{"id":"https://openalex.org/W3199766889","doi":"https://doi.org/10.1007/978-3-030-86614-3_13","title":"Patent Specialization for Deep Learning Information Retrieval Algorithms","display_name":"Patent Specialization for Deep Learning Information Retrieval Algorithms","publication_year":2021,"publication_date":"2021-01-01","ids":{"openalex":"https://openalex.org/W3199766889","doi":"https://doi.org/10.1007/978-3-030-86614-3_13","mag":"3199766889"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-86614-3_13","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-86614-3_13","pdf_url":null,"source":{"id":"https://openalex.org/S4210185096","display_name":"IFIP advances in information and communication technology","issn_l":"1868-422X","issn":["1868-422X","1868-4238"],"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IFIP Advances in Information and Communication Technology","raw_type":"book-chapter"},"type":"book-chapter","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://inria.hal.science/hal-04067794","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5053102694","display_name":"Guillaume Guarino","orcid":"https://orcid.org/0000-0003-3032-9125"},"institutions":[{"id":"https://openalex.org/I2801509770","display_name":"Institut National des Sciences Appliqu\u00e9es de Strasbourg","ror":"https://ror.org/001nta019","country_code":"FR","type":"education","lineage":["https://openalex.org/I2801509770"]},{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I4210100283","display_name":"Laboratoire des Sciences de l'Ing\u00e9nieur, de l'Informatique et de l'Imagerie","ror":"https://ror.org/00k4e5n71","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I1326498283","https://openalex.org/I2801509770","https://openalex.org/I4210095849","https://openalex.org/I4210100283","https://openalex.org/I4210159245","https://openalex.org/I68947357"]}],"countries":["FR"],"is_corresponding":true,"raw_author_name":"Guillaume Guarino","raw_affiliation_strings":["ICUBE/CSIP Team (UMR CNRS 7357)-INSA Strasbourg, Strasbourg, France","ICube - Laboratoire des sciences de l'ing\u00e9nieur, de l'informatique et de l'imagerie (300 bd S\u00e9bastien Brant - BP 10413 - F-67412 Illkirch Cedex - France)"],"affiliations":[{"raw_affiliation_string":"ICUBE/CSIP Team (UMR CNRS 7357)-INSA Strasbourg, Strasbourg, France","institution_ids":["https://openalex.org/I2801509770","https://openalex.org/I4210100283","https://openalex.org/I1294671590"]},{"raw_affiliation_string":"ICube - Laboratoire des sciences de l'ing\u00e9nieur, de l'informatique et de l'imagerie (300 bd S\u00e9bastien Brant - BP 10413 - F-67412 Illkirch Cedex - France)","institution_ids":["https://openalex.org/I4210100283"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046294680","display_name":"Ahmed Samet","orcid":"https://orcid.org/0000-0002-1612-3465"},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I4210100283","display_name":"Laboratoire des Sciences de l'Ing\u00e9nieur, de l'Informatique et de l'Imagerie","ror":"https://ror.org/00k4e5n71","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I1326498283","https://openalex.org/I2801509770","https://openalex.org/I4210095849","https://openalex.org/I4210100283","https://openalex.org/I4210159245","https://openalex.org/I68947357"]},{"id":"https://openalex.org/I2801509770","display_name":"Institut National des Sciences Appliqu\u00e9es de Strasbourg","ror":"https://ror.org/001nta019","country_code":"FR","type":"education","lineage":["https://openalex.org/I2801509770"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Ahmed Samet","raw_affiliation_strings":["ICUBE/SDC Team (UMR CNRS 7357)-INSA Strasbourg, Strasbourg, France","ICube - Laboratoire des sciences de l'ing\u00e9nieur, de l'informatique et de l'imagerie (300 bd S\u00e9bastien Brant - BP 10413 - F-67412 Illkirch Cedex - France)"],"affiliations":[{"raw_affiliation_string":"ICUBE/SDC Team (UMR CNRS 7357)-INSA Strasbourg, Strasbourg, France","institution_ids":["https://openalex.org/I2801509770","https://openalex.org/I4210100283","https://openalex.org/I1294671590"]},{"raw_affiliation_string":"ICube - Laboratoire des sciences de l'ing\u00e9nieur, de l'informatique et de l'imagerie (300 bd S\u00e9bastien Brant - BP 10413 - F-67412 Illkirch Cedex - France)","institution_ids":["https://openalex.org/I4210100283"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5026220468","display_name":"Denis Cavallucci","orcid":"https://orcid.org/0000-0003-1815-5601"},"institutions":[{"id":"https://openalex.org/I4210100283","display_name":"Laboratoire des Sciences de l'Ing\u00e9nieur, de l'Informatique et de l'Imagerie","ror":"https://ror.org/00k4e5n71","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I1326498283","https://openalex.org/I2801509770","https://openalex.org/I4210095849","https://openalex.org/I4210100283","https://openalex.org/I4210159245","https://openalex.org/I68947357"]},{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I2801509770","display_name":"Institut National des Sciences Appliqu\u00e9es de Strasbourg","ror":"https://ror.org/001nta019","country_code":"FR","type":"education","lineage":["https://openalex.org/I2801509770"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Denis Cavallucci","raw_affiliation_strings":["ICUBE/CSIP Team (UMR CNRS 7357)-INSA Strasbourg, Strasbourg, France","ICube - Laboratoire des sciences de l'ing\u00e9nieur, de l'informatique et de l'imagerie (300 bd S\u00e9bastien Brant - BP 10413 - F-67412 Illkirch Cedex - France)"],"affiliations":[{"raw_affiliation_string":"ICUBE/CSIP Team (UMR CNRS 7357)-INSA Strasbourg, Strasbourg, France","institution_ids":["https://openalex.org/I2801509770","https://openalex.org/I4210100283","https://openalex.org/I1294671590"]},{"raw_affiliation_string":"ICube - Laboratoire des sciences de l'ing\u00e9nieur, de l'informatique et de l'imagerie (300 bd S\u00e9bastien Brant - BP 10413 - F-67412 Illkirch Cedex - France)","institution_ids":["https://openalex.org/I4210100283"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5053102694"],"corresponding_institution_ids":["https://openalex.org/I1294671590","https://openalex.org/I2801509770","https://openalex.org/I4210100283"],"apc_list":null,"apc_paid":null,"fwci":1.832,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.85154793,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"162","last_page":"169"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11948","display_name":"Machine Learning in Materials Science","score":0.9864000082015991,"subfield":{"id":"https://openalex.org/subfields/2505","display_name":"Materials Chemistry"},"field":{"id":"https://openalex.org/fields/25","display_name":"Materials Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11948","display_name":"Machine Learning in Materials Science","score":0.9864000082015991,"subfield":{"id":"https://openalex.org/subfields/2505","display_name":"Materials Chemistry"},"field":{"id":"https://openalex.org/fields/25","display_name":"Materials Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10856","display_name":"Intellectual Property and Patents","score":0.9246000051498413,"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/T10028","display_name":"Topic Modeling","score":0.9179999828338623,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7759953737258911},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7628247737884521},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.7566837072372437},{"id":"https://openalex.org/keywords/latent-dirichlet-allocation","display_name":"Latent Dirichlet allocation","score":0.6023740768432617},{"id":"https://openalex.org/keywords/unsupervised-learning","display_name":"Unsupervised learning","score":0.5647010207176208},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.5208057165145874},{"id":"https://openalex.org/keywords/perceptron","display_name":"Perceptron","score":0.5184959173202515},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.47328728437423706},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.4630475342273712},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.4536707401275635},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.43786340951919556},{"id":"https://openalex.org/keywords/instance-based-learning","display_name":"Instance-based learning","score":0.4196189343929291},{"id":"https://openalex.org/keywords/topic-model","display_name":"Topic model","score":0.2798079252243042},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.1986096203327179},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.0761905312538147}],"concepts":[{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7759953737258911},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7628247737884521},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.7566837072372437},{"id":"https://openalex.org/C500882744","wikidata":"https://www.wikidata.org/wiki/Q269236","display_name":"Latent