Artificial Intelligence \/ Data Science<\/h1>\n<\/div>\n<\/div>\n
[\/et_pb_text][\/et_pb_column][\/et_pb_row][et_pb_row _builder_version=“4.16″ _module_preset=“default“ custom_padding=“0px||0px|||“ global_colors_info=“{}“][et_pb_column type=“4_4″ _builder_version=“4.16″ _module_preset=“default“ global_colors_info=“{}“][et_pb_text _builder_version=“4.19.1″ _module_preset=“default“ text_font=“Istok Web||||||||“ text_text_color=“#ffffff“ text_font_size=“16px“ header_font=“Istok Web|700|||||||“ header_text_color=“#ffffff“ header_font_size=“50px“ header_line_height=“1.2em“ header_2_text_color=“#FFFFFF“ header_2_line_height=“1.2em“ custom_padding=“20px|20px|20px|20px|false|false“ custom_padding_tablet=““ custom_padding_phone=“20px|0px|20px|0px|false|true“ custom_padding_last_edited=“on|phone“ text_font_size_tablet=““ text_font_size_phone=“15px“ text_font_size_last_edited=“on|phone“ global_colors_info=“{}“]<\/p>\n
Artificial Intelligence \/ Data Science has been identified as a new scientific competence field for the Science Master Plan. Learning systems are becoming the driver of digitization in business and society everywhere today. They permeate all areas of the working world and everyday life. Robots, assistance and software systems are already working on complex problems. In Dortmund, scientists are researching both technical improvements and algorithms to improve production processes, for example, and the interface between humans and machines.<\/p>\n
[\/et_pb_text][et_pb_image src=“https:\/\/masterplan-wissenschaft.de\/wp-content\/uploads\/2021\/02\/NAO-vor-EFS42_2-Foto-FH-Dortmund_Volker-Wiciok.jpg-scaled.jpg“ title_text=“NAO vor EFS42_2 Foto FH Dortmund_Volker Wiciok.jpg“ _builder_version=“4.16″ _module_preset=“default“ max_width=“90%“ module_alignment=“center“ custom_padding=“|20px||20px|false|true“ custom_padding_tablet=““ custom_padding_phone=“|0px||0px|false|true“ custom_padding_last_edited=“on|phone“ border_radii=“on|15px|15px|15px|15px“ global_colors_info=“{}“][\/et_pb_image][et_pb_text _builder_version=“4.19.1″ _module_preset=“default“ text_font=“Istok Web||||||||“ text_text_color=“#ffffff“ text_font_size=“16px“ header_font=“Istok Web|700|||||||“ header_text_color=“#ffffff“ header_font_size=“50px“ header_line_height=“1.2em“ header_2_text_color=“#FFFFFF“ header_2_line_height=“1.2em“ custom_padding=“1px|20px|20px|20px|false|false“ custom_padding_tablet=““ custom_padding_phone=“20px|0px|20px|0px|false|true“ custom_padding_last_edited=“on|phone“ text_font_size_tablet=““ text_font_size_phone=“15px“ text_font_size_last_edited=“on|phone“ global_colors_info=“{}“]<\/p>\n
Source: FH Dortmund\/Volker Wiciok<\/span><\/p>\n \n \n [\/et_pb_text][\/et_pb_column][\/et_pb_row][et_pb_row disabled_on=“off|off|off“ _builder_version=“4.16″ _module_preset=“default“ custom_margin=“0px||||false|false“ custom_padding=“0px|||||“ global_colors_info=“{}“][et_pb_column type=“4_4″ _builder_version=“4.16″ _module_preset=“default“ global_colors_info=“{}“][et_pb_toggle title=“TU Dortmund University“ open_toggle_text_color=“#FFFFFF“ open_toggle_background_color=“#666666″ closed_toggle_text_color=“#FFFFFF“ closed_toggle_background_color=“#666666″ icon_color=“#FFFFFF“ open_icon_color=“#FFFFFF“ _builder_version=“4.19.1″ _module_preset=“default“ title_text_color=“#FFFFFF“ title_font=“|700|||||||“ title_font_size=“20px“ body_text_color=“#FFFFFF“ body_font_size=“16px“ body_line_height=“1.4em“ custom_margin=“||23px|||“ custom_padding=“20px|||||“ title_font_size_tablet=““ title_font_size_phone=“17px“ title_font_size_last_edited=“on|phone“ title_line_height_tablet=““ title_line_height_phone=“1.2em“ title_line_height_last_edited=“on|phone“ body_font_size_tablet=““ body_font_size_phone=“15px“ body_font_size_last_edited=“on|phone“ border_radii=“on|10px|10px|10px|10px“ border_width_all=“0px“ global_colors_info=“{}“]<\/p>\n Dortmund has a long-standing reputation for Data Science since it was the first university in Germany to establish a degree program in statistics. The Dortmund Data Science Center (DoDSc<\/a>) bundles methods from statistics, computer science and mathematics in interaction with the sciences of physics, chemistry and chemical biology as well as with journalism. This provides an umbrella within the TU Dortmund University<\/a> for interdisciplinary exchange on research, teaching and transfer. This provides an excellent framework for cooperation with other universities and institutes.<\/p>\n Artificial intelligence (AI) also has a long tradition at the TU Dortmund University. A corresponding chair was established as early as 1991. Even then, machine learning was recognized here as the key discipline of AI. The startup RapidMiner was born there and the system of the same name is continuously in the leading quadrant of the Gartner Group.<\/p>\n Meanwhile, capacity in AI has been built: Professorships on Pattern Recognition (Prof. Dr. Gernot A. Fink), Data Mining (Prof. Dr. Erich Schubert), Data Science and Data Engineering (Prof. Dr. Emmanuel M\u00fcller), and Smart City Science (JProf. Dr. Thomas Liebig) will soon be complemented by an endowed professorship on machine learning in industrial applications, established by KION Group AG, a provider of forklift trucks, warehouse technology and related services, and supply chain solutions. In the Faculty of Statistics, the professorships on Statistical Methods for Big Data (Prof. Dr. Andreas Groll) and the professorship on Statistics in Industrial Applications (Prof. Dr. Markus Pauly) endowed by Deutsche Post AG were filled in 2019. Appointment procedures are currently underway for the professorships of Artificial Intelligence (successor Prof. Dr. Katharina Morik) and Computational Statistics (successor Prof. Dr. Claus Weihs).<\/p>\n In the Collaborative Research Center (SFB) 876 <\/a>„Availability of Information through Analysis under Resource Constraints“ brings together Big Data, machine learning and embedded systems. This innovative connection opens up possibilities for real-time processes, such as in firefighting or autonomous sensor-actuator systems. The basic orientation yields reliable statements on the quality of learned models with respect to model quality and resource consumption.<\/p>\n [\/et_pb_toggle][et_pb_toggle title=“Competence Center Machine Learning Rhine-Ruhr (ML2R)“ open_toggle_text_color=“#FFFFFF“ open_toggle_background_color=“#666666″ closed_toggle_text_color=“#FFFFFF“ closed_toggle_background_color=“#666666″ icon_color=“#FFFFFF“ open_icon_color=“#FFFFFF“ _builder_version=“4.19.1″ _module_preset=“default“ title_text_color=“#FFFFFF“ title_font=“|700|||||||“ title_font_size=“20px“ body_text_color=“#FFFFFF“ body_font_size=“16px“ body_line_height=“1.4em“ custom_margin=“||23px|||“ title_font_size_tablet=““ title_font_size_phone=“17px“ title_font_size_last_edited=“on|phone“ title_line_height_tablet=““ title_line_height_phone=“1.2em“ title_line_height_last_edited=“on|phone“ body_font_size_tablet=““ body_font_size_phone=“15px“ body_font_size_last_edited=“on|phone“ border_radii=“on|10px|10px|10px|10px“ border_width_all=“0px“ global_colors_info=“{}“]<\/p>\n With the acquisition of the ML2R<\/a>, the research area of artificial intelligence\/machine learning has been strengthened and gained great supra-regional visibility. The center, which is funded by the German Federal Ministry of Education and Research (BMBF), is one of six nationwide centers for cutting-edge research and transfer in the field of artificial intelligence. Cooperation partners are the Fraunhofer Institute for Intelligent Analysis and Information Systems IAIS in Sankt Augustin, the University of Bonn and the Fraunhofer Institute for Material Flow and Logistics IML in Dortmund. Prof. Dr. Katharina Morik, head of the Chair of Artificial Intelligence at TU Dortmund University, also coordinates all six centers. This is why the Federal Minister of Education and Research, Anja Karliczek, has already visited TU Dortmund University twice.