{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,1,2]],"date-time":"2026-01-02T07:35:43Z","timestamp":1767339343359,"version":"3.40.3"},"publisher-location":"Cham","reference-count":31,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783030628062"},{"type":"electronic","value":"9783030628079"}],"license":[{"start":{"date-parts":[[2020,1,1]],"date-time":"2020-01-01T00:00:00Z","timestamp":1577836800000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2020,1,1]],"date-time":"2020-01-01T00:00:00Z","timestamp":1577836800000},"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":[[2020]]},"DOI":"10.1007\/978-3-030-62807-9_51","type":"book-chapter","created":{"date-parts":[[2020,11,19]],"date-time":"2020-11-19T12:07:18Z","timestamp":1605787638000},"page":"647-658","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":2,"title":["Data Analytics and Application Challenges in the Childrenswear Market - A Case Study in Greece"],"prefix":"10.1007","author":[{"given":"Evridiki","family":"Papachristou","sequence":"first","affiliation":[]},{"given":"Nikolaos","family":"Bilalis","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2020,11,10]]},"reference":[{"key":"51_CR1","unstructured":"CBI Centre for the Promotion of Imports. Childrenswear in Europe. CBI Ministry of Foreign Affairs (2018)"},{"key":"51_CR2","unstructured":"Abnett, K.: The childrenswear market comes of age. Retrieved 20 Mar 2019, from Business of Fashion, 21 June 2016. https:\/\/www.businessoffashion.com\/articles\/intelligence\/the-childrenswear-market-comes-of-age"},{"key":"51_CR3","doi-asserted-by":"publisher","DOI":"10.1533\/9780857098375","volume-title":"Product Safety and Restricted Substances in Apparel","author":"S Das","year":"2013","unstructured":"Das, S.: Product Safety and Restricted Substances in Apparel. Woodhead Publishing India Pvt. Ltd., New Delhi (2013)"},{"issue":"4","key":"51_CR4","first-page":"61","volume":"3","author":"M Esrafilian","year":"2018","unstructured":"Esrafilian, M., Nazari, A.: Simultaneous and durable design of colourful diversity and protective alarms against ultraviolet on child\u2019s apparel. Int. J. Appl. Arts Stud. 3(4), 61\u201370 (2018)","journal-title":"Int. J. Appl. Arts Stud."},{"key":"51_CR5","unstructured":"EN 14682. European Standard Through Decision 2011\/196\/EU. European Commission, Brussels (2007)"},{"key":"51_CR6","unstructured":"ASTM F1816-18. Standard Safety Specification for Drawstrings on Children\u2019s Upper Outerwear. ASTM International, West Conshohocken (2018)"},{"key":"51_CR7","doi-asserted-by":"crossref","unstructured":"Chatterjee, K.N., Jhanji, Y., Grover, T., Bansal, N., Bhattacharyya, S.: Selecting garment accessories, trims, and closures. In: Nayak, R., Padhye, R. (eds.): Garment Manufacturing Technology, pp. 129\u2013184. Woodhead Publishing Series in Textiles (2015)","DOI":"10.1016\/B978-1-78242-232-7.00006-0"},{"key":"51_CR8","doi-asserted-by":"crossref","unstructured":"Li, Y., Singh, K.K., Ojha, U., Lee, Y.J.: MixNMatch: multifactor disentanglement and encoding for conditional image generation. ArXiv abs\/1911.11758 (2019)","DOI":"10.1109\/CVPR42600.2020.00806"},{"key":"51_CR9","unstructured":"Project Muse. Fashion inspired by you, designed by code. Retrieved from Google, 02 September 2016. https:\/\/blog.google\/around-the-globe\/google-europe\/project-muze-fashion-inspired-by-you\/"},{"key":"51_CR10","unstructured":"Amazon Lab126 (n.d.). Accessed from Wikipedia. https:\/\/en.wikipedia.org\/wiki\/Amazon_Lab126"},{"key":"51_CR11","unstructured":"Wright, B.: Just-Style. Retrieved from FIT and IBM to accelerate AI in the fashion industry, 25 April 2019. https:\/\/www.just-style.com\/news\/fit-and-ibm-to-accelerate-ai-in-the-fashion-industry_id136063.aspx"},{"key":"51_CR12","unstructured":"Smiley, L.: Stitch Fix\u2019s radical data-driven way to sell clothes\u2013$1.2 billion last year\u2013is reinventing retail. Retrieved 20 Feb 2019, from Fast Company, 19 February 2019. https:\/\/www.fastcompany.com\/90298900\/stitch-fix-most-innovative-companies-2019"},{"key":"51_CR13","unstructured":"Gap. Retrieved from Gap Inc (2019). https:\/\/www.gapinc.com\/content\/gapinc\/html.html"},{"key":"51_CR14","unstructured":"Du, Y.: Data Analytics and Applications in the Fashion Industry: Six Innovative Cases. Retrieved Dec 2019, from Digital Commons, University of Rhode Island (2019). https:\/\/digitalcom-mons.uri.edu\/cgi\/viewcontent.cgi?article=1007&context=tmd_major_papers"},{"key":"51_CR15","doi-asserted-by":"publisher","first-page":"1871","DOI":"10.1177\/0040517511411968","volume":"81","author":"Z Guo","year":"2011","unstructured":"Guo, Z., Wong, W., Leung, S., Li, M.: Applications of artificial intelligence in the apparel industry: a review. Text. Res. J. 81, 1871\u20131892 (2011)","journal-title":"Text. Res. J."