{"id":"https://openalex.org/W2944093134","doi":"https://doi.org/10.1007/978-3-030-16841-4_18","title":"Innovation Capability of Firms: A Big Data Approach with Patents","display_name":"Innovation Capability of Firms: A Big Data Approach with Patents","publication_year":2019,"publication_date":"2019-04-02","ids":{"openalex":"https://openalex.org/W2944093134","doi":"https://doi.org/10.1007/978-3-030-16841-4_18","mag":"2944093134"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-16841-4_18","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-16841-4_18","pdf_url":null,"source":{"id":"https://openalex.org/S4210232173","display_name":"Proceedings of the international neural networks society","issn_l":"2661-8141","issn":["2661-8141","2661-815X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319972","host_organization_name":"Springer International Publishing","host_organization_lineage":["https://openalex.org/P4310319972","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer International Publishing","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the International Neural Networks Society","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/A5029398557","display_name":"Linda Ponta","orcid":"https://orcid.org/0000-0002-8997-6207"},"institutions":[{"id":"https://openalex.org/I2802304065","display_name":"University Carlo Cattaneo","ror":"https://ror.org/045x2ah69","country_code":"IT","type":"education","lineage":["https://openalex.org/I2802304065"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Linda Ponta","raw_affiliation_strings":["LIUC Cattaneo University, Castellanza, Italy"],"affiliations":[{"raw_affiliation_string":"LIUC Cattaneo University, Castellanza, Italy","institution_ids":["https://openalex.org/I2802304065"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037340699","display_name":"Gloria Puliga","orcid":"https://orcid.org/0000-0001-8249-1541"},"institutions":[{"id":"https://openalex.org/I2802304065","display_name":"University Carlo Cattaneo","ror":"https://ror.org/045x2ah69","country_code":"IT","type":"education","lineage":["https://openalex.org/I2802304065"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Gloria Puliga","raw_affiliation_strings":["LIUC Cattaneo University, Castellanza, Italy"],"affiliations":[{"raw_affiliation_string":"LIUC Cattaneo University, Castellanza, Italy","institution_ids":["https://openalex.org/I2802304065"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045802198","display_name":"Luca Oneto","orcid":"https://orcid.org/0000-0002-8445-395X"},"institutions":[{"id":"https://openalex.org/I83816512","display_name":"University of Genoa","ror":"https://ror.org/0107c5v14","country_code":"IT","type":"education","lineage":["https://openalex.org/I83816512"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Luca Oneto","raw_affiliation_strings":["DIBRIS - University of Genoa, Genova, Italy","Department of Informatics, Bioengineering, Robotics, and Systems Engineering, University of Genova, Genoa, Italy"],"affiliations":[{"raw_affiliation_string":"DIBRIS - University of Genoa, Genova, Italy","institution_ids":["https://openalex.org/I83816512"]},{"raw_affiliation_string":"Department of Informatics, Bioengineering, Robotics, and Systems Engineering, University of Genova, Genoa, Italy","institution_ids":["https://openalex.org/I83816512"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5037131356","display_name":"Raffaella Manzini","orcid":"https://orcid.org/0000-0003-2998-2784"},"institutions":[{"id":"https://openalex.org/I2802304065","display_name":"University Carlo Cattaneo","ror":"https://ror.org/045x2ah69","country_code":"IT","type":"education","lineage":["https://openalex.org/I2802304065"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Raffaella Manzini","raw_affiliation_strings":["LIUC Cattaneo University, Castellanza, Italy"],"affiliations":[{"raw_affiliation_string":"LIUC Cattaneo University, Castellanza, Italy","institution_ids":["https://openalex.org/I2802304065"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5029398557"],"corresponding_institution_ids":["https://openalex.org/I2802304065"],"apc_list":null,"apc_paid":null,"fwci":7.1843,"has_fulltext":false,"cited_by_count":11,"citation_normalized_percentile":{"value":0.97444274,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"169","last_page":"179"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10856","display_name":"Intellectual Property and Patents","score":0.9987999796867371,"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":0.9987999796867371,"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/T12722","display_name":"Innovation Policy and R&D","score":0.9696000218391418,"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"}},{"id":"https://openalex.org/T10003","display_name":"Innovation and Knowledge Management","score":0.9555000066757202,"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/proxy","display_name":"Proxy (statistics)","score":0.6291611194610596},{"id":"https://openalex.org/keywords/competitive-advantage","display_name":"Competitive