{"id":"https://openalex.org/W4312997576","doi":"https://doi.org/10.1109/tem.2022.3213867","title":"Link Prediction Revisited: New Approach for Anticipating New Innovation Chances Using Technology Convergence","display_name":"Link Prediction Revisited: New Approach for Anticipating New Innovation Chances Using Technology Convergence","publication_year":2022,"publication_date":"2022-11-04","ids":{"openalex":"https://openalex.org/W4312997576","doi":"https://doi.org/10.1109/tem.2022.3213867"},"language":"en","primary_location":{"id":"doi:10.1109/tem.2022.3213867","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tem.2022.3213867","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/A5047821281","display_name":"Jaewoong Han","orcid":"https://orcid.org/0000-0002-1060-1999"},"institutions":[{"id":"https://openalex.org/I118373667","display_name":"Seoul National University of Science and Technology","ror":"https://ror.org/00chfja07","country_code":"KR","type":"education","lineage":["https://openalex.org/I118373667"]}],"countries":["KR"],"is_corresponding":true,"raw_author_name":"Jaewoong Han","raw_affiliation_strings":["Seoul National University of Science and Technology, Seoul, South Korea"],"affiliations":[{"raw_affiliation_string":"Seoul National University of Science and Technology, Seoul, South Korea","institution_ids":["https://openalex.org/I118373667"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5114061170","display_name":"Byeongmin Jeon","orcid":null},"institutions":[{"id":"https://openalex.org/I118373667","display_name":"Seoul National University of Science and Technology","ror":"https://ror.org/00chfja07","country_code":"KR","type":"education","lineage":["https://openalex.org/I118373667"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Byeongmin Jeon","raw_affiliation_strings":["Seoul National University of Science and Technology, Seoul, South Korea"],"affiliations":[{"raw_affiliation_string":"Seoul National University of Science and Technology, Seoul, South Korea","institution_ids":["https://openalex.org/I118373667"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5084941645","display_name":"Youngjung Geum","orcid":"https://orcid.org/0000-0001-7346-2060"},"institutions":[{"id":"https://openalex.org/I118373667","display_name":"Seoul National University of Science and Technology","ror":"https://ror.org/00chfja07","country_code":"KR","type":"education","lineage":["https://openalex.org/I118373667"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Youngjung Geum","raw_affiliation_strings":["Seoul National University of Science and Technology, Seoul, South Korea"],"affiliations":[{"raw_affiliation_string":"Seoul National University of Science and Technology, Seoul, South Korea","institution_ids":["https://openalex.org/I118373667"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5047821281"],"corresponding_institution_ids":["https://openalex.org/I118373667"],"apc_list":null,"apc_paid":null,"fwci":2.1975,"has_fulltext":false,"cited_by_count":16,"citation_normalized_percentile":{"value":0.88646641,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":97,"max":100},"biblio":{"volume":"71","issue":null,"first_page":"5143","last_page":"5159"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12659","display_name":"Innovation Diffusion and Forecasting","score":0.9884999990463257,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T12659","display_name":"Innovation Diffusion and Forecasting","score":0.9884999990463257,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10064","display_name":"Complex Network Analysis Techniques","score":0.9456999897956848,"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"}},{"id":"https://openalex.org/T13083","display_name":"Advanced Text Analysis Techniques","score":0.9419999718666077,"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/convergence","display_name":"Convergence (economics)","score":0.7593368291854858},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5237619280815125},{"id":"https://openalex.org/keywords/technological-convergence","display_name":"Technological convergence","score":0.49063530564308167},{"id":"https://openalex.org/keywords/link","display_name":"Link (geometry)","score":0.4548535645008087},{"id":"https://openalex.org/keywords/network-analysis","display_name":"Network analysis","score":0.4119945168495178},{"id":"https://openalex.org/keywords/risk-analysis","display_name":"Risk analysis (engineering)","score":0.3591018319129944},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.30907177925109863},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.21033433079719543},{"id":"https://openalex.org/keywords/economics","display_name":"Economics","score":0.17936906218528748},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.17492800951004028},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.10085731744766235}],"concepts":[{"id":"https://openalex.org/C2777303404","wikidata":"https://www.wikidata.org/wiki/Q759757","display_name":"Convergence (economics)","level":2,"score":0.7593368291854858},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5237619280815125},{"id":"https://openalex.org/C118916094","wikidata":"https://www.wikidata.org/wiki/Q2207328","display_name":"Technological