{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,7,12]],"date-time":"2026-07-12T04:04:01Z","timestamp":1783829041031,"version":"3.55.0"},"reference-count":44,"publisher":"Informa UK Limited","issue":"13","content-domain":{"domain":["www.tandfonline.com"],"crossmark-restriction":true},"short-container-title":["International Journal of Production Research"],"published-print":{"date-parts":[[2023,7,3]]},"DOI":"10.1080\/00207543.2022.2148769","type":"journal-article","created":{"date-parts":[[2022,11,25]],"date-time":"2022-11-25T11:39:25Z","timestamp":1669376365000},"page":"4437-4449","update-policy":"https:\/\/doi.org\/10.1080\/tandf_crossmark_01","source":"Crossref","is-referenced-by-count":7,"title":["An integrated spatial-temporal neural network for proactive throughput bottleneck prediction in high-variety shops with complex job routings"],"prefix":"10.1080","volume":"61","author":[{"given":"Lin","family":"Ma","sequence":"first","affiliation":[{"name":"School of Management, Jinan University (Guangzhou), Guangzhou, People\u2019s Republic of China"},{"name":"GBA and B&R International Joint Research Center for Smart Logistics, Jinan University (Zhuhai), Zhuhai, People's Republic of China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Ting","family":"Qu","sequence":"additional","affiliation":[{"name":"School of Intelligent Systems Science and Engineering, Jinan University (Zhuhai), Zhuhai, People\u2019s Republic of China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Matthias","family":"Th\u00fcrer","sequence":"additional","affiliation":[{"name":"School of Intelligent Systems Science and Engineering, Jinan University (Zhuhai), Zhuhai, People\u2019s Republic of China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Zaoqi","family":"Wang","sequence":"additional","affiliation":[{"name":"College of Information Science and Technology, Jinan University (Guangzhou), Guangzhou, People\u2019s Republic of China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Mingze","family":"Yuan","sequence":"additional","affiliation":[{"name":"School of Management, Jinan University (Guangzhou), Guangzhou, People\u2019s Republic of China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Lei","family":"Liu","sequence":"additional","affiliation":[{"name":"School of Management, Jinan University (Guangzhou), Guangzhou, People\u2019s Republic of China"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"301","published-online":{"date-parts":[[2022,11,25]]},"reference":[{"key":"CIT0001","doi-asserted-by":"publisher","DOI":"10.1080\/00207543.2011.596847"},{"key":"CIT0002","doi-asserted-by":"publisher","DOI":"10.1016\/S1004-9541(12)60590-4"},{"key":"CIT0003","doi-asserted-by":"publisher","DOI":"10.1016\/j.cie.2019.106246"},{"key":"CIT0004","first-page":"115","volume":"3","author":"Gers F. A.","year":"2002","journal-title":"Journal of Machine Learning Research"},{"key":"CIT0005","volume-title":"The Goal: Excellence in Manufacturing","author":"Goldratt E. M.","year":"1984"},{"key":"CIT0006","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-24797-2_4"},{"key":"CIT0007","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP.2013.6638947"},{"key":"CIT0008","doi-asserted-by":"publisher","DOI":"10.1162\/neco.1997.9.8.1735"},{"key":"CIT0009","volume-title":"Factory Physics","author":"Hopp W. J.","year":"2011"},{"key":"CIT0010","doi-asserted-by":"publisher","DOI":"10.1080\/0951192X.2019.1571241"},{"key":"CIT0011","unstructured":"Johannesson, A., and P. Shams. 2018. Data-Driven and Variant-Based Throughput and Bottleneck Prediction Using Ensembled Machine Learning Algorithms (Master's thesis)."},{"key":"CIT0012","unstructured":"Karevan, Z., and J. A. Suykens. 2018. Spatio-temporal stacked LSTM for temperature prediction in weather forecasting. arXiv:1811.06341."