{"id":"https://openalex.org/W3168536724","doi":"https://doi.org/10.1007/s11192-021-04027-5","title":"Predicting publication productivity for authors: Shallow or deep architecture?","display_name":"Predicting publication productivity for authors: Shallow or deep architecture?","publication_year":2021,"publication_date":"2021-06-05","ids":{"openalex":"https://openalex.org/W3168536724","doi":"https://doi.org/10.1007/s11192-021-04027-5","mag":"3168536724"},"language":"en","primary_location":{"id":"doi:10.1007/s11192-021-04027-5","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11192-021-04027-5","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/A5026087719","display_name":"Wumei Du","orcid":null},"institutions":[{"id":"https://openalex.org/I170215575","display_name":"National University of Defense Technology","ror":"https://ror.org/05d2yfz11","country_code":"CN","type":"education","lineage":["https://openalex.org/I170215575"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Wumei Du","raw_affiliation_strings":["College of Liberal Arts and Sciences, National University of Defense Technology, Changsha, China"],"affiliations":[{"raw_affiliation_string":"College of Liberal Arts and Sciences, National University of Defense Technology, Changsha, China","institution_ids":["https://openalex.org/I170215575"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047765511","display_name":"Zheng Xie","orcid":"https://orcid.org/0000-0003-0391-8725"},"institutions":[{"id":"https://openalex.org/I170215575","display_name":"National University of Defense Technology","ror":"https://ror.org/05d2yfz11","country_code":"CN","type":"education","lineage":["https://openalex.org/I170215575"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zheng Xie","raw_affiliation_strings":["College of Liberal Arts and Sciences, National University of Defense Technology, Changsha, China"],"affiliations":[{"raw_affiliation_string":"College of Liberal Arts and Sciences, National University of Defense Technology, Changsha, China","institution_ids":["https://openalex.org/I170215575"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5055359094","display_name":"Yiqin Lv","orcid":"https://orcid.org/0000-0003-1181-0212"},"institutions":[{"id":"https://openalex.org/I170215575","display_name":"National University of Defense Technology","ror":"https://ror.org/05d2yfz11","country_code":"CN","type":"education","lineage":["https://openalex.org/I170215575"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yiqin Lv","raw_affiliation_strings":["College of Liberal Arts and Sciences, National University of Defense Technology, Changsha, China"],"affiliations":[{"raw_affiliation_string":"College of Liberal Arts and Sciences, National University of Defense Technology, Changsha, China","institution_ids":["https://openalex.org/I170215575"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5026087719"],"corresponding_institution_ids":["https://openalex.org/I170215575"],"apc_list":{"value":2290,"currency":"EUR","value_usd":2890},"apc_paid":null,"fwci":0.0892,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.60573864,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"126","issue":"7","first_page":"5855","last_page":"5879"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10102","display_name":"scientometrics and bibliometrics research","score":0.9965000152587891,"subfield":{"id":"https://openalex.org/subfields/1804","display_name":"Statistics, Probability and Uncertainty"},"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/T10102","display_name":"scientometrics and bibliometrics research","score":0.9965000152587891,"subfield":{"id":"https://openalex.org/subfields/1804","display_name":"Statistics, Probability and Uncertainty"},"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/T10206","display_name":"Meta-analysis and systematic reviews","score":0.9472000002861023,"subfield":{"id":"https://openalex.org/subfields/1804","display_name":"Statistics, Probability and Uncertainty"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.763114869594574},{"id":"https://openalex.org/keywords/productivity","display_name":"Productivity","score":0.7395374178886414},{"id":"https://openalex.org/keywords/randomness","display_name":"Randomness","score":0.737496554851532},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.7106410264968872},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6016744375228882},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5593307018280029},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5535396933555603},{"id":"https://openalex.org/keywords/term","display_name":"Term (time)","score":0.5354433655738831},{"id":"https://openalex.org/keywords/diversity","display_name":"Diversity (politics)","score":0.5271684527397156},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.4926667809486389},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.48455801606178284},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.4497976005077362},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.35991519689559937},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.0802689790725708},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.06434759497642517},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.06096425652503967}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.763114869594574},{"id":"https://openalex.org/C204983608","wikidata":"https://www.wikidata.org/wiki/Q2111958","display_name":"Productivity","level":2,"score":0.7395374178886414},{"id":"https://openalex.org/C125112378","wikidata":"https://www.wikidata.org/wiki/Q176640","display_name":"Randomness","level":2,"score":0.737496554851532},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.7106410264968872},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6016744375228882},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5593307018280029},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5535396933555603},{"id":"https://openalex.org/C61797465","wikidata":"https://www.wikidata.org/wiki/Q1188986","display_name":"Term (time)","level":2,"score":0.5354433655738831},{"id":"https://openalex.org/C2781316041","wikidata":"https://www.wikidata.org/wiki/Q1230584","display_name":"Diversity (politics)","level":2,"score":0.5271684527397156},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.4926667809486389},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.48455801606178284},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.4497976005077362},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.35991519689559937},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0802689790725708},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.06434759497642517},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.06096425652503967},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C139719470","wikidata":"https://www.wikidata.org/wiki/Q39680","display_name":"Macroeconomics","level":1,"score":0.0},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C19165224","wikidata":"https://www.wikidata.org/wiki/Q23404","display_name":"Anthropology","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/s11192-021-04027-5","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11192-021-04027-5","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:126:y:2021:i:7:d:10.1007_s11192-021-04027-5","is_oa":false,"landing_page_url":"http://link.springer.com/10.1007/s11192-021-04027-5","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":[{"score":0.699999988079071,"display_name":"Decent work and economic growth","id":"https://metadata.un.org/sdg/8"}],"awards":[{"id":"https://openalex.org/G8953453311","display_name":null,"funder_award_id":"61773020","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"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":62,"referenced_works":["https://openalex.org/W1665214252","https://openalex.org/W1954988134","https://openalex.org/W1963904310","https://openalex.org/W1968900087","https://openalex.org/W1982765187","https://openalex.org/W2003618602","https://openalex.org/W2033569188","https://openalex.org/W2038764711","https://openalex.org/W2059615508","https://openalex.org/W2064675550","https://openalex.org/W2065976629","https://openalex.org/W2069656088","https://openalex.org/W2076063813","https://openalex.org/W2078996918","https://openalex.org/W2088209891","https://openalex.org/W2088669732","https://openalex.org/W2124689612","https://openalex.org/W2128438887","https://openalex.org/W2167419936","https://openalex.org/W2256212172","https://openalex.org/W2325034227","https://openalex.org/W2325343629","https://openalex.org/W2337446942","https://openalex.org/W2344286452","https://openalex.org/W2398350456","https://openalex.org/W2507652135","https://openalex.org/W2547045893","https://openalex.org/W2565597050","https://openalex.org/W2585057539","https://openalex.org/W2781540673","https://openalex.org/W2790934889","https://openalex.org/W2795732292","https://openalex.org/W2801490189","https://openalex.org/W2807802997","https://openalex.org/W2896374819","https://openalex.org/W2902016156","https://openalex.org/W2903720657","https://openalex.org/W2915612428","https://openalex.org/W2920929883","https://openalex.org/W2942862229","https://openalex.org/W2954395902","https://openalex.org/W2961128810","https://openalex.org/W2983135935","https://openalex.org/W2988911257","https://openalex.org/W2991302545","https://openalex.org/W3000385592","https://openalex.org/W3014564757","https://openalex.org/W3023428950","https://openalex.org/W3036403688","https://openalex.org/W3096137818","https://openalex.org/W3098225004","https://openalex.org/W3099417378","https://openalex.org/W3099632057","https://openalex.org/W3103571870","https://openalex.org/W3105044909","https://openalex.org/W3106329730","https://openalex.org/W3106492755","https://openalex.org/W3123533893","https://openalex.org/W3123987360","https://openalex.org/W4245927869","https://openalex.org/W4298345797","https://openalex.org/W6723941685"],"related_works":["https://openalex.org/W3034924094","https://openalex.org/W1488708774","https://openalex.org/W3094954546","https://openalex.org/W2981906196","https://openalex.org/W4327779705","https://openalex.org/W1513698804","https://openalex.org/W4310560702","https://openalex.org/W2029712093","https://openalex.org/W1982811510","https://openalex.org/W4255503743"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2022,"cited_by_count":1}],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2025-10-10T00:00:00"}