Semantic Web and Creative AI : A Technical Report from ISWS 2023 ; June 11th - 17th, 2023
Ahmad, Raia Abu; Alharbi, Reham; Barile, Roberto; Böckling, Martin; Bolanos, Francisco; Bonfitto, Sara; Bruns, Oleksandra 1; Celino, Irene; Chudasama, Yashrajsinh; Critelli, Martin; d'Amato, Claudia; D'Ippolito, Giada; Dasoulas, Ioannis; Giorgis, Stefano De [Hrsg.]; Leo, Vincenzo De; Bonaventura, Chiara Di; Panfilo, Marco Di; Dobriy, Daniil; Domingue, John; ... mehrDuan, Xuemin; Dumontier, Michel; Efeoglu, Sefika; Eschauzier, Ruben; Ginwa, Fakih; Ferranti, Nicolas; Graciotti, Arianna; Hanisch, Philipp; Hannah, George; Heidari, Golsa; Hogan, Aidan; Hussein, Hassan; Jouglar, Alexane; Kalo, Jan-Christoph; Kieffer, Manoé; Klironomos, Antonis; Koch, Inês; Lajewska, Weronika; Lazzari, Nicolas; Lindekrans, Mikael; Lippolis, Anna Sofia; Llugiqi, Majlinda; Mancini, Eleonora; Marzi, Eleonora; Menotti, Laura; Flores, Daniela Milon; Nagowah, Soulakshmee; Neubert, Kerstin; Niazmand, Emetis; Norouzi, Ebrahim 1; Martinez, Beatriz Olarte; Oudshoorn, Anouk Michelle; Poltronieri, Andrea; Presutti, Valentina; Purohit, Disha; Raoufi, Ensiyeh; Ringwald, Celian; Rockstroh, Johanna; Rudolph, Sebastian; Sack, Harald 1; Saeed, Zafar; Saeedizade, Mohammad Javad; Sahbi, Aya; Santini, Cristian; Simic, Aleksandra; Sommer, Dennis; Sousa, Rita; Tan, Mary Ann 1; Tarikere, Vidyashree; Tietz, Tabea [Hrsg.] 1; Tirpitz, Liam; Tomasino, Arnaldo; Harmelen, Frank van; Vissoci, Joao; Woods, Caitlin; Zhang, Bohui; Zhang, Xinyue; Zheng, Heng; Tietz, Tabea [Hrsg.]; Giorgies, Stefano De [Hrsg.]
1 Institut für Angewandte Informatik und Formale Beschreibungsverfahren (AIFB), Karlsruher Institut für Technologie (KIT)
Abstract:
The International Semantic Web Research School (ISWS) is a week-long intensive program designed to immerse participants in the field. This document reports a collaborative effort performed by ten teams of students, each guided by a senior researcher as their mentor, attending ISWS 2023. Each team provided a different perspective to the topic of creative AI, substantiated by a set of research questions as the main subject of their investigation. The 2023 edition of ISWS focuses on the intersection of Semantic Web technologies and Creative AI. ISWS 2023 explored various intersections between Semantic Web technologies and creative AI. A key area of focus was the potential of LLMs as support tools for knowledge engineering. Participants also delved into the multifaceted applications of LLMs, including legal aspects of creative content production, humans in the loop, decentralised approaches to multimodal generative AI models, nanopublications and AI for personal scientific knowledge graphs, commonsense knowledge in automatic story and narrative completion, generative AI for art critique, prompt engineering, automatic music composition, commonsense prototyping and conceptual blending, and elicitation of tacit knowledge. ... mehrAs Large Language Models and semantic technologies continue to evolve, new exciting prospects are emerging: a future where the boundaries between creative expression and factual knowledge become increasingly permeable and porous, leading to a world of knowledge that is both informative and inspiring.
| Zugehörige Institution(en) am KIT |
Institut für Angewandte Informatik und Formale Beschreibungsverfahren (AIFB) |
| Publikationstyp |
Forschungsbericht/Preprint |
| Publikationsdatum |
30.01.2025 |
| Sprache |
Englisch |
| Identifikator |
KITopen-ID: 1000187576 |
| Verlag |
arxiv |
| Umfang |
120 S. |
| Bemerkung zur Veröffentlichung |
International Semantic Web Research Summer School (ISWS 2023)
Bertinoro, Italien, 11.06.2023–17.06.2023 |
| Schlagwörter |
Artificial Intelligence (cs.AI) |
| Nachgewiesen in |
OpenAlex arXiv Dimensions
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