<\/p>\n [\/et_pb_toggle][et_pb_toggle title=“Fachhochschule Dortmund – University of Applied Sciences and Arts“ open_toggle_text_color=“#FFFFFF“ open_toggle_background_color=“#666666″ closed_toggle_text_color=“#FFFFFF“ closed_toggle_background_color=“#666666″ icon_color=“#FFFFFF“ open_icon_color=“#FFFFFF“ _builder_version=“4.19.1″ _module_preset=“default“ title_text_color=“#FFFFFF“ title_font=“|700|||||||“ title_font_size=“20px“ body_text_color=“#FFFFFF“ body_font_size=“16px“ body_line_height=“1.4em“ custom_margin=“||23px|||“ title_font_size_tablet=““ title_font_size_phone=“17px“ title_font_size_last_edited=“on|phone“ title_line_height_tablet=““ title_line_height_phone=“1.2em“ title_line_height_last_edited=“on|phone“ body_font_size_tablet=““ body_font_size_phone=“15px“ body_font_size_last_edited=“on|phone“ border_radii=“on|10px|10px|10px|10px“ border_width_all=“0px“ global_colors_info=“{}“]<\/p>\n At Fachhochschule Dortmund – University of Applied Sciences and Arts<\/a>, too, the subject area of AI represents an important focus in research and teaching. Here, AI methods and applications are considered both from the perspective of the methodological-theoretical fundamentals and from the perspective of application in the most diverse subject areas. Accordingly, the topic of AI is also taken up at various departments.<\/p>\n At the Department of Computer Science, AI is represented by Prof. Dr. Sebastian Bab, Prof. Dr. Britta B\u00f6ckmann, Prof. Dr. Christoph Friedrich and Prof. Dr. Sabine Sachweh. Prof. Dr. Bab (Chair of Applied Logics and Artificial Intelligence) is especially dedicated to classical, symbolic AI and its relation to logic up to the topics of machine learning and natural language processing. Prof. Dr. B\u00f6ckmann and Prof. Dr. Friedrich are dedicated to the application of AI and machine learning methods in the field of (bio)medical informatics, among others in the DFG-funded research training group WisPerMed. Prof. Dr. Sachweh at the Institute for the Digitization of Work and Living Environments (IDiAL) also considers ethical aspects of the application of AI in particular.<\/p>\n At the Department of Information Technology, AI is represented in the profile focus Intelligent Information and Communication Systems and at the Institute of Communication Technology by Prof. Dr. Ingo Kunold (Communication Technology and Digital Signal Processing) and Prof. Dr. Hendrik W\u00f6hrle (Intelligent Autonomous Sensor and Actuator Systems). AI methods and technologies are considered in particular in the context of communication technology and the Internet of Things with the areas of Smart Systems, Smart Energy and Smart Homes\/-Buildings and Cities. Another focus is the use and application of real-time AI technologies on embedded systems and the development of efficient hardware for machine learning. Prof. Dr. J\u00f6rg Thiem and Prof. Dr. Andreas Becker deal with the use of AI in robotics and automotive. Another research area is the application of AI in the field of biomedical engineering, which is represented by Prof. Dr. Sebastian Zaunseder and Natalie Mrachacz-Kersting.<\/p>\n In the Department of Electrical Engineering, the teaching area of Prof. Dr. Kai Luppa is software development, energy automation and network management. Here, among other things, work is done on the topics of data analysis and AI for future control systems in the energy industry. Efficient microelectronic systems for AI and sensor data analysis using machine learning methods are developed by Prof. Dr. Michael Karagounis. In addition to the technical aspects of AI, societal impacts are also playing an increasingly important role. In this regard, Prof. Dr. Claudia Streblow-Poser at the Department of Applied Social Sciences is dealing with the effects of AI on social work and the related ethical issues.<\/p>\n [\/et_pb_toggle][et_pb_toggle title=“Fraunhofer Institute for Material Flow and Logistics IML“ open_toggle_text_color=“#FFFFFF“ open_toggle_background_color=“#666666″ closed_toggle_text_color=“#FFFFFF“ closed_toggle_background_color=“#666666″ icon_color=“#FFFFFF“ open_icon_color=“#FFFFFF“ _builder_version=“4.19.1″ _module_preset=“default“ title_text_color=“#FFFFFF“ title_font=“|700|||||||“ title_font_size=“20px“ body_text_color=“#FFFFFF“ body_font_size=“16px“ body_line_height=“1.4em“ custom_margin=“||23px|||“ title_font_size_tablet=““ title_font_size_phone=“17px“ title_font_size_last_edited=“on|phone“ title_line_height_tablet=““ title_line_height_phone=“1.2em“ title_line_height_last_edited=“on|phone“ body_font_size_tablet=““ body_font_size_phone=“15px“ body_font_size_last_edited=“on|phone“ border_radii=“on|10px|10px|10px|10px“ border_width_all=“0px“ global_colors_info=“{}“]<\/p>\n Fraunhofer IML<\/a> conducts research on AI topics in a number of projects funded by the German federal and state governments. These include the BMBF-funded competence center „Machine Learning Rhine-Ruhr“ (ML2R, see above) and the research project „ai arena“ for the establishment of a practice-oriented AI laboratory for interdisciplinary and collaborative research on machine learning for robot swarms, the BMVI-funded project on the Silicon Economy, which aims to establish an infrastructure for AI-driven autonomous systems and processes of tomorrow’s logistics, the BMWi-funded Mittelstand 4. 0 competence center „Digital in NRW“, which transfers AI know-how to SMEs by means of AI trainers, and the logistics and IT performance center funded by the MKW NRW, which connects Dortmund AI researchers in its „Machine Learning Research Clan“ in a cross-institutional and purpose-oriented manner. Fraunhofer IML cooperates intensively with local research partners in the fields of AI \/ data science and logistics (TU Dortmund University, chairs of the faculties of mechanical engineering, computer science, statistics, electrical engineering and information technology; IfADo; Max Planck Institute for Security and Privacy) as well as international institutions (e.g. TNO, TKI DINALOG, Georgia Tech Atlanta).<\/p>\n AI research at Fraunhofer IML is also broadly positioned in the area of industrial contract research – from research and training of autonomous systems in general (e.g. by means of reinforcement learning) and the development of autonomous transport robots such as LoadRunner\u00ae in particular, to diverse tasks in the area of computer vision (e.g. for counting or (quality) control). This includes, for example, the counting or (quality) measurement of logistical objects, resources, or documents, the development of AI-based assistance systems for the optimization of supply chains (e.g., for the creation of demand forecasts), and topics related to the planning and operation of logistical networks (e.g., route analyses or forecasts of arrival times).