An application of the Shapley value. Technological Forecasting and Social Change, 103, pp. 156-165. (SSCI)
Kang, D., Song, B., Yoon, B., Lee, Y., and Park, Y.* (2015) Diffusion pattern analysis for social networking sites using small-world network multiple influence model. Technological Forecasting and Social Change, 95, pp. 73-86. (SSCI)
Lee, C., Song, B., and Pakr, Y.* (2015) An instrument for scenario-based technology roadmapping: How to assess the impacts of future changes on organisational plans. Technological Forecasting and Social Change, 90, pp. 285-301. (SSCI)
Yoon, B.* and Song, B. (2014) A systematic approach of partner selection for open innovation. Industrial Management & Data Systems, 114(7), pp. 1068-1093.
Lee, C., Song, B., and Park, Y.* (2013) How to assess patent infringement risks: A semantic patent claim analysis using dependency relationships. Technology Analysis and Strategic Management, 25(1), pp. 23-38. (SSCI)
Song, B., Lee, C., and Park, Y.* (2013) Assessing the risks of service failures based on ripple effects: A Bayesian network approach. International Journal of Production Economics, 141(2), pp. 493-504. (SCIE)
Korean Journal
Chae, J., Choi, D. Song, B, Kim, J. and Kim, M (2019) A Case Study of Locating Floating Logistics Hub Center for OEM Company,Korean Journal of Logistics, 27(3),
Academic activities
생산관리학회 이사 2017-현재
로지스틱스학회 편집이사 2017-현재
물류과학기술학회 이사 2018-현재