{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,8,28]],"date-time":"2026-08-28T13:33:46Z","timestamp":1787924026965,"version":"build-2784847793"},"reference-count":112,"publisher":"Springer Science and Business Media LLC","issue":"1","license":[{"start":{"date-parts":[[2022,3,31]],"date-time":"2022-03-31T00:00:00Z","timestamp":1648684800000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2022,3,31]],"date-time":"2022-03-31T00:00:00Z","timestamp":1648684800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["Ann Oper Res"],"published-print":{"date-parts":[[2022,8]]},"DOI":"10.1007\/s10479-022-04596-5","type":"journal-article","created":{"date-parts":[[2022,4,1]],"date-time":"2022-04-01T06:33:10Z","timestamp":1648794790000},"page":"29-55","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":108,"title":["Mapping research on healthcare operations and supply chain management: a topic modelling-based literature review"],"prefix":"10.1007","volume":"315","author":[{"given":"Imran","family":"Ali","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Devika","family":"Kannan","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"297","published-online":{"date-parts":[[2022,3,31]]},"reference":[{"issue":"1","key":"4596_CR1","doi-asserted-by":"publisher","first-page":"154","DOI":"10.1016\/j.ejor.2012.07.028","volume":"224","author":"W Abo-Hamad","year":"2013","unstructured":"Abo-Hamad, W., & Arisha, A. (2013). Simulation-based framework to improve patient experience in an emergency department. European Journal of Operational Research, 224(1), 154\u2013166.","journal-title":"European Journal of Operational Research"},{"issue":"3","key":"4596_CR2","first-page":"39","volume":"4","author":"ARB Albarune","year":"2015","unstructured":"Albarune, A. R. B., Farhat, N., & Afzal, F. (2015). The valued supply chain for integrated hospital management: A conceptual framework. International Journal of Supply Chain Management, 4(3), 39\u201349.","journal-title":"International Journal of Supply Chain Management"},{"key":"4596_CR3","doi-asserted-by":"crossref","unstructured":"Ali, I. (2019). The impact of industry 4.0 on the nexus between supply chain risks and firm performance. In A. Guclu (Ed. 2019) Academy of Management Proceedings (1\u20136). Boston: Academy of Management.","DOI":"10.5465\/AMBPP.2019.77"},{"key":"4596_CR4","doi-asserted-by":"publisher","unstructured":"Ali, I., Arslan, A., Khan, Z., & Tarba, S. Y. (2021a). The role of industry 4.0 technologies in mitigating supply chain disruption: Empirical evidence from the Australian Food Processing Industry. IEEE Transactions on Engineering Management, 1\u201311. https:\/\/doi.org\/10.1109\/TEM.2021.3088518","DOI":"10.1109\/TEM.2021.3088518"},{"key":"4596_CR5","doi-asserted-by":"publisher","unstructured":"Ali, I., & Aboelmaged, M. G. S. (2021). Implementation of supply chain 4.0 in the food and beverage industry: Perceived drivers and barriers. International Journal of Productivity and Performance Management, ahead-of-print (ahead-of-print). https:\/\/doi.org\/10.1108\/IJPPM-07-2020-0393","DOI":"10.1108\/IJPPM-07-2020-0393"},{"issue":"8","key":"4596_CR6","doi-asserted-by":"publisher","first-page":"793","DOI":"10.1108\/IJPDLM-02-2019-0038","volume":"49","author":"I Ali","year":"2019","unstructured":"Ali, I., & G\u00f6lgeci, I. (2019). Where is supply chain resilience research heading? A systematic and co-occurrence analysis. International Journal of Physical Distribution and Logistics Management, 49(8), 793\u2013815.","journal-title":"International Journal of Physical Distribution and Logistics Management"},{"key":"4596_CR7","doi-asserted-by":"publisher","DOI":"10.1080\/09537287.2021.1988177","author":"I Ali","year":"2021","unstructured":"Ali, I., & Govindan, K. (2021). Extenuating operational risks through digital transformation of agri-food supply chains. Production Planning & Control. https:\/\/doi.org\/10.1080\/09537287.2021.1988177","journal-title":"Production Planning & Control"},{"issue":"6","key":"4596_CR8","doi-asserted-by":"publisher","first-page":"372","DOI":"10.1080\/08989621.2020.1836620","volume":"28","author":"I Ali","year":"2021","unstructured":"Ali, I., Sultan, P., & Aboelmaged, M. (2021b). A bibliometric analysis of academic misconduct research in higher education: Current status and future research opportunities. Accountability in Research, 28(6), 372\u2013393.","journal-title":"Accountability in Research"},{"issue":"6","key":"4596_CR9","doi-asserted-by":"publisher","first-page":"146","DOI":"10.1016\/j.ijinfomgt.2018.07.009","volume":"43","author":"O Ali","year":"2018","unstructured":"Ali, O., Shrestha, A., Soar, J., & Wamba, S. F. (2018). Cloud computing-enabled healthcare opportunities, issues, and applications: A systematic review. International Journal of Information Management, 43(6), 146\u2013158.","journal-title":"International Journal of Information Management"},{"issue":"1","key":"4596_CR10","doi-asserted-by":"publisher","first-page":"121","DOI":"10.1016\/j.ijinfomgt.2018.12.009","volume":"47","author":"S Al-Sharhan","year":"2019","unstructured":"Al-Sharhan, S., Omran, E., & Lari, K. (2019). An integrated holistic model for an eHealth system: A national implementation approach and a new cloud-based security model. International Journal of Information Management, 47(1), 121\u2013130.","journal-title":"International Journal of Information Management"},{"issue":"6","key":"4596_CR11","doi-asserted-by":"publisher","first-page":"726","DOI":"10.1111\/jpim.12300","volume":"33","author":"D Antons","year":"2016","unstructured":"Antons, D., Kleer, R., & Salge, T. O. (2016). Mapping the topic landscape of JPIM, 1984\u20132013: In search of hidden structures and development trajectories. Journal of Product Innovation Management, 33(6), 726\u2013749.","journal-title":"Journal of Product Innovation Management"},{"issue":"5","key":"4596_CR12","first-page":"221","volume":"7","author":"A