<\/p>\n [\/et_pb_toggle][et_pb_toggle title=“Federal Institute for Occupational Safety and Health (BAuA)“ open_toggle_text_color=“#FFFFFF“ open_toggle_background_color=“#666666″ closed_toggle_text_color=“#FFFFFF“ closed_toggle_background_color=“#666666″ icon_color=“#FFFFFF“ open_icon_color=“#FFFFFF“ _builder_version=“4.19.1″ _module_preset=“default“ title_text_color=“#FFFFFF“ title_font=“|700|||||||“ title_font_size=“20px“ body_text_color=“#FFFFFF“ body_font_size=“16px“ body_line_height=“1.4em“ custom_margin=“||23px|||“ title_font_size_tablet=““ title_font_size_phone=“17px“ title_font_size_last_edited=“on|phone“ title_line_height_tablet=““ title_line_height_phone=“1.2em“ title_line_height_last_edited=“on|phone“ body_font_size_tablet=““ body_font_size_phone=“15px“ body_font_size_last_edited=“on|phone“ border_radii=“on|10px|10px|10px|10px“ border_width_all=“0px“ global_colors_info=“{}“]<\/p>\n At BAuA<\/a>, AI is considered both as a tool for designing safe and healthy work, but also as a component to be safeguarded in products and work systems. For example, text analysis AI is being developed to detect potentially hazardous products. In another project, the impact of AI use in cyber-physical systems on risk analysis processes is being investigated together with corresponding adaptation options.<\/p>\n [\/et_pb_toggle][et_pb_toggle title=“City of Dortmund \/ Master Plan Digital Education“ open_toggle_text_color=“#FFFFFF“ open_toggle_background_color=“#666666″ closed_toggle_text_color=“#FFFFFF“ closed_toggle_background_color=“#666666″ icon_color=“#FFFFFF“ open_icon_color=“#FFFFFF“ _builder_version=“4.19.1″ _module_preset=“default“ title_text_color=“#FFFFFF“ title_font=“|700|||||||“ title_font_size=“20px“ body_text_color=“#FFFFFF“ body_font_size=“16px“ body_line_height=“1.4em“ custom_margin=“||23px|||“ title_font_size_tablet=““ title_font_size_phone=“17px“ title_font_size_last_edited=“on|phone“ title_line_height_tablet=““ title_line_height_phone=“1.2em“ title_line_height_last_edited=“on|phone“ body_font_size_tablet=““ body_font_size_phone=“15px“ body_font_size_last_edited=“on|phone“ border_radii=“on|10px|10px|10px|10px“ border_width_all=“0px“ global_colors_info=“{}“]<\/p>\n With the Master Plan Digital Education, the city of Dortmund is also taking a look at the topic of AI, e.g. in relation to vocational training, but also for the general school sector. Imparting knowledge about AI at an early stage and promoting interest among learners form the basis for producing more talent for Dortmund as a business and technology location in the future. In educational institutions, AI becomes a means and an object of learning. This is supported by the Media Competence Framework NRW, which is mandatory for schools to apply.<\/p>\n [\/et_pb_toggle][et_pb_toggle title=“City of Dortmund \/ Institute for Fire and Rescue Technology (IFR)“ open_toggle_text_color=“#FFFFFF“ open_toggle_background_color=“#666666″ closed_toggle_text_color=“#FFFFFF“ closed_toggle_background_color=“#666666″ icon_color=“#FFFFFF“ open_icon_color=“#FFFFFF“ _builder_version=“4.19.1″ _module_preset=“default“ title_text_color=“#FFFFFF“ title_font=“|700|||||||“ title_font_size=“20px“ body_text_color=“#FFFFFF“ body_font_size=“16px“ body_line_height=“1.4em“ custom_margin=“||23px|||“ title_font_size_tablet=““ title_font_size_phone=“17px“ title_font_size_last_edited=“on|phone“ title_line_height_tablet=““ title_line_height_phone=“1.2em“ title_line_height_last_edited=“on|phone“ body_font_size_tablet=““ body_font_size_phone=“15px“ body_font_size_last_edited=“on|phone“ border_radii=“on|10px|10px|10px|10px“ border_width_all=“0px“ global_colors_info=“{}“]<\/p>\n One field of application is offered by research at the IFR<\/a> of the City of Dortmund. Here, new technologies and concepts for fire protection, rescue services and civil protection and disaster management are tested. One example of this is the research project led by the IFR with a focus on establishing a German Rescue Robotics Center (A-DRZ), which is funded by the BMBF. In a so-called „Living Lab“, end users (= non-police authorities and organizations with security tasks, BOS), research and industry jointly test the developed systems for their operational suitability. AI is seen and researched here as an important factor for supporting process flows in logistics, situational awareness, mission support, as well as for automating robot operations and for training.<\/p>\n [\/et_pb_toggle][et_pb_toggle title=“Max Planck Institute %22Cybersecurity and Safety%22″ open_toggle_text_color=“#FFFFFF“ open_toggle_background_color=“#666666″ closed_toggle_text_color=“#FFFFFF“ closed_toggle_background_color=“#666666″ icon_color=“#FFFFFF“ open_icon_color=“#FFFFFF“ _builder_version=“4.19.1″ _module_preset=“default“ title_text_color=“#FFFFFF“ title_font=“|700|||||||“ title_font_size=“20px“ body_text_color=“#FFFFFF“ body_font_size=“16px“ body_line_height=“1.4em“ custom_margin=“||23px|||“ title_font_size_tablet=““ title_font_size_phone=“17px“ title_font_size_last_edited=“on|phone“ title_line_height_tablet=““ title_line_height_phone=“1.2em“ title_line_height_last_edited=“on|phone“ body_font_size_tablet=““ body_font_size_phone=“15px“ body_font_size_last_edited=“on|phone“ border_radii=“on|10px|10px|10px|10px“ border_width_all=“0px“ global_colors_info=“{}“]<\/p>\n The Max Planck Institute „Cybersecurity and Safety“ is jointly supported by the Ruhr University Bochum and the TU Dortmund University. Synergies with the study of trustworthy AI, machine learning as well as occupational safety (BAuA) are long-term.<\/p>\n [\/et_pb_toggle][\/et_pb_column][\/et_pb_row][et_pb_row custom_padding_last_edited=“on|phone“ disabled_on=“off|off|off“ _builder_version=“4.16″ _module_preset=“default“ custom_margin=“0px||||false|false“ custom_padding=“0px|20px||20px|false|true“ custom_padding_tablet=““ custom_padding_phone=“|0px||0px|false|true“ global_colors_info=“{}“][et_pb_column type=“4_4″ _builder_version=“4.16″ _module_preset=“default“ global_colors_info=“{}“][et_pb_video src=“https:\/\/masterplan-wissenschaft.de\/wp-content\/uploads\/2021\/02\/kompetenzfeld-ki.mp4″ _builder_version=“4.16″ _module_preset=“default“ custom_margin_phone=“||||false|true“ custom_margin_last_edited=“off|phone“ global_colors_info=“{}“][\/et_pb_video][et_pb_text _builder_version=“4.19.1″ _module_preset=“default“ text_text_color=“#FFFFFF“ text_font_size=“16px“ custom_margin=“20px||||false|false“ custom_padding=“||||false|false“ global_colors_info=“{}“]<\/p>\n In November 2020, the 4th Dortmund Science Conference<\/a> was held digitally for the first time. The guiding theme of the conference was Artificial Intelligence.