[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"doc-detail-127654-en":3,"doc-seo-127654-105":30,"detail-sidebar-cat-0-en-105":91},{"code":4,"msg":5,"data":6},0,"success",{"doc_id":7,"user_id":8,"nickname":9,"user_avatar":10,"doc_module":4,"category_id":11,"category_name":12,"doc_title":13,"doc_description":14,"doc_content":15,"file_id":16,"file_url":17,"file_type":18,"file_size":19,"view_count":4,"is_deleted":4,"is_public":20,"is_downloadable":20,"audit_status":20,"page_count":21,"language":22,"language_code":23,"site_id":24,"html_lang":23,"table_of_contents":25,"faqs":26,"seo_title":27,"seo_description":14,"update_tm":28,"read_time":29},127654,962084925636,"Olivia Brown","https://ap-avatar.wpscdn.com/davatar_994ba38a5ba835b3df7d355c54d3ed8d",8,"Research & Report","Development of a Modular Knowledge-Discovery Framework based on Machine Learning - for the Interdisciplinary Analysis of Complex Phenomena in the Context of GDI Combustion Processes - Dissertation","A doctoral dissertation presenting a modular knowledge-discovery framework built using machine learning to support interdisciplinary analysis of complex phenomena. The work is placed in the context of GDI combustion processes and targets how knowledge extraction can be structured, integrated, and applied across multiple perspectives. It includes formal academic details such as supervision, examination date, and publication identifiers, situating the research within the Engineering Information Management series of KIT (Karlsruhe Institute of Technology).","Reihe Informationsmanagement im Engineering Karlsruhe  \nMassimiliano Botticelli  \nDevelopment of a modular Knowledge-Discovery Framework based on Machine Learning  \nfor the interdisciplinary analysis of complex phenomena in the context of GDI combustion processes  \nBand 2 – 2023  \nMassimiliano Botticelli  \nDevelopment of a modular Knowledge-Discovery Framework based on Machine Learning  \nfor the interdisciplinary analysis of complex phenomena in the context of GDI combustion processes  \nReihe Informationsmanagement im Engineering Karlsruhe Band 2 – 2023  \nHerausgeber  \nKarlsruher Institut für Technologie  \nInstitut für Informationsmanagement im Ingenieurwesen (IMI)  \no. Prof. Dr. Dr.-Ing. Dr. h.c. Jivka Ovtcharova  \nEine Übersicht aller bisher in dieser Schriftenreiheerschienenen Bände finden Sie am Ende des Buchs.  \nDevelopment of a modular Knowledge-Discovery Framework based on Machine Learning  \nfor the interdisciplinary analysis of complex phenomena in the context of GDI combustion processes  \nby  \nMassimiliano Botticelli  \nKarlsruher Institut für Technologie  \nInstitut für Informationsmanagement im Ingenieurwesen  \nDevelopment of a modular Knowledge-Discovery Framework based on Machine Learning: for the interdisciplinary analysis of complex phenomena in the context of GDI combustion processes  \nZur Erlangung des akademischen Grades eines Doktors der Ingenieurwissenschaften von der KIT-Fakultät für Maschinenbau des Karlsruher Instituts für Technologie (KIT) genehmigte Dissertation  \nvon Massimiliano Botticelli, M. Eng.  \nTag der mündlichen Prüfung: 30. Januar 2023  \nHauptreferentin: Prof. Dr. Dr.-Ing. Dr. h. c. Jivka Ovtcharova  \nKorreferent: [Prof. Dr. sc. techn. Thomas Koch](Prof. Dr. sc. techn. Thomas Koch)  \nImpressum  \nKarlsruher Institut für Technologie (KIT) KIT Scientific Publishing  \nStraße am Forum 2  \nD-76131 Karlsruhe  \nKIT Scientific Publishing is a registered trademark of Karlsruhe Institute of Technology.  \nReprint using the book cover is not allowed. [www.ksp.kit.edu](www.ksp.kit.edu)  \nThis document – excluding parts marked otherwise, the cover, pictures and graphs – is licensed under a Creative Commons Attribution-Share Alike 4.0 International License (CC BY-SA 4.0): [https://creativecommons.org/licenses/by-sa/4.0/deed.en](https://creativecommons.org/licenses/by-sa/4.0/deed.en)  \nThe cover page is licensed under a Creative Commons  \nAttribution-No Derivatives 4.0 International License (CC BY-ND 4.0): [https://creativecommons.org/licenses/by-nd/4.0/deed.en](https://creativecommons.org/licenses/by-nd/4.0/deed.en)  \nPrint on Demand 2023 – Gedruckt auf FSC-zertifiziertem Papier  \nISSN 1860-5990  \nISBN 978-3-7315-1295-0  \nDOI 10. 5445/KSP/1000158016  \nWhen you know a thing, to hold that you know it;  \nwhen you do not know a thing, to allow that you do not know it; this is knowledge  \nThe Analects, Confucius","cbCaioaIbDRImLrg","https://ap.wps.com/l/cbCaioaIbDRImLrg","pdf",9715890,1,210,"English","en",105,"# Dissertation Overview\n## Title, Author, and Affiliation\n## Academic Degree and Examination Details\n## Publication and Licensing Information","[{\"question\":\"What is the main objective of the dissertation?