{"id":"https://openalex.org/W2946832524","doi":"https://doi.org/10.1007/978-3-030-21733-4_6","title":"Unveiling Latent Relations in the Photonics Techno-Economic Complex System","display_name":"Unveiling Latent Relations in the Photonics Techno-Economic Complex System","publication_year":2019,"publication_date":"2019-01-01","ids":{"openalex":"https://openalex.org/W2946832524","doi":"https://doi.org/10.1007/978-3-030-21733-4_6","mag":"2946832524"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-21733-4_6","is_oa":true,"landing_page_url":"https://doi.org/10.1007/978-3-030-21733-4_6","pdf_url":"https://link.springer.com/content/pdf/10.1007%2F978-3-030-21733-4_6.pdf","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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","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":true,"oa_status":"hybrid","oa_url":"https://link.springer.com/content/pdf/10.1007%2F978-3-030-21733-4_6.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5019684855","display_name":"Sofia Samoili","orcid":"https://orcid.org/0000-0002-1997-007X"},"institutions":[{"id":"https://openalex.org/I4210166174","display_name":"Joint Research Center","ror":"https://ror.org/05a4nj078","country_code":"ES","type":"government","lineage":["https://openalex.org/I1320481043","https://openalex.org/I2800387288","https://openalex.org/I4210161702","https://openalex.org/I4210166174"]}],"countries":["ES"],"is_corresponding":true,"raw_author_name":"Sofia Samoili","raw_affiliation_strings":["Edificio EXPO, Calle Inca Garcilaso, 3, 41092, Seville, Spain","European Commission, Joint Research Centre (JRC), Seville, Spain"],"raw_orcid":"https://orcid.org/0000-0002-1997-007X","affiliations":[{"raw_affiliation_string":"Edificio EXPO, Calle Inca Garcilaso, 3, 41092, Seville, Spain","institution_ids":[]},{"raw_affiliation_string":"European Commission, Joint Research Centre (JRC), Seville, Spain","institution_ids":["https://openalex.org/I4210166174"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068727780","display_name":"Riccardo Righi","orcid":"https://orcid.org/0000-0002-7472-4293"},"institutions":[{"id":"https://openalex.org/I4210166174","display_name":"Joint Research Center","ror":"https://ror.org/05a4nj078","country_code":"ES","type":"government","lineage":["https://openalex.org/I1320481043","https://openalex.org/I2800387288","https://openalex.org/I4210161702","https://openalex.org/I4210166174"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Riccardo Righi","raw_affiliation_strings":["Edificio EXPO, Calle Inca Garcilaso, 3, 41092, Seville, Spain","European Commission, Joint Research Centre (JRC), Seville, Spain"],"raw_orcid":"https://orcid.org/0000-0002-7472-4293","affiliations":[{"raw_affiliation_string":"Edificio EXPO, Calle Inca Garcilaso, 3, 41092, Seville, Spain","institution_ids":[]},{"raw_affiliation_string":"European Commission, Joint Research Centre (JRC), Seville, Spain","institution_ids":["https://openalex.org/I4210166174"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000216536","display_name":"Montserrat L\u00f3pez-Cobo","orcid":"https://orcid.org/0000-0003-3351-1352"},"institutions":[{"id":"https://openalex.org/I4210166174","display_name":"Joint Research Center","ror":"https://ror.org/05a4nj078","country_code":"ES","type":"government","lineage":["https://openalex.org/I1320481043","https://openalex.org/I2800387288","https://openalex.org/I4210161702","https://openalex.org/I4210166174"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Montserrat Lopez-Cobo","raw_affiliation_strings":["Edificio EXPO, Calle Inca Garcilaso, 3, 41092, Seville, Spain","European Commission, Joint Research Centre (JRC), Seville, Spain"],"raw_orcid":"https://orcid.org/0000-0003-3351-1352","affiliations":[{"raw_affiliation_string":"Edificio EXPO, Calle Inca Garcilaso, 3, 41092, Seville, Spain","institution_ids":[]},{"raw_affiliation_string":"European Commission, Joint Research Centre (JRC), Seville, Spain","institution_ids":["https://openalex.org/I4210166174"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060722646","display_name":"Melisande Cardona","orcid":"https://orcid.org/0000-0002-2813-0128"},"institutions":[{"id":"https://openalex.org/I4210166174","display_name":"Joint Research Center","ror":"https://ror.org/05a4nj078","country_code":"ES","type":"government","lineage":["https://openalex.org/I1320481043","https://openalex.org/I2800387288","https://openalex.org/I4210161702","https://openalex.org/I4210166174"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Melisande Cardona","raw_affiliation_strings":["Edificio EXPO, Calle Inca Garcilaso, 3, 41092, Seville, Spain","European Commission, Joint Research Centre (JRC), Seville, Spain"],"raw_orcid":"https://orcid.org/0000-0002-2813-0128","affiliations":[{"raw_affiliation_string":"Edificio EXPO, Calle Inca Garcilaso, 3, 41092, Seville, Spain","institution_ids":[]},{"raw_affiliation_string":"European Commission, Joint Research Centre (JRC), Seville, Spain","institution_ids":["https://openalex.org/I4210166174"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5037940640","display_name":"Giuditta De Prato","orcid":"https://orcid.org/0000-0003-3224-0263"},"institutions":[{"id":"https://openalex.org/I4210166174","display_name":"Joint Research Center","ror":"https://ror.org/05a4nj078","country_code":"ES","type":"government","lineage":["https://openalex.org/I1320481043","https://openalex.org/I2800387288","https://openalex.org/I4210161702","https://openalex.org/I4210166174"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Giuditta De Prato","raw_affiliation_strings":["Edificio EXPO, Calle Inca Garcilaso, 3, 41092, Seville, Spain","European Commission, Joint Research Centre (JRC), Seville, Spain"],"raw_orcid":"https://orcid.org/0000-0003-3224-0263","affiliations":[{"raw_affiliation_string":"Edificio EXPO, Calle Inca Garcilaso, 3, 41092, Seville, Spain","institution_ids":[]},{"raw_affiliation_string":"European Commission, Joint Research Centre (JRC), Seville, Spain","institution_ids":["https://openalex.org/I4210166174"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5019684855"],"corresponding_institution_ids":["https://openalex.org/I4210166174"],"apc_list":null,"apc_paid":null,"fwci":1.5953,"has_fulltext":true,"cited_by_count":2,"citation_normalized_percentile":{"value":0.81801265,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"72","last_page":"90"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10064","display_name":"Complex Network Analysis Techniques","score":0.9606999754905701,"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":0.9606999754905701,"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/T14143","display_name":"Economic and Technological Innovation","score":0.9186000227928162,"subfield":{"id":"https://openalex.org/subfields/2002","display_name":"Economics and Econometrics"},"field":{"id":"https://openalex.org/fields/20","display_name":"Economics, Econometrics and Finance"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/latent-dirichlet-allocation","display_name":"Latent Dirichlet allocation","score":0.90525221824646},{"id":"https://openalex.org/keywords/latent-semantic-analysis","display_name":"Latent semantic analysis","score":0.7717505693435669},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5664389729499817},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5549482107162476},{"id":"https://openalex.org/keywords/topic-model","display_name":"Topic model","score":0.5203208923339844},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.39622971415519714},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.26502564549446106}],"concepts":[{"id":"https://openalex.org/C500882744","wikidata":"https://www.wikidata.org/wiki/Q269236","display_name":"Latent Dirichlet allocation","level":3,"score":0.90525221824646},{"id":"https://openalex.org/C170133592","wikidata":"https://www.wikidata.org/wiki/Q1806883","display_name":"Latent semantic analysis","level":2,"score":0.7717505693435669},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5664389729499817},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5549482107162476},{"id":"https://openalex.org/C171686336","wikidata":"https://www.wikidata.org/wiki/Q3532085","display_name":"Topic model","level":2,"score":0.5203208923339844},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.39622971415519714},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.26502564549446106},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/978-3-030-21733-4_6","is_oa":true,"landing_page_url":"https://doi.org/10.1007/978-3-030-21733-4_6","pdf_url":"https://link.springer.com/content/pdf/10.1007%2F978-3-030-21733-4_6.pdf","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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Communications in Computer and Information Science","raw_type":"book-chapter"},{"id":"pmh:oai:publications.jrc.ec.europa.eu:111111111/56395","is_oa":true,"landing_page_url":"https://link.springer.com/chapter/10.1007/978-3-030-21733-4_6","pdf_url":null,"source":{"id":"https://openalex.org/S4306401126","display_name":"Joint Research Centre (European Commission)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I2800387288","host_organization_name":"European Commission","host_organization_lineage":["https://openalex.org/I2800387288"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Articles in periodicals and