advantage","score":0.5374437570571899},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.4911034107208252},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.45524710416793823},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.4414079785346985},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.4208422303199768},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.4145861268043518},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4044036269187927},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.4043262004852295},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.32613226771354675},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.28831052780151367},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.27033156156539917},{"id":"https://openalex.org/keywords/marketing","display_name":"Marketing","score":0.25902238488197327}],"concepts":[{"id":"https://openalex.org/C2780148112","wikidata":"https://www.wikidata.org/wiki/Q1432581","display_name":"Proxy (statistics)","level":2,"score":0.6291611194610596},{"id":"https://openalex.org/C58546491","wikidata":"https://www.wikidata.org/wiki/Q1150207","display_name":"Competitive advantage","level":2,"score":0.5374437570571899},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.4911034107208252},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.45524710416793823},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.4414079785346985},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.4208422303199768},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.4145861268043518},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4044036269187927},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.4043262004852295},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.32613226771354675},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.28831052780151367},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.27033156156539917},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.25902238488197327},{"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:10.1007/978-3-030-16841-4_18","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-16841-4_18","pdf_url":null,"source":{"id":"https://openalex.org/S4210232173","display_name":"Proceedings of the international neural networks society","issn_l":"2661-8141","issn":["2661-8141","2661-815X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319972","host_organization_name":"Springer International Publishing","host_organization_lineage":["https://openalex.org/P4310319972","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer International Publishing","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the International Neural Networks Society","raw_type":"book-chapter"},{"id":"pmh:oai:iris.unige.it:11567/1102497","is_oa":false,"landing_page_url":"https://hdl.handle.net/11567/1102497","pdf_url":null,"source":{"id":"https://openalex.org/S4377196291","display_name":"CINECA IRIS Institutial Research Information System (University of Genoa)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I83816512","host_organization_name":"University of Genoa","host_organization_lineage":["https://openalex.org/I83816512"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure","score":0.6600000262260437}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":33,"referenced_works":["https://openalex.org/W607505555","https://openalex.org/W1587078375","https://openalex.org/W1680392829","https://openalex.org/W1871376293","https://openalex.org/W2004195467","https://openalex.org/W2023940046","https://openalex.org/W2030932992","https://openalex.org/W2031133810","https://openalex.org/W2034091845","https://openalex.org/W2039346833","https://openalex.org/W2049201705","https://openalex.org/W2056909456","https://openalex.org/W2069725931","https://openalex.org/W2093322402","https://openalex.org/W2115846092","https://openalex.org/W2136448899","https://openalex.org/W2159537471","https://openalex.org/W2162772535","https://openalex.org/W2179492332","https://openalex.org/W2260425504","https://openalex.org/W2487770199","https://openalex.org/W2591701729","https://openalex.org/W2768852601","https://openalex.org/W2793609653","https://openalex.org/W2807721473","https://openalex.org/W2890219653","https://openalex.org/W2898251811","https://openalex.org/W3124002336","https://openalex.org/W3125340822","https://openalex.org/W3128452405","https://openalex.org/W4236362309","https://openalex.org/W4285719527","https://openalex.org/W4300545775"],"related_works":["https://openalex.org/W4390608645","https://openalex.org/W4247566972","https://openalex.org/W2960264696","https://openalex.org/W3090563135","https://openalex.org/W2497432351","https://openalex.org/W4206777497","https://openalex.org/W4233347783","https://openalex.org/W2910064364","https://openalex.org/W4255224757","https://openalex.org/W2499527417"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":4}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