Anuar","year":"2018","unstructured":"Anuar, A., Saad, R., & Yusoff, R. Z. (2018). Sustainability through lean healthcare and operational performance in the private hospitals: A proposed framework. Supply Chain Management, 7(5), 221\u2013227.","journal-title":"Supply Chain Management"},{"key":"4596_CR13","doi-asserted-by":"publisher","unstructured":"Arslan, A., Cooper, C., Khan, Z., Golgeci, I., & Ali, I. (2021). Artificial intelligence and human workers interaction at the team level: a conceptual assessment of the challenges and potential HRM strategies. International Journal of Manpower, ahead-of-print (ahead-of-print). https:\/\/doi.org\/10.1108\/IJM-01-2021-0052","DOI":"10.1108\/IJM-01-2021-0052"},{"key":"4596_CR14","doi-asserted-by":"publisher","DOI":"10.1016\/j.orhc.2021.100288","volume":"28","author":"F Asgari","year":"2021","unstructured":"Asgari, F., & Asgari, S. (2021). Addressing artificial variability in patient flow. Operations Research for Health Care, 28, 100288. https:\/\/doi.org\/10.1016\/j.orhc.2021.100288","journal-title":"Operations Research for Health Care"},{"issue":"1","key":"4596_CR15","doi-asserted-by":"publisher","first-page":"19","DOI":"10.1287\/msom.2016.0597","volume":"19","author":"E Avgerinos","year":"2017","unstructured":"Avgerinos, E., & Gokpinar, B. (2017). Team familiarity and productivity in cardiac surgery operations: The effect of dispersion, bottlenecks, and task complexity. Manufacturing & Service Operations Management, 19(1), 19\u201335.","journal-title":"Manufacturing & Service Operations Management"},{"issue":"1","key":"4596_CR16","doi-asserted-by":"publisher","first-page":"185","DOI":"10.1016\/j.jclepro.2018.11.204","volume":"214","author":"L Belkhir","year":"2019","unstructured":"Belkhir, L., & Elmeligi, A. (2019). Carbon footprint of the global pharmaceutical industry and relative impact of its major players. Journal of Cleaner Production, 214(1), 185\u2013194.","journal-title":"Journal of Cleaner Production"},{"issue":"4","key":"4596_CR17","doi-asserted-by":"publisher","first-page":"77","DOI":"10.1145\/2133806.2133826","volume":"55","author":"DM Blei","year":"2012","unstructured":"Blei, D. M. (2012). Probabilistic topic models. Communications of the ACM, 55(4), 77\u201384.","journal-title":"Communications of the ACM"},{"issue":"2","key":"4596_CR18","doi-asserted-by":"publisher","first-page":"288","DOI":"10.5305\/amerjintelaw.110.2.0288","volume":"110","author":"D Bodansky","year":"2016","unstructured":"Bodansky, D. (2016). The Paris climate change agreement: A new hope? American Journal of International Law, 110(2), 288\u2013319.","journal-title":"American Journal of International Law"},{"issue":"3","key":"4596_CR19","doi-asserted-by":"publisher","first-page":"491","DOI":"10.1016\/j.ejor.2011.10.041","volume":"219","author":"SC Brailsford","year":"2012","unstructured":"Brailsford, S. C., Harper, P. R., & Sykes, J. (2012). Incorporating human behaviour in simulation models of screening for breast cancer. European Journal of Operational Research, 219(3), 491\u2013507.","journal-title":"European Journal of Operational Research"},{"key":"4596_CR20","doi-asserted-by":"crossref","unstructured":"Chae, B., & Olson, D. (2018). A topical exploration of the intellectual development of decision sciences 1975\u20132016. Decision Sciences, Published (online), 1\u201324.","DOI":"10.1111\/deci.12326"},{"issue":"3","key":"4596_CR21","doi-asserted-by":"publisher","first-page":"247","DOI":"10.1016\/j.ijpe.2014.12.037","volume":"165","author":"BK Chae","year":"2015","unstructured":"Chae, B. K. (2015). Insights from hashtag# supplychain and Twitter Analytics: Considering Twitter and Twitter data for supply chain practice and research. International Journal of Production Economics, 165(3), 247\u2013259.","journal-title":"International Journal of Production Economics"},{"issue":"2","key":"4596_CR22","doi-asserted-by":"publisher","first-page":"83","DOI":"10.1016\/j.ijinfomgt.2018.10.023","volume":"45","author":"BK Chae","year":"2019","unstructured":"Chae, B. K. (2019). A General framework for studying the evolution of the digital innovation ecosystem: The case of big data. International Journal of Information Management, 45(2), 83\u201394.","journal-title":"International Journal of Information Management"},{"issue":"4","key":"4596_CR23","doi-asserted-by":"publisher","first-page":"1001","DOI":"10.1016\/j.jclepro.2016.08.098","volume":"139","author":"A Chauhan","year":"2016","unstructured":"Chauhan, A., & Singh, A. (2016). A hybrid multi-criteria decision making method approach for selecting a sustainable location of healthcare waste disposal facility. Journal of Cleaner Production, 139(4), 1001\u20131010.","journal-title":"Journal of Cleaner Production"},{"issue":"7","key":"4596_CR24","doi-asserted-by":"crossref","first-page":"1716","DOI":"10.1111\/poms.13008","volume":"28","author":"M Cherkesly","year":"2019","unstructured":"Cherkesly, M., Rancourt, M. \u00c8., & Smilowitz, K. R. (2019). Community healthcare network in underserved areas: Design, mathematical models, and analysis. Production and Operations Management, 28(7), 1716\u20131734.","journal-title":"Production and Operations Management"},{"key":"4596_CR25","doi-asserted-by":"publisher","DOI":"10.1007\/s10479-021-03973-w","author":"T-M Choi","year":"2021","unstructured":"Choi, T.-M. (2021). Fighting against COVID-19: What operations research can help and the sense-and-respond framework. Annals of Operations Research. https:\/\/doi.org\/10.1007\/s10479-021-03973-w","journal-title":"Annals of Operations Research"},{"issue":"5","key":"4596_CR26","doi-asserted-by":"publisher","first-page":"66","DOI":"10.1016\/j.ijpe.2014.09.034","volume":"159","author":"AY-L Chong","year":"2015","unstructured":"Chong, A.Y.