},{"issue":"1","key":"51_CR16","doi-asserted-by":"publisher","first-page":"81","DOI":"10.1016\/j.eswa.2013.07.013","volume":"41","author":"E Ngai","year":"2014","unstructured":"Ngai, E., Peng, S., Alexander, P., Moon, K.K.: Decision support and intelligent systems in the textile and apparel supply chain: an academic review of research articles. Expert Syst. Appl. 41(1), 81\u201391 (2014)","journal-title":"Expert Syst. Appl."},{"issue":"2","key":"51_CR17","doi-asserted-by":"publisher","first-page":"273","DOI":"10.1002\/col.22057","volume":"42","author":"S-W Hsiao","year":"2016","unstructured":"Hsiao, S.-W., Lee, C.-H., Chen, R.-Q., Yen, C.-H.: An intelligent system for fashion colour prediction based on fuzzy C-means and gray theory. Colour Res. Appl. 42(2), 273\u2013285 (2016)","journal-title":"Colour Res. Appl."},{"key":"51_CR18","doi-asserted-by":"crossref","unstructured":"Mok, P., Xu, J., Wu, Y.: Fashion design using evolutionary algorithms and fuzzy set theory e a case to realize skirt design customizations. In: Choi, T.-M. (ed.) Information Systems for the Fashion and Apparel Industry, pp. 163\u2013197 (2016). Woodhead Publishing Series in Textiles","DOI":"10.1016\/B978-0-08-100571-2.00009-9"},{"key":"51_CR19","doi-asserted-by":"crossref","unstructured":"Kang, W.-C., Fang, C., Wang, Z., McAuley, J.: Visually-aware fashion recommendation and design with generative image models. In: Proceedings of IEEE International Conference on Data Mining (ICDM 2017), New Orleans (2017)","DOI":"10.1109\/ICDM.2017.30"},{"key":"51_CR20","unstructured":"Papahristou, E.: AI: the Antidote to Fashion\u2019s Fear of Change. Retrieved from WhichPLM, 23 April 2018. https:\/\/www.whichplm.com\/ai-antidote-fashions-fear-change\/"},{"issue":"1","key":"51_CR21","doi-asserted-by":"publisher","first-page":"e1228","DOI":"10.1002\/widm.1228","volume":"8","author":"P Yildirim","year":"2017","unstructured":"Yildirim, P., Birant, D., Alpyildiz, T.: Data mining and machine learning in textile industry. Wiley Interdisc. Rev. Data Min. Knowl. Disc. 8(1), e1228 (2017)","journal-title":"Wiley Interdisc. Rev. Data Min. Knowl. Disc."},{"key":"51_CR22","doi-asserted-by":"publisher","first-page":"129910","DOI":"10.1109\/ACCESS.2019.2936294","volume":"7","author":"Y Hong","year":"2019","unstructured":"Hong, Y., Wu, T., Zeng, X., Wang, Y., Yang, W., Pan, Z.: Knowledge-based open performance measurement system (KBO-PMS) for a garment product development process in big data environment. IEEE Access 7, 129910\u2013129929 (2019)","journal-title":"IEEE Access"},{"key":"51_CR23","series-title":"Advances in Intelligent Systems and Computing","doi-asserted-by":"publisher","first-page":"121","DOI":"10.1007\/978-3-319-99695-0_15","volume-title":"Artificial Intelligence on Fashion and Textiles","author":"J Zhu","year":"2019","unstructured":"Zhu, J., Yang, Y., Cao, J., Mei, E.C.F.: New product design with popular fashion style discovery using machine learning. In: Wong, W.K. (ed.) AITA 2018. AISC, vol. 849, pp. 121\u2013128. Springer, Cham (2019). https:\/\/doi.org\/10.1007\/978-3-319-99695-0_15"},{"key":"51_CR24","unstructured":"Deverall, J., Lee, J., Ayala, M.: Using generative adversarial networks to design shoes: the preliminary steps. CS231 (2017)"},{"key":"51_CR25","doi-asserted-by":"crossref","unstructured":"Al-Halah, Z., Stiefelhagen1, R., Grauman, K.: Fashion forward: forecasting visual style in fashion. In: IEEE International Conference on Computer Vision (ICCV), Venice, pp. 388\u2013397. IEEE (2017)","DOI":"10.1109\/ICCV.2017.50"},{"key":"51_CR26","first-page":"925","volume":"329","author":"M Huo","year":"2019","unstructured":"Huo, M., Tang, J., Kim, C.S.: Research on application prospect of artificial intelligence technology in clothing industry. Adv. Soc. Sci. Educ. Humanit. Res. 329, 925\u2013928 (2019)","journal-title":"Adv. Soc. Sci. Educ. Humanit. Res."