{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,6,9]],"date-time":"2025-06-09T13:30:38Z","timestamp":1749475838784,"version":"3.40.3"},"publisher-location":"Cham","reference-count":9,"publisher":"Springer Nature Switzerland","isbn-type":[{"type":"print","value":"9783031425318"},{"type":"electronic","value":"9783031425325"}],"license":[{"start":{"date-parts":[[2023,1,1]],"date-time":"2023-01-01T00:00:00Z","timestamp":1672531200000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2023,1,1]],"date-time":"2023-01-01T00:00:00Z","timestamp":1672531200000},"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":[[2023]]},"DOI":"10.1007\/978-3-031-42532-5_9","type":"book-chapter","created":{"date-parts":[[2023,8,29]],"date-time":"2023-08-29T23:03:06Z","timestamp":1693350186000},"page":"115-126","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":1,"title":["Assessing the Environmental Performance of the Food Industry Using Unsupervised Machine Learning"],"prefix":"10.1007","author":[{"given":"Zineb","family":"Nafi","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Rachid","family":"Benmoussa","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Fatine","family":"Elharouni","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2023,8,30]]},"reference":[{"key":"9_CR1","doi-asserted-by":"publisher","first-page":"3","DOI":"10.1016\/j.jclepro.2020.125506","volume":"286","author":"V Petra","year":"2021","unstructured":"Petra, V., Matjaz, P., Rebeka, L.K.: A survey of the life cycle assessment of food supply chains. J. Clean. Prod. 286, 3 (2021). https:\/\/doi.org\/10.1016\/j.jclepro.2020.125506","journal-title":"J. Clean. Prod."},{"key":"9_CR2","doi-asserted-by":"publisher","first-page":"2","DOI":"10.1155\/2022\/8521236","volume":"2022","author":"K Rajnish","year":"2022","unstructured":"Rajnish, K., et al.: Machine learning and artificial intelligence in the food industry: a sustainable approach. J. Food Qual. 2022, 2 (2022). https:\/\/doi.org\/10.1155\/2022\/8521236","journal-title":"J. Food Qual."},{"key":"9_CR3","doi-asserted-by":"publisher","first-page":"23","DOI":"10.1080\/21693277.2016.1192517","volume":"11","author":"W Thorsten","year":"2016","unstructured":"Thorsten, W., Daniel, W., Christopher, I., Klaus-Dieter, T.: Machine learning in manufacturing: advantages, challenges, and applications. Prod. Manuf. Res. 11, 23\u201345 (2016). https:\/\/doi.org\/10.1080\/21693277.2016.1192517","journal-title":"Prod. Manuf. Res."},{"key":"9_CR4","doi-asserted-by":"publisher","first-page":"492","DOI":"10.3390\/su12020492","volume":"12","author":"C Raffaele","year":"2020","unstructured":"Raffaele, C., Marta, T., Giuseppina, P., Antonella, P., Fabio, D.F.: Artificial intelligence and machine learning applications in smart production: progress, trends, and directions. Sustainability 12, 492 (2020). https:\/\/doi.org\/10.3390\/su12020492","journal-title":"Sustainability"},{"key":"9_CR5","doi-asserted-by":"publisher","unstructured":"Adeline, C., Caroline, P., Anne, S.-E., Louis-Georges, S., Isabelle, S.: Does environmental impact vary widely within the same food category? A case study on industrial pizzas from the French retail market. J. Clean. Prod. 286, 336 (2021). https:\/\/doi.org\/10.1016\/j.jclepro.2021.130128","DOI":"10.1016\/j.jclepro.2021.130128"},{"key":"9_CR6","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1371\/journal.pone.0210236","volume":"14","author":"RZ Mayra","year":"2016","unstructured":"Mayra, R.Z., et al.: Clustering algorithms: a comparative approach. PLOS ONE 14, 1 (2016). https:\/\/doi.org\/10.1371\/journal.pone.0210236","journal-title":"PLOS ONE"},{"key":"9_CR7","doi-asserted-by":"publisher","first-page":"520","DOI":"10.3390\/rs12030520","volume":"12","author":"M-T Adolfo","year":"2020","unstructured":"Adolfo, M.-T., \u00c1ngel, M.-M., Jos\u00e9, L.L., Stephen, W.: Dominant color extraction with K-means for camera characterization in cultural heritage documentation. Remote Sens. 12, 520 (2020). https:\/\/doi.org\/10.3390\/rs12030520","journal-title":"Remote Sens."},{"key":"9_CR8","doi-asserted-by":"publisher","first-page":"6","DOI":"10.34218\/IJARET.11.6.2020.054","volume":"11","author":"JS Tausifa","year":"2020","unstructured":"Tausifa, J.S., Mohammad, A.C.: Big data analytics for the internet of things. Int. J. Adv. Res. Eng. Technol. 11, 6 (2020). https:\/\/doi.org\/10.34218\/IJARET.11.6.2020.054","journal-title":"Int. J. Adv. Res. Eng. Technol."},{"key":"9_CR9","doi-asserted-by":"publisher","unstructured":"Ketan, S.R., Charles, N.: Cluster quality analysis using silhouette score. In: IEEE 7th International Conference on Data Science and Advanced Analytics (DSAA) (2020). https:\/\/doi.org\/10.1109\/DSAA49011.2020.00096","DOI":"10.1109\/DSAA49011.2020.00096"}],"container-title":["IFIP Advances in Information and Communication Technology","Towards AI-Aided Invention and Innovation"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-031-42532-5_9","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,3,13]],"date-time":"2024-03-13T12:49:58Z","timestamp":1710334198000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-031-42532-5_9"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023]]},"ISBN":["9783031425318","9783031425325"],"references-count":9,"URL":"https:\/\/doi.org\/10.1007\/978-3-031-42532-5_9","relation":{},"ISSN":["1868-4238","1868-422X"],"issn-type":[{"type":"print","value":"1868-4238"},{"type":"electronic","value":"1868-422X"}],"subject":[],"published":{"date-parts":[[2023]]},"assertion":[{"value":"30 August 2023","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"TFC","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"International TRIZ Future Conference","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Offenburg","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Germany","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":"12 September 2023","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"14 September 2023","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"23","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"tfc2023","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"https:\/\/tfc2023.etria.eu\/de\/","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Triple open review + 1 when conflicting evaluation","order":1,"name":"type","label":"Type","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"Easy Chair","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":"43","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":"54% - 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":"3","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":"4","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":"No","order":9,"name":"external_reviewers_involved","label":"External Reviewers Involved","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}}]}}