{"id":"https://openalex.org/W3053550947","doi":"https://doi.org/10.1007/s11192-020-03599-y","title":"A two-step deep learning approach to data classification and modeling and a demonstration on subject type relationship analysis in the Web of Science","display_name":"A two-step deep learning approach to data classification and modeling and a demonstration on subject type relationship analysis in the Web of Science","publication_year":2020,"publication_date":"2020-08-17","ids":{"openalex":"https://openalex.org/W3053550947","doi":"https://doi.org/10.1007/s11192-020-03599-y","mag":"3053550947"},"language":"en","primary_location":{"id":"doi:10.1007/s11192-020-03599-y","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11192-020-03599-y","pdf_url":null,"source":{"id":"https://openalex.org/S148561398","display_name":"Scientometrics","issn_l":"0138-9130","issn":["0138-9130","1588-2861"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320108","host_organization_name":"Springer Nature (Netherlands)","host_organization_lineage":["https://openalex.org/P4310320108","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature (Netherlands)","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Scientometrics","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/A5089813495","display_name":"Frederick Kin Hing Phoa","orcid":"https://orcid.org/0000-0002-7417-8982"},"institutions":[{"id":"https://openalex.org/I4210141710","display_name":"Institute of Statistical Science, Academia Sinica","ror":"https://ror.org/044gv5910","country_code":"TW","type":"facility","lineage":["https://openalex.org/I4210141710","https://openalex.org/I84653119"]}],"countries":["TW"],"is_corresponding":true,"raw_author_name":"Frederick Kin Hing Phoa","raw_affiliation_strings":["Institute of Statistical Science, Academia Sinica, Taipei City, 11529, Taiwan"],"affiliations":[{"raw_affiliation_string":"Institute of Statistical Science, Academia Sinica, Taipei City, 11529, Taiwan","institution_ids":["https://openalex.org/I4210141710"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103575704","display_name":"Hsin-Yi Lai","orcid":null},"institutions":[{"id":"https://openalex.org/I148366613","display_name":"National Yang Ming Chiao Tung University","ror":"https://ror.org/00se2k293","country_code":"TW","type":"education","lineage":["https://openalex.org/I148366613"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Hsin-Yi Lai","raw_affiliation_strings":["Institute of Statistics, National Chiao Tung University, Hsinchu, 30010, Taiwan"],"affiliations":[{"raw_affiliation_string":"Institute of Statistics, National Chiao Tung University, Hsinchu, 30010, Taiwan","institution_ids":["https://openalex.org/I148366613"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079162442","display_name":"Livia Lin-Hsuan Chang","orcid":"https://orcid.org/0000-0002-5262-8161"},"institutions":[{"id":"https://openalex.org/I200475212","display_name":"The Graduate University for Advanced Studies, SOKENDAI","ror":"https://ror.org/0516ah480","country_code":"JP","type":"education","lineage":["https://openalex.org/I200475212"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Livia Lin-Hsuan Chang","raw_affiliation_strings":["SOKENDAI (The Graduate University for Advanced Studies), Tokyo, 190-8562, Japan"],"affiliations":[{"raw_affiliation_string":"SOKENDAI (The Graduate University for Advanced Studies), Tokyo, 190-8562, Japan","institution_ids":["https://openalex.org/I200475212"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5090948437","display_name":"Keisuke Honda","orcid":"https://orcid.org/0000-0002-7674-2081"},"institutions":[{"id":"https://openalex.org/I4210134673","display_name":"The Institute of Statistical Mathematics","ror":"https://ror.org/03jcejr58","country_code":"JP","type":"facility","lineage":["https://openalex.org/I1319490839","https://openalex.org/I4210134673","https://openalex.org/I4210158934"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Keisuke Honda","raw_affiliation_strings":["Institute of Statistical Mathematics, Tokyo, 190-8562, Japan"],"affiliations":[{"raw_affiliation_string":"Institute of Statistical Mathematics, Tokyo, 190-8562, Japan","institution_ids":["https://openalex.org/I4210134673"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5089813495"],"corresponding_institution_ids":["https://openalex.org/I4210141710"],"apc_list":{"value":2290,"currency":"EUR","value_usd":2890},"apc_paid":null,"fwci":0.2719,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.643547,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":95},"biblio":{"volume":"125","issue":"2","first_page":"851","last_page":"863"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10028","display_name":"Topic Modeling","score":0.9937000274658203,"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"}},"topics":[{"id":"https://openalex.org/T10028","display_name":"Topic Modeling","score":0.9937000274658203,"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"}},{"id":"https://openalex.org/T13083","display_name":"Advanced Text Analysis Techniques","score":0.9883999824523926,"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"}},{"id":"https://openalex.org/T11550","display_name":"Text and Document Classification Technologies","score":0.9846000075340271,"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/subject","display_name":"Subject (documents)","score":0.8053261637687683},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.702683687210083},{"id":"https://openalex.org/keywords/type","display_name":"Type (biology)","score":0.5971662998199463},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.535373866558075},{"id":"https://openalex.org/keywords/web-of-science","display_name":"Web