<\/p>\n [\/et_pb_text][\/et_pb_column][\/et_pb_row][et_pb_row _builder_version=“4.16″ _module_preset=“default“ min_height=“477px“ custom_margin=“|auto|-28px|auto||“ custom_padding=“0px|||||“ global_colors_info=“{}“][et_pb_column type=“4_4″ _builder_version=“4.16″ _module_preset=“default“ global_colors_info=“{}“][et_pb_text _builder_version=“4.19.1″ _module_preset=“default“ text_font=“Istok Web||||||||“ text_text_color=“#ffffff“ text_font_size=“16px“ header_font=“Istok Web|700|||||||“ header_text_color=“#ffffff“ header_font_size=“50px“ header_line_height=“1.2em“ header_2_text_color=“#FFFFFF“ header_2_line_height=“1.2em“ header_3_font=“|600|||||||“ header_3_text_color=“#FFFFFF“ custom_padding=“20px|20px|20px|20px|false|false“ custom_padding_tablet=““ custom_padding_phone=“20px|0px|20px|0px|false|true“ custom_padding_last_edited=“on|phone“ text_font_size_tablet=““ text_font_size_phone=“15px“ text_font_size_last_edited=“on|phone“ global_colors_info=“{}“]<\/p>\n The research field of artificial intelligence is interwoven with several other scientific research and competence fields in an interdisciplinary manner. For example, there is a long-standing, fruitful collaboration with the scientific competence field of logistics. There is also great potential in the combination with other fields, especially biotechnology, which will be used even more systematically in the future.<\/p>\n In addition, the Dortmund environment is the ideal place for the interaction of industry and innovation. The research and training side is completed by companies such as Wilo and by institutes such as the Leibniz Institute for Analytical Sciences – ISAS<\/a> – e.V., the Leibniz Institute for Labor Research at the TU Dortmund University (IfADo<\/a>) and the Social Research Center Dortmund (sfs<\/a>).<\/p>\n Initially, the cooperation in the scientific competence field of AI \/ Data Science is to be expanded and consolidated, structures of cooperation are to be defined, common topics and further actors are to be identified.<\/p>\n For the first joint projects, the participants have agreed on the following main topics, which will be worked on in sub-working groups:<\/p>\n [\/et_pb_text][\/et_pb_column][\/et_pb_row][et_pb_row _builder_version=“4.16″ _module_preset=“default“ custom_padding=“0px||0px||false|false“ global_colors_info=“{}“][et_pb_column type=“4_4″ _builder_version=“4.16″ _module_preset=“default“ global_colors_info=“{}“][et_pb_text _builder_version=“4.19.1″ _module_preset=“default“ text_font=“Istok Web||||||||“ text_text_color=“#ffffff“ text_font_size=“16px“ header_font=“Istok Web|700|||||||“ header_text_color=“#ffffff“ header_font_size=“50px“ header_line_height=“1.2em“ header_2_text_color=“#FFFFFF“ header_2_line_height=“1.2em“ header_3_font=“|600|||||||“ header_3_text_color=“#FFFFFF“ min_height=“47px“ custom_padding=“0px|20px|0px|20px|false|false“ custom_padding_tablet=““ custom_padding_phone=“0px|0px|0px|0px|false|true“ custom_padding_last_edited=“on|phone“ hover_enabled=“0″ text_font_size_tablet=““ text_font_size_phone=“15px“ text_font_size_last_edited=“on|phone“ global_colors_info=“{}“ sticky_enabled=“0″]<\/p>\n [\/et_pb_text][\/et_pb_column][\/et_pb_row][et_pb_row column_structure=“1_2,1_2″ _builder_version=“4.16″ _module_preset=“default“ custom_padding=“0px||||false|false“ global_colors_info=“{}“][et_pb_column type=“1_2″ _builder_version=“4.16″ _module_preset=“default“ global_colors_info=“{}“][et_pb_text _builder_version=“4.19.1″ _module_preset=“default“ text_font=“Istok Web||||||||“ text_text_color=“#ffffff“ text_font_size=“16px“ header_font=“Istok Web|700|||||||“ header_text_color=“#ffffff“ header_font_size=“50px“ header_line_height=“1.2em“ header_2_text_color=“#FFFFFF“ header_2_line_height=“1.2em“ header_3_font=“|600|||||||“ header_3_text_color=“#FFFFFF“ custom_padding=“0px|20px|0px|20px|false|false“ custom_padding_tablet=““ custom_padding_phone=“0px|0px|0px|0px|false|true“ custom_padding_last_edited=“on|phone“ hover_enabled=“0″ text_font_size_tablet=““ text_font_size_phone=“15px“ text_font_size_last_edited=“on|phone“ ul_font_size_tablet=““ ul_font_size_phone=“15px“ ul_font_size_last_edited=“on|phone“ global_colors_info=“{}“ sticky_enabled=“0″]<\/p>\n Federal Institute for Occupational Safety and Health (BAuA)<\/a><\/p>\n<\/li>\n Fachhochschule Dortmund – University of Applied Sciences and Arts<\/a><\/p>\n<\/li>\n [\/et_pb_text][et_pb_text _builder_version=“4.19.1″ _module_preset=“default“ text_font=“Istok Web||||||||“ text_text_color=“#ffffff“ text_font_size=“16px“ header_font=“Istok Web|700|||||||“ header_text_color=“#ffffff“ header_font_size=“50px“ header_line_height=“1.2em“ header_2_text_color=“#FFFFFF“ header_2_line_height=“1.2em“ header_3_font=“|600|||||||“ header_3_text_color=“#FFFFFF“ custom_padding=“0px|20px|0px|20px|false|false“ custom_padding_tablet=““ custom_padding_phone=“0px|0px|0px|0px|false|true“ custom_padding_last_edited=“on|phone“ hover_enabled=“0″ text_font_size_tablet=““ text_font_size_phone=“15px“ text_font_size_last_edited=“on|phone“ ul_font_size_tablet=““ ul_font_size_phone=“15px“ ul_font_size_last_edited=“on|phone“ global_colors_info=“{}“ sticky_enabled=“0″]<\/p>\n Project profiles (in German):<\/b><\/p>\n \n [\/et_pb_text][\/et_pb_column][et_pb_column type=“1_2″ _builder_version=“4.16″ _module_preset=“default“ global_colors_info=“{}“][et_pb_text _builder_version=“4.19.1″ _module_preset=“default“ hover_enabled=“0″ sticky_enabled=“0″]<\/p>\n Speaker:<\/strong><\/span><\/p>\n Prof. Dr. Emmanuel M\u00fcller (TU Dortmund University)<\/span><\/p>\n [\/et_pb_text][\/et_pb_column][\/et_pb_row][\/et_pb_section]<\/p>\n","protected":false},"excerpt":{"rendered":" Artificial Intelligence \/ Data Science Artificial Intelligence \/ Data Science has been identified as a new scientific competence field for the Science Master Plan. Learning systems are becoming the driver of digitization in business and society everywhere today. They permeate all areas of the working world and everyday life. Robots, assistance and software systems are […]<\/p>\n","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_et_pb_use_builder":"on","_et_pb_old_content":" [et_pb_section fb_built=\"1\" module_id=\"wissenswirtschaft\" _builder_version=\"4.8.2\" _module_preset=\"default\" background_color=\"#000000\" use_background_color_gradient=\"on\" background_color_gradient_start=\"rgba(0,19,46,0.85)\" background_color_gradient_end=\"rgba(0,19,46,0.85)\" background_color_gradient_overlays_image=\"on\" background_image=\"https:\/\/masterplan-wissenschaft.de\/wp-content\/uploads\/2021\/02\/Stadt-Dortmund_Atomgrafik_v2_2021_lay1_freigest_randlos.png\" background_size=\"initial\" background_position=\"center_right\" custom_padding=\"130px||||false|false\"][et_pb_row _builder_version=\"4.7.3\" _module_preset=\"default\" custom_padding=\"0px||0px|||\"][et_pb_column type=\"4_4\" _builder_version=\"4.7.3\" _module_preset=\"default\"][et_pb_text _builder_version=\"4.8.2\" _module_preset=\"default\" text_font=\"Istok Web||||||||\" text_text_color=\"#ffffff\" text_font_size=\"16px\" header_font=\"Istok