{"id":"https://openalex.org/W7134069961","doi":"https://doi.org/10.1007/978-3-032-16848-1_19","title":"Link Prediction in\u00a0Telecommunications Networks Using Graph Neural Networks and\u00a0Community Detection","display_name":"Link Prediction in\u00a0Telecommunications Networks Using Graph Neural Networks and\u00a0Community Detection","publication_year":2026,"publication_date":"2026-01-01","ids":{"openalex":"https://openalex.org/W7134069961","doi":"https://doi.org/10.1007/978-3-032-16848-1_19"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-032-16848-1_19","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-032-16848-1_19","pdf_url":null,"source":{"id":"https://openalex.org/S2764900261","display_name":"Communications in computer and information science","issn_l":"1865-0929","issn":["1865-0929","1865-0937"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Communications in Computer and Information Science","raw_type":"book-chapter"},"type":"book-chapter","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/A5128277499","display_name":"Valentina Sanhueza-Campos","orcid":null},"institutions":[{"id":"https://openalex.org/I4210106007","display_name":"Universidad Andr\u00e9s Bello","ror":null,"country_code":"CL","type":null,"lineage":["https://openalex.org/I4210106007"]}],"countries":["CL"],"is_corresponding":false,"raw_author_name":"Valentina Sanhueza-Campos","raw_affiliation_strings":["Facultad de Ingenier\u00eda, Universidad Andres Bello, Santiago de Chile, 8320000, Chile"],"affiliations":[{"raw_affiliation_string":"Facultad de Ingenier\u00eda, Universidad Andres Bello, Santiago de Chile, 8320000, Chile","institution_ids":["https://openalex.org/I4210106007"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5121021789","display_name":"Gustavo Gatica","orcid":null},"institutions":[{"id":"https://openalex.org/I4210106007","display_name":"Universidad Andr\u00e9s Bello","ror":null,"country_code":"CL","type":null,"lineage":["https://openalex.org/I4210106007"]}],"countries":["CL"],"is_corresponding":false,"raw_author_name":"Gustavo Gatica","raw_affiliation_strings":["Facultad de Ingenier\u00eda, Universidad Andres Bello, Santiago de Chile, 8320000, Chile"],"affiliations":[{"raw_affiliation_string":"Facultad de Ingenier\u00eda, Universidad Andres Bello, Santiago de Chile, 8320000, Chile","institution_ids":["https://openalex.org/I4210106007"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5128261761","display_name":"Alex Barrales-Araneda","orcid":null},"institutions":[{"id":"https://openalex.org/I2801039369","display_name":"Marconi University","ror":"https://ror.org/00j0rk173","country_code":"IT","type":"education","lineage":["https://openalex.org/I2801039369"]},{"id":"https://openalex.org/I4210098188","display_name":"Laboratori Guglielmo Marconi (Italy)","ror":"https://ror.org/01r3vad87","country_code":"IT","type":"company","lineage":["https://openalex.org/I4210098188"]},{"id":"https://openalex.org/I9360294","display_name":"University of Bologna","ror":"https://ror.org/01111rn36","country_code":"IT","type":"education","lineage":["https://openalex.org/I9360294"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Alex Barrales-Araneda","raw_affiliation_strings":["Department of Electrical, Electronic and Information Engineering \u201cGuglielmo Marconi\u201d, University of Bologna, Viale Risorgimento 2, 40136, Bologna, Italy"],"affiliations":[{"raw_affiliation_string":"Department of Electrical, Electronic and Information Engineering \u201cGuglielmo Marconi\u201d, University of Bologna, Viale Risorgimento 2, 40136, Bologna, Italy","institution_ids":["https://openalex.org/I4210098188","https://openalex.org/I2801039369","https://openalex.org/I9360294"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5128229438","display_name":"Jairo R. Coronado-Hernandez","orcid":null},"institutions":[{"id":"https://openalex.org/I4210112678","display_name":"University of the Coast","ror":"https://ror.org/01v5nhr20","country_code":"CO","type":"education","lineage":["https://openalex.org/I4210112678"]}],"countries":["CO"],"is_corresponding":false,"raw_author_name":"Jairo R. Coronado-Hernandez","raw_affiliation_strings":["Departamento de Productividad e Innovaci\u00f3n, Universidad de la Costa CUC, Barranquilla, Colombia"],"affiliations":[{"raw_affiliation_string":"Departamento de Productividad e Innovaci\u00f3n, Universidad de la Costa CUC, Barranquilla, Colombia","institution_ids":["https://openalex.org/I4210112678"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5128261761"],"corresponding_institution_ids":["https://openalex.org/I2801039369","https://openalex.org/I4210098188","https://openalex.org/I9360294"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.87230216,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"245","last_page":"260"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10064","display_name":"Complex