Understanding postal delivery areas in the Republic of Korea using multiple unsupervised learning approaches |
Han, Keejun
(Intelligent Convergence Research Laboratory, Electronics and Telecommunications Research Institute)
Yu, Yeongwoong (Intelligent Convergence Research Laboratory, Electronics and Telecommunications Research Institute) Na, Dong-gil (Intelligent Convergence Research Laboratory, Electronics and Telecommunications Research Institute) Jung, Hoon (Intelligent Convergence Research Laboratory, Electronics and Telecommunications Research Institute) Heo, Younggyo (Department of Computer Science and Engineering, Kongju National University) Jeong, Hyeoncheol (Department of Computer Science and Engineering, Kongju National University) Yun, Sunguk (Department of Computer Science and Engineering, Kongju National University) Kim, Jungeun (Department of Computer Science and Engineering, Kongju National University) |
1 | S. Lee, M. Park, C. Cha, J. Shim, and B. Cha, A study on workload measurement model for the postal delivery service, IE Interface 25 (2012), no. 2, 196-203. DOI |
2 | E. Kim, H. Lee, H. Park, H. Huh, L. Sang, and C. Cha, WTM-based postal delivery workload analysis study, (Proceedings of the Korean Institute of Industial Engineers Conference), 2012, pp. 281-286. |
3 | E. Kim, J. Lee, Y. Yu, and H. Jung, Workload estimation method for contractual delivery service, (Proceedings of the Korean Institute of Industial Engineers Conference, Jeju, Rep. of Korea), Apr. 2015, pp. 2065-2069. |
4 | I. Ko, D. Chambers, and E. Barrett, Unsupervised learning with hierarchical feature selection for DDOS mitigation within the ISP domain, ETRI J. 41 (2019), no. 5, 574-584. https://doi.org/10.4218/etrij.2019-0109 DOI |
5 | C. Prinz, F. Morlock, S. Freith, N. Kreggenfeld, D. Kreimeier, and B. Kuhlenktter, Learning factory modules for smart factories in Industrie 4.0, Procedia CIRP 54 (2016), 113-118. DOI |
6 | R. T. Wong, Vehicle Routing for Small Package Delivery and Pickup Services, Springer, Boston, 2008. |
7 | J. Carlsson, Dividing a territory among several vehicles, INFORMS J. Comput. 24 (2012), no. 4, 565-577. DOI |
8 | M. Schneider, A. Stenger, F. Schwahn, and D. Vigo, Territory-based vehicle routing in the presence of time-window constraints, Transp. Sci. 49 (2014), no. 4, 732-751. DOI |
9 | Y. Li, M. Dong, and J. Hua, Localized feature selection for clustering and its application in image grouping, (IEEE International Conference on Multimedia and Expo, Beijing, China), Aug. 2007, pp. 651-654. |
10 | M. Porter and P. Niksiar, Multidimensional mechanics: Performance mapping of natural biological systems using permutated radar charts, PLoS ONE 13 (2018), e0204309. DOI |
11 | C. Lee, D. Han, K. Han, and M. Yi, Improving graph-based movie recommender system using cinematic experience, Appl. Sci. 12 (2022), no. 3, 1493. https://www.mdpi.com/2076-3417/12/3/1493 DOI |
12 | M. Barzegar, A. Sadeghi-Niaraki, and M. Shakeri, Spatial experience based route finding using ontologies, ETRI J. 42 (2020), no. 2, 247-257. https://doi.org/10.4218/etrij.2017-0246 DOI |
13 | V. Gatta, E. Marcucci, M. Nigro, S. M. Patella, and S. Serafini, Public transport-based crowdshipping for sustainable city logistics: Assessing economic and environmental impacts, Sustainability 11 (2019), 145. https://www.mdpi.com/2071-1050/11/1/145 |
14 | Y. Zhang, L. Sun, X. Hu, and C. Zhao, Order consolidation for the last-mile split delivery in online retailing, Transp. Res. Part E: Logistics Transp. Rev. 122 (2019), 309-327. DOI |