of science","score":0.5014715194702148},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.42535626888275146},{"id":"https://openalex.org/keywords/data-type","display_name":"Data type","score":0.41344547271728516},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3851564824581146},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.3212842345237732},{"id":"https://openalex.org/keywords/medline","display_name":"MEDLINE","score":0.1201854944229126}],"concepts":[{"id":"https://openalex.org/C2777855551","wikidata":"https://www.wikidata.org/wiki/Q12310021","display_name":"Subject (documents)","level":2,"score":0.8053261637687683},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.702683687210083},{"id":"https://openalex.org/C2777299769","wikidata":"https://www.wikidata.org/wiki/Q3707858","display_name":"Type (biology)","level":2,"score":0.5971662998199463},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.535373866558075},{"id":"https://openalex.org/C3020774429","wikidata":"https://www.wikidata.org/wiki/Q1201886","display_name":"Web of science","level":3,"score":0.5014715194702148},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.42535626888275146},{"id":"https://openalex.org/C138958017","wikidata":"https://www.wikidata.org/wiki/Q190087","display_name":"Data type","level":2,"score":0.41344547271728516},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3851564824581146},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.3212842345237732},{"id":"https://openalex.org/C2779473830","wikidata":"https://www.wikidata.org/wiki/Q1540899","display_name":"MEDLINE","level":2,"score":0.1201854944229126},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/s11192-020-03599-y","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11192-020-03599-y","pdf_url":null,"source":{"id":"https://openalex.org/S148561398","display_name":"Scientometrics","issn_l":"0138-9130","issn":["0138-9130","1588-2861"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320108","host_organization_name":"Springer Nature (Netherlands)","host_organization_lineage":["https://openalex.org/P4310320108","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature (Netherlands)","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Scientometrics","raw_type":"journal-article"},{"id":"pmh:oai:RePEc:spr:scient:v:125:y:2020:i:2:d:10.1007_s11192-020-03599-y","is_oa":false,"landing_page_url":"http://link.springer.com/10.1007/s11192-020-03599-y","pdf_url":null,"source":{"id":"https://openalex.org/S4306401271","display_name":"RePEc: Research Papers in Economics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I77793887","host_organization_name":"Federal Reserve Bank of St. Louis","host_organization_lineage":["https://openalex.org/I77793887"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2544531335","display_name":null,"funder_award_id":"107-2118-M-001-011-MY3","funder_id":"https://openalex.org/F4320322795","funder_display_name":"Ministry of Science and Technology, Taiwan"},{"id":"https://openalex.org/G545604722","display_name":null,"funder_award_id":"AS-TP-109-M07","funder_id":"https://openalex.org/F4320321041","funder_display_name":"Academia Sinica"},{"id":"https://openalex.org/G6683937041","display_name":null,"funder_award_id":"108-2321-B-001-016","funder_id":"https://openalex.org/F4320322795","funder_display_name":"Ministry of Science and Technology, Taiwan"},{"id":"https://openalex.org/G7130596021","display_name":null,"funder_award_id":"107-2321-B-001-038","funder_id":"https://openalex.org/F4320322795","funder_display_name":"Ministry of Science and Technology, Taiwan"}],"funders":[{"id":"https://openalex.org/F4320321041","display_name":"Academia Sinica","ror":"https://ror.org/05bxb3784"},{"id":"https://openalex.org/F4320322795","display_name":"Ministry of Science and Technology, Taiwan","ror":"https://ror.org/02kv4zf79"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":34,"referenced_works":["https://openalex.org/W574962919","https://openalex.org/W615416344","https://openalex.org/W1498436455","https://openalex.org/W1593045043","https://openalex.org/W1594031697","https://openalex.org/W1686810756","https://openalex.org/W1973182741","https://openalex.org/W1985258161","https://openalex.org/W1994530392","https://openalex.org/W1995341919","https://openalex.org/W2007709031","https://openalex.org/W2022058268","https://openalex.org/W2028800521","https://openalex.org/W2038043464","https://openalex.org/W2040870580","https://openalex.org/W2059148040","https://openalex.org/W2064675550","https://openalex.org/W2097117768","https://openalex.org/W2101926813","https://openalex.org/W2136922672","https://openalex.org/W2147800946","https://openalex.org/W2150341604","https://openalex.org/W2154579312","https://openalex.org/W2163605009","https://openalex.org/W2194775991","https://openalex.org/W2236386238","https://openalex.org/W2604272474","https://openalex.org/W2969496316","https://openalex.org/W2994602346","https://openalex.org/W3085162807","https://openalex.org/W4205947740","https://openalex.org/W6616488354","https://openalex.org/W6843735874","https://openalex.org/W7023726515"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W4388258507","https://openalex.org/W2392013855","https://openalex.org/W4318064328","https://openalex.org/W2357926602","https://openalex.org/W3200517220","https://openalex.org/W2374569605","https://openalex.org/W2232319799","https://openalex.org/W1890971158","https://openalex.org/W1851509138"],"abstract_inverted_index":null,"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2021,"cited_by_count":2}],"updated_date":"2026-04-09T08:11:56.329763","created_date":"2025-10-10T00:00:00"}
