{"id":"https://openalex.org/W4400908786","doi":"https://doi.org/10.1109/siu61531.2024.10600934","title":"Comparison of Different Approaches to Patent Search","display_name":"Comparison of Different Approaches to Patent Search","publication_year":2024,"publication_date":"2024-05-15","ids":{"openalex":"https://openalex.org/W4400908786","doi":"https://doi.org/10.1109/siu61531.2024.10600934"},"language":"en","primary_location":{"id":"doi:10.1109/siu61531.2024.10600934","is_oa":false,"landing_page_url":"https://doi.org/10.1109/siu61531.2024.10600934","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 32nd Signal Processing and Communications Applications Conference (SIU)","raw_type":"proceedings-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/A5104999985","display_name":"Bu\u011fra \u015eim\u0219ek","orcid":null},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Bu\u011fra \u015eim\u0219ek","raw_affiliation_strings":["Hacettepe Üniversitesi, Bilgisayar Mühendisliği,Ankara,Türkiye"],"affiliations":[{"raw_affiliation_string":"Hacettepe Üniversitesi, Bilgisayar Mühendisliği,Ankara,Türkiye","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5104971347","display_name":"Onur Demirel","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Onur Demirel","raw_affiliation_strings":["Hacettepe Üniversitesi, Bilgisayar Mühendisliği,Ankara,Türkiye"],"affiliations":[{"raw_affiliation_string":"Hacettepe Üniversitesi, Bilgisayar Mühendisliği,Ankara,Türkiye","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5104987224","display_name":"Ali Kemal Tamko\u00e7","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ali Kemal Tamko\u00e7","raw_affiliation_strings":["Hacettepe Üniversitesi, Bilgisayar Mühendisliği,Ankara,Türkiye"],"affiliations":[{"raw_affiliation_string":"Hacettepe Üniversitesi, Bilgisayar Mühendisliği,Ankara,Türkiye","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5104999986","display_name":"Behi\u00e7 K\u0131l\u0131n\u00e7kaya","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Behi\u00e7 K\u0131l\u0131n\u00e7kaya","raw_affiliation_strings":["Hacettepe Üniversitesi, Bilgisayar Mühendisliği,Ankara,Türkiye"],"affiliations":[{"raw_affiliation_string":"Hacettepe Üniversitesi, Bilgisayar Mühendisliği,Ankara,Türkiye","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5104971348","display_name":"\u00d6zcan Somuncu","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"\u00d6zcan Somuncu","raw_affiliation_strings":["Türk Havacillk ve Uzay Sanayi A.Ş,Ankara,Türkiye"],"affiliations":[{"raw_affiliation_string":"Türk Havacillk ve Uzay Sanayi A.Ş,Ankara,Türkiye","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5104971349","display_name":"P\u0131nar Duygulu \u0218ahin","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"P\u0131nar Duygulu \u0218ahin","raw_affiliation_strings":["Hacettepe Üniversitesi, Bilgisayar Mühendisliği,Ankara,Türkiye"],"affiliations":[{"raw_affiliation_string":"Hacettepe Üniversitesi, Bilgisayar Mühendisliği,Ankara,Türkiye","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5104999985"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.19157651,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"4"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10856","display_name":"Intellectual Property and Patents","score":0.4185999929904938,"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":0.4185999929904938,"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/computer-science","display_name":"Computer science","score":0.5591033697128296}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5591033697128296}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/siu61531.2024.10600934","is_oa":false,"landing_page_url":"https://doi.org/10.1109/siu61531.2024.10600934","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 32nd Signal Processing and Communications Applications Conference (SIU)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052","https://openalex.org/W2382290278","https://openalex.org/W4395014643"],"abstract_inverted_index":{"Patents":[0],"are":[1,39,50],"highly":[2],"important":[3],"sources":[4],"of":[5,44,57,85,160],"technical":[6],"information":[7,22,36],"for":[8],"inventors":[9],"and":[10,47,65,77,98,128],"engineers.":[11],"Patent":[12],"search":[13,46],"allows":[14],"interested":[15],"parties":[16],"to":[17,92],"quickly":[18],"access":[19],"the":[20,42,55,83,88,95,117,140,153,158],"necessary":[21],"found":[23],"in":[24,41,69,94,113,157],"patents.":[25],"Since":[26],"it":[27],"is":[28,72],"a":[29,124,129],"time-consuming":[30],"task":[31],"that":[32,139],"requires":[33],"expertise,":[34],"conventional":[35],"retrieval":[37,71],"methods":[38],"insufficient":[40],"field":[43,159],"patent":[45,70,161],"computer-aided":[48],"solutions":[49],"needed.":[51],"In":[52,116],"this":[53,86,114],"study,":[54,87],"performance":[56],"TF-IDF":[58,155],"(Term":[59],"Frequency":[60],"-":[61],"Inverse":[62],"Document":[63],"Frequency)":[64],"vector":[66,119,142],"embed-dings":[67],"approaches":[68],"compared":[73],"using":[74,106],"precision,":[75],"recall":[76],"mean":[78],"reciprocal":[79],"rank":[80],"(MRR)":[81],"metrics.Within":[82],"scope":[84],"dataset":[89],"was":[90,102],"limited":[91],"patents":[93],"aerospace":[96],"field,":[97],"an":[99],"empirical":[100],"evaluation":[101],"carried":[103],"out":[104],"by":[105],"sample":[107],"queries":[108],"obtained":[109],"from":[110],"engineers":[111],"working":[112],"field.":[115],"embedded":[118,141],"approach,":[120],"two":[121],"different":[122],"models,":[123],"general-purpose":[125],"language":[126,131,147],"model":[127,132],"patent-specific":[130],"were":[133],"tested.":[134],"It":[135],"has":[136],"been":[137],"shown":[138],"approach":[143,156],"implemented":[144],"with":[145],"BERT-based":[146],"models":[148],"gives":[149],"better":[150],"results":[151],"than":[152],"basic":[154],"mining.":[162]},"counts_by_year":[],"updated_date":"2025-12-26T23:08:49.675405","created_date":"2025-10-10T00:00:00"}