{"id":602,"date":"2023-08-08T14:31:13","date_gmt":"2023-08-08T14:31:13","guid":{"rendered":"https:\/\/www.stefan-wagenpfeil.de\/tasks\/"},"modified":"2026-01-15T09:35:03","modified_gmt":"2026-01-15T09:35:03","slug":"tasks","status":"publish","type":"page","link":"https:\/\/www.stefan-wagenpfeil.de\/en\/tasks\/","title":{"rendered":"Tasks"},"content":{"rendered":"\n<p>Current tasks for Bachelor&#8217;s and Master&#8217;s theses (as of 01\/2026):<\/p>\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-2 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-1 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<ul>\n<li><a href=\"https:\/\/www.stefan-wagenpfeil.de\/wp-content\/uploads\/2025\/12\/202601_Wasserzeichen_MM.pdf\">Watermarks for AI-generated digital media<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/www.stefan-wagenpfeil.de\/wp-content\/uploads\/2025\/12\/202601_RAG_Eval.pdf\">Evaluation of local RAG pipelines on the basis of SECI<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/www.stefan-wagenpfeil.de\/wp-content\/uploads\/2026\/01\/202601_SD_Eval.pdf\">Evaluation of local image generation models<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/www.stefan-wagenpfeil.de\/wp-content\/uploads\/2025\/12\/202601_QES_ready.pdf\">QES-ready: Digital signatures and eIDAS 2.0<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/www.stefan-wagenpfeil.de\/wp-content\/uploads\/2025\/12\/202601_MMKI.pdf\">Multimedia-supported AI processes<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/www.stefan-wagenpfeil.de\/wp-content\/uploads\/2025\/12\/202601_KI_Wissenschaft.pdf\">AI-supported research assistance for chairs<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/www.stefan-wagenpfeil.de\/wp-content\/uploads\/2025\/12\/202601_Gamifiziert_KIVO.pdf\">Gamified AI-Act training for companies<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/www.stefan-wagenpfeil.de\/wp-content\/uploads\/2025\/12\/202601_Gamification_Nachhaltigkeit.pdf\">Sustainability aspects in e-commerce<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/www.stefan-wagenpfeil.de\/wp-content\/uploads\/2025\/12\/202601_Deepfake_Erkennung.pdf\">Deepfake detection for digital media<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/www.stefan-wagenpfeil.de\/wp-content\/uploads\/2025\/12\/202601_Content_Credentials.pdf\">C2PA &#8211; Content Credentials from Capture to PDF<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/www.stefan-wagenpfeil.de\/wp-content\/uploads\/2025\/12\/202601_Avatarisierung.pdf\">App-based creation of AI avatars<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/www.stefan-wagenpfeil.de\/wp-content\/uploads\/2025\/12\/202601_AR_Print.pdf\">Augmented reality for print products<\/a><\/li>\n\n\n\n<li><a href=\"AI management systems:%20Introduction%20and%20audit\">AI management systems: introduction and audit<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/www.stefan-wagenpfeil.de\/public\/Aufgabenstellungen\/202308_Dokumentation_generativeKI.pdf\">Use of generative AI for software documentation<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/www.stefan-wagenpfeil.de\/public\/Aufgabenstellungen\/202308_Gamification_BusinessApps.pdf\">Employee engagement through gamification<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/www.stefan-wagenpfeil.de\/public\/Aufgabenstellungen\/202308_Konsistenzpr%C3%BCfung_generativeKI.pdf\">Consistency checking through generative AI in software engineering<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/www.stefan-wagenpfeil.de\/public\/Aufgabenstellungen\/202308_RPA_SW-Engineering.pdf\">Process automation in software engineering using RPA<\/a><\/li>\n<\/ul>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n\n<p>Task (in progress or completed). Can also be used in variations with a different focus on the research question:<\/p>\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-3 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<ul>\n<li>Use of generative image AI to create ultra-personalized advertising<\/li>\n\n\n\n<li>Creation of photorealistic text-to-image avatars using local models<\/li>\n\n\n\n<li>Augmented reality: marker-based video overlays<\/li>\n\n\n\n<li>Real-time speech analysis and transcription  <\/li>\n\n\n\n<li>Application of graph codes for retrieval augmented generation<\/li>\n\n\n\n<li>Visualization of throughput times in production<\/li>\n\n\n\n<li>Use of big data and machine learning for process optimization<\/li>\n\n\n\n<li>Automatic detection of business processes with optimization potential<\/li>\n\n\n\n<li>International corporate processes in the context of the EU AI Act<\/li>\n\n\n\n<li>Regulatory framework for international corporate processes<\/li>\n\n\n\n<li>Process modeling and visualization in practice (case study)<\/li>\n\n\n\n<li>Use of generative AI in media production<\/li>\n\n\n\n<li>Process optimization through e-invoicing<\/li>\n\n\n\n<li>How well can a term paper be promptly<\/li>\n\n\n\n<li><a href=\"http:\/\/www.stefan-wagenpfeil.de\/public\/Aufgabenstellungen\/202311_Android_AR.pdf\">Optimization of mixed reality applications through graph codes<\/a><\/li>\n\n\n\n<li>Effects of generative AI on knowledge management in companies<\/li>\n\n\n\n<li>Digital transformation in fuel technology: An investigation into the use of a digital twin for fuels for fuels<\/li>\n\n\n\n<li>Use of AR applications to rectify defects in the construction industry<\/li>\n\n\n\n<li>Challenges and opportunities in the integration of additive manufacturing in the production of prostheses and orthoses<\/li>\n\n\n\n<li><a href=\"http:\/\/www.stefan-wagenpfeil.de\/public\/Aufgabenstellungen\/202311_Laufbahn_AR.pdf\">Visualization of time- and position-controlled markers in AR\/MR applications<\/a><\/li>\n\n\n\n<li><a href=\"http:\/\/www.stefan-wagenpfeil.de\/wp-content\/uploads\/2023\/02\/202302_Spracheingabe_Smart_MMIR.pdf\" target=\"_blank\" rel=\"noreferrer noopener\">Use of voice assistants for Smart MMIR<\/a><\/li>\n\n\n\n<li><a href=\"http:\/\/www.stefan-wagenpfeil.de\/wp-content\/uploads\/2023\/02\/202302_Sprachgenerierung_Smart_MMIR.pdf\" target=\"_blank\" rel=\"noreferrer noopener\">Explainability of Smart MMIR using AI-based generators (R)<\/a><\/li>\n\n\n\n<li><a href=\"http:\/\/www.stefan-wagenpfeil.de\/wp-content\/uploads\/2023\/02\/202302_Visualisierung_Smart_MMIR.pdf\" target=\"_blank\" rel=\"noreferrer noopener\">Visualization of Smart MMIR using AI-based generators (R)<\/a><\/li>\n\n\n\n<li><a href=\"http:\/\/www.stefan-wagenpfeil.de\/wp-content\/uploads\/2022\/06\/202206_AI_Application_Profiling.pdf\" target=\"_blank\" rel=\"noreferrer noopener\">AI-based application profiling<\/a><\/li>\n\n\n\n<li><a href=\"http:\/\/www.stefan-wagenpfeil.com\/wp-content\/uploads\/2022\/05\/202112_AB_Feature_Fusion-1.pdf\" target=\"_blank\" rel=\"noreferrer noopener\">Semantic feature fusion for multimedia feature graphs<\/a><\/li>\n\n\n\n<li><a href=\"http:\/\/www.stefan-wagenpfeil.com\/wp-content\/uploads\/2022\/06\/202207_Interaktion_Benutzer.pdf\" target=\"_blank\" rel=\"noreferrer noopener\">Interaction and presentation concepts for users of Smart MMIR (A)<\/a><\/li>\n\n\n\n<li><a href=\"http:\/\/www.stefan-wagenpfeil.de\/wp-content\/uploads\/2023\/02\/Avatar_Recognition.pdf\" target=\"_blank\" rel=\"noreferrer noopener\">Avatar Recognition<\/a><\/li>\n\n\n\n<li>Presentation of results of Smart MMIR including the user context (R)<\/li>\n\n\n\n<li><a