{"id":"https://openalex.org/W4401231426","doi":"https://doi.org/10.3389/frma.2024.1432673","title":"Patent data-driven analysis of literature associations with changing innovation trends","display_name":"Patent data-driven analysis of literature associations with changing innovation trends","publication_year":2024,"publication_date":"2024-08-01","ids":{"openalex":"https://openalex.org/W4401231426","doi":"https://doi.org/10.3389/frma.2024.1432673","pmid":"https://pubmed.ncbi.nlm.nih.gov/39149511"},"language":"en","primary_location":{"id":"doi:10.3389/frma.2024.1432673","is_oa":true,"landing_page_url":"https://doi.org/10.3389/frma.2024.1432673","pdf_url":"https://public-pages-files-2025.frontiersin.org/journals/research-metrics-and-analytics/articles/10.3389/frma.2024.1432673/pdf","source":{"id":"https://openalex.org/S2596295431","display_name":"Frontiers in Research Metrics and Analytics","issn_l":"2504-0537","issn":["2504-0537"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320527","host_organization_name":"Frontiers Media","host_organization_lineage":["https://openalex.org/P4310320527"],"host_organization_lineage_names":["Frontiers Media"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Research Metrics and Analytics","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://public-pages-files-2025.frontiersin.org/journals/research-metrics-and-analytics/articles/10.3389/frma.2024.1432673/pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5071294543","display_name":"Adrian Sven Geissler","orcid":"https://orcid.org/0000-0002-2841-8842"},"institutions":[{"id":"https://openalex.org/I124055696","display_name":"University of Copenhagen","ror":"https://ror.org/035b05819","country_code":"DK","type":"education","lineage":["https://openalex.org/I124055696"]}],"countries":["DK"],"is_corresponding":false,"raw_author_name":"Adrian Sven Geissler","raw_affiliation_strings":["Center for non-coding RNA in Technology and Health, Department of Veterinary and Animal Sciences, University of Copenhagen, Frederiksberg, Denmark"],"affiliations":[{"raw_affiliation_string":"Center for non-coding RNA in Technology and Health, Department of Veterinary and Animal Sciences, University of Copenhagen, Frederiksberg, Denmark","institution_ids":["https://openalex.org/I124055696"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004614832","display_name":"Jan Gorodkin","orcid":"https://orcid.org/0000-0001-5823-4000"},"institutions":[{"id":"https://openalex.org/I124055696","display_name":"University of Copenhagen","ror":"https://ror.org/035b05819","country_code":"DK","type":"education","lineage":["https://openalex.org/I124055696"]}],"countries":["DK"],"is_corresponding":false,"raw_author_name":"Jan Gorodkin","raw_affiliation_strings":["Center for non-coding RNA in Technology and Health, Department of Veterinary and Animal Sciences, University of Copenhagen, Frederiksberg, Denmark"],"affiliations":[{"raw_affiliation_string":"Center for non-coding RNA in Technology and Health, Department of Veterinary and Animal Sciences, University of Copenhagen, Frederiksberg, Denmark","institution_ids":["https://openalex.org/I124055696"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5044386095","display_name":"Stefan E. Seemann","orcid":"https://orcid.org/0000-0002-2359-4927"},"institutions":[{"id":"https://openalex.org/I124055696","display_name":"University of Copenhagen","ror":"https://ror.org/035b05819","country_code":"DK","type":"education","lineage":["https://openalex.org/I124055696"]}],"countries":["DK"],"is_corresponding":true,"raw_author_name":"Stefan Ernst Seemann","raw_affiliation_strings":["Center for non-coding RNA in Technology and Health, Department of Veterinary and Animal Sciences, University of Copenhagen, Frederiksberg, Denmark"],"affiliations":[{"raw_affiliation_string":"Center for non-coding RNA in Technology and Health, Department of Veterinary and Animal Sciences, University of Copenhagen, Frederiksberg, Denmark","institution_ids":["https://openalex.org/I124055696"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5044386095"],"corresponding_institution_ids":["https://openalex.org/I124055696"],"apc_list":{"value":950,"currency":"USD","value_usd":950},"apc_paid":{"value":950,"currency":"USD","value_usd":950},"fwci":0.6998,"has_fulltext":true,"cited_by_count":3,"citation_normalized_percentile":{"value":0.69649372,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":"9","issue":null,"first_page":"1432673","last_page":"1432673"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10878","display_name":"CRISPR and Genetic Engineering","score":0.996999979019165,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T10878","display_name":"CRISPR and Genetic Engineering","score":0.996999979019165,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T13937","display_name":"Genetics, Bioinformatics, and