-L., Liu, M. J., Luo, J., & Keng-Boon, O. (2015). Predicting RFID adoption in healthcare supply chain from the perspectives of users. International Journal of Production Economics, 159(5), 66\u201375.","journal-title":"International Journal of Production Economics"},{"issue":"2","key":"4596_CR27","doi-asserted-by":"publisher","first-page":"413","DOI":"10.1007\/s11192-015-1554-1","volume":"103","author":"F De Battisti","year":"2015","unstructured":"De Battisti, F., Ferrara, A., & Salini, S. (2015). A decade of research in statistics: A topic model approach. Scientometrics, 103(2), 413\u2013433.","journal-title":"Scientometrics"},{"issue":"6","key":"4596_CR28","doi-asserted-by":"publisher","first-page":"391","DOI":"10.1002\/(SICI)1097-4571(199009)41:6<391::AID-ASI1>3.0.CO;2-9","volume":"41","author":"S Deerwester","year":"1990","unstructured":"Deerwester, S., Dumais, S. T., Furnas, G. W., Landauer, T. K., & Harshman, R. (1990). Indexing by latent semantic analysis. Journal of the American Society for Information Science, 41(6), 391\u2013407.","journal-title":"Journal of the American Society for Information Science"},{"key":"4596_CR29","unstructured":"Dehghani, M., Abbasi, B., & Oliveira, F. (2019). Proactive transshipment in the blood supply chain: A stochastic programming approach. Omega, Published (online), 102\u2013112."},{"issue":"1","key":"4596_CR30","doi-asserted-by":"publisher","first-page":"73","DOI":"10.1287\/msom.2019.0826","volume":"22","author":"KC Diwas Singh","year":"2020","unstructured":"Diwas Singh, K. C., Scholtes, S., & Terwiesch, C. (2020). Empirical research in healthcare operations: Past research, present understanding, and future opportunities. Manufacturing and Service Operations Management, 22(1), 73\u201383.","journal-title":"Manufacturing and Service Operations Management"},{"key":"4596_CR31","doi-asserted-by":"crossref","unstructured":"Fan, Z., & Xie, X. (2022). A distributionally robust optimisation for COVID-19 testing facility territory design and capacity planning. International Journal of Production Research, 1\u201324.","DOI":"10.1080\/00207543.2021.2022233"},{"key":"4596_CR32","doi-asserted-by":"publisher","DOI":"10.1007\/s10479-018-2818-y","author":"W Fan","year":"2018","unstructured":"Fan, W., Liu, J., Zhu, S., & Pardalos, P. M. (2018). Investigating the impacting factors for the healthcare professionals to adopt artificial intelligence-based medical diagnosis support system (AIMDSS). Annals of Operations Research. https:\/\/doi.org\/10.1007\/s10479-018-2818-y","journal-title":"Annals of Operations Research"},{"key":"4596_CR33","doi-asserted-by":"crossref","unstructured":"Fathollahi-Fard, A. M., Govindan, K., Hajiaghaei-Keshteli, M. and Ahmadi, A. (2019). A green home health care supply chain: New modified simulated annealing algorithms. Journal of Cleaner Production, 240, pp. ahead-of-print.","DOI":"10.1016\/j.jclepro.2019.118200"},{"key":"4596_CR34","doi-asserted-by":"crossref","unstructured":"Fattahi, M., Keyvanshokooh, E., Kannan, D., & Govindan, K. (2022). Resource planning strategies for healthcare systems during a pandemic.\u00a0European Journal of Operational Research.","DOI":"10.1016\/j.ejor.2022.01.023"},{"key":"4596_CR35","doi-asserted-by":"crossref","unstructured":"Ferreira, F. A., Kannan, D., Meidut\u0117-Kavaliauskien\u0117, I., & Vale, I. M. (2022). A sociotechnical approach to vaccine manufacturer selection as part of a global immunization strategy against epidemics and pandemics.\u00a0Annals of Operations Research, 1\u201330.","DOI":"10.1007\/s10479-021-04347-y"},{"issue":"2","key":"4596_CR36","doi-asserted-by":"publisher","first-page":"348","DOI":"10.1016\/j.jbusres.2017.03.026","volume":"85","author":"FA Ferreira","year":"2018","unstructured":"Ferreira, F. A. (2018). Mapping the field of arts-based management: Bibliographic coupling and co-citation analyses. Journal of Business Research, 85(2), 348\u2013357.","journal-title":"Journal of Business Research"},{"issue":"3","key":"4596_CR37","doi-asserted-by":"publisher","first-page":"258","DOI":"10.1016\/j.ijinfomgt.2015.12.002","volume":"36","author":"M-P Gagnon","year":"2016","unstructured":"Gagnon, M.-P., Simonyan, D., Godin, G., Labrecque, M., Ouimet, M., & Rousseau, M. (2016). Factors influencing electronic health record adoption by physicians: A multilevel analysis. International Journal of Information Management, 36(3), 258\u2013270.","journal-title":"International Journal of Information Management"},{"issue":"4","key":"4596_CR38","doi-asserted-by":"publisher","first-page":"206","DOI":"10.1016\/j.ijinfomgt.2019.05.003","volume":"50","author":"P Galetsi","year":"2020","unstructured":"Galetsi, P., Katsaliaki, K., & Kumar, S. (2020). Big data analytics in health sector: Theoretical framework, techniques and prospects. International Journal of Information Management, 50(4), 206\u2013216.","journal-title":"International Journal of Information Management"},{"issue":"7","key":"4596_CR39","first-page":"1081","volume":"71","author":"D Gartner","year":"2019","unstructured":"Gartner, D., & Padman, R. (2019). Machine learning for healthcare behavioural OR: Addressing waiting time perceptions in emergency care. Journal of the Operational Research Society, 71(7), 1081\u20131101.","journal-title":"Journal of the Operational Research Society"},{"issue":"3","key":"4596_CR40","doi-asserted-by":"publisher","first-page":"1016","DOI":"10.1016\/j.ejor.2021.08.015","volume":"298","author":"M Ghaderi","year":"2022","unstructured":"Ghaderi, M. (2022). Public health interventions in the face of pandemics: Network structure, social distancing, and heterogeneity. European Journal of Operational Research, 298(3), 1016\u20131031.","journal-title":"European Journal of Operational Research"},{"key":"4596_CR41","doi-asserted-by":"crossref","unstructured":"Govindan, K., Nasr, A. K., Mostafazadeh, P., & Mina, H. (2021). Medical waste management during coronavirus disease 2019 (COVID-19) outbreak: A mathematical programming model.