Web|700|||||||\" header_text_color=\"#ffffff\" header_font_size=\"50px\" header_line_height=\"1.2em\" header_2_text_color=\"#FFFFFF\" header_2_line_height=\"1.2em\" header_3_text_color=\"#FFFFFF\" custom_padding=\"0px|20px|0px|20px|false|false\" custom_padding_tablet=\"\" custom_padding_phone=\"0px|0px|0px|0px|false|true\" custom_padding_last_edited=\"on|phone\" header_font_size_tablet=\"70px\" header_font_size_phone=\"28px\" header_font_size_last_edited=\"on|phone\" header_2_font_size=\"50px\" header_3_font_size=\"50px\" header_4_font_size=\"50px\" header_5_font_size=\"50px\" header_6_font_size=\"50px\" header_2_font_size_tablet=\"70px\" header_3_font_size_tablet=\"70px\" header_4_font_size_tablet=\"70px\" header_5_font_size_tablet=\"70px\" header_6_font_size_tablet=\"70px\" header_2_font_size_phone=\"28px\" header_3_font_size_phone=\"28px\" header_4_font_size_phone=\"28px\" header_5_font_size_phone=\"28px\" header_6_font_size_phone=\"28px\" header_2_font_size_last_edited=\"on|phone\" header_3_font_size_last_edited=\"on|phone\" header_4_font_size_last_edited=\"on|phone\" header_5_font_size_last_edited=\"on|phone\" header_6_font_size_last_edited=\"on|phone\"]<\/p> [\/et_pb_text][\/et_pb_column][\/et_pb_row][et_pb_row _builder_version=\"4.7.3\" _module_preset=\"default\" custom_padding=\"0px||0px|||\"][et_pb_column type=\"4_4\" _builder_version=\"4.7.3\" _module_preset=\"default\"][et_pb_text _builder_version=\"4.8.2\" _module_preset=\"default\" text_font=\"Istok Web||||||||\" text_text_color=\"#ffffff\" text_font_size=\"16px\" header_font=\"Istok Web|700|||||||\" header_text_color=\"#ffffff\" header_font_size=\"50px\" header_line_height=\"1.2em\" header_2_text_color=\"#FFFFFF\" header_2_line_height=\"1.2em\" custom_padding=\"20px|20px|20px|20px|false|false\" custom_padding_tablet=\"\" custom_padding_phone=\"20px|0px|20px|0px|false|true\" custom_padding_last_edited=\"on|phone\" text_font_size_tablet=\"\" text_font_size_phone=\"15px\" text_font_size_last_edited=\"on|phone\"]<\/p> Als eines von zwei Forschungsfeldern wurde K\u00fcnstliche Intelligenz \/ Data Science als neues wissenschaftliches Kompetenzfeld f\u00fcr den Masterplan Wissenschaft 2.0 identifiziert. Lernende Systeme werden heute \u00fcberall zum Treiber der Digitalisierung in Wirtschaft und Gesellschaft. Sie durchdringen s\u00e4mtliche Bereiche in Arbeitswelt und Alltag. Bereits heute bearbeiten Roboter, Assistenz- und Softwaresysteme komplexe Probleme. In Dortmund forschen Wissenschaftler*innen sowohl an technischen Verbesserungen und Algorithmen, um z.B. Produktionsabl\u00e4ufe zu verbessern, als auch an der Schnittstelle zwischen Mensch und Maschine.<\/p> [\/et_pb_text][et_pb_image src=\"https:\/\/masterplan-wissenschaft.de\/wp-content\/uploads\/2021\/02\/NAO-vor-EFS42_2-Foto-FH-Dortmund_Volker-Wiciok.jpg-scaled.jpg\" title_text=\"NAO vor EFS42_2 Foto FH Dortmund_Volker Wiciok.jpg\" _builder_version=\"4.8.2\" _module_preset=\"default\" max_width=\"90%\" module_alignment=\"center\" custom_padding=\"|20px||20px|false|true\" custom_padding_tablet=\"\" custom_padding_phone=\"|0px||0px|false|true\" custom_padding_last_edited=\"on|phone\" border_radii=\"on|15px|15px|15px|15px\"][\/et_pb_image][et_pb_text _builder_version=\"4.8.2\" _module_preset=\"default\" text_font=\"Istok Web||||||||\" text_text_color=\"#ffffff\" text_font_size=\"16px\" header_font=\"Istok Web|700|||||||\" header_text_color=\"#ffffff\" header_font_size=\"50px\" header_line_height=\"1.2em\" header_2_text_color=\"#FFFFFF\" header_2_line_height=\"1.2em\" custom_padding=\"1px|20px|20px|20px|false|false\" custom_padding_tablet=\"\" custom_padding_phone=\"20px|0px|20px|0px|false|true\" custom_padding_last_edited=\"on|phone\" text_font_size_tablet=\"\" text_font_size_phone=\"15px\" text_font_size_last_edited=\"on|phone\"]<\/p> Bild: FH Dortmund\/Volker Wiciok<\/span><\/p> \u00a0<\/p> \u00a0<\/p> Folgende Einrichtungen und Akteur*innen in Dortmund sind in diesem Feld aktiv:<\/strong><\/span><\/p> [\/et_pb_text][\/et_pb_column][\/et_pb_row][et_pb_row disabled_on=\"off|off|off\" _builder_version=\"4.8.2\" _module_preset=\"default\" custom_margin=\"0px||||false|false\" custom_padding=\"0px|||||\"][et_pb_column type=\"4_4\" _builder_version=\"4.7.3\" _module_preset=\"default\"][et_pb_toggle title=\"Technische Universit\u00e4t Dortmund\" open_toggle_text_color=\"#FFFFFF\" open_toggle_background_color=\"#666666\" closed_toggle_text_color=\"#FFFFFF\" closed_toggle_background_color=\"#666666\" icon_color=\"#FFFFFF\" _builder_version=\"4.8.2\" _module_preset=\"default\" title_text_color=\"#FFFFFF\" title_font=\"|700|||||||\" title_font_size=\"20px\" body_text_color=\"#FFFFFF\" body_font_size=\"16px\" body_line_height=\"1.4em\" custom_margin=\"||23px|||\" custom_padding=\"20px|||||\" title_font_size_tablet=\"\" title_font_size_phone=\"17px\" title_font_size_last_edited=\"on|phone\" title_line_height_tablet=\"\" title_line_height_phone=\"1.2em\" title_line_height_last_edited=\"on|phone\" body_font_size_tablet=\"\" body_font_size_phone=\"15px\" body_font_size_last_edited=\"on|phone\" border_radii=\"on|10px|10px|10px|10px\" border_width_all=\"0px\"]<\/p> Dortmund ist f\u00fcr Data Science bekannt, seit es daf\u00fcr als erste Universit\u00e4t Deutschlands einen Studiengang in der Statistik eingerichtet hat. Das Dortmund Data Science Center (DoDSc<\/a>) b\u00fcndelt Methoden aus Statistik, Informatik, Mathematik in Interaktion mit den Wissenschaften Physik, Chemie und Chemische Biologie sowie mit der Journalistik. So ist innerhalb der TU Dortmund<\/a> ein Dach gegeben f\u00fcr den interdisziplin\u00e4ren Austausch zu Forschung, Lehre und Transfer. F\u00fcr die Zusammenarbeit mit anderen Hochschulen und Instituten bietet sich hier ein hervorragend geeigneter Rahmen.<\/p> Auch die K\u00fcnstliche Intelligenz (KI) hat Tradition an der TU Dortmund. Schon 1991 wurde ein entsprechender Lehrstuhl eingerichtet. Bereits damals wurde hier das maschinelle Lernen als die Schl\u00fcsseldisziplin der KI erkannt. Das Startup RapidMiner ist dort entstanden und das gleichnamige System ist fortw\u00e4hrend im f\u00fchrenden Quadranten der Gartner Group.<\/p> Inzwischen wurde die Kapazit\u00e4t im Bereich der KI ausgebaut: Professuren zur Mustererkennung (Prof. Dr. Gernot A. Fink), Data Mining (Prof. Dr. Erich Schubert), Data Science and Data Engineering (Prof. Dr. Emmanuel M\u00fcller), sowie Smart City Science (JProf. Dr. Thomas Liebig) werden demn\u00e4chst durch eine Stiftungsprofessur zu maschinellem Lernen in industriellen Anwendungen erg\u00e4nzt, die von der KION Group AG, einem Anbieter von Gabelstablern, Lagertechnik und verbundenen Dienstleistungen sowie Lieferketten-L\u00f6sungen, eingerichtet wird. In der Fakult\u00e4t f\u00fcr Statistik wurden 2019 die Professuren zu Statistischen Methoden f\u00fcr Big Data (Prof. Dr. Andreas Groll) sowie die von der Deutschen Post AG gestiftete Professur zu Statistik in industriellen Anwendungen (Prof. Dr. Markus Pauly) besetzt. F\u00fcr die Professuren f\u00fcr K\u00fcnstliche Intelligenz (Nachfolge Prof. Dr. Katharina Morik) sowie Computergest\u00fctzte Statistik (Nachfolge Prof. Dr. Claus Weihs) laufen aktuell Berufungsverfahren.<\/p> Im Sonderforschungsbereichen (SFB) 876<\/b><\/a> \u201eVerf\u00fcgbarkeit von Information durch Analyse unter Ressourcenbeschr\u00e4nkung\u201c bringt Big Data, maschinelles Lernen und eingebettete Systeme zusammen. Dieser innovative Zusammenhang er\u00f6ffnet M\u00f6glichkeiten f\u00fcr die realzeitlichen Prozesse, wie z.B. bei der Feuerwehr oder autonomen Sensor-Aktorsystemen. Die Grundlagenorientierung ergibt zuverl\u00e4ssige Aussagen zur Qualit\u00e4t gelernter Modelle im Hinblick auf Qualit\u00e4t des Modells und Ressourcenverbrauch.