{"id":"https://openalex.org/W2975945642","doi":"https://doi.org/10.1109/tem.2019.2939175","title":"Technology Opportunity Analysis: Combining SAO Networks and Link Prediction","display_name":"Technology Opportunity Analysis: Combining SAO Networks and Link Prediction","publication_year":2019,"publication_date":"2019-09-23","ids":{"openalex":"https://openalex.org/W2975945642","doi":"https://doi.org/10.1109/tem.2019.2939175","mag":"2975945642"},"language":"en","primary_location":{"id":"doi:10.1109/tem.2019.2939175","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tem.2019.2939175","pdf_url":null,"source":{"id":"https://openalex.org/S154533451","display_name":"IEEE Transactions on Engineering Management","issn_l":"0018-9391","issn":["0018-9391","1558-0040"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Engineering Management","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/A5076938809","display_name":"Xiaotong Han","orcid":"https://orcid.org/0000-0003-2318-5207"},"institutions":[{"id":"https://openalex.org/I125839683","display_name":"Beijing Institute of Technology","ror":"https://ror.org/01skt4w74","country_code":"CN","type":"education","lineage":["https://openalex.org/I125839683","https://openalex.org/I890469752"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaotong Han","raw_affiliation_strings":["School of Management and Economics, Beijing Institute of Technology, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0003-2318-5207","affiliations":[{"raw_affiliation_string":"School of Management and Economics, Beijing Institute of Technology, Beijing, China","institution_ids":["https://openalex.org/I125839683"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102015229","display_name":"Donghua Zhu","orcid":"https://orcid.org/0000-0002-7712-4867"},"institutions":[{"id":"https://openalex.org/I125839683","display_name":"Beijing Institute of Technology","ror":"https://ror.org/01skt4w74","country_code":"CN","type":"education","lineage":["https://openalex.org/I125839683","https://openalex.org/I890469752"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Donghua Zhu","raw_affiliation_strings":["School of Management and Economics, Beijing Institute of Technology, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Management and Economics, Beijing Institute of Technology, Beijing, China","institution_ids":["https://openalex.org/I125839683"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035530096","display_name":"Xuefeng Wang","orcid":"https://orcid.org/0000-0002-4857-6944"},"institutions":[{"id":"https://openalex.org/I125839683","display_name":"Beijing Institute of Technology","ror":"https://ror.org/01skt4w74","country_code":"CN","type":"education","lineage":["https://openalex.org/I125839683","https://openalex.org/I890469752"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xuefeng Wang","raw_affiliation_strings":["School of Management and Economics, Beijing Institute of Technology, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0002-4857-6944","affiliations":[{"raw_affiliation_string":"School of Management and Economics, Beijing Institute of Technology, Beijing, China","institution_ids":["https://openalex.org/I125839683"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100665039","display_name":"Li Jia","orcid":"https://orcid.org/0000-0002-9450-7376"},"institutions":[{"id":"https://openalex.org/I125839683","display_name":"Beijing Institute of Technology","ror":"https://ror.org/01skt4w74","country_code":"CN","type":"education","lineage":["https://openalex.org/I125839683","https://openalex.org/I890469752"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jia Li","raw_affiliation_strings":["School of Management and Economics, Beijing Institute of Technology, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Management and Economics, Beijing Institute of Technology, Beijing, China","institution_ids":["https://openalex.org/I125839683"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5079419964","display_name":"Yali Qiao","orcid":"https://orcid.org/0000-0003-3632-5061"},"institutions":[{"id":"https://openalex.org/I125839683","display_name":"Beijing Institute of Technology","ror":"https://ror.org/01skt4w74","country_code":"CN","type":"education","lineage":["https://openalex.org/I125839683","https://openalex.org/I890469752"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yali