\",\"answer\":\"To develop a modular knowledge-discovery framework based on machine learning for interdisciplinary analysis of complex phenomena in the context of GDI combustion processes.\"},{\"question\":\"In what application context is the framework intended to be used?\",\"answer\":\"The framework is designed for analyzing complex phenomena related to GDI (gasoline direct injection) combustion processes.\"},{\"question\":\"When was the dissertation defense (mündliche Prüfung) held?\",\"answer\":\"The document lists the date of the oral examination as 30 January 2023.\"}]","Development of a Modular Knowledge-Discovery Framework based on Machine Learning - for the Interdisciplinary Analysis of Complex Phenomena in the Context of GDI Combustion Processes - Dissertation | PDF",1785940529,529,{"code":4,"msg":31,"data":32},"ok",{"site_id":24,"language":23,"slug":33,"title":13,"keywords":34,"description":14,"schema_data":35,"social_meta":86,"head_meta":88,"extra_data":90,"updated_unix":28},"development-of-a-modular-knowledge-discovery-framework-based-on-machine-learning-for-the-interdisciplinary-analysis-of-complex-phenomena-in-the-context-of-gdi-combustion-processes-dissertation","",{"@graph":36,"@context":85},[37,54,68],{"@type":38,"itemListElement":39},"BreadcrumbList",[40,44,48,51],{"item":41,"name":42,"@type":43,"position":20},"https://docshare.wps.com","Home","ListItem",{"item":45,"name":46,"@type":43,"position":47},"https://docshare.wps.com/document/","Document",2,{"item":49,"name":12,"@type":43,"position":50},"https://docshare.wps.com/document/research-report/",3,{"item":52,"name":13,"@type":43,"position":53},"https://docshare.wps.com/document/development-of-a-modular-knowledge-discovery-framework-based-on-machine-learning-for-the-interdisciplinary-analysis-of-complex-phenomena-in-the-context-of-gdi-combustion-processes-dissertation/127654/",4,{"url":52,"name":13,"@type":55,"author":56,"headline":13,"publisher":58,"fileFormat":61,"inLanguage":23,"description":14,"dateModified":62,"datePublished":62,"encodingFormat":61,"isAccessibleForFree":63,"interactionStatistic":64},"DigitalDocument",{"name":9,"@type":57},"Person",{"url":41,"name":59,"@type":60},"DocShare","Organization","application/pdf","2026-08-05",true,{"@type":65,"interactionType":66,"userInteractionCount":4},"InteractionCounter",{"@type":67},"ViewAction",{"@type":69,"mainEntity":70},"FAQPage",[71,77,81],{"name":72,"@type":73,"acceptedAnswer":74},"What is the main objective of the dissertation?","Question",{"text":75,"@type":76},"To develop a modular knowledge-discovery framework based on machine learning for interdisciplinary analysis of complex phenomena in the context of GDI combustion processes.","Answer",{"name":78,"@type":73,"acceptedAnswer":79},"In what application context is the framework intended to be used?",{"text":80,"@type":76},"The framework is designed for analyzing complex phenomena related to GDI (gasoline direct injection) combustion processes.",{"name":82,"@type":73,"acceptedAnswer":83},"When was the dissertation defense (mündliche Prüfung) held?",{"text":84,"@type":76},"The document lists the date of the oral examination as 30 January 2023.","https://schema.org",{"og:url":52,"og:type":87,"og:title":13,"og:site_name":59,"og:description":14},"article",{"robots":89,"canonical":52},"index,follow",{"doc_id":7,"site_id":24},{"code":4,"msg":5,"data":92},[93,97,101,105,110,115,120,123,128,131,135],{"id":20,"doc_module":4,"doc_module_name":46,"category_name":94,"show_sort_weight":95,"slug":96},"Story & Novel",90,"story-novel",{"id":47,"doc_module":4,"doc_module_name":46,"category_name":98,"show_sort_weight":99,"slug":100},"Literature",80,"literature",{"id":53,"doc_module":4,"doc_module_name":46,"category_name":102,"show_sort_weight":103,"slug":104},"Exam",70,"exam",{"id":106,"doc_module":4,"doc_module_name":46,"category_name":107,"show_sort_weight":108,"slug":109},5,"Comic",60,"comic",{"id":111,"doc_module":4,"doc_module_name":46,"category_name":112,"show_sort_weight":113,"slug":114},6,"Technology",50,"technology",{"id":116,"doc_module":4,"doc_module_name":46,"category_name":117,"show_sort_weight":118,"slug":119},7,"Healthcare",40,"healthcare",{"id":11,"doc_module":4,"doc_module_name":46,"category_name":12,"show_sort_weight":121,"slug":122},30,"research-report",{"id":124,"doc_module":4,"doc_module_name":46,"category_name":125,"show_sort_weight":126,"slug":127},9,"Religion & Spirituality",20,"religion-spirituality",{"id":126,"doc_module":4,"doc_module_name":46,"category_name":129,"show_sort_weight":126,"slug":130},"World Cup","world-cup",{"id":132,"doc_module":4,"doc_module_name":46,"category_name":133,"show_sort_weight":132,"slug":134},10,"Lifestyle","lifestyle",{"id":136,"doc_module":4,"doc_module_name":46,"category_name":137,"show_sort_weight":106,"slug":138},19,"General","general"]