\u00a0Computers & Industrial Engineering,\u00a0162, 107668.","DOI":"10.1016\/j.cie.2021.107668"},{"key":"4596_CR42","doi-asserted-by":"crossref","unstructured":"Govindan, K., Nasr, A. K., Saeed Heidary, M., Nosrati-Abargooee, S., & Mina, H. (2022). Prioritizing adoption barriers of platforms based on blockchain technology from balanced scorecard perspectives in healthcare industry: A structural approach. International Journal of Production Research, 1\u201315.","DOI":"10.1080\/00207543.2021.2013560"},{"issue":"1","key":"4596_CR43","doi-asserted-by":"publisher","first-page":"108","DOI":"10.1016\/j.ejor.2017.04.009","volume":"263","author":"K Govindan","year":"2017","unstructured":"Govindan, K., Fattahi, M., & Keyvanshokooh, E. (2017). Supply chain network design under uncertainty: A comprehensive review and future research directions. European Journal of Operational Research, 263(1), 108\u2013141.","journal-title":"European Journal of Operational Research"},{"key":"4596_CR44","doi-asserted-by":"publisher","DOI":"10.1016\/j.tre.2020.101967","author":"K Govindan","year":"2020","unstructured":"Govindan, K., Mina, H., & Alavi, B. (2020). A decision support system for demand management in healthcare supply chains considering the epidemic outbreaks: A case study of coronavirus disease 2019 (COVID-19). Transportation Research Part e: Logistics and Transportation Review. https:\/\/doi.org\/10.1016\/j.tre.2020.101967","journal-title":"Transportation Research Part e: Logistics and Transportation Review"},{"issue":"1","key":"4596_CR45","doi-asserted-by":"publisher","first-page":"5228","DOI":"10.1073\/pnas.0307752101","volume":"101","author":"TL Griffiths","year":"2004","unstructured":"Griffiths, T. L., & Steyvers, M. (2004). Finding scientific topics. Proceedings of the National Academy of Sciences, 101(1), 5228\u20135235.","journal-title":"Proceedings of the National Academy of Sciences"},{"issue":"1\u20132","key":"4596_CR46","doi-asserted-by":"publisher","first-page":"89","DOI":"10.1007\/s10479-018-2957-1","volume":"276","author":"W Gu","year":"2019","unstructured":"Gu, W., Fan, N., & Liao, H. (2019). Evaluating readmission rates and discharge planning by analyzing the length-of-stay of patients. Annals of Operations Research, 276(1\u20132), 89\u2013108.","journal-title":"Annals of Operations Research"},{"issue":"2","key":"4596_CR47","doi-asserted-by":"publisher","first-page":"467","DOI":"10.1016\/j.tourman.2016.09.009","volume":"59","author":"Y Guo","year":"2017","unstructured":"Guo, Y., Barnes, S. J., & Jia, Q. (2017). Mining meaning from online ratings and reviews: Tourist satisfaction analysis using latent dirichlet allocation. Tourism Management, 59(2), 467\u2013483.","journal-title":"Tourism Management"},{"issue":"4","key":"4596_CR48","first-page":"1124","volume":"71","author":"PR Harper","year":"2019","unstructured":"Harper, P. R. (2019). Server behaviours in healthcare queueing systems. Journal of the Operational Research Society, 71(4), 1124\u20131136.","journal-title":"Journal of the Operational Research Society"},{"key":"4596_CR49","doi-asserted-by":"publisher","DOI":"10.1016\/j.cie.2021.107502","volume":"159","author":"T-H Hejazi","year":"2021","unstructured":"Hejazi, T.-H. (2021). State-dependent resource reallocation plan for health care systems: A simulation optimization approach. Computers & Industrial Engineering, 159, 107502. https:\/\/doi.org\/10.1016\/j.cie.2021.107502","journal-title":"Computers & Industrial Engineering"},{"issue":"5","key":"4596_CR50","first-page":"842","volume":"8","author":"P Hiranrithikorn","year":"2019","unstructured":"Hiranrithikorn, P., & Sutduean, J. (2019). Social capital predicting the supply chain skills: Mediating role of access to information and network resources. International Journal of Supply Chain Management, 8(5), 842\u2013853.","journal-title":"International Journal of Supply Chain Management"},{"issue":"1\u20132","key":"4596_CR51","doi-asserted-by":"publisher","first-page":"177","DOI":"10.1023\/A:1007617005950","volume":"42","author":"T Hofmann","year":"2001","unstructured":"Hofmann, T. (2001). Unsupervised learning by probabilistic latent semantic analysis. Machine Learning, 42(1\u20132), 177\u2013196.","journal-title":"Machine Learning"},{"issue":"13","key":"4596_CR52","first-page":"1","volume":"40","author":"K Hornik","year":"2011","unstructured":"Hornik, K., & Gr\u00fcn, B. (2011). topicmodels: An R package for fitting topic models. Journal of Statistical Software, 40(13), 1\u201330.","journal-title":"Journal of Statistical Software"},{"issue":"4","key":"4596_CR53","doi-asserted-by":"publisher","first-page":"304","DOI":"10.1016\/j.jclepro.2019.01.301","volume":"218","author":"JP Jensen","year":"2019","unstructured":"Jensen, J. P., Prendeville, S. M., Bocken, N. M., & Peck, D. (2019). Creating sustainable value through remanufacturing: Three industry cases. Journal of Cleaner Production, 218(4), 304\u2013314.","journal-title":"Journal of Cleaner Production"},{"issue":"8","key":"4596_CR54","doi-asserted-by":"publisher","first-page":"1463","DOI":"10.1111\/poms.12697","volume":"26","author":"J Jia","year":"2017","unstructured":"Jia, J., & Zhao, H. (2017). Mitigating the US drug shortages through pareto-improving contracts. Production and Operations Management, 26(8), 1463\u20131480.","journal-title":"Production and Operations Management"},{"issue":"3","key":"4596_CR55","doi-asserted-by":"publisher","first-page":"226","DOI":"10.1016\/j.rser.2015.12.194","volume":"57","author":"H Jiang","year":"2016","unstructured":"Jiang, H., Qiang, M., & Lin, P. (2016). A topic modeling based bibliometric exploration of hydropower research. Renewable and Sustainable Energy Reviews, 57(3), 226\u2013237.","journal-title":"Renewable and Sustainable Energy Reviews"},{"issue":"1","key":"4596_CR56","doi-asserted-by":"publisher","first-page":"59","DOI":"10.1287\/msom.2019.0817","volume":"22","author":"P Keskinocak","year":"2020","unstructured":"Keskinocak, P., & Savva, N. (2020). A review of the healthcare-management (Modeling) literature