<\/p> [\/et_pb_toggle][et_pb_toggle title=\"Kompetenzzentrums Maschinelles Lernen Rhein-Ruhr (ML2R)\" open_toggle_text_color=\"#FFFFFF\" open_toggle_background_color=\"#666666\" closed_toggle_text_color=\"#FFFFFF\" closed_toggle_background_color=\"#666666\" icon_color=\"#FFFFFF\" _builder_version=\"4.8.2\" _module_preset=\"default\" title_text_color=\"#FFFFFF\" title_font=\"|700|||||||\" title_font_size=\"20px\" body_text_color=\"#FFFFFF\" body_font_size=\"16px\" body_line_height=\"1.4em\" custom_margin=\"||23px|||\" title_font_size_tablet=\"\" title_font_size_phone=\"17px\" title_font_size_last_edited=\"on|phone\" title_line_height_tablet=\"\" title_line_height_phone=\"1.2em\" title_line_height_last_edited=\"on|phone\" body_font_size_tablet=\"\" body_font_size_phone=\"15px\" body_font_size_last_edited=\"on|phone\" border_radii=\"on|10px|10px|10px|10px\" border_width_all=\"0px\"]<\/p> Mit der Einwerbung des ML2R<\/a> hat der Forschungsbereich K\u00fcnstliche Intelligenz\/Maschinelles Lernen eine St\u00e4rkung erfahren und gro\u00dfe \u00fcberregionale Sichtbarkeit erlangt. Das Zentrum, das vom Bundesministerium f\u00fcr Bildung und Forschung (BMBF) gef\u00f6rdert wird, ist eines von sechs bundesweiten Zentren f\u00fcr Spitzenforschung und Transfer im Bereich der K\u00fcnstlichen Intelligenz. Kooperationspartner sind das Fraunhofer-Institut f\u00fcr Intelligente Analyse- und Informationssysteme IAIS in Sankt Augustin, die Universit\u00e4t Bonn sowie das Fraunhofer-Institut f\u00fcr Materialfluss und Logistik IML in Dortmund. Prof. Dr. Katharina Morik, Leiterin des Lehrstuhls f\u00fcr K\u00fcnstliche Intelligenz an der TU Dortmund, koordiniert zudem alle sechs Zentren. Schon zwei Mal besuchte deshalb die Bundesministerin f\u00fcr Bildung und Forschung, Anja Karliczek, die TU Dortmund.<\/p> [\/et_pb_toggle][et_pb_toggle title=\"Fachhochschule Dortmund \" open_toggle_text_color=\"#FFFFFF\" open_toggle_background_color=\"#666666\" closed_toggle_text_color=\"#FFFFFF\" closed_toggle_background_color=\"#666666\" icon_color=\"#FFFFFF\" _builder_version=\"4.8.2\" _module_preset=\"default\" title_text_color=\"#FFFFFF\" title_font=\"|700|||||||\" title_font_size=\"20px\" body_text_color=\"#FFFFFF\" body_font_size=\"16px\" body_line_height=\"1.4em\" custom_margin=\"||23px|||\" title_font_size_tablet=\"\" title_font_size_phone=\"17px\" title_font_size_last_edited=\"on|phone\" title_line_height_tablet=\"\" title_line_height_phone=\"1.2em\" title_line_height_last_edited=\"on|phone\" body_font_size_tablet=\"\" body_font_size_phone=\"15px\" body_font_size_last_edited=\"on|phone\" border_radii=\"on|10px|10px|10px|10px\" border_width_all=\"0px\"]<\/p> Auch an der FH Dortmund<\/a> stellt das Themenfeld KI einen wichtigen Schwerpunkt in Forschung und Lehre dar. Hierbei werden KI-Methoden und -Anwendungen sowohl aus dem Blickwinkel der methodisch-theoretischen Grundlagen betrachtet als auch aus dem Blickwinkel der Anwendung in den verschiedensten Themenfeldern. Dementsprechend wird das Thema KI auch an verschiedenen Fachbereichen aufgegriffen.<\/p> Am Fachbereich Informatik<\/i> wird KI von Prof. Dr. Sebastian Bab, Prof. Dr. Britta B\u00f6ckmann, Prof. Dr. Christoph Friedrich und Prof. Dr. Sabine Sachweh vertreten. Prof. Dr. Bab (Lehrgebiet Angewandte Logiken und K\u00fcnstliche Intelligenz) widmet sich dabei insbesondere der klassischen, symbolischen KI und deren Bezug zur Logik bis hin zu den Themen des maschinellen Lernens und des Natural Language Processings. Prof. Dr. B\u00f6ckmann und Prof. Dr. Friedrich widmen sich der Anwendung von KI und maschinellen Lernverfahren im Bereich der (Bio-)Medizinischen Informatik, u.a. im DFG-gef\u00f6rderten Graduiertenkolleg WisPerMed. Prof. Dr. Sachweh betrachtet am Institut f\u00fcr die Digitalisierung von Arbeits- und Lebenswelten (IDiAL) insbesondere auch ethische Aspekte der Anwendung von KI.<\/p> Am Fachbereich Informationstechnik<\/i> wird KI im Profilschwerpunkt Intelligente Informations- und Kommunikationssysteme und am Institut f\u00fcr Kommunikationstechnik von Prof. Dr. Ingo Kunold (Kommunikationstechnik und digitale Signalverarbeitung) und Prof. Dr. Hendrik W\u00f6hrle (Intelligente autonome Sensor- und Aktor-Systeme) vertreten. KI-Methoden und -Technologien werden dabei insbesondere im Kontext der Kommunikationstechnik und des Internets der Dinge mit den Bereichen Smart Systems, Smart Energy und Smart Homes\/-Buildings und Cities betrachtet. Ein weiterer Schwerpunkt bildet die Nutzung und Anwendung von realzeitlichen KI-Technologien auf Embedded Systems und die Entwicklung von effizienter Hardware f\u00fcr das maschinelle Lernen. Prof. Dr. J\u00f6rg Thiem und Prof. Dr. Andreas Becker besch\u00e4ftigen sich mit der Nutzung von KI in den Bereichen Robotik und Automotive. Ein weiterer Forschungsbereich ist die Anwendung von KI im Bereich der Biomedizintechnik, welcher von Prof. Dr. Sebastian Zaunseder und Natalie Mrachacz-Kersting vertreten wird.<\/p> Im Fachbereich Elektrotechnik<\/i> ist das Lehrgebiet von Prof. Dr. Kai Luppa die Softwareentwicklung, Energieautomatisierung und Netzf\u00fchrung. Hier wird unter anderem an den Themen Datenanalyse und KI f\u00fcr zuk\u00fcnftige Steuerungssysteme in der Energiewirtschaft gearbeitet. Effiziente mikroelektronische Systeme f\u00fcr KI und Sensordatenanalyse mittels maschineller Lernverfahren werden von Prof. Dr. Michael Karagounis entwickelt. Neben den technischen Aspekten von KI spielen auch gesellschaftliche Auswirkungen eine zunehmend wichtigere Rolle. Hierzu besch\u00e4ftigt sich am Fachbereich Angewandte Sozialwissenschaften<\/i> Prof. Dr. Claudia Streblow-Poser mit den Auswirkungen von KI auf die soziale Arbeit und die damit zusammenh\u00e4ngenden ethischen Fragestellungen.<\/p> [\/et_pb_toggle][et_pb_toggle title=\"Fraunhofer-Institut f\u00fcr Materialfluss und Logistik IML\" open_toggle_text_color=\"#FFFFFF\" open_toggle_background_color=\"#666666\" closed_toggle_text_color=\"#FFFFFF\" closed_toggle_background_color=\"#666666\" icon_color=\"#FFFFFF\" _builder_version=\"4.8.2\" _module_preset=\"default\" title_text_color=\"#FFFFFF\" title_font=\"|700|||||||\" title_font_size=\"20px\" body_text_color=\"#FFFFFF\" body_font_size=\"16px\" body_line_height=\"1.4em\" custom_margin=\"||23px|||\" title_font_size_tablet=\"\" title_font_size_phone=\"17px\" title_font_size_last_edited=\"on|phone\" title_line_height_tablet=\"\" title_line_height_phone=\"1.2em\" title_line_height_last_edited=\"on|phone\" body_font_size_tablet=\"\" body_font_size_phone=\"15px\" body_font_size_last_edited=\"on|phone\" border_radii=\"on|10px|10px|10px|10px\" border_width_all=\"0px\"]<\/p> Das Fraunhofer IML<\/a> forscht in einer Vielzahl von, durch Bund und L\u00e4ndern gef\u00f6rderten, Projekten zu KI-Themen. Hierzu z\u00e4hlen unter anderem das vom BMBF gef\u00f6rderte Kompetenzzentrum \u201eMaschinelles Lernen Rhein-Ruhr\u201c (ML2R, s. o.) und das Forschungsprojekt \u201eai arena\u201c zum Aufbau eines praxisorientierten KI-Labors f\u00fcr die interdisziplin\u00e4re und kollaborative Forschung zu Machine Learning f\u00fcr Roboterschw\u00e4rme, das vom BMVI gef\u00f6rderte Projekt zur Silicon Economy, welches darauf abzielt, eine Infrastruktur f\u00fcr durch KI-gesteuerte autonome Systeme und Prozesse der Logistik von morgen aufzubauen, das durch das BMWi gef\u00f6rderte Mittelstand 4.0-Kompetenzzentrum \u201eDigital in NRW\u201c, welches u. a. mittels KI-Trainern KI-Know-how in KMU transferiert und das vom MKW NRW gef\u00f6rderte Leistungszentrum Logistik und IT, welches in seinem \u201eResearch Clan Maschinelles Lernen\u201c Dortmunder KI-Forscher*innen institutions\u00fcbergreifend und zweckorientiert verbindet. Hierbei kooperiert das Fraunhofer IML jeweils intensiv mit lokalen Forschungspartner*innen der Kompetenzfelder KI \/ Data Science sowie Logistik (TU Dortmund, Lehrst\u00fchle der Fakult\u00e4ten Maschinenbau, Informatik, Statistik, Elektrotechnik und Informationstechnik; IfADo; Max-Planck-Institut f\u00fcr Sicherheit und Schutz der Privatsph\u00e4re) als auch internationalen Einrichtungen (z.B. TNO, TKI DINALOG, Georgia Tech Atlanta).