{"id":"https://openalex.org/W4385688402","doi":"https://doi.org/10.1145/3600160.3604991","title":"Leveraging Knowledge Graphs For Classifying Incident Situations in ICT Systems","display_name":"Leveraging Knowledge Graphs For Classifying Incident Situations in ICT Systems","publication_year":2023,"publication_date":"2023-08-09","ids":{"openalex":"https://openalex.org/W4385688402","doi":"https://doi.org/10.1145/3600160.3604991"},"language":"en","primary_location":{"id":"doi:10.1145/3600160.3604991","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3600160.3604991","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 18th International Conference on Availability, Reliability and Security","raw_type":"proceedings-article"},"type":"conference-paper","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/A5088701226","display_name":"Lionel Tailhardat","orcid":"https://orcid.org/0000-0001-5887-899X"},"institutions":[{"id":"https://openalex.org/I19370010","display_name":"Orange (France)","ror":"https://ror.org/035j0tq82","country_code":"FR","type":"company","lineage":["https://openalex.org/I19370010"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Lionel Tailhardat","raw_affiliation_strings":["Orange, France"],"raw_orcid":"https://orcid.org/0000-0001-5887-899X","affiliations":[{"raw_affiliation_string":"Orange, France","institution_ids":["https://openalex.org/I19370010"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022574838","display_name":"Rapha\u00ebl Troncy","orcid":"https://orcid.org/0000-0003-0457-1436"},"institutions":[{"id":"https://openalex.org/I1902872","display_name":"EURECOM","ror":"https://ror.org/00sse7z02","country_code":"FR","type":"education","lineage":["https://openalex.org/I1902872","https://openalex.org/I205703379"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Rapha\u00ebl Troncy","raw_affiliation_strings":["EURECOM, France"],"raw_orcid":"https://orcid.org/0000-0003-0457-1436","affiliations":[{"raw_affiliation_string":"EURECOM, France","institution_ids":["https://openalex.org/I1902872"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5090716359","display_name":"Yoan Chabot","orcid":"https://orcid.org/0000-0001-5639-1504"},"institutions":[{"id":"https://openalex.org/I19370010","display_name":"Orange (France)","ror":"https://ror.org/035j0tq82","country_code":"FR","type":"company","lineage":["https://openalex.org/I19370010"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Yoan Chabot","raw_affiliation_strings":["Orange, France"],"raw_orcid":"https://orcid.org/0000-0001-5639-1504","affiliations":[{"raw_affiliation_string":"Orange, France","institution_ids":["https://openalex.org/I19370010"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"9"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11719","display_name":"Data Quality and Management","score":0.9954000115394592,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T11719","display_name":"Data Quality and Management","score":0.9954000115394592,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11273","display_name":"Advanced Graph Neural Networks","score":0.9919999837875366,"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"}},{"id":"https://openalex.org/T12127","display_name":"Software System Performance and Reliability","score":0.9843000173568726,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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":0.778285026550293},{"id":"https://openalex.org/keywords/categorization","display_name":"Categorization","score":0.5736282467842102},{"id":"https://openalex.org/keywords/knowledge-representation-and-reasoning","display_name":"Knowledge representation and reasoning","score":0.5079649090766907},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.49401241540908813},{"id":"https://openalex.org/keywords/knowledge-graph","display_name":"Knowledge graph","score":0.46899962425231934},{"id":"https://openalex.org/keywords/information-and-communications-technology","display_name":"Information and Communications Technology","score":0.43138933181762695},{"id":"https://openalex.org/keywords/rdf","display_name":"RDF","score":0.42036837339401245},{"id":"https://openalex.org/keywords/knowledge-based-systems","display_name":"Knowledge-based systems","score":0.4191173315048218},{"id":"https://openalex.org/keywords/semantic-web","display_name":"Semantic Web","score":0.3916647434234619},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3553529381752014},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.3484054207801819},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.34372714161872864},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.28327637910842896},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.21114379167556763}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.778285026550293},{"id":"https://openalex.org/C94124525","wikidata":"https://www.wikidata.org/wiki/Q912550","display_name":"Categorization","level":2,"score":0.5736282467842102},{"id":"https://openalex.org/C161301231","wikidata":"https://www.wikidata.org/wiki/Q3478658","display_name":"Knowledge representation and