published in manufacturing & service operations management. Manufacturing & Service Operations Management, 22(1), 59\u201372.","journal-title":"Manufacturing & Service Operations Management"},{"issue":"5","key":"4596_CR57","doi-asserted-by":"publisher","first-page":"168","DOI":"10.1016\/j.ijpe.2017.10.008","volume":"195","author":"CG Kochan","year":"2018","unstructured":"Kochan, C. G., Nowicki, D. R., Sauser, B., & Randall, W. S. (2018). Impact of cloud-based information sharing on hospital supply chain performance: A system dynamics framework. International Journal of Production Economics, 195(5), 168\u2013185.","journal-title":"International Journal of Production Economics"},{"issue":"2","key":"4596_CR58","doi-asserted-by":"publisher","first-page":"382","DOI":"10.1016\/j.jclepro.2014.04.037","volume":"85","author":"A Kumar","year":"2014","unstructured":"Kumar, A., & Rahman, S. (2014). RFID-enabled process reengineering of closed-loop supply chains in the healthcare industry of Singapore. Journal of Cleaner Production, 85(2), 382\u2013394.","journal-title":"Journal of Cleaner Production"},{"issue":"7","key":"4596_CR59","doi-asserted-by":"publisher","first-page":"1055","DOI":"10.1080\/01605682.2018.1489355","volume":"71","author":"M Kunc","year":"2018","unstructured":"Kunc, M., Harper, P., & Katsikopoulos, K. (2018). A review of implementation of behavioural aspects in the application of OR in healthcare. Journal of the Operational Research Society, 71(7), 1055\u20131072.","journal-title":"Journal of the Operational Research Society"},{"issue":"6755","key":"4596_CR60","doi-asserted-by":"publisher","first-page":"788","DOI":"10.1038\/44565","volume":"401","author":"DD Lee","year":"1999","unstructured":"Lee, D. D., & Seung, H. S. (1999). Learning the parts of objects by non-negative matrix factorization. Nature, 401(6755), 788\u2013791.","journal-title":"Nature"},{"issue":"5","key":"4596_CR61","doi-asserted-by":"publisher","first-page":"1291","DOI":"10.1007\/s10961-017-9561-4","volume":"43","author":"H Lee","year":"2018","unstructured":"Lee, H., & Kang, P. (2018). Identifying core topics in technology and innovation management studies: A topic model approach. The Journal of Technology Transfer, 43(5), 1291\u20131317.","journal-title":"The Journal of Technology Transfer"},{"issue":"1\u20132","key":"4596_CR62","doi-asserted-by":"publisher","first-page":"151","DOI":"10.1002\/joom.1057","volume":"66","author":"SJ Lee","year":"2020","unstructured":"Lee, S. J., Venkataraman, S., Heim, G. R., Roth, A. V., & Chilingerian, J. (2020). Impact of the value-based purchasing program on hospital operations outcomes: An econometric analysis. Journal of Operations Management, 66(1\u20132), 151\u2013175.","journal-title":"Journal of Operations Management"},{"issue":"2","key":"4596_CR63","doi-asserted-by":"publisher","first-page":"236","DOI":"10.1080\/10864415.2016.1087823","volume":"20","author":"T-P Liang","year":"2015","unstructured":"Liang, T.-P., Li, X., Yang, C.-T., & Wang, M. (2015). What in consumer reviews affects the sales of mobile apps: A multifacet sentiment analysis approach. International Journal of Electronic Commerce, 20(2), 236\u2013260.","journal-title":"International Journal of Electronic Commerce"},{"issue":"4","key":"4596_CR64","doi-asserted-by":"publisher","first-page":"588","DOI":"10.1057\/jors.2013.106","volume":"65","author":"R Mahjoub","year":"2014","unstructured":"Mahjoub, R., Odegaard, F., & Zaric, G. S. (2014). Health-based pharmaceutical pay-for-performance risk-sharing agreements. Journal of the Operational Research Society, 65(4), 588\u2013604.","journal-title":"Journal of the Operational Research Society"},{"key":"4596_CR65","doi-asserted-by":"crossref","unstructured":"Malekpoor, H., Mishra, N., & Kumar, S. (2018). A novel TOPSIS\u2013CBR goal programming approach to sustainable healthcare treatment. Annals of Operations Research, 1\u201323.","DOI":"10.1007\/s10479-018-2992-y"},{"issue":"1\u20132","key":"4596_CR66","doi-asserted-by":"publisher","first-page":"287","DOI":"10.1007\/s10479-016-2393-z","volume":"270","author":"MM Malik","year":"2018","unstructured":"Malik, M. M., Abdallah, S., & Ala\u2019raj, M. (2018). Data mining and predictive analytics applications for the delivery of healthcare services: A systematic literature review. Annals of Operations Research, 270(1\u20132), 287\u2013312.","journal-title":"Annals of Operations Research"},{"key":"4596_CR67","first-page":"1","volume":"24","author":"D Mimno","year":"2012","unstructured":"Mimno, D., & McCallum, A. (2012). Topic models conditioned on arbitrary features with Dirichlet-multinomial regression. UAI, 24, 1\u20138.","journal-title":"UAI"},{"issue":"3","key":"4596_CR68","first-page":"205","volume":"82","author":"K Moons","year":"2019","unstructured":"Moons, K., Waeyenbergh, G., & Pintelon, L. (2019). Measuring the logistics performance of internal hospital supply chains\u2014a literature study. Omega (united Kingdom), 82(3), 205\u2013217.","journal-title":"Omega (united Kingdom)"},{"key":"4596_CR69","doi-asserted-by":"crossref","unstructured":"Mousa, S. K., & Othman, M. (2020). The impact of green human resource management practices on sustainable performance in healthcare organisations: A conceptual framework. Journal of Cleaner Production, 243(2), 118595.","DOI":"10.1016\/j.jclepro.2019.118595"},{"issue":"10","key":"4596_CR70","doi-asserted-by":"publisher","first-page":"1222","DOI":"10.1108\/IJOPM-04-2015-0234","volume":"36","author":"M Mura","year":"2016","unstructured":"Mura, M., Lettieri, E., Radaelli, G., & Spiller, N. (2016). Behavioural operations in healthcare: A knowledge sharing perspective. International Journal of Operations & Production Management, 36(10), 1222\u20131246.","journal-title":"International Journal of Operations & Production Management"},{"issue":"3","key":"4596_CR71","doi-asserted-by":"publisher","first-page":"880","DOI":"10.1016\/j.ejor.2020.12.054","volume":"293","author":"A