Qiao","raw_affiliation_strings":["School of Management and Economics, Beijing Institute of Technology, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Management and Economics, Beijing Institute of Technology, Beijing, China","institution_ids":["https://openalex.org/I125839683"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.4257,"has_fulltext":false,"cited_by_count":45,"citation_normalized_percentile":{"value":0.90242097,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":100},"biblio":{"volume":"68","issue":"5","first_page":"1288","last_page":"1298"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10211","display_name":"Computational Drug Discovery Methods","score":0.9929999709129333,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10211","display_name":"Computational Drug Discovery Methods","score":0.9929999709129333,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10887","display_name":"Bioinformatics and Genomic Networks","score":0.9639999866485596,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T10064","display_name":"Complex Network Analysis Techniques","score":0.9470000267028809,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7061059474945068},{"id":"https://openalex.org/keywords/construct","display_name":"Construct (python library)","score":0.6935957670211792},{"id":"https://openalex.org/keywords/backtracking","display_name":"Backtracking","score":0.6661677360534668},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5450906157493591},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.4920139014720917},{"id":"https://openalex.org/keywords/subject","display_name":"Subject (documents)","score":0.4278483986854553},{"id":"https://openalex.org/keywords/risk-analysis","display_name":"Risk analysis (engineering)","score":0.34560614824295044},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.13901466131210327},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.12224048376083374},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.10777601599693298}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7061059474945068},{"id":"https://openalex.org/C2780801425","wikidata":"https://www.wikidata.org/wiki/Q5164392","display_name":"Construct (python library)","level":2,"score":0.6935957670211792},{"id":"https://openalex.org/C156884757","wikidata":"https://www.wikidata.org/wiki/Q798554","display_name":"Backtracking","level":2,"score":0.6661677360534668},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5450906157493591},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.4920139014720917},{"id":"https://openalex.org/C2777855551","wikidata":"https://www.wikidata.org/wiki/Q12310021","display_name":"Subject (documents)","level":2,"score":0.4278483986854553},{"id":"https://openalex.org/C112930515","wikidata":"https://www.wikidata.org/wiki/Q4389547","display_name":"Risk analysis (engineering)","level":1,"score":0.34560614824295044},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.13901466131210327},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.12224048376083374},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.10777601599693298},{"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/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tem.2019.2939175","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tem.2019.2939175","pdf_url":null,"source":{"id":"https://openalex.org/S154533451","display_name":"IEEE Transactions on Engineering Management","issn_l":"0018-9391","issn":["0018-9391","1558-0040"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Engineering Management","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.4699999988079071,"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9"}],"awards":[{"id":"https://openalex.org/G170684301","display_name":"\u57fa\u4e8eSAO\u8bed\u4e49\u6316\u6398\u7684\u6280\u672f\u7814\u53d1\u5408\u4f5c\u4f19\u4f34\u8bc6\u522b\u4e0e\u9009\u62e9\u65b9\u6cd5\u7814\u7a76","funder_award_id":"71774012","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5418101360","display_name":null,"funder_award_id":"GHJ-ZLZX-2019-42","funder_id":"https://openalex.org/F4320321133","funder_display_name":"Chinese Academy of