{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,3,25]],"date-time":"2025-03-25T14:31:45Z","timestamp":1742913105858,"version":"3.40.3"},"publisher-location":"Cham","reference-count":37,"publisher":"Springer Nature Switzerland","isbn-type":[{"type":"print","value":"9783031477140"},{"type":"electronic","value":"9783031477157"}],"license":[{"start":{"date-parts":[[2024,1,1]],"date-time":"2024-01-01T00:00:00Z","timestamp":1704067200000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2024,1,1]],"date-time":"2024-01-01T00:00:00Z","timestamp":1704067200000},"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":[],"published-print":{"date-parts":[[2024]]},"DOI":"10.1007\/978-3-031-47715-7_52","type":"book-chapter","created":{"date-parts":[[2024,1,29]],"date-time":"2024-01-29T20:02:44Z","timestamp":1706558564000},"page":"782-791","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":0,"title":["Part-of-Speech Tagging Accuracy for Manufacturing Process Documents and Knowledge"],"prefix":"10.1007","author":[{"given":"Fatemeh Besharati","family":"Moghaddam","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Angel J.","family":"Lopez","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Stijn","family":"De Vuyst","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Sidharta","family":"Gautama","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2024,1,30]]},"reference":[{"key":"52_CR1","first-page":"741","volume":"12","author":"KK Akhil","year":"2020","unstructured":"Akhil, K.K., Rajimol, R., Anoop, V.S.: Parts-of-speech tagging for Malayalam using deep learning techniques. Int. J. Inf. Technol. 12, 741\u2013748 (2020)","journal-title":"Int. J. Inf. Technol."},{"key":"52_CR2","doi-asserted-by":"crossref","unstructured":"Al Omran, F.N.A., Treude, C.: Choosing an nlp library for analyzing software documentation: a systematic literature review and a series of experiments. In: 2017 IEEE\/ACM 14th International Conference on Mining Software Repositories (MSR), pp. 187\u2013197. IEEE (2017)","DOI":"10.1109\/MSR.2017.42"},{"key":"52_CR3","unstructured":"Anastasyev, D., Gusev, I., Indenbom., E.: Improving part-of-speech tagging via multi-task learning and character-level word representations (2018). arXiv:1807.00818"},{"issue":"5","key":"52_CR4","doi-asserted-by":"publisher","first-page":"200","DOI":"10.3390\/info12050200","volume":"12","author":"A Arbaaeen","year":"2021","unstructured":"Arbaaeen, A., Shah, A.: Ontology-based approach to semantically enhanced question answering for closed domain: a review. Information 12(5), 200 (2021)","journal-title":"Information"},{"issue":"1","key":"52_CR5","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1186\/s40537-022-00561-y","volume":"9","author":"A Chiche","year":"2022","unstructured":"Chiche, A., Yitagesu, B.: Part of speech tagging: a systematic review of deep learning and machine learning approaches. J. Big Data 9(1), 1\u201325 (2022)","journal-title":"J. Big Data"},{"key":"52_CR6","unstructured":"Chungku, C., Rabgay, J., Faa\u00df, G.: Building nlp resources for dzongkha: a tagset and a tagged corpus. In: Proceedings of the Eighth Workshop on Asian Language Resources, pp. 103\u2013110 (2010)"},{"key":"52_CR7","doi-asserted-by":"crossref","unstructured":"Cing, D.L., Soe, K.M.: Improving accuracy of part-of-speech (pos) tagging using hidden markov model and morphological analysis for Myanmar language. Int. J. Electric. Comput. Eng. 10(2), 2023 (2020)","DOI":"10.11591\/ijece.v10i2.pp2023-2030"},{"key":"52_CR8","doi-asserted-by":"crossref","unstructured":"Das, B.R., Sahoo, S., Panda, C.S., Patnaik, S.: Part of speech tagging in odia using support vector machine. Proc. Comput. Sci. 48, 507\u2013512 (2015)","DOI":"10.1016\/j.procs.2015.04.127"},{"key":"52_CR9","unstructured":"AI Explosion. spacy-industrial-strength natural language processing in python (2017). https:\/\/spacy.io"},{"key":"52_CR10","unstructured":"Gorecky, D., Campos, R., Chakravarthy, H., Dabelow, R., Schlick, J., Z\u00fchlke, D.: Mastering mass customization-a concept for advanced, human-centered assembly. Acad. J. Manuf. Eng. 11(2) (2013)"},{"key":"52_CR11","doi-asserted-by":"crossref","unstructured":"Kumar, S., Anand Kumar, M., Soman, K.P.: Deep learning based part-of-speech tagging for Malayalam twitter data (special issue: deep learning techniques for natural language processing). J. Intell. Syst. 28(3), 423\u2013435 (2019)","DOI":"10.1515\/jisys-2017-0520"},{"key":"52_CR12","doi-asserted-by":"crossref","unstructured":"Kumawat, D., Jain, V.: Pos tagging approaches: a comparison. Int. J. Comput. Appl. 118(6) (2015)","DOI":"10.5120\/20752-3148"},{"key":"52_CR13","doi-asserted-by":"crossref","unstructured":"Loper, E., Bird, S.: Nltk: the natural language toolkit (2002). cs\/0205028","DOI":"10.3115\/1118108.1118117"},{"key":"52_CR14","doi-asserted-by":"publisher","first-page":"647","DOI":"10.1007\/s10772-016-9356-2","volume":"19","author":"C Lv","year":"2016","unstructured":"Lv, C., Liu, H., Dong, Y., Chen, Y.: Corpus based part-of-speech tagging. Int. J. Speech Technol. 