href=\"http:\/\/www.stefan-wagenpfeil.de\/wp-content\/uploads\/2023\/02\/UVWRS.pdf\" target=\"_blank\" rel=\"noreferrer noopener\">Universal World Recording System (R)<\/a><\/li>\n\n\n\n<li><a href=\"http:\/\/www.stefan-wagenpfeil.de\/wp-content\/uploads\/2023\/02\/Szenen_Metaverse.pdf\" target=\"_blank\" rel=\"noreferrer noopener\">Scene recognition in the metaverse<\/a><\/li>\n\n\n\n<li>Explainability and visualization of graph codes using generative AI (R)<\/li>\n\n\n\n<li><a href=\"http:\/\/www.stefan-wagenpfeil.com\/wp-content\/uploads\/2022\/05\/202112_AB_MMFG_Textgenerierung.pdf\" target=\"_blank\" rel=\"noreferrer noopener\">Automatic generation of texts from multimedia feature graphs (R)<\/a><\/li>\n\n\n\n<li><a href=\"http:\/\/www.stefan-wagenpfeil.com\/wp-content\/uploads\/2022\/05\/202205_Merkmale_Autonomes_Fahren.pdf\" target=\"_blank\" rel=\"noreferrer noopener\">Processing of MMIR features in the area of driver assistance (R)<\/a><\/li>\n\n\n\n<li><a href=\"http:\/\/www.stefan-wagenpfeil.com\/wp-content\/uploads\/2022\/05\/202205_Social_Media_Interaktion.pdf\" target=\"_blank\" rel=\"noreferrer noopener\">Integration of MMIR interaction features in the context of social media (R)<\/a><\/li>\n\n\n\n<li>Application and integration of Smart MMIR in financial reporting (R)<\/li>\n\n\n\n<li>Detection of fake news using MMIR feature metrics<\/li>\n\n\n\n<li><a href=\"http:\/\/www.stefan-wagenpfeil.com\/wp-content\/uploads\/2022\/06\/202206_KMEP_eSeminar.pdf\">Extraction and integration of MMIR features during the planning and technical implementation of presentations (R)<\/a><\/li>\n\n\n\n<li><a href=\"http:\/\/www.stefan-wagenpfeil.com\/wp-content\/uploads\/2022\/06\/202206_Visualisierung_Automotive.pdf\">Visualization and explainability of safety-relevant MMIR features in the automotive sector (V)<\/a><\/li>\n\n\n\n<li>Construction of semantic multimedia queries (A)<\/li>\n\n\n\n<li>Explainability of graph-based information retrieval (A)<\/li>\n\n\n\n<li>Multimedia Query Refinement based on the GMAF (A)<\/li>\n\n\n\n<li>Parallelization of graph code algorithms (A)<\/li>\n\n\n\n<li><a href=\"http:\/\/www.stefan-wagenpfeil.de\/wp-content\/uploads\/2022\/06\/202206_Audio_Merkmale.pdf\" target=\"_blank\" rel=\"noreferrer noopener\">Technical and semantic feature extraction from music files (A)<\/a><\/li>\n\n\n\n<li><a href=\"http:\/\/www.stefan-wagenpfeil.com\/wp-content\/uploads\/2022\/06\/202207_Konfiguration_Admin.pdf\">Configuration and administration concepts for Smart MMIR (A)<\/a><\/li>\n\n\n\n<li><a href=\"http:\/\/www.stefan-wagenpfeil.de\/wp-content\/uploads\/2022\/06\/202206_Social_Media_Integration.pdf\" target=\"_blank\" rel=\"noreferrer noopener\">Recognition and integration of MMIR features in social media posts (A)<\/a><\/li>\n\n\n\n<li>Semantic metadata transformation for MPEG7 (A)<\/li>\n\n\n\n<li>Multimedia Feature Recognition for Medical Collections (A)<\/li>\n<\/ul>\n<\/div>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>Current tasks for Bachelor&#8217;s and Master&#8217;s theses (as of 01\/2026): Task (in progress or completed). Can also be used in variations with a different focus on the research question:<\/p>\n","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v24.5 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Tasks - Prof. Dr.-Ing. Stefan Wagenpfeil<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.stefan-wagenpfeil.de\/en\/tasks\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Tasks - Prof. Dr.-Ing. Stefan Wagenpfeil\" \/>\n<meta property=\"og:description\" content=\"Current tasks for Bachelor&#8217;s and Master&#8217;s theses (as of 01\/2026): Task (in progress or completed). 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