<\/p> Auch im Bereich industrieller Auftragsforschung ist die KI-Forschung am Fraunhofer IML breit aufgestellt \u2013 von der Erforschung und dem Trainieren von autonomen Systemen im Allgemeinen (z.B. mittels Reinforcement Learning) und der Entwicklung autonomer Transportroboter wie LoadRunner\u00ae im Speziellen, zu vielf\u00e4ltigen Aufgabenstellungen im Bereich Computer Vision (z.B. zum Z\u00e4hlen oder (Qualit\u00e4ts-)Messen logistischer Objekte, Ressourcen oder Dokumente), \u00fcber den Aufbau von KI-basierten Assistenzsystemen f\u00fcr die Optimierung von Supply Chains (z.B. zur Erstellung von Bedarfsprognosen) bis hin zu Themen der Planung und des Betriebs von logistischen Netzwerken (z.B. Tourenanalysen oder Prognosen von Ankunftszeiten).<\/p> \u00a0<\/p> [\/et_pb_toggle][et_pb_toggle title=\"Bundesanstalt f\u00fcr Arbeitsschutz und Arbeitsmedizin (BAuA)\" open_toggle_text_color=\"#FFFFFF\" open_toggle_background_color=\"#666666\" closed_toggle_text_color=\"#FFFFFF\" closed_toggle_background_color=\"#666666\" icon_color=\"#FFFFFF\" _builder_version=\"4.8.2\" _module_preset=\"default\" title_text_color=\"#FFFFFF\" title_font=\"|700|||||||\" title_font_size=\"20px\" body_text_color=\"#FFFFFF\" body_font_size=\"16px\" body_line_height=\"1.4em\" custom_margin=\"||23px|||\" title_font_size_tablet=\"\" title_font_size_phone=\"17px\" title_font_size_last_edited=\"on|phone\" title_line_height_tablet=\"\" title_line_height_phone=\"1.2em\" title_line_height_last_edited=\"on|phone\" body_font_size_tablet=\"\" body_font_size_phone=\"15px\" body_font_size_last_edited=\"on|phone\" border_radii=\"on|10px|10px|10px|10px\" border_width_all=\"0px\"]<\/p> An der BAuA<\/a> wird KI sowohl als Werkzeug zur Gestaltung sicherer und gesunder Arbeit betrachtet, aber auch als abzusichernde Komponente in Produkten und Arbeitssystemen. So wird beispielsweise eine Textanalyse-KI entwickelt, um potentiell gef\u00e4hrliche Produkte ausfindig zu machen. In einem anderen Projekt werden die Auswirkungen des KI-Einsatzes in Cyber-Physischen Systemen auf Risikoanalyseprozesse zusammen mit entsprechenden Anpassungsm\u00f6glichkeiten untersucht.<\/p> \u00a0<\/p> [\/et_pb_toggle][et_pb_toggle title=\"Stadt Dortmund \/ Masterplan Digitale Bildung\" open_toggle_text_color=\"#FFFFFF\" open_toggle_background_color=\"#666666\" closed_toggle_text_color=\"#FFFFFF\" closed_toggle_background_color=\"#666666\" icon_color=\"#FFFFFF\" _builder_version=\"4.8.2\" _module_preset=\"default\" title_text_color=\"#FFFFFF\" title_font=\"|700|||||||\" title_font_size=\"20px\" body_text_color=\"#FFFFFF\" body_font_size=\"16px\" body_line_height=\"1.4em\" custom_margin=\"||23px|||\" title_font_size_tablet=\"\" title_font_size_phone=\"17px\" title_font_size_last_edited=\"on|phone\" title_line_height_tablet=\"\" title_line_height_phone=\"1.2em\" title_line_height_last_edited=\"on|phone\" body_font_size_tablet=\"\" body_font_size_phone=\"15px\" body_font_size_last_edited=\"on|phone\" border_radii=\"on|10px|10px|10px|10px\" border_width_all=\"0px\"]<\/p> Mit dem Masterplan Digitale Bildung nimmt die Stadt Dortmund auch die Thematik KI, z.B. in Bezug auf die berufliche Bildung, aber auch f\u00fcr den allgemeinschulischen Bereich in den Blick. Die fr\u00fchzeitige Vermittlung von Wissen \u00fcber KI und die F\u00f6rderung des Interesses bei den Lernenden bilden die Grundlage, um zuk\u00fcnftig mehr Talente f\u00fcr den Wirtschafts- und Technologiestandort Dortmund hervorzubringen. In den Bildungseinrichtungen wird KI zum Mittel und Gegenstand des Lernens. Gest\u00fctzt wird dies durch den verpflichtend von den Schulen anzuwendenden Medienkompetenzrahmen NRW.<\/p> [\/et_pb_toggle][et_pb_toggle title=\"Stadt Dortmund \/ Institut f\u00fcr Feuerwehr- und Rettungstechnologie (IFR)\" open_toggle_text_color=\"#FFFFFF\" open_toggle_background_color=\"#666666\" closed_toggle_text_color=\"#FFFFFF\" closed_toggle_background_color=\"#666666\" icon_color=\"#FFFFFF\" _builder_version=\"4.8.2\" _module_preset=\"default\" title_text_color=\"#FFFFFF\" title_font=\"|700|||||||\" title_font_size=\"20px\" body_text_color=\"#FFFFFF\" body_font_size=\"16px\" body_line_height=\"1.4em\" custom_margin=\"||23px|||\" title_font_size_tablet=\"\" title_font_size_phone=\"17px\" title_font_size_last_edited=\"on|phone\" title_line_height_tablet=\"\" title_line_height_phone=\"1.2em\" title_line_height_last_edited=\"on|phone\" body_font_size_tablet=\"\" body_font_size_phone=\"15px\" body_font_size_last_edited=\"on|phone\" border_radii=\"on|10px|10px|10px|10px\" border_width_all=\"0px\"]<\/p> Ein Anwendungsfeld bietet die Forschung im IFR<\/a> der Stadt Dortmund. Hier werden neue Technologien und Konzepte f\u00fcr Brandschutz, Rettungswesen sowie Bev\u00f6lkerungs- und Katastrophenschutz getestet. Ein Beispiel daf\u00fcr ist das vom IFR geleitete Forschungsprojekt mit Fokus auf den Aufbau eines Deutschen Rettungsrobotik-Zentrums<\/b><\/a> (A-DRZ), das vom BMBF gef\u00f6rdert wird. In einem sogenannten \u201eLiving Lab\u201c erproben Endanwender (= nichtpolizeiliche Beh\u00f6rden und Organisationen mit Sicherheitsaufgaben, BOS), Forschung und Industrie gemeinsam die entwickelten Systeme auf ihre Einsatztauglichkeit. KI wird hier als wichtiger Faktor zur Unterst\u00fctzung von Prozessabl\u00e4ufen der Logistik, der Lageerkennung, der Einsatzunterst\u00fctzung sowie zur Automatisierung von Robotereins\u00e4tzen und zur Schulung angesehen und erforscht.<\/p> \u00a0<\/p> [\/et_pb_toggle][et_pb_toggle title=\"Max-Planck-Institut \u201eCybersecurity and Safety\u201c\" open_toggle_text_color=\"#FFFFFF\" open_toggle_background_color=\"#666666\" closed_toggle_text_color=\"#FFFFFF\" closed_toggle_background_color=\"#666666\" icon_color=\"#FFFFFF\" _builder_version=\"4.8.2\" _module_preset=\"default\" title_text_color=\"#FFFFFF\" title_font=\"|700|||||||\" title_font_size=\"20px\" body_text_color=\"#FFFFFF\" body_font_size=\"16px\" body_line_height=\"1.4em\" custom_margin=\"||23px|||\" title_font_size_tablet=\"\" title_font_size_phone=\"17px\" title_font_size_last_edited=\"on|phone\" title_line_height_tablet=\"\" title_line_height_phone=\"1.2em\" title_line_height_last_edited=\"on|phone\" body_font_size_tablet=\"\" body_font_size_phone=\"15px\" body_font_size_last_edited=\"on|phone\" border_radii=\"on|10px|10px|10px|10px\" border_width_all=\"0px\"]<\/p> Das Max-Planck-Institut \u201eCybersecurity and Safety\u201c wird gemeinsam von der Ruhr-Universit\u00e4t Bochum und der TU Dortmund getragen. Synergien mit der Untersuchung von vertrauensw\u00fcrdiger KI, dem maschinellen Lernen sowie der Arbeitssicherheit (BAuA) sind langfristig angelegt.