convergence","level":2,"score":0.49063530564308167},{"id":"https://openalex.org/C2778753846","wikidata":"https://www.wikidata.org/wiki/Q6554239","display_name":"Link (geometry)","level":2,"score":0.4548535645008087},{"id":"https://openalex.org/C32946077","wikidata":"https://www.wikidata.org/wiki/Q618079","display_name":"Network analysis","level":2,"score":0.4119945168495178},{"id":"https://openalex.org/C112930515","wikidata":"https://www.wikidata.org/wiki/Q4389547","display_name":"Risk analysis (engineering)","level":1,"score":0.3591018319129944},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.30907177925109863},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.21033433079719543},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.17936906218528748},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.17492800951004028},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.10085731744766235},{"id":"https://openalex.org/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"score":0.0},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tem.2022.3213867","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tem.2022.3213867","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":[{"id":"https://metadata.un.org/sdg/9","score":0.6700000166893005,"display_name":"Industry, innovation and infrastructure"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320322120","display_name":"National Research Foundation of Korea","ror":"https://ror.org/013aysd81"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":57,"referenced_works":["https://openalex.org/W1431340151","https://openalex.org/W1546631252","https://openalex.org/W1706605777","https://openalex.org/W1788647087","https://openalex.org/W1843069481","https://openalex.org/W1852585435","https://openalex.org/W1883299678","https://openalex.org/W1968287986","https://openalex.org/W1975306598","https://openalex.org/W1979104937","https://openalex.org/W1984808815","https://openalex.org/W1989880430","https://openalex.org/W2012922584","https://openalex.org/W2022993334","https://openalex.org/W2024262342","https://openalex.org/W2038031726","https://openalex.org/W2044739901","https://openalex.org/W2066692087","https://openalex.org/W2086818113","https://openalex.org/W2099242680","https://openalex.org/W2122401796","https://openalex.org/W2131628642","https://openalex.org/W2132258029","https://openalex.org/W2146454818","https://openalex.org/W2149800717","https://openalex.org/W2151498529","https://openalex.org/W2173394267","https://openalex.org/W2277805675","https://openalex.org/W2296184000","https://openalex.org/W2325227998","https://openalex.org/W2564084673","https://openalex.org/W2750242708","https://openalex.org/W2751971885","https://openalex.org/W2768859421","https://openalex.org/W2802677129","https://openalex.org/W2802772536","https://openalex.org/W2810954480","https://openalex.org/W2883964862","https://openalex.org/W2884796378","https://openalex.org/W2891390377","https://openalex.org/W2894120170","https://openalex.org/W2901305651","https://openalex.org/W2915733332","https://openalex.org/W2964126306","https://openalex.org/W2981235962","https://openalex.org/W3003676657","https://openalex.org/W3014004366","https://openalex.org/W3021413640","https://openalex.org/W3081061619","https://openalex.org/W3108265944","https://openalex.org/W3163141190","https://openalex.org/W3168484076","https://openalex.org/W3175838024","https://openalex.org/W4205475921","https://openalex.org/W4232932184","https://openalex.org/W4235654740","https://openalex.org/W4254182148"],"related_works":["https://openalex.org/W2359331806","https://openalex.org/W2258688233","https://openalex.org/W3110534716","https://openalex.org/W2373134788","https://openalex.org/W2370897967","https://openalex.org/W2381480048","https://openalex.org/W1966099003","https://openalex.org/W2944390955","https://openalex.org/W2512491800","https://openalex.org/W19231667"],"abstract_inverted_index":{"Link":[0],"prediction":[1,60,80],"has":[2],"been":[3],"actively":[4],"used":[5],"to":[6,26,52,63,81,90,102],"anticipate":[7],"future":[8],"technology":[9],"convergence.":[10],"However,":[11],"previous":[12],"related":[13],"studies":[14],"have":[15],"focused":[16],"on":[17],"anticipating":[18,41,113],"within":[19,116],"the":[20,53,64,82],"current":[21,54,72],"network":[22,55,73],"only":[23],"and":[24,58,78,112],"fail":[25],"predict":[27],"convergence":[28],"with":[29],"possible":[30,114],"innovation":[31,43,50,75,110,117],"chances.":[32],"Hence,":[33],"a":[34,46,105],"new":[35,42],"method":[36,47,107],"is":[37,56,61,88,100],"suggested":[38,86],"herein":[39],"for":[40,48,108],"chances,":[44],"where":[45],"adding":[49],"signals":[51],"suggested,":[57],"link":[59,79],"conducted":[62],"revised":[65,83],"network.":[66,84],"This":[67,98],"article":[68,99],"comprises":[69],"three":[70],"sections:":[71],"construction,":[74],"signal":[76],"detection,":[77],"The":[85],"framework":[87],"applied":[89],"mobile":[91],"financial":[92],"services":[93],"as":[94,104],"an":[95],"illustrative":[96],"example.":[97],"expected":[101],"serve":[103],"systematic":[106],"investigating":[109],"chances":[111],"associations":[115],"networks.":[118]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":9}],"updated_date":"2026-03-29T08:15:47.926485","created_date":"2025-10-10T00:00:00"}
