{"id":"https://openalex.org/W2551680670","doi":"https://doi.org/10.1007/s10796-016-9724-0","title":"A comparative analysis of semi-supervised learning: The case of article selection for medical systematic reviews","display_name":"A comparative analysis of semi-supervised learning: The case of article selection for medical systematic reviews","publication_year":2016,"publication_date":"2016-11-22","ids":{"openalex":"https://openalex.org/W2551680670","doi":"https://doi.org/10.1007/s10796-016-9724-0","mag":"2551680670"},"language":"en","primary_location":{"id":"doi:10.1007/s10796-016-9724-0","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10796-016-9724-0","pdf_url":null,"source":{"id":"https://openalex.org/S181659395","display_name":"Information Systems Frontiers","issn_l":"1387-3326","issn":["1387-3326","1572-9419"],"is_oa":false,"is_in_doaj":false,"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Information Systems Frontiers","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/A5100361707","display_name":"Jun Liu","orcid":"https://orcid.org/0000-0001-8859-5405"},"institutions":[{"id":"https://openalex.org/I125467818","display_name":"Dakota State University","ror":"https://ror.org/016yv6y68","country_code":"US","type":"education","lineage":["https://openalex.org/I125467818"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Jun Liu","raw_affiliation_strings":["Dakota State University, Madison, SD, USA"],"affiliations":[{"raw_affiliation_string":"Dakota State University, Madison, SD, USA","institution_ids":["https://openalex.org/I125467818"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021533090","display_name":"Prem Timsina","orcid":"https://orcid.org/0000-0002-6047-887X"},"institutions":[{"id":"https://openalex.org/I125467818","display_name":"Dakota State University","ror":"https://ror.org/016yv6y68","country_code":"US","type":"education","lineage":["https://openalex.org/I125467818"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Prem Timsina","raw_affiliation_strings":["Dakota State University, Madison, SD, USA"],"affiliations":[{"raw_affiliation_string":"Dakota State University, Madison, SD, USA","institution_ids":["https://openalex.org/I125467818"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5049030119","display_name":"Omar El-Gayar","orcid":"https://orcid.org/0000-0001-8657-8732"},"institutions":[{"id":"https://openalex.org/I125467818","display_name":"Dakota State University","ror":"https://ror.org/016yv6y68","country_code":"US","type":"education","lineage":["https://openalex.org/I125467818"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Omar El-Gayar","raw_affiliation_strings":["Dakota State University, Madison, SD, USA"],"affiliations":[{"raw_affiliation_string":"Dakota State University, Madison, SD, USA","institution_ids":["https://openalex.org/I125467818"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5100361707"],"corresponding_institution_ids":["https://openalex.org/I125467818"],"apc_list":{"value":2290,"currency":"EUR","value_usd":2890},"apc_paid":null,"fwci":3.1748,"has_fulltext":false,"cited_by_count":34,"citation_normalized_percentile":{"value":0.93241454,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"20","issue":"2","first_page":"195","last_page":"207"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10206","display_name":"Meta-analysis and systematic reviews","score":0.9886999726295471,"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/T10206","display_name":"Meta-analysis and systematic reviews","score":0.9886999726295471,"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/T11710","display_name":"Biomedical Text Mining and Ontologies","score":0.9722999930381775,"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/T13702","display_name":"Machine Learning in Healthcare","score":0.9710000157356262,"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/systematic-review","display_name":"Systematic review","score":0.7376008033752441},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7328409552574158},{"id":"https://openalex.org/keywords/bottleneck","display_name":"Bottleneck","score":0.6766611933708191},{"id":"https://openalex.org/keywords/leverage","display_name":"Leverage (statistics)","score":0.640627920627594},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.4869583547115326},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.45351096987724304},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.43950653076171875},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.43908700346946716},{"id":"https://openalex.org/keywords/supervised-learning","display_name":"Supervised