Nagurney","year":"2021","unstructured":"Nagurney, A. (2021a). Supply chain game theory network modeling under labor constraints: Applications to the Covid-19 pandemic. European Journal of Operational Research, 293(3), 880\u2013891.","journal-title":"European Journal of Operational Research"},{"issue":"21","key":"4596_CR72","doi-asserted-by":"publisher","first-page":"6741","DOI":"10.1080\/00207543.2017.1355121","volume":"56","author":"M Naor","year":"2018","unstructured":"Naor, M., Dey, A., Meyer Goldstein, S., & Rosen, Y. (2018). Civilian-military pooling of health care resources in Haiti: A theory of complementarities perspective. International Journal of Production Research, 56(21), 6741\u20136757.","journal-title":"International Journal of Production Research"},{"issue":"1","key":"4596_CR73","doi-asserted-by":"publisher","first-page":"18","DOI":"10.1016\/j.pursup.2013.09.001","volume":"20","author":"SA Narayana","year":"2014","unstructured":"Narayana, S. A., Pati, R. K., & Vrat, P. (2014). Managerial research on the pharmaceutical supply chain\u2014a critical review and some insights for future directions. Journal of Purchasing and Supply Management, 20(1), 18\u201340.","journal-title":"Journal of Purchasing and Supply Management"},{"issue":"3","key":"4596_CR74","doi-asserted-by":"publisher","first-page":"2876","DOI":"10.1016\/j.jclepro.2017.11.126","volume":"172","author":"M Nematollahi","year":"2018","unstructured":"Nematollahi, M., Hosseini-Motlagh, S.-M., Ignatius, J., Goh, M., & Nia, M. S. (2018). Coordinating a socially responsible pharmaceutical supply chain under periodic review replenishment policies. Journal of Cleaner Production, 172(3), 2876\u20132891.","journal-title":"Journal of Cleaner Production"},{"key":"4596_CR150","doi-asserted-by":"crossref","unstructured":"Nemeth, C., Wears, R. L., Patel, S., Rosen, G., & Cook, R. (2011). Resilience is not control: healthcare, crisis\nmanagement, and ICT. Cognition, Technology & Work, 13(3), 189\u2013202.","DOI":"10.1007\/s10111-011-0174-7"},{"issue":"5","key":"4596_CR75","doi-asserted-by":"publisher","first-page":"248","DOI":"10.1016\/j.ijpe.2015.01.008","volume":"166","author":"SS Nudurupati","year":"2015","unstructured":"Nudurupati, S. S., Bhattacharya, A., Lascelles, D., & Caton, N. (2015). Strategic sourcing with multi-stakeholders through value co-creation: An evidence from global health care company. International Journal of Production Economics, 166(5), 248\u2013257.","journal-title":"International Journal of Production Economics"},{"issue":"6","key":"4596_CR76","doi-asserted-by":"publisher","first-page":"610","DOI":"10.1504\/IJPM.2011.043002","volume":"4","author":"AB Oumlil","year":"2011","unstructured":"Oumlil, A. B., & Williams, A. J. (2011). Strategic alliances and organisational buying: An empirical study of the healthcare industry. International Journal of Procurement Management, 4(6), 610\u2013626.","journal-title":"International Journal of Procurement Management"},{"key":"4596_CR77","doi-asserted-by":"crossref","unstructured":"Pamucar, D., Torkayesh, A. E., & Biswas, S. (2022). Supplier selection in healthcare supply chain management during the COVID-19 pandemic: A novel fuzzy rough decision-making approach. Annals of Operations Research, 1\u201343.","DOI":"10.1007\/s10479-022-04529-2"},{"key":"4596_CR78","doi-asserted-by":"crossref","unstructured":"Pan, X., Geng, N., Xie, X., & Wen, J. (2019). Managing appointments with waiting time targets and random walk-ins. Omega, 95, 102062.","DOI":"10.1016\/j.omega.2019.04.005"},{"issue":"1","key":"4596_CR79","doi-asserted-by":"publisher","first-page":"246","DOI":"10.1016\/j.ejor.2021.02.055","volume":"295","author":"X Pan","year":"2021","unstructured":"Pan, X., Geng, Na., & Xie, X. (2021). Appointment scheduling and real-time sequencing strategies for patient unpunctuality. European Journal of Operational Research, 295(1), 246\u2013260.","journal-title":"European Journal of Operational Research"},{"key":"4596_CR80","doi-asserted-by":"crossref","unstructured":"Pang, B., & Lee, L. (2008). Opinion mining and sentiment analysis. Foundations and Trends\u00ae in Information Retrieval, 2(1\u20132), 1\u2013135.","DOI":"10.1561\/1500000011"},{"issue":"1","key":"4596_CR81","doi-asserted-by":"publisher","first-page":"174","DOI":"10.1108\/IJLM-12-2017-0338","volume":"3","author":"T Pohjosenper\u00e4","year":"2019","unstructured":"Pohjosenper\u00e4, T., Kekkonen, P., Pekkarinen, S., & Juga, J. (2019). Service modularity in managing healthcare logistics. The International Journal of Logistics Management, 3(1), 174\u2013191.","journal-title":"The International Journal of Logistics Management"},{"issue":"21","key":"4596_CR82","doi-asserted-by":"publisher","first-page":"6774","DOI":"10.1080\/00207543.2017.1414329","volume":"56","author":"S Prasad","year":"2018","unstructured":"Prasad, S., Sundarraj, R., Tata, J., & Altay, N. (2018). Action-research-based optimisation model for health care behaviour change in rural India. International Journal of Production Research, 56(21), 6774\u20136792.","journal-title":"International Journal of Production Research"},{"issue":"24","key":"4596_CR83","doi-asserted-by":"publisher","first-page":"7517","DOI":"10.1080\/00207543.2015.1087655","volume":"53","author":"M Priya","year":"2015","unstructured":"Priya, M., & Ranjith Kumar, P. (2015). A novel intelligent approach for predicting atherosclerotic individuals from big data for healthcare. International Journal of Production Research, 53(24), 7517\u20137532.","journal-title":"International Journal of Production Research"},{"issue":"3","key":"4596_CR84","doi-asserted-by":"publisher","first-page":"854","DOI":"10.1016\/j.ejor.2019.06.036","volume":"279","author":"H Rahimian","year":"2019","unstructured":"Rahimian, H., Bayraksan, G., & Homem-de-Mello, T. (2019). Controlling risk and demand ambiguity in newsvendor models. European