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| Format: | Preprint |
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2025
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| Online Access: | https://arxiv.org/abs/2501.18542 |
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| _version_ | 1866917906906873856 |
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| author | Ahmad, Raia Abu Alharbi, Reham Barile, Roberto Böckling, Martin Bolanos, Francisco Bonfitto, Sara Bruns, Oleksandra Celino, Irene Chudasama, Yashrajsinh Critelli, Martin d'Amato, Claudia D'Ippolito, Giada Dasoulas, Ioannis De Giorgis, Stefano De Leo, Vincenzo Di Bonaventura, Chiara Di Panfilo, Marco Dobriy, Daniil Domingue, John Duan, 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 Martinez, Beatriz Olarte Oudshoorn, Anouk Michelle Poltronieri, Andrea Presutti, Valentina Purohit, Disha Raoufi, Ensiyeh Ringwald, Celian Rockstroh, Johanna Rudolph, Sebastian Sack, Harald Saeed, Zafar Saeedizade, Mohammad Javad Sahbi, Aya Santini, Cristian Simic, Aleksandra Sommer, Dennis Sousa, Rita Tan, Mary Ann Tarikere, Vidyashree Tietz, Tabea Tirpitz, Liam Tomasino, Arnaldo van Harmelen, Frank Vissoci, Joao Woods, Caitlin Zhang, Bohui Zhang, Xinyue Zheng, Heng |
| author_facet | Ahmad, Raia Abu Alharbi, Reham Barile, Roberto Böckling, Martin Bolanos, Francisco Bonfitto, Sara Bruns, Oleksandra Celino, Irene Chudasama, Yashrajsinh Critelli, Martin d'Amato, Claudia D'Ippolito, Giada Dasoulas, Ioannis De Giorgis, Stefano De Leo, Vincenzo Di Bonaventura, Chiara Di Panfilo, Marco Dobriy, Daniil Domingue, John Duan, 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 Martinez, Beatriz Olarte Oudshoorn, Anouk Michelle Poltronieri, Andrea Presutti, Valentina Purohit, Disha Raoufi, Ensiyeh Ringwald, Celian Rockstroh, Johanna Rudolph, Sebastian Sack, Harald Saeed, Zafar Saeedizade, Mohammad Javad Sahbi, Aya Santini, Cristian Simic, Aleksandra Sommer, Dennis Sousa, Rita Tan, Mary Ann Tarikere, Vidyashree Tietz, Tabea Tirpitz, Liam Tomasino, Arnaldo van Harmelen, Frank Vissoci, Joao Woods, Caitlin Zhang, Bohui Zhang, Xinyue Zheng, Heng |
| contents | 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. As 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. |
| format | Preprint |
| id |
arxiv_https___arxiv_org_abs_2501_18542 |
| institution | arXiv |
| publishDate | 2025 |
| record_format | arxiv |
| spellingShingle | Semantic Web and Creative AI -- A Technical Report from ISWS 2023 Ahmad, Raia Abu Alharbi, Reham Barile, Roberto Böckling, Martin Bolanos, Francisco Bonfitto, Sara Bruns, Oleksandra Celino, Irene Chudasama, Yashrajsinh Critelli, Martin d'Amato, Claudia D'Ippolito, Giada Dasoulas, Ioannis De Giorgis, Stefano De Leo, Vincenzo Di Bonaventura, Chiara Di Panfilo, Marco Dobriy, Daniil Domingue, John Duan, 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 Martinez, Beatriz Olarte Oudshoorn, Anouk Michelle Poltronieri, Andrea Presutti, Valentina Purohit, Disha Raoufi, Ensiyeh Ringwald, Celian Rockstroh, Johanna Rudolph, Sebastian Sack, Harald Saeed, Zafar Saeedizade, Mohammad Javad Sahbi, Aya Santini, Cristian Simic, Aleksandra Sommer, Dennis Sousa, Rita Tan, Mary Ann Tarikere, Vidyashree Tietz, Tabea Tirpitz, Liam Tomasino, Arnaldo van Harmelen, Frank Vissoci, Joao Woods, Caitlin Zhang, Bohui Zhang, Xinyue Zheng, Heng Artificial Intelligence 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. As 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. |
| title | Semantic Web and Creative AI -- A Technical Report from ISWS 2023 |
| topic | Artificial Intelligence |
| url | https://arxiv.org/abs/2501.18542 |