{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,1,31]],"date-time":"2026-01-31T23:04:27Z","timestamp":1769900667714,"version":"3.49.0"},"reference-count":13,"publisher":"Wiley","issue":"1","license":[{"start":{"date-parts":[[2025,11,25]],"date-time":"2025-11-25T00:00:00Z","timestamp":1764028800000},"content-version":"vor","delay-in-days":0,"URL":"http:\/\/onlinelibrary.wiley.com\/termsAndConditions#vor"},{"start":{"date-parts":[[2025,11,25]],"date-time":"2025-11-25T00:00:00Z","timestamp":1764028800000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/doi.wiley.com\/10.1002\/tdm_license_1.1"}],"content-domain":{"domain":["onlinelibrary.wiley.com"],"crossmark-restriction":true},"short-container-title":["Internet Technology Letters"],"published-print":{"date-parts":[[2026,1]]},"abstract":"<jats:title>ABSTRACT<\/jats:title>\n                  <jats:p>With the rise of the Industrial Internet of Things (IIoT), achieving effective multilingual human\u2010machine collaboration has become a significant challenge in smart factory environments. This paper introduces xTUNE, a consistency\u2010regularized neural machine translation (NMT) model, and presents a comprehensive multilingual translation system that incorporates data cleaning, augmentation, and embedding construction. xTUNE employs a two\u2010phase fine\u2010tuning mechanism to significantly improve cross\u2010lingual transferability and generalization. Experimental results show that the multi\u2010pivot strategy improves BLEU scores by 3.8 percentage points over the English\u2010pivot baseline and enhances POS and QA task performance by up to 2.6 percentage points. Furthermore, a cross\u2010domain wireless sensing model based on adversarial transfer learning is developed to enable multilingual adaptation under low\u2010resource scenarios, and is integrated into a ROS\u2010based human\u2013computer interaction (HCI) framework.<\/jats:p>","DOI":"10.1002\/itl2.70178","type":"journal-article","created":{"date-parts":[[2025,11,25]],"date-time":"2025-11-25T17:24:55Z","timestamp":1764091495000},"update-policy":"https:\/\/doi.org\/10.1002\/crossmark_policy","source":"Crossref","is-referenced-by-count":0,"title":["Neural Machine Translation for Multilingual Human\u2013Machine Collaboration in Smart Factories Supporting the\n                    <scp>IIoT<\/scp>"],"prefix":"10.1002","volume":"9","author":[{"ORCID":"https:\/\/orcid.org\/0009-0000-8285-5632","authenticated-orcid":false,"given":"Jiang","family":"Huarui","sequence":"first","affiliation":[{"name":"Huaqing College Xi'an University of Architecture and Technology  Xi'an Shaanxi China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Hua","family":"Shuai","sequence":"additional","affiliation":[{"name":"Xi'an iSoftStone Power Network Technology Co. Ltd.  Xi'an Shaanxi China"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"311","published-online":{"date-parts":[[2025,11,25]]},"reference":[{"key":"e_1_2_6_2_1","doi-asserted-by":"publisher","DOI":"10.1109\/ISMAR-Adjunct64951.2024.00154"},{"key":"e_1_2_6_3_1","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2015.2389854"},{"key":"e_1_2_6_4_1","doi-asserted-by":"publisher","DOI":"10.1155\/2021\/6795440"},{"key":"e_1_2_6_5_1","doi-asserted-by":"publisher","DOI":"10.1109\/TII.2018.2825225"},{"key":"e_1_2_6_6_1","first-page":"1","volume-title":"XXVI International Society for Professional Innovation Management (ISPIM) Conference\u00a0\u2013\u00a0Shaping the Frontiers of Innovation Management in Budapest","author":"Hartmann M.","year":"2015"},{"key":"e_1_2_6_7_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-52624-5"},{"issue":"4","key":"e_1_2_6_8_1","first-page":"69","article-title":"Digital Twin\u2010Enabled Industrial Internet of Things, Computer Vision and Spatio\u2010Temporal Fusion Algorithms, and Tactile Sensing and Behavior Modeling Technologies in Photo\u2010Realistic Simulation Environments and Across the Interconnected Metaverse","volume":"10","author":"Gajdosikova D.","year":"2022","journal-title":"Journal of Self\u2010Governance and Management Economics"},{"key":"e_1_2_6_9_1","doi-asserted-by":"publisher","DOI":"10.3115\/v1\/W14-3302"},{"issue":"5","key":"e_1_2_6_10_1","first-page":"91","article-title":"Typographic Error Identification and Correction in Chatbot Using n\u2010Gram Overlapping Approach","volume":"12","author":"Anbananthen K. S. M.","year":"2022","journal-title":"Journal of System and Management Sciences"},{"key":"e_1_2_6_11_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.future.2018.12.012"},{"key":"e_1_2_6_12_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICACITE53722.2022.9823698"},{"key":"e_1_2_6_13_1","doi-asserted-by":"publisher","DOI":"10.4324\/9781003440994-13"},{"key":"e_1_2_6_14_1","doi-asserted-by":"publisher","DOI":"10.1109\/TII.2022.3152814"}],"container-title":["Internet Technology Letters"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/onlinelibrary.wiley.com\/doi\/pdf\/10.1002\/itl2.70178","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/onlinelibrary.wiley.com\/doi\/full-xml\/10.1002\/itl2.70178","content-type":"application\/xml","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/onlinelibrary.wiley.com\/doi\/pdf\/10.1002\/itl2.70178","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,1,23]],"date-time":"2026-01-23T03:42:23Z","timestamp":1769139743000},"score":1,"resource":{"primary":{"URL":"https:\/\/onlinelibrary.wiley.com\/doi\/10.1002\/itl2.70178"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,11,25]]},"references-count":13,"journal-issue":{"issue":"1","published-print":{"date-parts":[[2026,1]]}},"alternative-id":["10.1002\/itl2.70178"],"URL":"https:\/\/doi.org\/10.1002\/itl2.70178","archive":["Portico"],"relation":{},"ISSN":["2476-1508","2476-1508"],"issn-type":[{"value":"2476-1508","type":"print"},{"value":"2476-1508","type":"electronic"}],"subject":[],"published":{"date-parts":[[2025,11,25]]},"assertion":[{"value":"2025-07-14","order":0,"name":"received","label":"Received","group":{"name":"publication_history","label":"Publication History"}},{"value":"2025-10-22","order":2,"name":"accepted","label":"Accepted","group":{"name":"publication_history","label":"Publication History"}},{"value":"2025-11-25","order":3,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}],"article-number":"e70178"}}