{"id":"https://openalex.org/W4391519779","doi":"https://doi.org/10.1186/s40537-024-00883-z","title":"Internal dynamics of patent reference networks using the Bray\u2013Curtis dissimilarity measure","display_name":"Internal dynamics of patent reference networks using the Bray\u2013Curtis dissimilarity measure","publication_year":2024,"publication_date":"2024-02-04","ids":{"openalex":"https://openalex.org/W4391519779","doi":"https://doi.org/10.1186/s40537-024-00883-z"},"language":"en","primary_location":{"id":"doi:10.1186/s40537-024-00883-z","is_oa":true,"landing_page_url":"http://dx.doi.org/10.1186/s40537-024-00883-z","pdf_url":"https://journalofbigdata.springeropen.com/counter/pdf/10.1186/s40537-024-00883-z","source":{"id":"https://openalex.org/S2737955091","display_name":"Journal Of Big Data","issn_l":"2196-1115","issn":["2196-1115"],"is_oa":true,"is_in_doaj":true,"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":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Big Data","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://journalofbigdata.springeropen.com/counter/pdf/10.1186/s40537-024-00883-z","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5083583993","display_name":"J\u00f3zsef Baranyi","orcid":"https://orcid.org/0000-0001-8360-6021"},"institutions":[{"id":"https://openalex.org/I132735039","display_name":"University of Debrecen","ror":"https://ror.org/02xf66n48","country_code":"HU","type":"education","lineage":["https://openalex.org/I132735039"]}],"countries":["HU"],"is_corresponding":true,"raw_author_name":"J\u00f3zsef Baranyi","raw_affiliation_strings":["Institute of Nutrition, University of Debrecen, Debrecen, Hungary"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Nutrition, University of Debrecen, Debrecen, Hungary","institution_ids":["https://openalex.org/I132735039"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003167171","display_name":"Szilveszter Csorba","orcid":"https://orcid.org/0000-0002-2238-4469"},"institutions":[{"id":"https://openalex.org/I4210136554","display_name":"University of Veterinary Medicine","ror":"https://ror.org/03vayv672","country_code":"HU","type":"education","lineage":["https://openalex.org/I4210136554"]}],"countries":["HU"],"is_corresponding":false,"raw_author_name":"Szilveszter Csorba","raw_affiliation_strings":["Digital Food Institute, University of Veterinary Medicine, Budapest, Hungary"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Digital Food Institute, University of Veterinary Medicine, Budapest, Hungary","institution_ids":["https://openalex.org/I4210136554"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048298647","display_name":"Zsuzsa Farkas","orcid":"https://orcid.org/0000-0002-5566-431X"},"institutions":[{"id":"https://openalex.org/I4210136554","display_name":"University of Veterinary Medicine","ror":"https://ror.org/03vayv672","country_code":"HU","type":"education","lineage":["https://openalex.org/I4210136554"]}],"countries":["HU"],"is_corresponding":false,"raw_author_name":"Zsuzsa Farkas","raw_affiliation_strings":["Digital Food Institute, University of Veterinary Medicine, Budapest, Hungary"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Digital Food Institute, University of Veterinary Medicine, Budapest, Hungary","institution_ids":["https://openalex.org/I4210136554"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011922930","display_name":"T\u00fcnde Pacza","orcid":"https://orcid.org/0000-0002-7743-5112"},"institutions":[{"id":"https://openalex.org/I132735039","display_name":"University of Debrecen","ror":"https://ror.org/02xf66n48","country_code":"HU","type":"education","lineage":["https://openalex.org/I132735039"]}],"countries":["HU"],"is_corresponding":false,"raw_author_name":"T\u00fcnde Pacza","raw_affiliation_strings":["Doctoral School of Food and Nutrition Science, University of Debrecen, Debrecen, Hungary"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Doctoral School of Food and Nutrition Science, University of