Sciences"},{"id":"https://openalex.org/G724917336","display_name":"\u5f00\u653e\u6570\u636e\u73af\u5883\u4e0b\u6280\u672f\u4e13\u5bb6\u5b9a\u4f4d\u4e0e\u8bc4\u4f30\u65b9\u6cd5\u7814\u7a76","funder_award_id":"71673024","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320321133","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":48,"referenced_works":["https://openalex.org/W30760744","https://openalex.org/W1495192023","https://openalex.org/W1979672397","https://openalex.org/W1989859459","https://openalex.org/W1991348765","https://openalex.org/W1991509671","https://openalex.org/W1992331468","https://openalex.org/W1997926285","https://openalex.org/W2000039169","https://openalex.org/W2002392006","https://openalex.org/W2006840868","https://openalex.org/W2009284938","https://openalex.org/W2017099446","https://openalex.org/W2017909259","https://openalex.org/W2021631543","https://openalex.org/W2026417691","https://openalex.org/W2032889385","https://openalex.org/W2036196494","https://openalex.org/W2039688703","https://openalex.org/W2040425686","https://openalex.org/W2055425878","https://openalex.org/W2056573555","https://openalex.org/W2057401327","https://openalex.org/W2079908882","https://openalex.org/W2090867938","https://openalex.org/W2099283206","https://openalex.org/W2101900104","https://openalex.org/W2114070472","https://openalex.org/W2144836956","https://openalex.org/W2154454189","https://openalex.org/W2170033684","https://openalex.org/W2170788078","https://openalex.org/W2266752991","https://openalex.org/W2411920841","https://openalex.org/W2420733993","https://openalex.org/W2472071029","https://openalex.org/W2585443287","https://openalex.org/W2591179595","https://openalex.org/W2724264513","https://openalex.org/W2728365508","https://openalex.org/W2737487239","https://openalex.org/W2745750801","https://openalex.org/W2792220932","https://openalex.org/W4231600579","https://openalex.org/W4242624675","https://openalex.org/W6601241269","https://openalex.org/W6720549635","https://openalex.org/W6743153838"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W2760348722","https://openalex.org/W2783885583","https://openalex.org/W2120095724","https://openalex.org/W2368326437","https://openalex.org/W2357479099","https://openalex.org/W2364309619","https://openalex.org/W2371864976","https://openalex.org/W1987401977","https://openalex.org/W2391415040"],"abstract_inverted_index":{"Detecting":[0],"the":[1,15,34,44,63,96,105,140,148,155],"first":[2],"signs":[3],"of":[4,17,38,95,104,109,147,157],"change":[5],"in":[6,14,29,77,84],"one's":[7],"technological":[8],"surroundings":[9],"is":[10],"a":[11,26,52,89,114,135],"critical":[12],"factor":[13],"success":[16],"an":[18,101],"enterprise,":[19],"and":[20,107],"technology":[21,70,129,143],"opportunity":[22],"analysis":[23,39,50,146],"can":[24],"be":[25],"crucial":[27],"process":[28],"identifying":[30],"those":[31],"signs.":[32],"However,":[33],"common":[35],"keyword-based":[36],"methods":[37,60],"do":[40],"not":[41],"fully":[42],"express":[43],"relationships":[45,64],"between":[46,123],"technologies.":[47],"Subject-action-object":[48],"(SAO)":[49],"offers":[51],"solution":[53],"to":[54,75,118,138],"this":[55,82,85],"problem":[56],"but,":[57],"currently,":[58],"these":[59],"only":[61],"consider":[62],"that":[65],"already":[66],"exist.":[67],"Yet,":[68],"intuitively,":[69],"opportunities":[71],"are":[72,131],"most":[73,141],"likely":[74],"reside":[76],"potential":[78],"connections.":[79],"To":[80],"test":[81],"notion,":[83],"article":[86],"we":[87,99],"conduct":[88],"case":[90],"study":[91],"on":[92],"malignant":[93],"melanoma":[94],"skin.":[97],"First,":[98],"construct":[100],"SAO":[102],"network":[103],"titles":[106],"abstracts":[108],"medical":[110,152],"documents,":[111],"then":[112],"use":[113],"link":[115],"prediction":[116],"algorithm":[117,137],"identify":[119],"probable":[120],"future":[121],"links":[122],"unconnected":[124],"nodes.":[125],"These":[126],"possible":[127],"new":[128],"combinations":[130],"further":[132],"analyzed":[133],"with":[134,151],"backtracking":[136],"reveal":[139],"promising":[142],"opportunities.":[144],"Further":[145],"results":[149],"combined":[150],"knowledge":[153],"confirms":[154],"effectiveness":[156],"our":[158],"method.":[159]},"counts_by_year":[{"year":2026,"cited_by_count":7},{"year":2025,"cited_by_count":8},{"year":2024,"cited_by_count":8},{"year":2023,"cited_by_count":10},{"year":2022,"cited_by_count":9},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":1}],"updated_date":"2026-06-16T09:24:06.705377","created_date":"2025-10-10T00:00:00"}
