{"id":"https://openalex.org/W2070263834","doi":"https://doi.org/10.1016/j.eswa.2012.01.035","title":"An analysis of property\u2013function based patent networks for strategic R&amp;D planning in fast-moving industries: The case of silicon-based thin film solar cells","display_name":"An analysis of property\u2013function based patent networks for strategic R&amp;D planning in fast-moving industries: The case of silicon-based thin film solar cells","publication_year":2012,"publication_date":"2012-02-01","ids":{"openalex":"https://openalex.org/W2070263834","doi":"https://doi.org/10.1016/j.eswa.2012.01.035","mag":"2070263834"},"language":"en","primary_location":{"id":"doi:10.1016/j.eswa.2012.01.035","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.eswa.2012.01.035","pdf_url":null,"source":{"id":"https://openalex.org/S13144211","display_name":"Expert Systems with Applications","issn_l":"0957-4174","issn":["0957-4174","1873-6793"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Expert Systems with Applications","raw_type":"journal-article"},"type":"article","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/A5030647016","display_name":"Janghyeok Yoon","orcid":"https://orcid.org/0000-0002-8701-0695"},"institutions":[{"id":"https://openalex.org/I24062138","display_name":"Konkuk University","ror":"https://ror.org/025h1m602","country_code":"KR","type":"education","lineage":["https://openalex.org/I24062138"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Janghyeok Yoon","raw_affiliation_strings":["Department of Industrial Engineering, Konkuk University, 120 Neungdong-ro, Gwangjin-gu, Seoul 143-701, Republic of Korea","Department of Industrial Engineering; Konkuk University; 120 Neungdong-ro Gwangjin-gu Seoul 143-701 Republic of Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Industrial Engineering, Konkuk University, 120 Neungdong-ro, Gwangjin-gu, Seoul 143-701, Republic of Korea","institution_ids":["https://openalex.org/I24062138"]},{"raw_affiliation_string":"Department of Industrial Engineering; Konkuk University; 120 Neungdong-ro Gwangjin-gu Seoul 143-701 Republic of Korea","institution_ids":["https://openalex.org/I24062138"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100443635","display_name":"Kwangsoo Kim","orcid":"https://orcid.org/0000-0003-2237-2844"},"institutions":[{"id":"https://openalex.org/I123900574","display_name":"Pohang University of Science and Technology","ror":"https://ror.org/04xysgw12","country_code":"KR","type":"education","lineage":["https://openalex.org/I123900574"]}],"countries":["KR"],"is_corresponding":true,"raw_author_name":"Kwangsoo Kim","raw_affiliation_strings":["Department of Industrial and Management Engineering, Pohang University of Science and Technology, 77 Cheongam-ro, Nam-gu, Pohang, Gyungbuk 790-784, Republic of Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Industrial and Management Engineering, Pohang University of Science and Technology, 77 Cheongam-ro, Nam-gu, Pohang, Gyungbuk 790-784, Republic of Korea","institution_ids":["https://openalex.org/I123900574"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5100443635"],"corresponding_institution_ids":["https://openalex.org/I123900574"],"apc_list":{"value":3220,"currency":"USD","value_usd":3220},"apc_paid":null,"fwci":7.6506,"has_fulltext":false,"cited_by_count":47,"citation_normalized_percentile":{"value":0.96748051,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":91,"max":99},"biblio":{"volume":"39","issue":"9","first_page":"7709","last_page":"7717"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10856","display_name":"Intellectual Property and Patents","score":0.9958999752998352,"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":0.9958999752998352,"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"}},{"id":"https://openalex.org/T12659","display_name":"Innovation Diffusion and Forecasting","score":0.9624999761581421,"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/T10003","display_name":"Innovation and Knowledge Management","score":0.9315999746322632,"subfield":{"id":"https://openalex.org/subfields/1408","display_name":"Strategy and Management"},"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/pace","display_name":"Pace","score":0.6579761505126953},{"id":"https://openalex.org/keywords/function","display_name":"Function (biology)","score":0.6377257704734802},{"id":"https://openalex.org/keywords/patent-analysis","display_name":"Patent analysis","score":0.6298399567604065},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5666853189468384},{"id":"https://openalex.org/keywords/technological-change","display_name":"Technological change","score":0.4751676917076111},{"id":"https://openalex.org/keywords/patent-visualisation","display_name":"Patent visualisation","score":0.4715721011161804},{"id":"https://openalex.org/keywords/intellectual-property","display_name":"Intellectual property","score":0.46448951959609985},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.4468998908996582},{"id":"https://openalex.org/keywords/technology-forecasting","display_name":"Technology forecasting","score":0.4272800385951996},{"id":"https://openalex.org/keywords/citation-analysis","display_name":"Citation analysis","score":0.42494791746139526},{"id":"https://openalex.org/keywords/network-analysis","display_name":"Network analysis","score":0.41374754905700684},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.3583267331123352},{"id":"https://openalex.org/keywords/industrial-organization","display_name":"Industrial