Journal of Operational Research, 279(3), 854\u2013868.","journal-title":"European Journal of Operational Research"},{"issue":"5","key":"4596_CR85","first-page":"282","volume":"7","author":"N Rezali","year":"2018","unstructured":"Rezali, N., Ali, M. H., & Idris, F. (2018). Empowering green healthcare supply chain management practices challenges and future research. International Journal of Supply Chain Management, 7(5), 282\u2013289.","journal-title":"International Journal of Supply Chain Management"},{"key":"4596_CR151","doi-asserted-by":"crossref","unstructured":"Roberts, M. E., Stewart, B. M., Tingley, D., Lucas, C., Leder-Luis, J., Gadarian, S. K., et al. (2014). Structural topic models for open-ended survey responses. American Journal of Political Science, 58(4), 1064\u20131082.","DOI":"10.1111\/ajps.12103"},{"issue":"2","key":"4596_CR86","doi-asserted-by":"publisher","first-page":"269","DOI":"10.1111\/j.1540-5915.2009.00228.x","volume":"40","author":"AD Ross","year":"2009","unstructured":"Ross, A. D., & Jayaraman, V. (2009). Strategic purchases of bundled products in a health care supply chain environment. Decision Sciences, 40(2), 269\u2013293.","journal-title":"Decision Sciences"},{"issue":"1","key":"4596_CR87","doi-asserted-by":"publisher","first-page":"34","DOI":"10.1108\/IJOPM-02-2018-0057","volume":"40","author":"I Rubbio","year":"2019","unstructured":"Rubbio, I., Bruccoleri, M., Pietrosi, A., & Ragonese, B. (2019). Digital health technology enhances resilient behaviour: Evidence from the ward. International Journal of Operations & Production Management, 40(1), 34\u201367.","journal-title":"International Journal of Operations & Production Management"},{"issue":"1","key":"4596_CR88","doi-asserted-by":"publisher","first-page":"107","DOI":"10.1016\/j.ejor.2015.11.017","volume":"251","author":"S Saedi","year":"2016","unstructured":"Saedi, S., Erhun Kundakcioglu, O., & Henry, A. C. (2016). Mitigating the impact of drug shortages for a healthcare facility: An inventory management approach. European Journal of Operational Research, 251(1), 107\u2013123.","journal-title":"European Journal of Operational Research"},{"key":"4596_CR89","doi-asserted-by":"publisher","DOI":"10.1016\/j.ijpe.2021.108074","volume":"236","author":"M Salarpour","year":"2021","unstructured":"Salarpour, M., & Nagurney, A. (2021). A multicountry, multicommodity stochastic game theory network model of competition for medical supplies inspired by the Covid-19 pandemic. International Journal of Production Economics, 236, 108074. https:\/\/doi.org\/10.1016\/j.ijpe.2021.108074","journal-title":"International Journal of Production Economics"},{"issue":"3","key":"4596_CR90","doi-asserted-by":"publisher","first-page":"721","DOI":"10.1016\/j.ejor.2019.06.023","volume":"279","author":"KS Shehadeh","year":"2019","unstructured":"Shehadeh, K. S., Cohn, A. E. M., & Epelman, M. A. (2019). Analysis of models for the Stochastic Outpatient Procedure Scheduling Problem. European Journal of Operational Research, 279(3), 721\u2013731.","journal-title":"European Journal of Operational Research"},{"issue":"3","key":"4596_CR91","doi-asserted-by":"publisher","first-page":"37","DOI":"10.21105\/joss.00037","volume":"1","author":"J Silge","year":"2016","unstructured":"Silge, J., & Robinson, D. (2016). tidytext: Text mining and analysis using tidy data principles in R. Journal of Open Source Software, 1(3), 37\u201345.","journal-title":"Journal of Open Source Software"},{"key":"4596_CR92","unstructured":"Stevens, K., Kegelmeyer, P., Andrzejewski, D., & Buttler, D. (2012). Exploring topic coherence over many models and many topics. Paper presented at the proceedings of the 2012 joint conference on empirical methods in natural language processing and computational natural language learning."},{"issue":"3","key":"4596_CR93","doi-asserted-by":"publisher","first-page":"454","DOI":"10.1111\/deci.12229","volume":"48","author":"HK Sul","year":"2017","unstructured":"Sul, H. K., Dennis, A. R., & Yuan, L. (2017). Trading on twitter: Using social media sentiment to predict stock returns. Decision Sciences, 48(3), 454\u2013488.","journal-title":"Decision Sciences"},{"issue":"2","key":"4596_CR94","doi-asserted-by":"publisher","first-page":"177","DOI":"10.1016\/j.ijinfomgt.2013.12.011","volume":"34","author":"N Sultan","year":"2014","unstructured":"Sultan, N. (2014). Making use of cloud computing for healthcare provision: Opportunities and challenges. International Journal of Information Management, 34(2), 177\u2013184.","journal-title":"International Journal of Information Management"},{"key":"4596_CR95","unstructured":"Tanwar, T., Kumar, U. D., & Mustafee, N. (2019). Optimal package pricing in healthcare services. Journal of the Operational Research Society, published online, 1\u201313."},{"key":"4596_CR96","doi-asserted-by":"publisher","DOI":"10.1007\/s10479-021-04130-z","author":"M Tavana","year":"2021","unstructured":"Tavana, M., Govindan, K., Nasr, A. K., Heidary, M. S., & Mina, H. (2021). A mathematical programming approach for equitable COVID-19 vaccine distribution in developing countries. Annals of Operations Research. https:\/\/doi.org\/10.1007\/s10479-021-04130-z","journal-title":"Annals of Operations Research"},{"key":"4596_CR97","doi-asserted-by":"publisher","DOI":"10.1016\/j.jclepro.2020.125562","volume":"287","author":"V Thakur","year":"2021","unstructured":"Thakur, V. (2021). Framework for PESTEL dimensions of sustainable healthcare waste management: Learnings from COVID-19 outbreak. Journal of Cleaner Production, 287, 125562. https:\/\/doi.org\/10.1016\/j.jclepro.2020.125562","journal-title":"Journal of Cleaner Production"},{"issue":"3","key":"4596_CR98","doi-asserted-by":"publisher","first-page":"1062","DOI":"10.1016\/j.ejor.2017.07.062","volume":"268","author":"A Thorsen","year":"2018","unstructured":"Thorsen, A., & McGarvey, R. G. (2018). Efficient frontiers in a frontier state: Viability of