{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,12,23]],"date-time":"2025-12-23T06:44:40Z","timestamp":1766472280153,"version":"3.48.0"},"reference-count":22,"publisher":"IEEE","license":[{"start":{"date-parts":[[2025,10,27]],"date-time":"2025-10-27T00:00:00Z","timestamp":1761523200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2025,10,27]],"date-time":"2025-10-27T00:00:00Z","timestamp":1761523200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2025,10,27]]},"DOI":"10.23919\/cnsm67658.2025.11297547","type":"proceedings-article","created":{"date-parts":[[2025,12,22]],"date-time":"2025-12-22T18:40:10Z","timestamp":1766428810000},"page":"1-6","source":"Crossref","is-referenced-by-count":0,"title":["Investigating Neurosymbolic AI for Intent-based Service Management"],"prefix":"10.23919","author":[{"given":"Lorenzo","family":"Colombi","sequence":"first","affiliation":[{"name":"University of Ferrara,Ferrara,Italy"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Sara","family":"Cavicchi","sequence":"additional","affiliation":[{"name":"University of Ferrara,Ferrara,Italy"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Filippo","family":"Poltronieri","sequence":"additional","affiliation":[{"name":"University of Ferrara,Ferrara,Italy"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Mauro","family":"Tortonesi","sequence":"additional","affiliation":[{"name":"University of Ferrara,Ferrara,Italy"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Cesare","family":"Stefanelli","sequence":"additional","affiliation":[{"name":"University of Ferrara,Ferrara,Italy"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Pal","family":"Varga","sequence":"additional","affiliation":[{"name":"Budapest University of Technology and Economics,Budapest,Hungary"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1007\/s41019-025-00295-w"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.36244\/icj.2024.2.1"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1016\/j.jnca.2022.103362"},{"key":"ref4","article-title":"Large language models: A survey","volume":"arXiv:2402.06196","author":"Minaee","year":"2024","journal-title":"arXiv preprint"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.23919\/CNSM62983.2024.10814410"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/mc.2024.3520255"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/NOMS59830.2024.10575912"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/netsoft57336.2023.10175449"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/icin60470.2024.10494474"},{"key":"ref10","article-title":"Defining neurosymbolic ai","author":"De Smet","year":"2025","journal-title":"arXiv preprint arXiv:2507.11127"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/MNET.001.1900252"},{"article-title":"Zero-touch network and Service Management (ZSM); Intent-driven autonomous networks;Generic aspects","volume-title":"European Telecommunications Standards Institute (ETSI)","year":"2024","key":"ref12"},{"key":"ref13","article-title":"Intent-Based Networking - Concepts and Definitions","author":"Clemm","year":"2022","journal-title":"RFC 9315"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/comst.2022.3215919"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/access.2021.3129990"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.23919\/cnsm59352.2023.10327837"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/mnet.2024.3420120"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1007\/s10922-024-09831-x"},{"key":"ref19","article-title":"Attention is all you need","volume":"abs\/1706.03762","author":"Vaswani","year":"2017","journal-title":"CoRR"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-24658-7"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1017\/S1471068425100288"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/noms59830.2024.10575429"}],"event":{"name":"2025 21st International Conference on Network and Service Management (CNSM)","start":{"date-parts":[[2025,10,27]]},"location":"Bologna, Italy","end":{"date-parts":[[2025,10,31]]}},"container-title":["2025 21st International Conference on Network and Service Management (CNSM)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/11297200\/11297407\/11297547.pdf?arnumber=11297547","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,12,23]],"date-time":"2025-12-23T06:39:41Z","timestamp":1766471981000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/11297547\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,10,27]]},"references-count":22,"URL":"https:\/\/doi.org\/10.23919\/cnsm67658.2025.11297547","relation":{},"subject":[],"published":{"date-parts":[[2025,10,27]]}}}