Dr. Maximilian Lowin

Dr. rer. pol. M.Sc. Wirtschaftsinformatik

Raum: 2.210
lowin(at)wiwi.uni-frankfurt.de
Telefon +49 (69) 798 34695

Zur Person

Maximilian Lowin studierte Wirtschaftsinformatik an der TU Darmstadt. Sein Masterstudium schloss er dort im Dezember 2019 mit dem Titel Master of Science ab. Während des Studiums verbrachte er ein Auslandssemester an der Chalmers University of Technology und beschäftigte sich vor allem mit den Themen künstlicher Intelligenz und Human User Interfaces.

Parallel zum Studium arbeitete er als freiberuflicher Softwareentwickler und beschäftigte sich mit dem Themen Web, Datenbanken und IoT.

Seit Januar 2020 ist Maximilian Lowin als wissenschaftlicher Mitarbeiter an der Professur für Wirtschaftsinformatik und Informationsmanagement von Prof. Dr. Oliver Hinz tätig. Er arbeitet in verschiedenen KI-bezogenen Forschungsprojekten zu Themen wie Smart Living (insbesondere intelligentes, nachhaltiges Heizen), Multi-Stakeholder Empfehlungssystemen oder Entscheidungsunterstützung in der Medizin. Er promovierte zum Thema Data-Driven Decision-Making und arbeitet priämär in einem Hessian.AI-Forschungsprojekt zum Thema Large Language Models.

Interessen

Machine Learning
Information Extraction from Social Media and Public Data Sources
Smart Living & Internet of Things, esp. Sustainable Heating
(Clinical) Decision Support Systems

Publikationen

Lowin, Maximilian / Mihale-Wilson, Cristina(2024): "Economic Retrieval-Augmented Generation for Large Language Model Services", Pre-ICIS SIG Services Workshop on Synergizing Service Ecosystems with AI, Bangkok, Thailand 2024, forthcoming.

Mihale-Wilson, Cristina / Cordes, Anjana / Lowin, Maximilian (2024): "Synthetic Data Generation for Predictive Maintenance Services", Pre-ICIS SIG Services Workshop on Synergizing Service Ecosystems with AI, Bangkok, Thailand 2024, forthcoming.

Lowin, Maximilian / Mihale-Wilson, Cristina (2024): "Functional Requirements and Recommendations for AI-based Sustainable Energy Solutions", INFORMATIK 2024, Gesellschaft für Informatik, Bonn, Germany, S. 1705-1716 [View].

Mihale-Wilson, Cristina / Lowin, Maximilian (2024): "A Guide for Trustworthy AI implementations in the Smart Living Domain", INFORMATIK 2022, Gesellschaft für Informatik, Bonn, Germany, S. 1759-1770 [View].

Weber, Patrick / Lowin, Maximilian / Kumpf, Johanna Sophie (2024): "How Negative Comments Shape Source Credibility and Purchase Intention in Influencer Marketing", Pacific-Asia Conference on Information Systems (PACIS) 2024, Ho Chi Minh City, Vietnam. aisel.aisnet.org/pacis2024/track19_userbeh/track19_userbeh/6/ [Download]

Kohl, Tobias / Lowin, Maximilian (2024): "Privacy by Design: Data-Saving Activity Estimation Using Room-Based Non-Intrusive Load Monitoring for Ambient Assisted Living", 1626, Pacific-Asia Conference on Information Systems (PACIS) 2024, Ho Chi Minh City, Vietnam.

Lowin, Maximilian (2024): "A Text-based Predictive Maintenance Approach for Facility Management Requests Utilizing Association Rule Mining and Large Language Models", Machine Learning and Knowledge Extraction, 6(1) [View].

Chen, Johannes / Lowin, Maximilian / Kellner, Domenic / Hinz, Oliver / Adam, Elisabeth Hannah / Ippolito, Angelo / Wenger-Alakmeh, Katharina (2023): "Designing Expert-augmented Clinical Decision Support Systems to predict Mortality Risk in ICUs", KI - Künstliche Intelligenz (2023) [View].

Kortum, Henrik / Hagen, Simon / Eleks, Marian / Rebstadt, Jonas / Remark, Florian / Lowin, Maximilian / Mihale-Wilson, Cristina / Eberhardt, Birgid / Roß, Andree / Maihöfner, Dominik / Hinz, Oliver / Thomas, Oliver (2023): "SECAI – Sustainable heating through Edge-Cloud-based AI systems", HMD Praxis der Wirtschaftsinformatik 60, S. 850-871 [View].

Kellner, Domenic / Lowin, Maximilian / Hinz, Oliver (2023): "Improved Healthcare Disaster Decision-Making Utilizing Information Extraction from Complementary Social Media Data during the COVID-19 Pandemic", Decision Support Systems (172), 113983 [View].

Hinz, Oliver / Lowin, Maximilian / Oz, Dana / Reichman, Shachar / Somech, Iris / von Zahn, Moritz (2023): "An Experimental Analysis of Profit Maximizing Recommendation Systems", Workshop on Information Systems and Economics (WISE) 2023.

Hinz, Oliver / Lowin, Maximilian / Oz, Dana / Reichman, Shachar / Somech, Iris / von Zahn, Moritz (2023): "Incorporating Large Language Models into Product Recommender Systems", Workshop on Intelligent Agents and their Interplay within Service at ICIS 2023.

Hinz, Oliver / Lowin, Maximilian / Reichman, Shachar / von Zahn, Moritz (2022): "An Experimental Analysis of Profit Maximizing Recommendation Systems", Conference on Digital Experimentation (CODE@MIT) 2022.

Lowin, Maximilian / Seip, Jendrik (2022): "AI-based Online Vacancies - Trends and Differences between SMEs and Larger Enterprises", INFORMATIK 2022, Gesellschaft für Informatik, Bonn, Germany, S. 247-258, dl.gi.de/items/b98ab7d3-dd55-456c-89cd-4e16d5952018.

Lowin, Maximilian / Mihale-Wilson, Cristina (2021): "Towards Predictive Maintenance as a Service in the Smart Housing Industry", INFORMATIK 2021, Gesellschaft für Informatik, Bonn, Germany, S. 1093-1106, dl.gi.de/handle/20.500.12116/37758.

Lowin, Maximilian / Kellner, Domenic / Kohl, Tobias / Mihale-Wilson, Cristina (2021): "From Physical to Virtual: Leveraging Drone Imagery to Automate Photovoltaic System Maintenance", INFORMATIK 2021, Gesellschaft für Informatik, Bonn, Germany, S. 1201-1211, dl.gi.de/handle/20.500.12116/37769.

Kellner, Domenic / Lowin, Maximilian / von Zahn, Moritz / Chen, Johannes (2021): "Towards Designing a User-centric Decision Support System for Predictive Maintenance in SMEs", INFORMATIK 2021, Gesellschaft für Informatik, Bonn, Germany, S. 1255-1260. [View]

Lowin, Maximilian / Kellner, Domenic (2021): "From Twitter to COVID-19: Using NLP to Predict COVID-19 Infections", Pacific Asia Conference on Information Systems (PACIS 2021), aisel.aisnet.org/pacis2021/147

Kellner, Domenic / Lowin, Maximilian / Hinz, Oliver (2021): "The Impact of the COVID-19 Pandemic on Employee Satisfaction ", Pacific Asia Conference on Information Systems (PACIS 2021), aisel.aisnet.org/pacis2021/18

Hinz, Oliver / Mihale-Wilson, Cristina / Lowin, Maximilian (2020): "Smart Living: Der Mensch im Zentrum", Forschung Frankfurt, 37 (1.2020), 78-82.