{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,19]],"date-time":"2026-04-19T00:43:09Z","timestamp":1776559389036,"version":"3.51.2"},"publisher-location":"New York, NY, USA","reference-count":24,"publisher":"ACM","license":[{"start":{"date-parts":[[2020,10,19]],"date-time":"2020-10-19T00:00:00Z","timestamp":1603065600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.acm.org\/publications\/policies\/copyright_policy#Background"}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2020,10,19]]},"DOI":"10.1145\/3340531.3417436","type":"proceedings-article","created":{"date-parts":[[2020,10,19]],"date-time":"2020-10-19T05:31:01Z","timestamp":1603085461000},"page":"3489-3492","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":15,"title":["SemFE"],"prefix":"10.1145","author":[{"given":"Baifan","family":"Zhou","sequence":"first","affiliation":[{"name":"Bosch Corporate Research & Karlsruhe Institute of Technology, Renningen, Germany"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Yulia","family":"Svetashova","sequence":"additional","affiliation":[{"name":"Bosch Corporate Research & Karlsruhe Institute of Technology, Renningen, Germany"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Tim","family":"Pychynski","sequence":"additional","affiliation":[{"name":"Bosch Corporate Research & Karlsruhe Institute of Technology, Renningen, Germany"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Ildar","family":"Baimuratov","sequence":"additional","affiliation":[{"name":"ITMO University, St. Petersburg, Russian Fed."}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Ahmet","family":"Soylu","sequence":"additional","affiliation":[{"name":"SINTEF & Norwegian University of Science and Technology, Oslo, Norway"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Evgeny","family":"Kharlamov","sequence":"additional","affiliation":[{"name":"Bosch Center for AI & University of Oslo, Renningen, Germany"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"320","published-online":{"date-parts":[[2020,10,19]]},"reference":[{"key":"e_1_3_2_2_1_1","volume-title":"et almbox","author":"Baader Franz","year":"2003","unstructured":"Franz Baader , Diego Calvanese , Deborah McGuinness , et almbox . 2003 . The description logic handbook: Theory , implementation and applications. Franz Baader, Diego Calvanese, Deborah McGuinness, et almbox. 2003. The description logic handbook: Theory, implementation and applications."},{"key":"e_1_3_2_2_2_1","first-page":"28","article-title":"What is smart manufacturing","volume":"7","author":"Chand Sujeet","year":"2010","unstructured":"Sujeet Chand and Jim Davis . 2010 . What is smart manufacturing . Time Magazine Wrapper , Vol. 7 (2010), 28 -- 33 . Sujeet Chand and Jim Davis. 2010. What is smart manufacturing. Time Magazine Wrapper, Vol. 7 (2010), 28--33.","journal-title":"Time Magazine Wrapper"},{"key":"e_1_3_2_2_3_1","volume-title":"German Standards","volume":"14610","author":"DIN.","year":"2004","unstructured":"DIN. 2004 . EN14610:2004 Welding and Allied Processes - Definitions of Metal Welding Processes; Trilingual Version . German Standards , Vol. 14610 (2004). DIN. 2004. EN14610:2004 Welding and Allied Processes - Definitions of Metal Welding Processes; Trilingual Version. German Standards, Vol. 14610 (2004)."},{"key":"e_1_3_2_2_5_1","first-page":"37","article-title":"From data mining to knowledge discovery in databases","volume":"17","author":"Fayyad U.","year":"1996","unstructured":"U. Fayyad , G. Piatetsky-Shapiro , and P. Smyth . 1996 . From data mining to knowledge discovery in databases . AI Magazine , Vol. 17 , 3 (1996), 37 -- 37 . U. Fayyad, G. Piatetsky-Shapiro, and P. Smyth. 