Debrecen, Debrecen, Hungary","institution_ids":["https://openalex.org/I132735039"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5074100476","display_name":"\u00c1kos J\u00f3\u017awiak","orcid":"https://orcid.org/0000-0001-6891-320X"},"institutions":[{"id":"https://openalex.org/I4210136554","display_name":"University of Veterinary Medicine","ror":"https://ror.org/03vayv672","country_code":"HU","type":"education","lineage":["https://openalex.org/I4210136554"]}],"countries":["HU"],"is_corresponding":false,"raw_author_name":"\u00c1kos J\u00f3zwiak","raw_affiliation_strings":["Digital Food Institute, University of Veterinary Medicine, Budapest, Hungary"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Digital Food Institute, University of Veterinary Medicine, Budapest, Hungary","institution_ids":["https://openalex.org/I4210136554"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5083583993"],"corresponding_institution_ids":["https://openalex.org/I132735039"],"apc_list":{"value":1060,"currency":"GBP","value_usd":1300},"apc_paid":{"value":1060,"currency":"GBP","value_usd":1300},"fwci":1.9726,"has_fulltext":true,"cited_by_count":3,"citation_normalized_percentile":{"value":0.8594419,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":98},"biblio":{"volume":"11","issue":"1","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10856","display_name":"Intellectual Property and Patents","score":0.9638000130653381,"subfield":{"id":"https://openalex.org/subfields/1405","display_name":"Management of Technology and Innovation"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T10856","display_name":"Intellectual Property and Patents","score":0.9638000130653381,"subfield":{"id":"https://openalex.org/subfields/1405","display_name":"Management of Technology and Innovation"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/measure","display_name":"Measure (data warehouse)","score":0.8068172335624695},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6668479442596436},{"id":"https://openalex.org/keywords/computational-science-and-engineering","display_name":"Computational Science and Engineering","score":0.6585808992385864},{"id":"https://openalex.org/keywords/dynamics","display_name":"Dynamics (music)","score":0.46087199449539185},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.30998653173446655},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.18885621428489685},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.08747640252113342}],"concepts":[{"id":"https://openalex.org/C2780009758","wikidata":"https://www.wikidata.org/wiki/Q6804172","display_name":"Measure (data warehouse)","level":2,"score":0.8068172335624695},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6668479442596436},{"id":"https://openalex.org/C68597687","wikidata":"https://www.wikidata.org/wiki/Q362601","display_name":"Computational Science and Engineering","level":2,"score":0.6585808992385864},{"id":"https://openalex.org/C145912823","wikidata":"https://www.wikidata.org/wiki/Q113558","display_name":"Dynamics (music)","level":2,"score":0.46087199449539185},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.30998653173446655},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.18885621428489685},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.08747640252113342},{"id":"https://openalex.org/C24890656","wikidata":"https://www.wikidata.org/wiki/Q82811","display_name":"Acoustics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1186/s40537-024-00883-z","is_oa":true,"landing_page_url":"http://dx.doi.org/10.1186/s40537-024-00883-z","pdf_url":"https://journalofbigdata.springeropen.com/counter/pdf/10.1186/s40537-024-00883-z","source":{"id":"https://openalex.org/S2737955091","display_name":"Journal Of Big Data","issn_l":"2196-1115","issn":["2196-1115"],"is_oa":true,"is_in_doaj":true,"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":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Big