learning","score":0.4304540753364563},{"id":"https://openalex.org/keywords/triage","display_name":"Triage","score":0.41088277101516724},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.3752741813659668},{"id":"https://openalex.org/keywords/medline","display_name":"MEDLINE","score":0.20326265692710876},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.09583869576454163}],"concepts":[{"id":"https://openalex.org/C189708586","wikidata":"https://www.wikidata.org/wiki/Q1504425","display_name":"Systematic review","level":3,"score":0.7376008033752441},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7328409552574158},{"id":"https://openalex.org/C2780513914","wikidata":"https://www.wikidata.org/wiki/Q18210350","display_name":"Bottleneck","level":2,"score":0.6766611933708191},{"id":"https://openalex.org/C153083717","wikidata":"https://www.wikidata.org/wiki/Q6535263","display_name":"Leverage (statistics)","level":2,"score":0.640627920627594},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.4869583547115326},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.45351096987724304},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.43950653076171875},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.43908700346946716},{"id":"https://openalex.org/C136389625","wikidata":"https://www.wikidata.org/wiki/Q334384","display_name":"Supervised learning","level":3,"score":0.4304540753364563},{"id":"https://openalex.org/C2777120189","wikidata":"https://www.wikidata.org/wiki/Q780067","display_name":"Triage","level":2,"score":0.41088277101516724},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.3752741813659668},{"id":"https://openalex.org/C2779473830","wikidata":"https://www.wikidata.org/wiki/Q1540899","display_name":"MEDLINE","level":2,"score":0.20326265692710876},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.09583869576454163},{"id":"https://openalex.org/C194828623","wikidata":"https://www.wikidata.org/wiki/Q2861470","display_name":"Emergency medicine","level":1,"score":0.0},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","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/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"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/s10796-016-9724-0","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10796-016-9724-0","pdf_url":null,"source":{"id":"https://openalex.org/S181659395","display_name":"Information Systems Frontiers","issn_l":"1387-3326","issn":["1387-3326","1572-9419"],"is_oa":false,"is_in_doaj":false,"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Information Systems Frontiers","raw_type":"journal-article"},{"id":"pmh:oai:RePEc:spr:infosf:v:20:y:2018:i:2:d:10.1007_s10796-016-9724-0","is_oa":false,"landing_page_url":"http://link.springer.com/10.1007/s10796-016-9724-0","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,"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":30,"referenced_works":["https://openalex.org/W168362576","https://openalex.org/W1203019046","https://openalex.org/W1514107135","https://openalex.org/W1576855214","https://openalex.org/W1630959083","https://openalex.org/W1727427413","https://openalex.org/W2003853684","https://openalex.org/W2022645200","https://openalex.org/W2024932032","https://openalex.org/W2026981750","https://openalex.org/W2049488676","https://openalex.org/W2055630880","https://openalex.org/W2063198586","https://openalex.org/W2082302018","https://openalex.org/W2095601341","https://openalex.org/W2107968230","https://openalex.org/W2122589015","https://openalex.org/W2123979895","https://openalex.org/W2135006190","https://openalex.org/W2136504847","https://openalex.org/W2154352790","https://openalex.org/W2183168769","https://openalex.org/W2810949028","https://openalex.org/W2903158431","https://openalex.org/W6629625675","https://openalex.org/W6637918124","https://openalex.org/W6676348322","https://openalex.org/W6680140577","https://openalex.org/W6682494755","https://openalex.org/W6756615331"],"related_works":["https://openalex.org/W1657880117","https://openalex.org/W2595172197","https://openalex.org/W2127970246","https://openalex.org/W2084856301","https://openalex.org/W1001352512","https://openalex.org/W4382618745","https://openalex.org/W2885125400","https://openalex.org/W1989889224","https://openalex.org/W1975091423","https://openalex.org/W2748922771"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":6},{"year":2023,"cited_by_count":5},{"year":2021,"cited_by_count":8},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":3},{"year":2018,"cited_by_count":7},{"year":2017,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