1996. From data mining to knowledge discovery in databases. AI Magazine, Vol. 17, 3 (1996), 37--37.","journal-title":"AI Magazine"},{"key":"e_1_3_2_2_6_1","volume-title":"mbox","author":"Pascal Hitzler","year":"2009","unstructured":"Pascal Hitzler et al mbox . 2009 . OWL 2 web ontology language primer. W3C Recommendation , Vol. 27 , 1 (2009), 123. Pascal Hitzler et almbox. 2009. OWL 2 web ontology language primer. W3C Recommendation, Vol. 27, 1 (2009), 123."},{"key":"e_1_3_2_2_7_1","doi-asserted-by":"publisher","DOI":"10.1109\/MIC.2016.121"},{"key":"e_1_3_2_2_8_1","volume-title":"Resistance welding -- Procedures for determining the weldability lobe for resistance spot, projection and seam welding. Standard","author":"ISO.","unstructured":"ISO. 2004. Resistance welding -- Procedures for determining the weldability lobe for resistance spot, projection and seam welding. Standard . ISO , Geneva, CH . ISO. 2004. Resistance welding -- Procedures for determining the weldability lobe for resistance spot, projection and seam welding. Standard. ISO, Geneva, CH."},{"key":"e_1_3_2_2_9_1","doi-asserted-by":"crossref","unstructured":"Henning Kagermann. 2015. Change through digitization -- value creation in the age of industry 4.0. In Management of Permanent Change. 23--45.  Henning Kagermann. 2015. Change through digitization -- value creation in the age of industry 4.0. In Management of Permanent Change. 23--45.","DOI":"10.1007\/978-3-658-05014-6_2"},{"key":"e_1_3_2_2_10_1","volume-title":"Ernesto Jim\u00e9 nez-Ruiz, Steffen Lamparter, Gulnar Mehdi, Martin Ringsquandl, Yavor Nenov, Stephan Grimm, Mikhail Roshchin, and Ian Horrocks.","author":"Kharlamov Evgeny","year":"2016","unstructured":"Evgeny Kharlamov , Bernardo Cuenca Grau , Ernesto Jim\u00e9 nez-Ruiz, Steffen Lamparter, Gulnar Mehdi, Martin Ringsquandl, Yavor Nenov, Stephan Grimm, Mikhail Roshchin, and Ian Horrocks. 2016 . Capturing industrial information models with ontologies and constraints. In ISWC. Evgeny Kharlamov, Bernardo Cuenca Grau, Ernesto Jim\u00e9 nez-Ruiz, Steffen Lamparter, Gulnar Mehdi, Martin Ringsquandl, Yavor Nenov, Stephan Grimm, Mikhail Roshchin, and Ian Horrocks. 2016. Capturing industrial information models with ontologies and constraints. In ISWC."},{"key":"e_1_3_2_2_11_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.websem.2017.05.005"},{"key":"e_1_3_2_2_12_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.websem.2019.01.001"},{"key":"e_1_3_2_2_13_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.websem.2017.02.001"},{"key":"e_1_3_2_2_14_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.websem.2018.10.004"},{"key":"e_1_3_2_2_15_1","first-page":"109041M","article-title":"a. ML aided phase retrieval algorithm for beam splitting with an LCoS-SLM","volume":"10904","author":"Mikhaylov Dmitriy","year":"2019","unstructured":"Dmitriy Mikhaylov , Baifan Zhou , 2019 a. ML aided phase retrieval algorithm for beam splitting with an LCoS-SLM . In Laser Resonators, Microresonators, and Beam Control XXI , Vol. 10904. 109041M . Dmitriy Mikhaylov, Baifan Zhou, et almbox. 2019 a. ML aided phase retrieval algorithm for beam splitting with an LCoS-SLM. In Laser Resonators, Microresonators, and Beam Control XXI, Vol. 10904. 109041M.","journal-title":"Laser Resonators, Microresonators, and Beam Control XXI"},{"key":"e_1_3_2_2_16_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.optlaseng.2019.04.010"},{"key":"e_1_3_2_2_17_1","volume-title":"mbox","author":"Ralf Mikut","year":"2006","unstructured":"Ralf Mikut et al mbox . 2006 . Data mining in medical time series. Biomedizinische Technik , Vol. 51 (2006). Ralf Mikut et almbox. 