books"}],"best_oa_location":{"id":"doi:10.1007/978-3-030-21733-4_6","is_oa":true,"landing_page_url":"https://doi.org/10.1007/978-3-030-21733-4_6","pdf_url":"https://link.springer.com/content/pdf/10.1007%2F978-3-030-21733-4_6.pdf","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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Communications in Computer and Information Science","raw_type":"book-chapter"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2946832524.pdf","grobid_xml":"https://content.openalex.org/works/W2946832524.grobid-xml"},"referenced_works_count":30,"referenced_works":["https://openalex.org/W263845233","https://openalex.org/W398424092","https://openalex.org/W1482405090","https://openalex.org/W1527555409","https://openalex.org/W1546631252","https://openalex.org/W1548699411","https://openalex.org/W1880262756","https://openalex.org/W1982167371","https://openalex.org/W1988022649","https://openalex.org/W1989132006","https://openalex.org/W1989742824","https://openalex.org/W2001082470","https://openalex.org/W2044204909","https://openalex.org/W2056360146","https://openalex.org/W2060108852","https://openalex.org/W2063392856","https://openalex.org/W2073414385","https://openalex.org/W2090491854","https://openalex.org/W2160170318","https://openalex.org/W2164998314","https://openalex.org/W2292296149","https://openalex.org/W2913907523","https://openalex.org/W2951271819","https://openalex.org/W2962842434","https://openalex.org/W3006674551","https://openalex.org/W3106488715","https://openalex.org/W3122116504","https://openalex.org/W3126033509","https://openalex.org/W4255846079","https://openalex.org/W6631490104"],"related_works":["https://openalex.org/W2921491680","https://openalex.org/W2995939990","https://openalex.org/W2996839460","https://openalex.org/W2914864478","https://openalex.org/W4297006557","https://openalex.org/W2402771052","https://openalex.org/W2474958513","https://openalex.org/W2035259174","https://openalex.org/W4390916997","https://openalex.org/W2049446342"],"abstract_inverted_index":{"The":[0,22],"aim":[1],"of":[2,19,63,87,111,165,168,197,203,211,220],"this":[3],"study":[4],"is":[5,24,53,176],"to":[6,25,55,178],"capture":[7],"a":[8,16,34,57,83],"technology\u2019s":[9],"pathway":[10],"by":[11],"identifying":[12],"emerging":[13],"subdomains":[14,146],"in":[15,33,92,102],"complex":[17],"system":[18],"economic":[20,61,71,103,173,212],"processes.":[21],"objective":[23],"uncover":[26],"indirect":[27],"latent":[28,99,218],"relations":[29,219],"among":[30,192],"agents":[31,221],"interacting":[32],"specific":[35],"techno-economic":[36],"segment":[37],"(TES).":[38],"A":[39],"methodology,":[40],"including":[41],"an":[42],"\u201cExtract-Transform-Load\u201d":[43],"(ETL)":[44],"process":[45],"preceding":[46],"the":[47,64,68,136,142,159,162,166,171,181,195,198,204,209,217],"two":[48],"steps":[49],"aimed":[50],"for":[51,120],"analysis,":[52],"developed":[54],"analyse":[56],"TES":[58],"regarding":[59],"R&D":[60,73,174],"processes":[62],"photonics":[65],"technology.":[66],"In":[67,141],"first":[69],"step,":[70,144],"relevant":[72],"activities":[74,152,175,213],"(EU":[75],"funded":[76],"projects":[77],"and":[78,98,122,126,150,180,202],"patents)":[79],"are":[80,116,129,153,214,222],"analysed":[81],"through":[82,155],"multilayer":[84],"network":[85],"(MLN)":[86],"agents,":[88,179],"considering":[89],"their":[90,123],"interactions":[91],"three":[93],"dimensions,":[94],"which":[95],"represent":[96],"occurred":[97],"relationships:":[100],"co-participations":[101],"activities,":[104],"common":[105,109],"geographical":[106],"location":[107],"provenance,":[108],"use":[110],"technological":[112,139,145],"terms.":[113],"Then":[114],"communities":[115],"detected":[117],"(Infomap":[118],"Algorithm":[119],"MLN),":[121],"ongoing":[124],"within":[125],"between":[127],"connections":[128,191],"studied,":[130],"as":[131],"potential":[132,189],"factors":[133],"that":[134],"affect":[135],"entire":[137],"structured":[138],"ecosystem.":[140],"second":[143],"associated":[147,177],"with":[148],"method-oriented":[149],"application-oriented":[151],"identified":[154],"topic":[156,182,205],"modelling.":[157],"Using":[158],"MLN":[160,199],"structure,":[161],"textual":[163],"information":[164],"corpus":[167],"documents":[169],"describing":[170],"aforementioned":[172],"model":[183],"(Latent":[184],"Dirichlet":[185],"Allocation)":[186],"uncovers":[187],"additional":[188],"semantic":[190],"them.":[193],"Subsequently,":[194],"results":[196],"community":[200],"detection":[201],"modelling":[206],"based":[207],"on":[208],"descriptions":[210],"considered.":[215],"Hence,":[216],"mapped.":[223]},"counts_by_year":[{"year":2020,"cited_by_count":2}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}