{"id":"https://openalex.org/W4400489844","doi":"https://doi.org/10.1109/netsoft60951.2024.10588897","title":"Enhancing Intent Acquisition and Translation with Large Language Models and Intelligent Chatbots: A DHCP Use Case","display_name":"Enhancing Intent Acquisition and Translation with Large Language Models and Intelligent Chatbots: A DHCP Use Case","publication_year":2024,"publication_date":"2024-06-24","ids":{"openalex":"https://openalex.org/W4400489844","doi":"https://doi.org/10.1109/netsoft60951.2024.10588897"},"language":"en","primary_location":{"id":"doi:10.1109/netsoft60951.2024.10588897","is_oa":false,"landing_page_url":"https://doi.org/10.1109/netsoft60951.2024.10588897","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE 10th International Conference on Network Softwarization (NetSoft)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5016152465","display_name":"Stefano D\u2019Urso","orcid":"https://orcid.org/0009-0002-8713-7562"},"institutions":[{"id":"https://openalex.org/I4210132817","display_name":"Mercatorum University","ror":"https://ror.org/03znjxt55","country_code":"IT","type":"education","lineage":["https://openalex.org/I4210132817"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Stefano D\u2019urso","raw_affiliation_strings":["Universitas Mercatorum,Faculty of Technological and Innovation Sciences,Italy"],"affiliations":[{"raw_affiliation_string":"Universitas Mercatorum,Faculty of Technological and Innovation Sciences,Italy","institution_ids":["https://openalex.org/I4210132817"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027228367","display_name":"Mattia Fontana","orcid":"https://orcid.org/0000-0003-1487-0720"},"institutions":[{"id":"https://openalex.org/I4210132817","display_name":"Mercatorum University","ror":"https://ror.org/03znjxt55","country_code":"IT","type":"education","lineage":["https://openalex.org/I4210132817"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Mattia Fontana","raw_affiliation_strings":["Universitas Mercatorum,Faculty of Technological and Innovation Sciences,Italy"],"affiliations":[{"raw_affiliation_string":"Universitas Mercatorum,Faculty of Technological and Innovation Sciences,Italy","institution_ids":["https://openalex.org/I4210132817"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083072051","display_name":"Barbara Martini","orcid":"https://orcid.org/0000-0002-0413-591X"},"institutions":[{"id":"https://openalex.org/I4210132817","display_name":"Mercatorum University","ror":"https://ror.org/03znjxt55","country_code":"IT","type":"education","lineage":["https://openalex.org/I4210132817"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Barbara Martini","raw_affiliation_strings":["Universitas Mercatorum,Faculty of Technological and Innovation Sciences,Italy"],"affiliations":[{"raw_affiliation_string":"Universitas Mercatorum,Faculty of Technological and Innovation Sciences,Italy","institution_ids":["https://openalex.org/I4210132817"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5032210048","display_name":"Filippo Sciarrone","orcid":"https://orcid.org/0000-0002-9631-8528"},"institutions":[{"id":"https://openalex.org/I4210132817","display_name":"Mercatorum University","ror":"https://ror.org/03znjxt55","country_code":"IT","type":"education","lineage":["https://openalex.org/I4210132817"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Filippo Sciarrone","raw_affiliation_strings":["Universitas Mercatorum,Faculty of Technological and Innovation Sciences,Italy"],"affiliations":[{"raw_affiliation_string":"Universitas Mercatorum,Faculty of Technological and Innovation Sciences,Italy","institution_ids":["https://openalex.org/I4210132817"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5016152465"],"corresponding_institution_ids":["https://openalex.org/I4210132817"],"apc_list":null,"apc_paid":null,"fwci":0.7274,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.74747851,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"19","last_page":"24"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12128","display_name":"AI in Service Interactions","score":0.9666000008583069,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T12128","display_name":"AI in Service Interactions","score":0.9666000008583069,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.757994532585144},{"id":"https://openalex.org/keywords/dynamic-host-configuration-protocol","display_name":"Dynamic Host Configuration Protocol","score":0.604140043258667},{"id":"https://openalex.org/keywords/translation","display_name":"Translation (biology)","score":0.5123935341835022},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.41760730743408203},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3431040048599243},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.337479829788208},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.0893944799900055}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.757994532585144},{"id":"https://openalex.org/C26876914","wikidata":"https://www.wikidata.org/wiki/Q11166","display_name":"Dynamic Host Configuration Protocol","level":3,"score":0.604140043258667},{"id":"https://openalex.org/C149364088","wikidata":"https://www.wikidata.org/wiki/Q185917","display_name":"Translation (biology)","level":4,"score":0.5123935341835022},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.41760730743408203},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3431040048599243},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.337479829788208},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.0893944799900055},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C2985371682","wikidata":"https://www.wikidata.org/wiki/Q11135","display_name":"Ip address","level":2,"score":0.0},{"id":"https://openalex.org/C105580179","wikidata":"https://www.wikidata.org/wiki/Q188928","display_name":"Messenger RNA","level":3,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/netsoft60951.2024.10588897","is_oa":false,"landing_page_url":"https://doi.org/10.1109/netsoft60951.2024.10588897","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE 10th International Conference on Network Softwarization (NetSoft)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W1595071278","https://openalex.org/W2362465105","https://openalex.org/W2493724631","https://openalex.org/W2353391815","https://openalex.org/W1582903531","https://openalex.org/W2490580596","https://openalex.org/W1853351571","https://openalex.org/W2354151541","https://openalex.org/W2343059147","https://openalex.org/W3204019825"],"abstract_inverted_index":{"Intent-based":[0],"Networking":[1],"(IBN)":[2],"has":[3],"emerged":[4],"as":[5],"an":[6,166],"innovative":[7],"approach":[8,119,193],"to":[9,30,68,120,151,164,190],"automate":[10],"the":[11,18,21,24,47,53,57,62,71,124,135,148,153,161,191],"provisioning":[12],"of":[13,46,56,126,137,169,179],"network":[14,43,180],"services":[15],"while":[16,156],"simplifying":[17],"interaction":[19],"between":[20],"users":[22,27],"and":[23,37,60,90,93,110,129,172],"network,":[25],"allowing":[26],"(e.g.,":[28],"administrators)":[29],"define":[31],"high-level":[32],"desired":[33],"outcomes":[34],"(i.e.,":[35,144],"intents),":[36],"translating":[38],"expressed":[39],"intents":[40,59,158,171],"into":[41,65,70,175],"automated":[42],"configurations.":[44],"One":[45],"main":[48],"challenge":[49],"in":[50,76,85,107,111,113,123,196],"IBN":[51,122,138],"is":[52,194],"correct":[54],"acquisition":[55,128],"user":[58,88,154,170],"subsequently":[61],"accurate":[63,167],"translation":[64,97,174],"actionable":[66],"configurations":[67],"enforce":[69],"network.":[72],"Despite":[73],"some":[74],"efforts":[75],"improving":[77],"user-to-IBN":[78],"system":[79],"interaction,":[80],"a":[81,117,176,197],"gap":[82],"still":[83],"remains":[84],"ensuring":[86],"satisfactory":[87],"experiences":[89],"contextually":[91],"appropriate":[92],"coherent":[94,177],"responses":[95],"or":[96],"results.":[98],"To":[99],"this":[100,132],"purpose":[101],"we":[102],"consider":[103],"using":[104],"recent":[105],"advancements":[106],"Generative":[108],"AI,":[109],"particular":[112],"Large":[114],"Language":[115],"Models,":[116],"promising":[118],"enhance":[121,152],"scope":[125],"intent":[127],"translation.":[130],"Accordingly,":[131],"work":[133],"investigates":[134],"integration":[136],"systems":[139],"with":[140],"LLM-based":[141],"Conversational":[142],"Agents":[143],"intelligent":[145],"chatbots),":[146],"on":[147,160],"one":[149],"hand":[150],"experience":[155],"injecting":[157],"and,":[159],"other":[162],"hand,":[163],"assure":[165],"understanding":[168],"their":[173],"set":[178],"configurations,":[181],"which":[182],"are":[183],"generated":[184],"automatically.":[185],"The":[186],"chatbot":[187],"operation":[188],"according":[189],"proposed":[192],"illustrated":[195],"DHCP":[198],"configuration":[199],"use":[200],"case.":[201]},"counts_by_year":[{"year":2025,"cited_by_count":2}],"updated_date":"2025-12-26T23:08:49.675405","created_date":"2025-10-10T00:00:00"}