Network Analysis Techniques","score":0.36329999566078186,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10064","display_name":"Complex Network Analysis Techniques","score":0.36329999566078186,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11273","display_name":"Advanced Graph Neural Networks","score":0.25440001487731934,"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/T13918","display_name":"Advanced Data and IoT Technologies","score":0.05779999867081642,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/link","display_name":"Link (geometry)","score":0.6972000002861023},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.6126999855041504},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.564300000667572},{"id":"https://openalex.org/keywords/link-analysis","display_name":"Link analysis","score":0.4244000017642975},{"id":"https://openalex.org/keywords/telecommunications-network","display_name":"Telecommunications network","score":0.3970000147819519},{"id":"https://openalex.org/keywords/graph-theory","display_name":"Graph theory","score":0.3504999876022339}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7513999938964844},{"id":"https://openalex.org/C2778753846","wikidata":"https://www.wikidata.org/wiki/Q6554239","display_name":"Link (geometry)","level":2,"score":0.6972000002861023},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.6126999855041504},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.564300000667572},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.4900999963283539},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.42559999227523804},{"id":"https://openalex.org/C1173588","wikidata":"https://www.wikidata.org/wiki/Q6554294","display_name":"Link analysis","level":2,"score":0.4244000017642975},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.4059000015258789},{"id":"https://openalex.org/C192126672","wikidata":"https://www.wikidata.org/wiki/Q1068715","display_name":"Telecommunications network","level":2,"score":0.3970000147819519},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3847000002861023},{"id":"https://openalex.org/C88230418","wikidata":"https://www.wikidata.org/wiki/Q131476","display_name":"Graph theory","level":2,"score":0.3504999876022339},{"id":"https://openalex.org/C2984842247","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep neural networks","level":3,"score":0.34769999980926514},{"id":"https://openalex.org/C2985904603","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Information networks","level":2,"score":0.29030001163482666},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.288100004196167},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.2856999933719635},{"id":"https://openalex.org/C2987255567","wikidata":"https://www.wikidata.org/wiki/Q33002955","display_name":"Knowledge graph","level":2,"score":0.27320000529289246},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.250900000333786},{"id":"https://openalex.org/C51675839","wikidata":"https://www.wikidata.org/wiki/Q1665681","display_name":"Intelligent Network","level":2,"score":0.2508000135421753}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-032-16848-1_19","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-032-16848-1_19","pdf_url":null,"source":{"id":"https://openalex.org/S2764900261","display_name":"Communications in computer and information science","issn_l":"1865-0929","issn":["1865-0929","1865-0937"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Communications in Computer and Information Science","raw_type":"book-chapter"}],"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/W1556758605","https://openalex.org/W1971421925","https://openalex.org/W2089554624","https://openalex.org/W2127048411","https://openalex.org/W2128678576","https://openalex.org/W2131681506","https://openalex.org/W2151936673","https://openalex.org/W2393319904","https://openalex.org/W2565330852","https://openalex.org/W2897249806","https://openalex.org/W2901504064","https://openalex.org/W2907492528","https://openalex.org/W2962756421","https://openalex.org/W2966321063","https://openalex.org/W3152893301","https://openalex.org/W4232932184","https://openalex.org/W4389459214","https://openalex.org/W4401499039","https://openalex.org/W4406754298","https://openalex.org/W4407638880","https://openalex.org/W4410027881"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2026-03-07T00:00:00"}