organization","score":0.3517371714115143},{"id":"https://openalex.org/keywords/citation","display_name":"Citation","score":0.34495121240615845},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.33479565382003784},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.17317020893096924},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.1512458324432373},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.11563840508460999}],"concepts":[{"id":"https://openalex.org/C2777526511","wikidata":"https://www.wikidata.org/wiki/Q691543","display_name":"Pace","level":2,"score":0.6579761505126953},{"id":"https://openalex.org/C14036430","wikidata":"https://www.wikidata.org/wiki/Q3736076","display_name":"Function (biology)","level":2,"score":0.6377257704734802},{"id":"https://openalex.org/C2778029865","wikidata":"https://www.wikidata.org/wiki/Q25110998","display_name":"Patent analysis","level":2,"score":0.6298399567604065},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5666853189468384},{"id":"https://openalex.org/C137996800","wikidata":"https://www.wikidata.org/wiki/Q762702","display_name":"Technological change","level":2,"score":0.4751676917076111},{"id":"https://openalex.org/C114419676","wikidata":"https://www.wikidata.org/wiki/Q6505871","display_name":"Patent visualisation","level":2,"score":0.4715721011161804},{"id":"https://openalex.org/C34974158","wikidata":"https://www.wikidata.org/wiki/Q131257","display_name":"Intellectual property","level":2,"score":0.46448951959609985},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.4468998908996582},{"id":"https://openalex.org/C161657586","wikidata":"https://www.wikidata.org/wiki/Q1203326","display_name":"Technology forecasting","level":2,"score":0.4272800385951996},{"id":"https://openalex.org/C105345328","wikidata":"https://www.wikidata.org/wiki/Q206276","display_name":"Citation analysis","level":3,"score":0.42494791746139526},{"id":"https://openalex.org/C32946077","wikidata":"https://www.wikidata.org/wiki/Q618079","display_name":"Network analysis","level":2,"score":0.41374754905700684},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.3583267331123352},{"id":"https://openalex.org/C40700","wikidata":"https://www.wikidata.org/wiki/Q1411783","display_name":"Industrial organization","level":1,"score":0.3517371714115143},{"id":"https://openalex.org/C2778805511","wikidata":"https://www.wikidata.org/wiki/Q1713","display_name":"Citation","level":2,"score":0.34495121240615845},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.33479565382003784},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.17317020893096924},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.1512458324432373},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.11563840508460999},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C78458016","wikidata":"https://www.wikidata.org/wiki/Q840400","display_name":"Evolutionary biology","level":1,"score":0.0},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1016/j.eswa.2012.01.035","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.eswa.2012.01.035","pdf_url":null,"source":{"id":"https://openalex.org/S13144211","display_name":"Expert Systems with Applications","issn_l":"0957-4174","issn":["0957-4174","1873-6793"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Expert Systems with Applications","raw_type":"journal-article"},{"id":"pmh:oai:oasis.postech.ac.kr:2014.oak/15702","is_oa":false,"landing_page_url":"https://oasis.postech.ac.kr/handle/2014.oak/15702","pdf_url":null,"source":{"id":"https://openalex.org/S4306401965","display_name":"Open Access System for Information Sharing (Pohang University of Science and Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I123900574","host_organization_name":"Pohang University of Science and Technology","host_organization_lineage":["https://openalex.org/I123900574"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.6200000047683716,"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":28,"referenced_works":["https://openalex.org/W83728872","https://openalex.org/W348384746","https://openalex.org/W1500383076","https://openalex.org/W1990186213","https://openalex.org/W2000273237","https://openalex.org/W2001635873","https://openalex.org/W2008735451","https://openalex.org/W2015307938","https://openalex.org/W2029377869","https://openalex.org/W2033360254","https://openalex.org/W2038562477","https://openalex.org/W2042806208","https://openalex.org/W2053122903","https://openalex.org/W2056944867","https://openalex.org/W2057938171","https://openalex.org/W2063728452","https://openalex.org/W2075964238","https://openalex.org/W2086027592","https://openalex.org/W2094061585","https://openalex.org/W2117269329","https://openalex.org/W2150577491","https://openalex.org/W2155869528","https://openalex.org/W2189472871","https://openalex.org/W2892006468","https://openalex.org/W3192603459","https://openalex.org/W4285719527","https://openalex.org/W6611947346","https://openalex.org/W6754722581"],"related_works":["https://openalex.org/W1986956462","https://openalex.org/W2187261910","https://openalex.org/W2377030126","https://openalex.org/W1524787110","https://openalex.org/W2144836956","https://openalex.org/W1979640250","https://openalex.org/W2008735451","https://openalex.org/W3198238051","https://openalex.org/W3022926453","https://openalex.org/W2412222164"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":5},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":6},{"year":2019,"cited_by_count":3},{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":4},{"year":2016,"cited_by_count":6},{"year":2015,"cited_by_count":4},{"year":2014,"cited_by_count":3},{"year":2013,"cited_by_count":2},{"year":2012,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