Biomedical Research","score":0.9412000179290771,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/patent-analysis","display_name":"Patent analysis","score":0.605172336101532},{"id":"https://openalex.org/keywords/economic-geography","display_name":"Economic geography","score":0.4582253694534302},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.4569258689880371},{"id":"https://openalex.org/keywords/regional-science","display_name":"Regional science","score":0.39416998624801636},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3196962773799896},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.1894805133342743}],"concepts":[{"id":"https://openalex.org/C2778029865","wikidata":"https://www.wikidata.org/wiki/Q25110998","display_name":"Patent analysis","level":2,"score":0.605172336101532},{"id":"https://openalex.org/C26271046","wikidata":"https://www.wikidata.org/wiki/Q187097","display_name":"Economic geography","level":1,"score":0.4582253694534302},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.4569258689880371},{"id":"https://openalex.org/C148383697","wikidata":"https://www.wikidata.org/wiki/Q1781695","display_name":"Regional science","level":1,"score":0.39416998624801636},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3196962773799896},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.1894805133342743}],"mesh":[],"locations_count":5,"locations":[{"id":"doi:10.3389/frma.2024.1432673","is_oa":true,"landing_page_url":"https://doi.org/10.3389/frma.2024.1432673","pdf_url":"https://public-pages-files-2025.frontiersin.org/journals/research-metrics-and-analytics/articles/10.3389/frma.2024.1432673/pdf","source":{"id":"https://openalex.org/S2596295431","display_name":"Frontiers in Research Metrics and Analytics","issn_l":"2504-0537","issn":["2504-0537"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320527","host_organization_name":"Frontiers Media","host_organization_lineage":["https://openalex.org/P4310320527"],"host_organization_lineage_names":["Frontiers Media"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Research Metrics and Analytics","raw_type":"journal-article"},{"id":"pmid:39149511","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/39149511","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in research metrics and analytics","raw_type":null},{"id":"pmh:oai:pubmedcentral.nih.gov:11324476","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/11324476","pdf_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC11324476/pdf/frma-09-1432673.pdf","source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"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":"Front Res Metr Anal","raw_type":"Text"},{"id":"pmh:oai:pure.atira.dk:publications/f5dcb18a-38a7-41bc-82ec-23c595759f3e","is_oa":true,"landing_page_url":"https://researchprofiles.ku.dk/da/publications/f5dcb18a-38a7-41bc-82ec-23c595759f3e","pdf_url":"https://curis.ku.dk/ws/files/403389904/Patent_data_driven_analysis_of_literature_associations_with_changing_innovation_trends.pdf","source":{"id":"https://openalex.org/S4306401983","display_name":"Research at the University of Copenhagen (University of Copenhagen)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I124055696","host_organization_name":"University of Copenhagen","host_organization_lineage":["https://openalex.org/I124055696"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Geissler , A S , Gorodkin , J & Seemann , S E 2024 , ' Patent data-driven analysis of literature associations with changing innovation trends ' , Frontiers in Research Metrics and Analytics , vol. 9 , 1432673 . https://doi.org/10.3389/frma.2024.1432673","raw_type":"article"},{"id":"pmh:oai:doaj.org/article:d49cbf7577af4908868781e41077092a","is_oa":true,"landing_page_url":"https://doaj.org/article/d49cbf7577af4908868781e41077092a","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Frontiers in Research Metrics and Analytics, Vol 9 (2024)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.3389/frma.2024.1432673","is_oa":true,"landing_page_url":"https://doi.org/10.3389/frma.2024.1432673","pdf_url":"https://public-pages-files-2025.frontiersin.org/journals/research-metrics-and-analytics/articles/10.3389/frma.2024.1432673/pdf","source":{"id":"https://openalex.org/S2596295431","display_name":"Frontiers in Research Metrics and Analytics","issn_l":"2504-0537","issn":["2504-0537"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320527","host_organization_name":"Frontiers Media","host_organization_lineage":["https://openalex.org/P4310320527"],"host_organization_lineage_names":["Frontiers Media"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Research Metrics and