<\/p> [\/et_pb_toggle][\/et_pb_column][\/et_pb_row][et_pb_row custom_padding_last_edited=\"on|phone\" disabled_on=\"off|off|off\" _builder_version=\"4.8.2\" _module_preset=\"default\" custom_margin=\"0px||||false|false\" custom_padding=\"0px|20px||20px|false|true\" custom_padding_tablet=\"\" custom_padding_phone=\"|0px||0px|false|true\"][et_pb_column type=\"4_4\" _builder_version=\"4.7.3\" _module_preset=\"default\"][et_pb_video src=\"https:\/\/masterplan-wissenschaft.de\/wp-content\/uploads\/2021\/02\/kompetenzfeld-ki.mp4\" _builder_version=\"4.8.2\" _module_preset=\"default\" custom_margin_phone=\"||||false|true\" custom_margin_last_edited=\"off|phone\"][\/et_pb_video][et_pb_text _builder_version=\"4.8.2\" _module_preset=\"default\" text_text_color=\"#FFFFFF\" text_font_size=\"16px\" custom_margin=\"20px||||false|false\" custom_padding=\"||||false|false\"]<\/p> Im November 2020 fand die 4. Dortmunder Wissenschaftskonferenz<\/a> erstmals digital statt. Leitthema der Konferenz war K\u00fcnstliche Intelligenz.<\/p> [\/et_pb_text][\/et_pb_column][\/et_pb_row][et_pb_row _builder_version=\"4.7.3\" _module_preset=\"default\" min_height=\"477px\" custom_margin=\"|auto|-28px|auto||\" custom_padding=\"0px|||||\"][et_pb_column type=\"4_4\" _builder_version=\"4.7.3\" _module_preset=\"default\"][et_pb_text _builder_version=\"4.8.2\" _module_preset=\"default\" text_font=\"Istok Web||||||||\" text_text_color=\"#ffffff\" text_font_size=\"16px\" header_font=\"Istok Web|700|||||||\" header_text_color=\"#ffffff\" header_font_size=\"50px\" header_line_height=\"1.2em\" header_2_text_color=\"#FFFFFF\" header_2_line_height=\"1.2em\" header_3_font=\"|600|||||||\" header_3_text_color=\"#FFFFFF\" custom_padding=\"20px|20px|20px|20px|false|false\" custom_padding_tablet=\"\" custom_padding_phone=\"20px|0px|20px|0px|false|true\" custom_padding_last_edited=\"on|phone\" text_font_size_tablet=\"\" text_font_size_phone=\"15px\" text_font_size_last_edited=\"on|phone\"]<\/p> Das Forschungsfeld der K\u00fcnstlichen Intelligenz ist mit mehreren anderen wissenschaftlichen Forschungs- und Kompetenzfeldern interdisziplin\u00e4r verwoben. Mit dem wissenschaftlichen Kompetenzfeld Logistik beispielsweise besteht eine langj\u00e4hrige, fruchtbare Zusammenarbeit. Auch in der Kombination mit anderen Feldern, insbesondere der Biotechnologie, gibt es gro\u00dfe Potenziale, die zuk\u00fcnftig noch systematischer genutzt werden sollen.<\/p> Zudem ist das Dortmunder Umfeld der ideale Ort f\u00fcr das Zusammenwirken von Industrie und Innovation. Die Forschungs- und Ausbildungsseite wird durch Unternehmen wie z.B. Wilo und durch Institute wie das Leibniz-Institut f\u00fcr Analytische Wissenschaften \u2013 ISAS<\/a> \u2013 e.V., das Leibniz-Institut f\u00fcr Arbeitsforschung an der TU Dortmund (IfADo<\/a>) sowie die Sozialforschungsstelle Dortmund (sfs<\/a>) komplettiert.<\/p> Zun\u00e4chst soll die Zusammenarbeit im wissenschaftlichen Kompetenzfeld KI \/ Data Science ausgebaut und verstetigt, Strukturen der Zusammenarbeit definiert, gemeinsame Themen und weitere Akteur*innen identifiziert werden.<\/p> F\u00fcr die Bearbeitung erster gemeinsamer Projekte haben sich die Mitwirkenden auf folgende Themenschwerpunkte verst\u00e4ndigt, die in Unterarbeitsgruppen bearbeitet werden:<\/p> [\/et_pb_text][\/et_pb_column][\/et_pb_row][et_pb_row _builder_version=\"4.8.2\" _module_preset=\"default\" custom_padding=\"0px||0px||false|false\"][et_pb_column type=\"4_4\" _builder_version=\"4.8.2\" _module_preset=\"default\"][et_pb_text _builder_version=\"4.8.2\" _module_preset=\"default\" text_font=\"Istok Web||||||||\" text_text_color=\"#ffffff\" text_font_size=\"16px\" header_font=\"Istok Web|700|||||||\" header_text_color=\"#ffffff\" header_font_size=\"50px\" header_line_height=\"1.2em\" header_2_text_color=\"#FFFFFF\" header_2_line_height=\"1.2em\" header_3_font=\"|600|||||||\" header_3_text_color=\"#FFFFFF\" min_height=\"47px\" custom_padding=\"0px|20px|0px|20px|false|false\" custom_padding_tablet=\"\" custom_padding_phone=\"0px|0px|0px|0px|false|true\" custom_padding_last_edited=\"on|phone\" text_font_size_tablet=\"\" text_font_size_phone=\"15px\" text_font_size_last_edited=\"on|phone\"]<\/p> [\/et_pb_text][\/et_pb_column][\/et_pb_row][et_pb_row column_structure=\"1_2,1_2\" _builder_version=\"4.8.2\" _module_preset=\"default\" custom_padding=\"0px||||false|false\"][et_pb_column type=\"1_2\" _builder_version=\"4.8.2\" _module_preset=\"default\"][et_pb_text _builder_version=\"4.8.2\" _module_preset=\"default\" text_font=\"Istok Web||||||||\" text_text_color=\"#ffffff\" text_font_size=\"16px\" header_font=\"Istok Web|700|||||||\" header_text_color=\"#ffffff\" header_font_size=\"50px\" header_line_height=\"1.2em\" header_2_text_color=\"#FFFFFF\" header_2_line_height=\"1.2em\" header_3_font=\"|600|||||||\" header_3_text_color=\"#FFFFFF\" custom_padding=\"0px|20px|0px|20px|false|false\" custom_padding_tablet=\"\" custom_padding_phone=\"0px|0px|0px|0px|false|true\" custom_padding_last_edited=\"on|phone\" text_font_size_tablet=\"\" text_font_size_phone=\"15px\" text_font_size_last_edited=\"on|phone\" ul_font_size_tablet=\"\" ul_font_size_phone=\"15px\" ul_font_size_last_edited=\"on|phone\"]<\/p> Sprecher:\u00a0<\/strong>Prof. Dr. Emmanuel M\u00fcller (TU Dortmund)<\/p> [\/et_pb_text][et_pb_text _builder_version=\"4.8.2\" _module_preset=\"default\" text_font=\"Istok Web||||||||\" text_text_color=\"#ffffff\" text_font_size=\"16px\" header_font=\"Istok Web|700|||||||\" header_text_color=\"#ffffff\" header_font_size=\"50px\" header_line_height=\"1.2em\" header_2_text_color=\"#FFFFFF\" header_2_line_height=\"1.2em\" header_3_font=\"|600|||||||\" header_3_text_color=\"#FFFFFF\" custom_padding=\"0px|20px|0px|20px|false|false\" custom_padding_tablet=\"\" custom_padding_phone=\"0px|0px|0px|0px|false|true\" custom_padding_last_edited=\"on|phone\" text_font_size_tablet=\"\" text_font_size_phone=\"15px\" text_font_size_last_edited=\"on|phone\" ul_font_size_tablet=\"\" ul_font_size_phone=\"15px\" ul_font_size_last_edited=\"on|phone\"]<\/p> Projektsteckbriefe:<\/b><\/p> \u00a0<\/p> [\/et_pb_text][\/et_pb_column][et_pb_column type=\"1_2\" _builder_version=\"4.8.2\" _module_preset=\"default\"][\/et_pb_column][\/et_pb_row][\/et_pb_section]<\/p> \u00a0<\/p>","_et_gb_content_width":"","inline_featured_image":false,"footnotes":""},"class_list":["post-11044","page","type-page","status-publish","hentry"],"yoast_head":"\nThe following institutions are active in this field:<\/h2>\n
Transfer and networking<\/h2>\n
\n
<\/ul>\n<\/div>\n<\/div>\n
Participating organizations<\/h2>\n<\/div>\n<\/div>\n
\n
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K\u00fcnstliche Intelligenz \/ Data Science<\/h1><\/div><\/div>
Transfer und Vernetzung<\/h2>
Beteiligte Organisationen\u00a0<\/h2><\/div><\/div>