2006. Data mining in medical time series. Biomedizinische Technik, Vol. 51 (2006)."},{"key":"e_1_3_2_2_18_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.jmsy.2019.05.002"},{"key":"e_1_3_2_2_19_1","doi-asserted-by":"crossref","unstructured":"Martin Ringsquandl Evgeny Kharlamov Daria Stepanova Marcel Hildebrandt Steffen Lamparter Raffaello Lepratti Ian Horrocks and Peer Kr\u00f6ger. 2018. Event-enhanced learning for KG completion. In ESWC.  Martin Ringsquandl Evgeny Kharlamov Daria Stepanova Marcel Hildebrandt Steffen Lamparter Raffaello Lepratti Ian Horrocks and Peer Kr\u00f6ger. 2018. Event-enhanced learning for KG completion. In ESWC.","DOI":"10.1007\/978-3-319-93417-4_35"},{"key":"e_1_3_2_2_20_1","doi-asserted-by":"publisher","DOI":"10.3233\/SW-180293"},{"key":"e_1_3_2_2_21_1","doi-asserted-by":"crossref","unstructured":"Yulia Svetashova Baifan Zhou Tim Pychynski Stefan Schmidt York Sure-Vetter Ralf Mikut and Evgeny Kharlamov. 2020. Ontology-enhanced machine learning: a Bosch use case of welding quality monitoring. In ISWC.  Yulia Svetashova Baifan Zhou Tim Pychynski Stefan Schmidt York Sure-Vetter Ralf Mikut and Evgeny Kharlamov. 2020. Ontology-enhanced machine learning: a Bosch use case of welding quality monitoring. In ISWC.","DOI":"10.1007\/978-3-030-62466-8_33"},{"key":"e_1_3_2_2_22_1","volume-title":"mbox","author":"Thorsten Wuest","year":"2016","unstructured":"Thorsten Wuest et al mbox . 2016 . Machine Learning in Manufacturing : Advantages, Challenges, and Applications. Production & Manufacturing Research , Vol. 4 (2016). Thorsten Wuest et almbox. 2016. Machine Learning in Manufacturing: Advantages, Challenges, and Applications. Production & Manufacturing Research, Vol. 4 (2016)."},{"key":"e_1_3_2_2_23_1","volume-title":"mbox","author":"Rui Zhao","year":"2019","unstructured":"Rui Zhao et al mbox . 2019 . DL and Its Applications to Machine Health Monitoring. MS &SP, Vol. 115 (2019). Rui Zhao et almbox. 2019. DL and Its Applications to Machine Health Monitoring. MS&SP, Vol. 115 (2019)."},{"key":"e_1_3_2_2_24_1","volume-title":"mbox","author":"Baifan Zhou","year":"2018","unstructured":"Baifan Zhou et al mbox . 2018 . Comparison of ML approaches for time-series-based quality monitoring of RSW. AoDS, Series A ( 2018). Baifan Zhou et almbox. 2018. Comparison of ML approaches for time-series-based quality monitoring of RSW. AoDS, Series A (2018)."},{"key":"e_1_3_2_2_25_1","doi-asserted-by":"publisher","DOI":"10.1021\/acs.iecr.8b06138"}],"event":{"name":"CIKM '20: The 29th ACM International Conference on Information and Knowledge Management","location":"Virtual Event Ireland","acronym":"CIKM '20","sponsor":["SIGWEB ACM Special Interest Group on Hypertext, Hypermedia, and Web","SIGIR ACM Special Interest Group on Information Retrieval"]},"container-title":["Proceedings of the 29th ACM International Conference on Information & Knowledge Management"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3340531.3417436","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3340531.3417436","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,17]],"date-time":"2025-06-17T22:02:42Z","timestamp":1750197762000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3340531.3417436"}},"subtitle":["Facilitating ML Pipeline Development with Semantics"],"short-title":[],"issued":{"date-parts":[[2020,10,19]]},"references-count":24,"alternative-id":["10.1145\/3340531.3417436","10.1145\/3340531"],"URL":"https:\/\/doi.org\/10.1145\/3340531.3417436","relation":{},"subject":[],"published":{"date-parts":[[2020,10,19]]},"assertion":[{"value":"2020-10-19","order":2,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}