Analytics","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4401231426.pdf","grobid_xml":"https://content.openalex.org/works/W4401231426.grobid-xml"},"referenced_works_count":49,"referenced_works":["https://openalex.org/W22857079","https://openalex.org/W166191009","https://openalex.org/W620065088","https://openalex.org/W1507285921","https://openalex.org/W1587821926","https://openalex.org/W1724739400","https://openalex.org/W1909179892","https://openalex.org/W1965721320","https://openalex.org/W1973628995","https://openalex.org/W1988115357","https://openalex.org/W2000508324","https://openalex.org/W2013643920","https://openalex.org/W2020868573","https://openalex.org/W2040986477","https://openalex.org/W2045435533","https://openalex.org/W2055043387","https://openalex.org/W2059284967","https://openalex.org/W2064815984","https://openalex.org/W2081350964","https://openalex.org/W2087221054","https://openalex.org/W2091615587","https://openalex.org/W2093504658","https://openalex.org/W2098571599","https://openalex.org/W2110417468","https://openalex.org/W2111316709","https://openalex.org/W2117230023","https://openalex.org/W2120109270","https://openalex.org/W2129606791","https://openalex.org/W2145702944","https://openalex.org/W2149485430","https://openalex.org/W2170146596","https://openalex.org/W2170851096","https://openalex.org/W2340547095","https://openalex.org/W2557056564","https://openalex.org/W2589794072","https://openalex.org/W2791975541","https://openalex.org/W2809652376","https://openalex.org/W2905275774","https://openalex.org/W3011712150","https://openalex.org/W3013014999","https://openalex.org/W3091924026","https://openalex.org/W3138732857","https://openalex.org/W4242918048","https://openalex.org/W4307090376","https://openalex.org/W4310182069","https://openalex.org/W4384663028","https://openalex.org/W4388932416","https://openalex.org/W6678941818","https://openalex.org/W6753162806"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W2375331019","https://openalex.org/W1506081425","https://openalex.org/W2389610937","https://openalex.org/W2377713783","https://openalex.org/W2252747558","https://openalex.org/W2024479787","https://openalex.org/W2513357761","https://openalex.org/W2612361796","https://openalex.org/W1550931451"],"abstract_inverted_index":{"Patents":[0],"are":[1,64,106,140,166],"essential":[2],"for":[3,41,86,190,200],"transferring":[4],"scientific":[5],"discoveries":[6],"to":[7,23,28,38,59,69,80,205],"meaningful":[8],"products":[9],"that":[10,63,139,153,187,202],"benefit":[11],"societies.":[12],"While":[13],"the":[14,19,32,39,92,121,145,169,173,178,207,212],"academic":[15],"community":[16],"focuses":[17],"on":[18,77],"number":[20,33,213],"of":[21,34,83,113,124,147,172,198,209,214],"citations":[22,35],"rank":[24],"scholarly":[25,50,125,137,185],"works":[26,51,126,138,186],"according":[27],"their":[29,75,109],"\"scientific":[30],"merit,\"":[31],"is":[36,197],"unrelated":[37],"relevance":[40,85,208],"patentable":[42],"innovation.":[43],"To":[44],"explore":[45],"associations":[46,165],"between":[47],"patents":[48,78,131,148],"and":[49,89,99,159],"in":[52,67,116,144,192],"publicly":[53],"available":[54],"patent":[55,114],"data,":[56],"we":[57,134],"propose":[58],"utilize":[60],"statistical":[61,141],"methods":[62],"commonly":[65],"used":[66],"biology":[68],"determine":[70],"gene-disease":[71],"associations.":[72],"We":[73],"illustrate":[74],"usage":[76],"related":[79],"biotechnological":[81,160],"trends":[82,105,152],"high":[84],"food":[87],"safety":[88],"ecology,":[90],"namely":[91],"CRISPR-based":[93],"gene":[94],"editing":[95],"technology":[96],"(>60,000":[97],"patents)":[98],"cyanobacterial":[100],"biotechnology":[101],"(>33,000":[102],"patents).":[103],"Innovation":[104],"found":[107],"through":[108],"unexpected":[110],"large":[111],"changes":[112,191],"numbers":[115],"a":[117],"time-series":[118],"analysis.":[119],"From":[120],"total":[122],"set":[123],"referenced":[127],"by":[128],"all":[129],"investigated":[130],"(~254,000":[132],"publications),":[133],"identified":[135],"~1,000":[136],"significantly":[142],"over-represented":[143],"references":[146],"from":[149],"changing":[150],"innovation":[151,193],"concern":[154],"immunology,":[155],"agricultural":[156],"plant":[157],"genomics,":[158],"engineering":[161],"methods.":[162],"The":[163],"detected":[164],"consistent":[167],"with":[168],"technical":[170],"requirements":[171],"respective":[174],"innovations.":[175],"In":[176],"summary,":[177],"presented":[179],"data-driven":[180],"analysis":[181],"workflow":[182],"can":[183],"identify":[184],"were":[188],"required":[189],"trends,":[194],"and,":[195],"therefore,":[196],"interest":[199],"researches":[201],"would":[203],"like":[204],"evaluate":[206],"publications":[210],"beyond":[211],"citations.":[215]},"counts_by_year":[{"year":2026,"cited_by_count":3}],"updated_date":"2026-03-31T07:56:22.981413","created_date":"2025-10-10T00:00:00"}