reasoning","level":2,"score":0.5079649090766907},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.49401241540908813},{"id":"https://openalex.org/C2987255567","wikidata":"https://www.wikidata.org/wiki/Q33002955","display_name":"Knowledge graph","level":2,"score":0.46899962425231934},{"id":"https://openalex.org/C67363961","wikidata":"https://www.wikidata.org/wiki/Q5268834","display_name":"Information and Communications Technology","level":2,"score":0.43138933181762695},{"id":"https://openalex.org/C147497476","wikidata":"https://www.wikidata.org/wiki/Q54872","display_name":"RDF","level":3,"score":0.42036837339401245},{"id":"https://openalex.org/C115925183","wikidata":"https://www.wikidata.org/wiki/Q1412694","display_name":"Knowledge-based systems","level":2,"score":0.4191173315048218},{"id":"https://openalex.org/C2129575","wikidata":"https://www.wikidata.org/wiki/Q54837","display_name":"Semantic Web","level":2,"score":0.3916647434234619},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3553529381752014},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.3484054207801819},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.34372714161872864},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.28327637910842896},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.21114379167556763}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/3600160.3604991","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3600160.3604991","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 18th International Conference on Availability, Reliability and Security","raw_type":"proceedings-article"},{"id":"pmh:oai:fr.eurecom:7342","is_oa":false,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4377196942","display_name":"Graduate School and Research Center in Digital Science (EURECOM)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1902872","host_organization_name":"EURECOM","host_organization_lineage":["https://openalex.org/I1902872"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"GRASEC 2023, International Workshop on Graph-based Approaches for CyberSecurity, to be held in conjunction with the 18th International Conference on Availability, Reliability and Security, 29 August-1 September 2023, Benevento, Italy","raw_type":"Conference"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":21,"referenced_works":["https://openalex.org/W1954350147","https://openalex.org/W1973374610","https://openalex.org/W2080019998","https://openalex.org/W2089554624","https://openalex.org/W2560932476","https://openalex.org/W2564602076","https://openalex.org/W2735596631","https://openalex.org/W2888634710","https://openalex.org/W2891813744","https://openalex.org/W2980763157","https://openalex.org/W3036963634","https://openalex.org/W3139856449","https://openalex.org/W3150031559","https://openalex.org/W3203778296","https://openalex.org/W4205394025","https://openalex.org/W4226278750","https://openalex.org/W4229072483","https://openalex.org/W4240399399","https://openalex.org/W4327916729","https://openalex.org/W4328011332","https://openalex.org/W4379365690"],"related_works":["https://openalex.org/W2776293731","https://openalex.org/W2610919777","https://openalex.org/W2965230088","https://openalex.org/W1534806717","https://openalex.org/W4293389049","https://openalex.org/W4243630814","https://openalex.org/W166830849","https://openalex.org/W2792294036","https://openalex.org/W1979978247","https://openalex.org/W2120373349"],"abstract_inverted_index":{"The":[0],"complexity":[1],"of":[2,38,81,99,113],"Information":[3],"and":[4,35,49,58,73,92,101,105,126],"Communications":[5],"Technology":[6],"(ICT)":[7],"systems,":[8],"such":[9],"as":[10],"enterprise":[11],"or":[12],"Internet":[13],"access":[14],"provider":[15],"networks,":[16],"entails":[17],"uncertainty":[18],"in":[19,66,75,97],"causal":[20],"reasoning":[21],"for":[22],"efficient":[23],"incident":[24,39,54,121],"management.":[25],"In":[26],"this":[27],"work,":[28],"we":[29],"propose":[30],"to":[31,41,45,52,63,119],"use":[32,80],"knowledge":[33,68,84],"graphs":[34],"explicit":[36],"representation":[37],"context":[40,125],"enable":[42],"support":[43],"teams":[44],"provide":[46],"a":[47,88,115],"quick":[48],"effective":[50],"response":[51],"complex":[53],"situations.":[55],"Formal":[56],"analysis":[57],"expert":[59],"opinions":[60],"are":[61],"used":[62],"analyze":[64],"challenges":[65],"providing":[67],"about":[69],"relationships":[70],"between":[71],"events":[72],"incidents":[74,104],"network":[76,95],"operations.":[77],"We":[78,108],"make":[79],"an":[82],"RDF":[83],"graph":[85,116],"generated":[86],"from":[87],"real":[89],"industrial":[90],"settings":[91],"representing":[93],"the":[94,111],"topology":[96],"terms":[98],"equipments":[100],"applications,":[102],"past":[103],"their":[106,131],"resolutions.":[107],"then":[109],"demonstrate":[110],"effectiveness":[112],"using":[114],"embeddings-based":[117],"classifier":[118],"categorize":[120],"tickets":[122],"based":[123],"on":[124],"link":[127],"anomaly":[128],"models":[129],"with":[130],"logical":[132],"representation.":[133]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}