Dirichlet allocation","level":3,"score":0.6023740768432617},{"id":"https://openalex.org/C8038995","wikidata":"https://www.wikidata.org/wiki/Q1152135","display_name":"Unsupervised learning","level":2,"score":0.5647010207176208},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.5208057165145874},{"id":"https://openalex.org/C60908668","wikidata":"https://www.wikidata.org/wiki/Q690207","display_name":"Perceptron","level":3,"score":0.5184959173202515},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.47328728437423706},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.4630475342273712},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4536707401275635},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.43786340951919556},{"id":"https://openalex.org/C24138899","wikidata":"https://www.wikidata.org/wiki/Q17141258","display_name":"Instance-based learning","level":3,"score":0.4196189343929291},{"id":"https://openalex.org/C171686336","wikidata":"https://www.wikidata.org/wiki/Q3532085","display_name":"Topic model","level":2,"score":0.2798079252243042},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.1986096203327179},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0761905312538147},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/978-3-030-86614-3_13","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-86614-3_13","pdf_url":null,"source":{"id":"https://openalex.org/S4210185096","display_name":"IFIP advances in information and communication technology","issn_l":"1868-422X","issn":["1868-422X","1868-4238"],"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IFIP Advances in Information and Communication Technology","raw_type":"book-chapter"},{"id":"pmh:oai:HAL:hal-04067794v1","is_oa":true,"landing_page_url":"https://inria.hal.science/hal-04067794","pdf_url":null,"source":{"id":"https://openalex.org/S4406922452","display_name":"SPIRE - Sciences Po Institutional REpository","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","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"TRIZ Future conference, Sep 2021, Bolzano, Italy. pp.162-169, &#x27E8;10.1007/978-3-030-86614-3_13&#x27E9;","raw_type":"Conference papers"}],"best_oa_location":{"id":"pmh:oai:HAL:hal-04067794v1","is_oa":true,"landing_page_url":"https://inria.hal.science/hal-04067794","pdf_url":null,"source":{"id":"https://openalex.org/S4406922452","display_name":"SPIRE - Sciences Po Institutional REpository","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","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"TRIZ Future conference, Sep 2021, Bolzano, Italy. pp.162-169, &#x27E8;10.1007/978-3-030-86614-3_13&#x27E9;","raw_type":"Conference papers"},"sustainable_development_goals":[{"score":0.4300000071525574,"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":23,"referenced_works":["https://openalex.org/W178778659","https://openalex.org/W1854214752","https://openalex.org/W1998838261","https://openalex.org/W2028828604","https://openalex.org/W2037668705","https://openalex.org/W2043004216","https://openalex.org/W2054211469","https://openalex.org/W2063728452","https://openalex.org/W2101390659","https://openalex.org/W2138621811","https://openalex.org/W2144270295","https://openalex.org/W2574535369","https://openalex.org/W2626778328","https://openalex.org/W2736545558","https://openalex.org/W2896457183","https://openalex.org/W2896807716","https://openalex.org/W2950813464","https://openalex.org/W2952138241","https://openalex.org/W2970419734","https://openalex.org/W3092303161","https://openalex.org/W4250143299","https://openalex.org/W6639055396","https://openalex.org/W6739901393"],"related_works":["https://openalex.org/W2068476337","https://openalex.org/W3196155444","https://openalex.org/W3183560647","https://openalex.org/W4286799911","https://openalex.org/W4310801741","https://openalex.org/W4321844043","https://openalex.org/W3042291365","https://openalex.org/W3106337462","https://openalex.org/W3210156800","https://openalex.org/W2937817151"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2021-09-27T00:00:00"}
