{"id":"https://openalex.org/W3013322628","doi":"https://doi.org/10.1186/s40537-020-00287-9","title":"Understanding the development trends of big data technologies: an analysis of patents and the cited scholarly works","display_name":"Understanding the development trends of big data technologies: an analysis of patents and the cited scholarly works","publication_year":2020,"publication_date":"2020-02-22","ids":{"openalex":"https://openalex.org/W3013322628","doi":"https://doi.org/10.1186/s40537-020-00287-9","mag":"3013322628"},"language":"en","primary_location":{"id":"doi:10.1186/s40537-020-00287-9","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s40537-020-00287-9","pdf_url":"https://journalofbigdata.springeropen.com/track/pdf/10.1186/s40537-020-00287-9","source":{"id":"https://openalex.org/S2737955091","display_name":"Journal Of Big Data","issn_l":"2196-1115","issn":["2196-1115"],"is_oa":true,"is_in_doaj":true,"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":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Big Data","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://journalofbigdata.springeropen.com/track/pdf/10.1186/s40537-020-00287-9","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5077847657","display_name":"Tahereh Saheb","orcid":"https://orcid.org/0000-0002-6426-609X"},"institutions":[{"id":"https://openalex.org/I1516879","display_name":"Tarbiat Modares University","ror":"https://ror.org/03mwgfy56","country_code":"IR","type":"education","lineage":["https://openalex.org/I1516879"]}],"countries":["IR"],"is_corresponding":true,"raw_author_name":"Tahereh Saheb","raw_affiliation_strings":["Faculty of Law, Tarbiat Modares University, Tehran, Iran","Management Studies Center, Tarbiat Modares University, Tehran, Iran"],"raw_orcid":"https://orcid.org/0000-0002-6426-609X","affiliations":[{"raw_affiliation_string":"Faculty of Law, Tarbiat Modares University, Tehran, Iran","institution_ids":["https://openalex.org/I1516879"]},{"raw_affiliation_string":"Management Studies Center, Tarbiat Modares University, Tehran, Iran","institution_ids":["https://openalex.org/I1516879"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5089453611","display_name":"Tayebeh Saheb","orcid":null},"institutions":[{"id":"https://openalex.org/I1516879","display_name":"Tarbiat Modares University","ror":"https://ror.org/03mwgfy56","country_code":"IR","type":"education","lineage":["https://openalex.org/I1516879"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Tayebeh Saheb","raw_affiliation_strings":["Faculty of Law, Tarbiat Modares University, Tehran, Iran","Management Studies Center, Tarbiat Modares University, Tehran, Iran"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Law, Tarbiat Modares University, Tehran, Iran","institution_ids":["https://openalex.org/I1516879"]},{"raw_affiliation_string":"Management Studies Center, Tarbiat Modares University, Tehran, Iran","institution_ids":["https://openalex.org/I1516879"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5077847657"],"corresponding_institution_ids":["https://openalex.org/I1516879"],"apc_list":{"value":1060,"currency":"GBP","value_usd":1300},"apc_paid":{"value":1060,"currency":"GBP","value_usd":1300},"fwci":8.5143,"has_fulltext":true,"cited_by_count":42,"citation_normalized_percentile":{"value":0.974681,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"7","issue":"1","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10856","display_name":"Intellectual Property and Patents","score":0.9926999807357788,"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":0.9926999807357788,"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":0.9326000213623047,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.8371814489364624},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.6447206735610962},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.5285483598709106},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5230672955513},{"id":"https://openalex.org/keywords/social-network-analysis","display_name":"Social network analysis","score":0.4738010764122009},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.4124772250652313},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.37548550963401794},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.2801641821861267},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.15219461917877197},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.09454312920570374},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.07983776926994324}],"concepts":[{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.8371814489364624},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.6447206735610962},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.5285483598709106},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5230672955513},{"id":"https://openalex.org/C114713312","wikidata":"https://www.wikidata.org/wiki/Q7551269","display_name":"Social network analysis","level":3,"score":0.4738010764122009},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.4124772250652313},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.37548550963401794},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.2801641821861267},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.15219461917877197},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.09454312920570374},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.07983776926994324},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1186/s40537-020-00287-9","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s40537-020-00287-9","pdf_url":"https://journalofbigdata.springeropen.com/track/pdf/10.1186/s40537-020-00287-9","source":{"id":"https://openalex.org/S2737955091","display_name":"Journal Of Big