15 | J. Yu and A. Lam, Autonomous vehicle logistic system: Joint routing and charging strategy, IEEE Trans. Intell. Transp. Syst. 19 (2018), no. 7, 2175-2187. DOI |
16 | K. Han, M. Y. Yi, and J. Kim, Search personalization in folksonomy by exploiting multiple and temporal aspects of user profiles, IEEE Access 7 (2019), 95610-95619. DOI |
17 | K. Wong and J. Beasley, Vehicle routing using fixed delivery areas, Omega-Int. J. Manag. Sci. 12 (1984), no. 6, 591-600. DOI |
18 | B. Kang, Sudden death doubled, suicide increased 8 times... but the post office is kept silence, 2020. Available from: https://news.kbs.co.kr/news/view.do?ncd=4436275 [last accessed August 2021]. |
19 | G. Sun, Y. Song, and S. Yee, A study on a model for measuring standard workload of mailman, J. Ind. Econ.Bus. 21 (2008), no. 5, 2203-2223. |
20 | H. Ghaderi, P. Tsai, L. Zhang, and A. Moayedikia, An integrated crowdshipping framework for green last mile delivery, Sustain. Cities Soc. 78 (2022), 103552. DOI |
21 | J. Park and J. Park, System architecture for work load management of postal delivery operation, (The 4th International Conference on Interaction Sciences, Busan, Rep. of Korea), 2011, pp. 200-204. |
22 | J. O. Strandhagen, L. R. Vallandingham, and G. Fragapane, Logistics 4.0 and emerging sustainable business models, Adv. Manuf. 5 (2017), 359-369. DOI |
23 | T. Parriani, M. Pozzi, D. Vigo, and F. Cruijssen, Creation of optimal service zones for the delivery of express packages, A View of Operations Research Applications in Italy, 2018, Springer International Publishing, Cham, 2019, pp. 19-28. https://doi.org/10.1007/978-3-030-25842-9_2 DOI |
24 | M. Kim, '52 hours a week'; couldn't stop overwork...three postmen died in two days, 2019. Available from: https://www.hani.co.kr/arti/society/society_general/893841.html [last accessed August 2021]. |
25 | S. Ahn and J. Kim, The cry of the postmen driven to death, 2019. Available from: https://www.sisajournal.com/news/articleView.html?idxno=187815 [last accessed August 2021]. |
26 | J. Lim, Postman cruelty, 2020. Available from: https://news.kbs.co.kr/news/view.do?ncd=4437575 [last accessed August 2021]. |
27 | D. Haugland, S. Ho, and G. Laporte, Designing delivery districts for the vehicle routing problem with stochastic demands, Eur. J. Oper. Res. 180 (2007), no. 3, 997-1010. DOI |
28 | S. Lee and H. Kim, An analysis of delivery environment for introduction of sequencing machines, (Proceedings of the Korean Institute of Industial Engineers Conference), 2007, pp. 117-123. |
29 | H. Yang, J. Eun, J. Jin, G. Kim, and S. Im, A study on calculation of the number of mailman in a post office, Korea Institute of Public Administration (KIPA), 2007. |
30 | S. Lee and B. Cha, Review on the workload measurement models for the postal delivery service, Postal Rogistic Technol. Rev. 9 (2010), no. 4, 61-77. |
31 | A. Goodchild and J. Toy, Delivery by drone: An evaluation of unmanned aerial vehicle technology in reducing co2 emissions in the delivery service industry, Transp. Res. Part D: Transp. Environ. 61 (2018), 58-67. DOI |
32 | J. Chen, T. Fan, Q. Gu, and F. Pan, Emerging technology-based online scheduling for instant delivery in the o2o retail era, Electron. Commerce Res. Appl. 51 (2022), 101115. DOI |
33 | A. Pani, S. Mishra, M. Golias, and M. Figliozzi, Evaluating public acceptance of autonomous delivery robots during COVID-19 pandemic, Transp. Res. Part D: Transp. Environ. 89 (2020), 102600. https://doi.org/10.1016/j.trd.2020.102600 DOI |