19, 647\u2013654 (2016)","journal-title":"Int. J. Speech Technol."},{"key":"52_CR15","doi-asserted-by":"crossref","unstructured":"Magerkurth, C., Engelke, T., R\u00f6cker, C.: The smart dice cup: a radio controlled sentient interaction device. In: Entertainment Computing-ICEC 2006: 5th International Conference, Cambridge, UK, Sept 20\u201322, 2006. Proceedings, vol. 5, pp. 211\u2013216. Springer (2006)","DOI":"10.1007\/11872320_25"},{"key":"52_CR16","unstructured":"Manning, C.D., Surdeanu, M., Bauer, J., Finkel, J., Bethard, S.J., McClosky, D.: Stanford corenlp a suite of core nlp tools (2014)"},{"key":"52_CR17","unstructured":"Manning, C., Schutze, H.: Foundations of Statistical Natural Language Processing. MIT Press (1999)"},{"key":"52_CR18","doi-asserted-by":"crossref","unstructured":"Mishra, A., Jain, S.K.: A survey on question answering systems with classification. J. King Saud Univ. Comput. Inf. Sci. 28(3), 345\u2013361 (2016)","DOI":"10.1016\/j.jksuci.2014.10.007"},{"issue":"3","key":"52_CR19","first-page":"717","volume":"12","author":"S Mohammed","year":"2020","unstructured":"Mohammed, S.: Using machine learning to build pos tagger for under-resourced language: the case of somali. Int. J. Inf. Technol. 12(3), 717\u2013729 (2020)","journal-title":"Int. J. Inf. Technol."},{"issue":"12","key":"52_CR20","doi-asserted-by":"publisher","first-page":"5456","DOI":"10.3390\/app11125456","volume":"11","author":"E Mutabazi","year":"2021","unstructured":"Mutabazi, E., Ni, J., Tang, G., Cao, W.: A review on medical textual question answering systems based on deep learning approaches. Appl. Sci. 11(12), 5456 (2021)","journal-title":"Appl. Sci."},{"issue":"1","key":"52_CR21","first-page":"26","volume":"18","author":"D-M Park","year":"2022","unstructured":"Park, D.-M., Jeong, S.-S., Seo, Y.-S.: Systematic review on chatbot techniques and applications. J. Inf. Process. Syst. 18(1), 26\u201347 (2022)","journal-title":"J. Inf. Process. Syst."},{"key":"52_CR22","doi-asserted-by":"crossref","unstructured":"Patoary, A.H., Kibria, M.J.B., Kaium, A.: Implementation of automated bengali parts of speech tagger: an approach using deep learning algorithm. In: 2020 IEEE Region 10 Symposium (TENSYMP), pp. 308\u2013311. IEEE (2020)","DOI":"10.1109\/TENSYMP50017.2020.9230907"},{"key":"52_CR23","doi-asserted-by":"crossref","unstructured":"Petrov, S.: Announcing Syntaxnet: The world\u2019s Most Accurate Parser goes Open Source. Google Research Blog, 12 (2016)","DOI":"10.1016\/S0969-4765(16)30070-4"},{"key":"52_CR24","doi-asserted-by":"crossref","unstructured":"Prinz, C., Kreimeier, D., Kuhlenk\u00f6tter, B.: Implementation of a learning environment for an Industrie 4.0 assistance system to improve the overall equipment effectiveness. Proc. Manuf. 9, 159\u2013166 (2017)","DOI":"10.1016\/j.promfg.2017.04.004"},{"key":"52_CR25","doi-asserted-by":"crossref","unstructured":"Rezai, M.J., Miangah, T.M.: Farsitag: a part-of-speech tagging system for Persian. Digital Scholarsh. Humanit. 32(3), 632\u2013642 (2017)","DOI":"10.1093\/llc\/fqw017"},{"key":"52_CR26","doi-asserted-by":"publisher","first-page":"259","DOI":"10.1007\/s10209-011-0237-9","volume":"11","author":"C R\u00f6cker","year":"2012","unstructured":"R\u00f6cker, C.: Universal access to awareness information: using smart artefacts to mediate awareness in distributed teams. Univ. Access Inf. Soc. 11, 259\u2013271 (2012)","journal-title":"Univ. Access Inf. Soc."},{"key":"52_CR27","doi-asserted-by":"crossref","unstructured":"R\u00f6cker, C., Etter, R.: Social radio: a music-based approach to emotional awareness mediation. In: Proceedings of the 12th International Conference on Intelligent user Interfaces, pp. 286\u2013289 (2007)","DOI":"10.1145\/1216295.1216348"},{"key":"52_CR28","first-page":"2021","volume":"1\u20138","author":"M Shi","year":"2021","unstructured":"Shi, M.: Knowledge graph question and answer system for mechanical intelligent manufacturing based on deep learning. Math. Probl. Eng. 1\u20138, 2021 (2021)","journal-title":"Math. Probl. Eng."