Data","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:b98e073e703e4808b5f6df64e33ee7d0","is_oa":true,"landing_page_url":"https://doaj.org/article/b98e073e703e4808b5f6df64e33ee7d0","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Journal of Big Data, Vol 11, Iss 1, Pp 1-10 (2024)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1186/s40537-024-00883-z","is_oa":true,"landing_page_url":"http://dx.doi.org/10.1186/s40537-024-00883-z","pdf_url":"https://journalofbigdata.springeropen.com/counter/pdf/10.1186/s40537-024-00883-z","source":{"id":"https://openalex.org/S2737955091","display_name":"Journal Of Big Data","issn_l":"2196-1115","issn":["2196-1115"],"is_oa":true,"is_in_doaj":true,"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":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Big Data","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4391519779.pdf","grobid_xml":"https://content.openalex.org/works/W4391519779.grobid-xml"},"referenced_works_count":8,"referenced_works":["https://openalex.org/W1999597013","https://openalex.org/W2008620264","https://openalex.org/W2016381774","https://openalex.org/W2042646962","https://openalex.org/W2147618390","https://openalex.org/W2275903907","https://openalex.org/W2927804325","https://openalex.org/W4366753706"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W4255837520","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W2382290278","https://openalex.org/W2478288626","https://openalex.org/W2350741829","https://openalex.org/W2530322880"],"abstract_inverted_index":{"Abstract":[0,224],"Background":[1],"Patents":[2],"are":[3,16,27,117],"indicators":[4],"of":[5,45,78,85,95,98,113,150,159,170,201,208],"technological":[6,184],"developments.":[7],"The":[8,61,175,194],"science":[9],"&":[10],"technology":[11],"categories,":[12],"to":[13,33,50,54,73,181,186],"which":[14],"they":[15],"assigned":[17],"to,":[18],"form":[19],"a":[20,43,110,144,151,157,164],"directed,":[21],"weighted":[22],"network":[23,38,87],"where":[24],"the":[25,28,34,75,83,86,91,96,120,133,148,168,171,198,202,206,209],"links":[26,103],"references":[29],"between":[30,138],"patents":[31],"belonging":[32],"respective":[35],"categories.":[36],"This":[37],"can":[39,70,213],"be":[40,71,179],"conceived":[41],"as":[42,215],"kind":[44],"intellectual":[46],"ecology,":[47,69],"lending":[48],"itself":[49],"mathematical":[51],"analyses":[52],"analogous":[53],"those":[55],"carried":[56],"out":[57],"in":[58,67,153],"numerical":[59],"ecology.":[60],"non-metric":[62],"Bray\u2013Curtis":[63],"dissimilarity,":[64],"commonly":[65],"used":[66,72],"quantitative":[68],"describe":[74],"internal":[76,199],"dynamics":[77,200],"this":[79,115],"network.":[80],"Results":[81],"While":[82],"degree-distribution":[84],"remained":[88],"stable":[89],"during":[90,156],"studied":[92],"years,":[93],"that":[94,105,119],"sub-networks":[97],"with":[99,163],"at":[100],"least":[101],"k":[102,106],"showed":[104],"=":[107],"5":[108],"is":[109],"critical":[111],"number":[112],"citations:":[114],"many":[116],"needed":[118],"bias":[121],"towards":[122],"already":[123],"highly":[124],"cited":[125],"works":[126],"come":[127],"into":[128],"effect":[129],"(preferential":[130],"attachment).":[131],"Using":[132],"d":[134,154],"ij":[135,155],"Bay-Curtis":[136],"dissimilarity":[137],"nodes":[139],"i":[140],"and":[141],"j":[142],",":[143],"surprising":[145],"pattern":[146,195],"emerged:":[147],"log-probability":[149],"change":[152,172],"quarter":[158],"year":[160],"depended":[161],"linearly,":[162],"negative":[165],"coefficient,":[166],"on":[167,191,197,205],"magnitude":[169],"itself.":[173],"Conclusions":[174],"developed":[176],"methodology":[177],"could":[178],"useful":[180],"detect":[182],"emerging":[183],"developments,":[185],"aid":[187],"decisions,":[188],"for":[189],"example,":[190],"resource":[192],"allocation.":[193],"found":[196],"system":[203],"depends":[204],"categorisation":[207,221],"patents,":[210],"therefore":[211],"it":[212],"serve":[214],"an":[216],"indicator":[217],"when":[218],"comparing":[219],"different":[220],"methods.":[222],"Graphical":[223]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}