mobile dentistry services in rural areas. European Journal of Operational Research, 268(3), 1062\u20131076.","journal-title":"European Journal of Operational Research"},{"issue":"4","key":"4596_CR99","doi-asserted-by":"publisher","first-page":"463","DOI":"10.1509\/jmr.12.0106","volume":"51","author":"S Tirunillai","year":"2014","unstructured":"Tirunillai, S., & Tellis, G. J. (2014). Mining marketing meaning from online chatter: Strategic brand analysis of big data using latent dirichlet allocation. Journal of Marketing Research, 51(4), 463\u2013479.","journal-title":"Journal of Marketing Research"},{"issue":"1\u20132","key":"4596_CR100","doi-asserted-by":"publisher","first-page":"479","DOI":"10.1007\/s10479-017-2489-0","volume":"263","author":"K Topuz","year":"2018","unstructured":"Topuz, K., Uner, H., Oztekin, A., & Yildirim, M. B. (2018). Predicting pediatric clinic no-shows: A decision analytic framework using elastic net and Bayesian belief network. Annals of Operations Research, 263(1\u20132), 479\u2013499.","journal-title":"Annals of Operations Research"},{"issue":"4","key":"4596_CR101","doi-asserted-by":"publisher","first-page":"373","DOI":"10.1007\/s10729-007-9035-6","volume":"10","author":"PT VanBerkel","year":"2007","unstructured":"VanBerkel, P. T., & Blake, J. T. (2007). A comprehensive simulation for wait time reduction and capacity planning applied in general surgery. Health Care Management Science, 10(4), 373\u2013385.","journal-title":"Health Care Management Science"},{"issue":"3","key":"4596_CR102","doi-asserted-by":"publisher","first-page":"207","DOI":"10.1287\/serv.1120.0019","volume":"4","author":"SL Vargo","year":"2012","unstructured":"Vargo, S. L., & Akaka, M. A. (2012). Value cocreation and service systems (re) formation: A service ecosystems view. Service Science, 4(3), 207\u2013217.","journal-title":"Service Science"},{"key":"4596_CR103","doi-asserted-by":"crossref","unstructured":"Viegas, C. V., Bond, A., Vaz, C. R., & Bertolo, R. J. (2019). Reverse flows within the pharmaceutical supply chain: A classificatory review from the perspective of end-of-use and end-of-life medicines. Journal of Cleaner Production, published online, 117719.","DOI":"10.1016\/j.jclepro.2019.117719"},{"issue":"3","key":"4596_CR104","doi-asserted-by":"publisher","first-page":"1290","DOI":"10.1016\/j.ejor.2006.04.034","volume":"180","author":"JM Vissers","year":"2007","unstructured":"Vissers, J. M., Adan, I. J., & Dellaert, N. P. (2007). Developing a platform for comparison of hospital admission systems: An illustration. European Journal of Operational Research, 180(3), 1290\u20131301.","journal-title":"European Journal of Operational Research"},{"issue":"3","key":"4596_CR105","first-page":"82","volume":"69","author":"J Volland","year":"2017","unstructured":"Volland, J., F\u00fcgener, A., Schoenfelder, J., & Brunner, J. O. (2017). Material logistics in hospitals: A literature review. Omega (united Kingdom), 69(3), 82\u2013101.","journal-title":"Omega (united Kingdom)"},{"issue":"1","key":"4596_CR106","doi-asserted-by":"publisher","first-page":"98","DOI":"10.1016\/j.joi.2013.10.010","volume":"8","author":"E Yan","year":"2014","unstructured":"Yan, E. (2014). Research dynamics: Measuring the continuity and popularity of research topics. Journal of Informetrics, 8(1), 98\u2013110.","journal-title":"Journal of Informetrics"},{"issue":"1","key":"4596_CR107","doi-asserted-by":"publisher","first-page":"537","DOI":"10.1007\/s10479-019-03260-9","volume":"287","author":"ZB Zabinsky","year":"2020","unstructured":"Zabinsky, Z. B., Dulyakupt, P., Zangeneh-Khamooshi, S., Xiao, C., Zhang, P., Kiatsupaibul, S., & Heim, J. A. (2020). Optimal collection of medical specimens and delivery to central laboratory. Annals of Operations Research, 287(1), 537\u2013564.","journal-title":"Annals of Operations Research"},{"key":"4596_CR108","doi-asserted-by":"publisher","DOI":"10.1007\/s10479-020-03677-7","author":"S Zandkarimkhani","year":"2020","unstructured":"Zandkarimkhani, S., Mina, H., Biuki, M., & Govindan, K. (2020). A chance constrained fuzzy goal programming approach for perishable pharmaceutical supply chain network design. Annals of Operations Research. https:\/\/doi.org\/10.1007\/s10479-020-03677-7","journal-title":"Annals of Operations Research"},{"key":"4596_CR109","doi-asserted-by":"crossref","unstructured":"Zhang, Y., Wang, Y., Tang, J., & Lim, A. (2020). Mitigating overtime risk in tactical surgical scheduling. Omega, 93, online 102024.","DOI":"10.1016\/j.omega.2019.01.002"},{"key":"4596_CR110","volume-title":"Aspect and entity extraction from opinion documents","author":"L Zhang","year":"2012","unstructured":"Zhang, L. (2012). Aspect and entity extraction from opinion documents. Springer."}],"container-title":["Annals of Operations Research"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s10479-022-04596-5.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/article\/10.1007\/s10479-022-04596-5\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s10479-022-04596-5.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,4,9]],"date-time":"2025-04-09T07:52:58Z","timestamp":1744185178000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/s10479-022-04596-5"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022,3,31]]},"references-count":112,"journal-issue":{"issue":"1","published-print":{"date-parts":[[2022,8]]}},"alternative-id":["4596"],"URL":"https:\/\/doi.org\/10.1007\/s10479-022-04596-5","relation":{},"ISSN":["0254-5330","1572-9338"],"issn-type":[{"value":"0254-5330","type":"print"},{"value":"1572-9338","type":"electronic"}],"subject":[],"published":{"date-parts":[[2022,3,31]]},"assertion":[{"value":"14 February 2022","order":1,"name":"accepted","label":"Accepted","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"31 March 2022","order":2,"name":"first_online","label":"First Online","group":{"name":"ArticleHistory","label":"Article History"}}]}}