},{"issue":"7","key":"CIT0013","first-page":"2341","volume":"18","author":"Kong D.","year":"2018","journal-title":"IJCAI"},{"key":"CIT0014","doi-asserted-by":"publisher","DOI":"10.1155\/S1024123X96000348"},{"key":"CIT0015","doi-asserted-by":"publisher","DOI":"10.1115\/MSEC2018-6678"},{"key":"CIT0016","doi-asserted-by":"publisher","DOI":"10.1016\/j.ijpe.2005.03.001"},{"key":"CIT0017","volume-title":"Simulation Modeling and Analysis (Vol. 3)","author":"Law A. M.","year":"2000"},{"key":"CIT0018","doi-asserted-by":"publisher","DOI":"10.1109\/WSC.1991.185587"},{"key":"CIT0019","doi-asserted-by":"publisher","DOI":"10.1111\/j.1937-5956.1994.tb00107.x"},{"key":"CIT0020","doi-asserted-by":"publisher","DOI":"10.1080\/00207540802427894"},{"key":"CIT0021","doi-asserted-by":"publisher","DOI":"10.1115\/1.4003786"},{"key":"CIT0021a","doi-asserted-by":"crossref","unstructured":"Li, R., Y. Hu, and Q. Liang. 2020. \u201cT2F-LSTM Method for Long-Term Traffic Volume Prediction.\u201d IEEE Transactions on Fuzzy Systems 28 (12): 3256\u20133264.","DOI":"10.1109\/TFUZZ.2020.2986995"},{"issue":"1","key":"CIT0022","first-page":"1","volume":"8","author":"Roser C.","year":"2018","journal-title":"Logistics Research"},{"key":"CIT0023","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-66926-7_43"},{"key":"CIT0024","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-22759-7_32"},{"key":"CIT0025","doi-asserted-by":"publisher","DOI":"10.1109\/WSC.2001.977398"},{"key":"CIT0026","doi-asserted-by":"publisher","DOI":"10.1109\/WSC.2002.1166360"},{"key":"CIT0027","doi-asserted-by":"publisher","DOI":"10.1109\/WSC.2003.1261549"},{"key":"CIT0028","doi-asserted-by":"publisher","DOI":"10.1016\/j.scitotenv.2020.143513"},{"key":"CIT0029","doi-asserted-by":"publisher","DOI":"10.1109\/ICMLA.2018.00227"},{"key":"CIT0030","doi-asserted-by":"publisher","DOI":"10.1016\/j.jmsy.2021.07.021"},{"key":"CIT0031","doi-asserted-by":"publisher","DOI":"10.1080\/23311916.2016.1239516"},{"key":"CIT0032","doi-asserted-by":"publisher","DOI":"10.1016\/j.cie.2018.04.024"},{"key":"CIT0033","doi-asserted-by":"publisher","DOI":"10.1080\/00207543.2020.1735667"},{"key":"CIT0034","first-page":"1","author":"Th\u00fcrer M.","year":"2022","journal-title":"Production Planning & Control"},{"key":"CIT0035","doi-asserted-by":"publisher","DOI":"10.1080\/09537287.2017.1362486"},{"key":"CIT0036","doi-asserted-by":"publisher","DOI":"10.1080\/00207541003604836"},{"key":"CIT0037","doi-asserted-by":"publisher","DOI":"10.1080\/00207543.2018.1497313"},{"key":"CIT0038","doi-asserted-by":"publisher","DOI":"10.1016\/j.trc.2019.02.002"},{"key":"CIT0039","doi-asserted-by":"publisher","DOI":"10.1016\/j.rcim.2018.03.005"},{"key":"CIT0040","doi-asserted-by":"publisher","DOI":"10.1007\/s11740-016-0672-9"},{"key":"CIT0041","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2019.2932984"},{"key":"CIT0042","doi-asserted-by":"publisher","DOI":"10.1016\/j.ijpe.2020.107920"},{"key":"CIT0043","doi-asserted-by":"publisher","DOI":"10.1080\/00207543.2015.1126681"}],"container-title":["International Journal of Production Research"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/www.tandfonline.com\/doi\/pdf\/10.1080\/00207543.2022.2148769","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,6,5]],"date-time":"2023-06-05T08:08:17Z","timestamp":1685952497000},"score":1,"resource":{"primary":{"URL":"https:\/\/www.tandfonline.com\/doi\/full\/10.1080\/00207543.2022.2148769"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022,11,25]]},"references-count":44,"journal-issue":{"issue":"13","published-print":{"date-parts":[[2023,7,3]]}},"alternative-id":["10.1080\/00207543.2022.2148769"],"URL":"https:\/\/doi.org\/10.1080\/00207543.2022.2148769","relation":{},"ISSN":["0020-7543","1366-588X"],"issn-type":[{"value":"0020-7543","type":"print"},{"value":"1366-588X","type":"electronic"}],"subject":[],"published":{"date-parts":[[2022,11,25]]},"assertion":[{"value":"The publishing and review policy for this title is described in its Aims & Scope.","order":1,"name":"peerreview_statement","label":"Peer Review Statement"},{"value":"http:\/\/www.tandfonline.com\/action\/journalInformation?show=aimsScope&journalCode=tprs20","URL":"http:\/\/www.tandfonline.com\/action\/journalInformation?show=aimsScope&journalCode=tprs20","order":2,"name":"aims_and_scope_url","label":"Aim & Scope"},{"value":"2022-05-31","order":0,"name":"received","label":"Received","group":{"name":"publication_history","label":"Publication History"}},{"value":"2022-11-05","order":2,"name":"accepted","label":"Accepted","group":{"name":"publication_history","label":"Publication History"}},{"value":"2022-11-25","order":3,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}