},{"key":"52_CR29","doi-asserted-by":"crossref","unstructured":"Singh, J., Joshi, N., Mathur, I.: Part of speech tagging of Marathi text using trigram method (2013). arXiv:1307.4299","DOI":"10.5121\/ijait.2013.3203"},{"key":"52_CR30","doi-asserted-by":"crossref","unstructured":"Soares, M.A.C., Parreiras, F.S.: A literature review on question answering techniques, paradigms and systems. J. King Saud Univ. Comput. Inf. Sci. 32(6), 635\u2013646 (2020)","DOI":"10.1016\/j.jksuci.2018.08.005"},{"key":"52_CR31","doi-asserted-by":"crossref","unstructured":"Ukita, N., Kaulen, D., R\u00f6cker, C.: A user-centered design approach to physical motion coaching systems for pervasive health. In: Smart Health: Open Problems and Future Challenges, pp. 189\u2013208 (2015)","DOI":"10.1007\/978-3-319-16226-3_8"},{"key":"52_CR32","unstructured":"Vajjala, S., Majumder, B., Gupta, A., Surana, H.: Practical Natural Language Processing: A Comprehensive Guide to Building Real-world NLP Systems. O\u2019Reilly Media (2020)"},{"key":"52_CR33","doi-asserted-by":"crossref","unstructured":"Xingguang, L., Zhenbo, C., Zhengyuan, S., Haoxin, Z., Meng Hangcheng, X., Xuesong, X., Gang, X.: Building a question answering system for the manufacturing domain. IEEE Access 10, 75816\u201375824 (2022)","DOI":"10.1109\/ACCESS.2022.3191678"},{"key":"52_CR34","doi-asserted-by":"crossref","unstructured":"Yang, X., Plewe, D.A.: Assistance systems in manufacturing: a systematic review. In: Advances in Ergonomics of Manufacturing: Managing the Enterprise of the Future: Proceedings of the AHFE 2016 International Conference on Human Aspects of Advanced Manufacturing, July 27\u201331, 2016, Walt Disney World\u00ae, Florida, USA, pp. 279\u2013289. Springer (2016)","DOI":"10.1007\/978-3-319-41697-7_25"},{"key":"52_CR35","doi-asserted-by":"crossref","unstructured":"Ye, Z., Jia, Z., Yang, Y., Huang, J., Yin, H.: Research on open domain question answering system. In: Natural Language Processing and Chinese Computing: 4th CCF Conference, NLPCC 2015, Nanchang, China, 9\u201313 Oct 2015, Proceedings, vol. 4, pp. 527\u2013540. Springer (2015)","DOI":"10.1007\/978-3-319-25207-0_49"},{"key":"52_CR36","doi-asserted-by":"crossref","unstructured":"Yitagesu, S., Zhang, X., Feng, Z., Li, X., Xing, Z.: Automatic part-of-speech tagging for security vulnerability descriptions. In: 2021 IEEE\/ACM 18th International Conference on Mining Software Repositories (MSR), pp. 29\u201340. IEEE (2021)","DOI":"10.1109\/MSR52588.2021.00016"},{"key":"52_CR37","doi-asserted-by":"crossref","unstructured":"Zhang, Y., Chen, X., Ai, Q., Yang, L., Bruce Croft, W.: Towards conversational search and recommendation: System ask, user respond. In: Proceedings of the 27th ACM International Conference on Information and Knowledge Management, pp. 177\u2013186 (2018)","DOI":"10.1145\/3269206.3271776"}],"container-title":["Lecture Notes in Networks and Systems","Intelligent Systems and Applications"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-031-47715-7_52","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,1,29]],"date-time":"2024-01-29T20:09:10Z","timestamp":1706558950000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-031-47715-7_52"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024]]},"ISBN":["9783031477140","9783031477157"],"references-count":37,"URL":"https:\/\/doi.org\/10.1007\/978-3-031-47715-7_52","relation":{},"ISSN":["2367-3370","2367-3389"],"issn-type":[{"type":"print","value":"2367-3370"},{"type":"electronic","value":"2367-3389"}],"subject":[],"published":{"date-parts":[[2024]]},"assertion":[{"value":"30 January 2024","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"IntelliSys","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Intelligent Systems Conference","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Amsterdam","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"The Netherlands","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2023","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"7 September 2023","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"8 September 2023","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"intellisys12023","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}}]}}