Data","issn_l":"2196-1115","issn":["2196-1115"],"is_oa":true,"is_in_doaj":true,"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":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Big Data","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:e5f6fd3fe4414dca9466a17513fd1129","is_oa":true,"landing_page_url":"https://doaj.org/article/e5f6fd3fe4414dca9466a17513fd1129","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-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Journal of Big Data, Vol 7, Iss 1, Pp 1-26 (2020)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1186/s40537-020-00287-9","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s40537-020-00287-9","pdf_url":"https://journalofbigdata.springeropen.com/track/pdf/10.1186/s40537-020-00287-9","source":{"id":"https://openalex.org/S2737955091","display_name":"Journal Of Big Data","issn_l":"2196-1115","issn":["2196-1115"],"is_oa":true,"is_in_doaj":true,"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":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Big Data","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","score":0.5299999713897705,"id":"https://metadata.un.org/sdg/9"}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3013322628.pdf","grobid_xml":"https://content.openalex.org/works/W3013322628.grobid-xml"},"referenced_works_count":52,"referenced_works":["https://openalex.org/W74235943","https://openalex.org/W251318711","https://openalex.org/W424513746","https://openalex.org/W950821216","https://openalex.org/W976146978","https://openalex.org/W1802055293","https://openalex.org/W1967176820","https://openalex.org/W1967939145","https://openalex.org/W1974670930","https://openalex.org/W1976395435","https://openalex.org/W1993068194","https://openalex.org/W2002416399","https://openalex.org/W2042469415","https://openalex.org/W2044764121","https://openalex.org/W2053122903","https://openalex.org/W2055823751","https://openalex.org/W2056478317","https://openalex.org/W2060180376","https://openalex.org/W2061901927","https://openalex.org/W2073344365","https://openalex.org/W2082391141","https://openalex.org/W2107712274","https://openalex.org/W2109363337","https://openalex.org/W2122124389","https://openalex.org/W2130763758","https://openalex.org/W2157975090","https://openalex.org/W2179081095","https://openalex.org/W2238670701","https://openalex.org/W2242171410","https://openalex.org/W2431486331","https://openalex.org/W2500578147","https://openalex.org/W2540076056","https://openalex.org/W2574134800","https://openalex.org/W2594995275","https://openalex.org/W2612044071","https://openalex.org/W2613223284","https://openalex.org/W2744938007","https://openalex.org/W2771642845","https://openalex.org/W2797575854","https://openalex.org/W2809718702","https://openalex.org/W2898358601","https://openalex.org/W2925275485","https://openalex.org/W2944876309","https://openalex.org/W3100727600","https://openalex.org/W3122520917","https://openalex.org/W3124002336","https://openalex.org/W3124847466","https://openalex.org/W3125883168","https://openalex.org/W3185813605","https://openalex.org/W4206768472","https://openalex.org/W4230100388","https://openalex.org/W4285719527"],"related_works":["https://openalex.org/W4322629366","https://openalex.org/W2808989540","https://openalex.org/W2397053934","https://openalex.org/W1039292361","https://openalex.org/W2551093110","https://openalex.org/W2148016376","https://openalex.org/W4237919137","https://openalex.org/W3184179822","https://openalex.org/W3095362084","https://openalex.org/W3003361536"],"abstract_inverted_index":{"Abstract":[0],"Big":[1],"data":[2,69,112,147],"innovation":[3],"is":[4,197],"a":[5,198],"key":[6],"instrument":[7],"for":[8,14],"economic":[9],"and":[10,13,50,52,80,88,96,125,130,135,161,170,179,194,203],"social":[11,91,128],"development":[12,65],"the":[15,24,31,39,58,64,75,81,90,97,104,114,117,131,136,145,153,168,173,187],"creation":[16],"of":[17,27,33,107,116,119,144,156,167,172,189],"new":[18],"business":[19],"opportunities.":[20],"This":[21,139],"study":[22,140],"analyzes":[23,87],"patenting":[25,78,105],"activities":[26,79,106],"global":[28,108],"jurisdictions":[29,109],"in":[30,67,94],"field":[32],"big":[34,68,111,146],"data;":[35],"as":[36,38,71,73,123],"well":[37,72],"scholarly":[40,55],"cited":[41,54,82,98],"works.":[42,84,205],"We":[43],"collected":[44],"13,112":[45],"patent":[46,148],"applications":[47,149],"between":[48,77,133,201],"1992":[49],"2019,":[51],"642":[53],"works":[56],"by":[57],"patents.":[59],"Our":[60],"findings":[61],"report":[62],"on":[63,74,110],"trends":[66],"technologies,":[70,113],"link":[76,132,200],"scientific":[83,99,137,204],"It":[85],"also":[86],"visualizes":[89],"networks":[92],"embedded":[93],"patents":[95,134,174],"works;":[100],"thus,":[101],"it":[102],"reveals":[103],"strength":[115],"interaction":[118],"various":[120],"agents,":[121],"such":[122],"inventors":[124,171],"applicants":[126,169],"within":[127,152,186],"networks,":[129],"world.":[138],"shows":[141],"that":[142],"most":[143],"filed":[150,175],"fall":[151],"IPC":[154],"category":[155],"information":[157],"retrieval,":[158],"database":[159],"structures,":[160],"file":[162],"system":[163],"structures.":[164],"The":[165],"majority":[166],"are":[176,191],"Chinese":[177],"companies":[178],"individuals.":[180],"Scientific":[181],"fields":[182],"with":[183],"stronger":[184],"connections":[185],"network":[188],"co-fields":[190],"computer":[192],"science":[193],"medicine.":[195],"There":[196],"weak":[199],"inventions":[202]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":7},{"year":2022,"cited_by_count":9},{"year":2021,"cited_by_count":12},{"year":2020,"cited_by_count":2}],"updated_date":"2026-04-29T09:16:38.111599","created_date":"2025-10-10T00:00:00"}