},{"key":"51_CR27","unstructured":"Catheleen, C.: Google Unveils Machine Learning Project, in Partnership with BoF. Retrieved from Business of Fashion, 21 November 2019. https:\/\/www.businessoffashion.com\/articles\/news-analysis\/voices-talk-cyril-diagne-google-tool-fashion-palette"},{"key":"51_CR28","doi-asserted-by":"crossref","unstructured":"Giri, C., Jain, S., Zeng, X., Bruniaux, P.: A detailed review of artificial intelligence applied in the fashion and apparel industry. IEEE Access, 7, 95376\u201395396 (2019)","DOI":"10.1109\/ACCESS.2019.2928979"},{"key":"51_CR29","series-title":"IFIP Advances in Information and Communication Technology","doi-asserted-by":"publisher","first-page":"181","DOI":"10.1007\/978-3-030-42250-9_17","volume-title":"Product Lifecycle Management in the Digital Twin Era","author":"R Pinqui\u00e9","year":"2019","unstructured":"Pinqui\u00e9, R., V\u00e9ron, P., Segonds, F., Zynda, T.: A property graph data model for a context-aware design assistant. In: Fortin, C., Rivest, L., Bernard, A., Bouras, A. (eds.) PLM 2019. IAICT, vol. 565, pp. 181\u2013190. Springer, Cham (2019). https:\/\/doi.org\/10.1007\/978-3-030-42250-9_17"},{"key":"51_CR30","unstructured":"McKinsey Analytics. Catch them if you can: How leaders in data and analytics have pulled ahead. McKinsey & Company (2019)"},{"issue":"12","key":"51_CR31","doi-asserted-by":"publisher","first-page":"1519","DOI":"10.1080\/00405000.2015.1128715","volume":"107","author":"L Chen","year":"2016","unstructured":"Chen, L., Yan, X., Gao, C.: Developing an analytic network process model for identifying critical factors to achieve apparel safety. J. Text. Inst. 107(12), 1519\u20131532 (2016)","journal-title":"J. Text. Inst."}],"container-title":["IFIP Advances in Information and Communication Technology","Product Lifecycle Management Enabling Smart X"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-030-62807-9_51","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,11,19]],"date-time":"2024-11-19T00:07:30Z","timestamp":1731974850000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-030-62807-9_51"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2020]]},"ISBN":["9783030628062","9783030628079"],"references-count":31,"URL":"https:\/\/doi.org\/10.1007\/978-3-030-62807-9_51","relation":{},"ISSN":["1868-4238","1868-422X"],"issn-type":[{"type":"print","value":"1868-4238"},{"type":"electronic","value":"1868-422X"}],"subject":[],"published":{"date-parts":[[2020]]},"assertion":[{"value":"10 November 2020","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"PLM","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"IFIP International Conference on Product Lifecycle Management","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Rapperswil","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Switzerland","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2020","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"5 July 2020","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"8 July 2020","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"17","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"plm2020","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"https:\/\/www.plm-conference.org\/","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Double-blind","order":1,"name":"type","label":"Type","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"conftool.net","order":2,"name":"conference_management_system","label":"Conference Management System","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"80","order":3,"name":"number_of_submissions_sent_for_review","label":"Number of Submissions Sent for Review","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"60","order":4,"name":"number_of_full_papers_accepted","label":"Number of Full Papers Accepted","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"0","order":5,"name":"number_of_short_papers_accepted","label":"Number of Short Papers Accepted","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"75% - The value is computed by the equation \"Number of Full Papers Accepted \/ Number of Submissions Sent for Review * 100\" and then rounded to a whole number.","order":6,"name":"acceptance_rate_of_full_papers","label":"Acceptance Rate of Full Papers","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"2.6","order":7,"name":"average_number_of_reviews_per_paper","label":"Average Number of Reviews per Paper","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"3.3","order":8,"name":"average_number_of_papers_per_reviewer","label":"Average Number of Papers per Reviewer","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"Yes","order":9,"name":"external_reviewers_involved","label":"External Reviewers Involved","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"2 technical industrial contributions are also included. The conference was held virtually.","order":10,"name":"additional_info_on_review_process","label":"Additional Info on Review Process","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}}]}}