{"id":"https://openalex.org/W2785836523","doi":"https://doi.org/10.1007/s10664-017-9587-0","title":"Finding better active learners for faster literature reviews","display_name":"Finding better active learners for faster literature reviews","publication_year":2018,"publication_date":"2018-03-07","ids":{"openalex":"https://openalex.org/W2785836523","doi":"https://doi.org/10.1007/s10664-017-9587-0","mag":"2785836523"},"language":"en","primary_location":{"id":"doi:10.1007/s10664-017-9587-0","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10664-017-9587-0","pdf_url":null,"source":{"id":"https://openalex.org/S109852484","display_name":"Empirical Software Engineering","issn_l":"1382-3256","issn":["1382-3256","1573-7616"],"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":"Empirical Software Engineering","raw_type":"journal-article"},"type":"article","indexed_in":["arxiv","crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/1612.03224","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5014850850","display_name":"Zhe Yu","orcid":"https://orcid.org/0000-0002-6841-1725"},"institutions":[{"id":"https://openalex.org/I137902535","display_name":"North Carolina State University","ror":"https://ror.org/04tj63d06","country_code":"US","type":"education","lineage":["https://openalex.org/I137902535"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Zhe Yu","raw_affiliation_strings":["Department of Computer Science, North Carolina State University, Raleigh, NC, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, North Carolina State University, Raleigh, NC, USA","institution_ids":["https://openalex.org/I137902535"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051151566","display_name":"Nicholas A. Kraft","orcid":"https://orcid.org/0000-0002-7960-766X"},"institutions":[{"id":"https://openalex.org/I2948539688","display_name":"AbbVie (United States)","ror":"https://ror.org/02g5p4n58","country_code":"US","type":"company","lineage":["https://openalex.org/I2948539688"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Nicholas A. Kraft","raw_affiliation_strings":["ABB Corporate Research, Raleigh, NC, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"ABB Corporate Research, Raleigh, NC, USA","institution_ids":["https://openalex.org/I2948539688"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5077008083","display_name":"Tim Menzies","orcid":"https://orcid.org/0000-0002-5040-3196"},"institutions":[{"id":"https://openalex.org/I137902535","display_name":"North Carolina State University","ror":"https://ror.org/04tj63d06","country_code":"US","type":"education","lineage":["https://openalex.org/I137902535"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Tim Menzies","raw_affiliation_strings":["Department of Computer Science, North Carolina State University, Raleigh, NC, USA"],"raw_orcid":"https://orcid.org/0000-0002-5040-3196","affiliations":[{"raw_affiliation_string":"Department of Computer Science, North Carolina State University, Raleigh, NC, USA","institution_ids":["https://openalex.org/I137902535"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5077008083"],"corresponding_institution_ids":["https://openalex.org/I137902535"],"apc_list":{"value":2890,"currency":"USD","value_usd":2890},"apc_paid":null,"fwci":15.036,"has_fulltext":false,"cited_by_count":84,"citation_normalized_percentile":{"value":0.98817054,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":100},"biblio":{"volume":"23","issue":"6","first_page":"3161","last_page":"3186"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10260","display_name":"Software Engineering Research","score":0.9994999766349792,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T10260","display_name":"Software Engineering Research","score":0.9994999766349792,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T11986","display_name":"Scientific Computing and Data Management","score":0.9858999848365784,"subfield":{"id":"https://openalex.org/subfields/1802","display_name":"Information Systems and Management"},"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/T12535","display_name":"Machine Learning and Data Classification","score":0.9835000038146973,"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/computer-science","display_name":"Computer science","score":0.6734868288040161},{"id":"https://openalex.org/keywords/code-refactoring","display_name":"Code refactoring","score":0.6627881526947021},{"id":"https://openalex.org/keywords/cataloging","display_name":"Cataloging","score":0.5545790791511536},{"id":"https://openalex.org/keywords/systematic-review","display_name":"Systematic review","score":0.4598380923271179},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.43546515703201294},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.434085488319397},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3936595022678375},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.2542676627635956},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.12475347518920898},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.09384289383888245},{"id":"https://openalex.org/keywords/medline","display_name":"MEDLINE","score":0.07834520936012268}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6734868288040161},{"id":"https://openalex.org/C152752567","wikidata":"https://www.wikidata.org/wiki/Q116877","display_name":"Code refactoring","level":3,"score":0.6627881526947021},{"id":"https://openalex.org/C2777922441","wikidata":"https://www.wikidata.org/wiki/Q3535655","display_name":"Cataloging","level":2,"score":0.5545790791511536},{"id":"https://openalex.org/C189708586","wikidata":"https://www.wikidata.org/wiki/Q1504425","display_name":"Systematic review","level":3,"score":0.4598380923271179},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.43546515703201294},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.434085488319397},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3936595022678375},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.2542676627635956},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.12475347518920898},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.09384289383888245},{"id":"https://openalex.org/C2779473830","wikidata":"https://www.wikidata.org/wiki/Q1540899","display_name":"MEDLINE","level":2,"score":0.07834520936012268},{"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/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/s10664-017-9587-0","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10664-017-9587-0","pdf_url":null,"source":{"id":"https://openalex.org/S109852484","display_name":"Empirical Software Engineering","issn_l":"1382-3256","issn":["1382-3256","1573-7616"],"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":"Empirical Software Engineering","raw_type":"journal-article"},{"id":"pmh:oai:arXiv.org:1612.03224","is_oa":true,"landing_page_url":"http://arxiv.org/abs/1612.03224","pdf_url":"https://arxiv.org/pdf/1612.03224","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"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":"text"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:1612.03224","is_oa":true,"landing_page_url":"http://arxiv.org/abs/1612.03224","pdf_url":"https://arxiv.org/pdf/1612.03224","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"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":"text"},"sustainable_development_goals":[{"display_name":"Quality Education","score":0.8199999928474426,"id":"https://metadata.un.org/sdg/4"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320309106","display_name":"Clemson University","ror":"https://ror.org/037s24f05"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":68,"referenced_works":["https://openalex.org/W69766824","https://openalex.org/W79002519","https://openalex.org/W94853905","https://openalex.org/W168362576","https://openalex.org/W190190587","https://openalex.org/W198074091","https://openalex.org/W851609088","https://openalex.org/W1534611046","https://openalex.org/W1700671489","https://openalex.org/W1880262756","https://openalex.org/W1973251307","https://openalex.org/W1975675278","https://openalex.org/W1977717877","https://openalex.org/W1986251315","https://openalex.org/W2008365184","https://openalex.org/W2019955851","https://openalex.org/W2021285462","https://openalex.org/W2022645200","https://openalex.org/W2022683857","https://openalex.org/W2025274780","https://openalex.org/W2026750231","https://openalex.org/W2027864297","https://openalex.org/W2029075138","https://openalex.org/W2035720976","https://openalex.org/W2037771830","https://openalex.org/W2043566294","https://openalex.org/W2043634247","https://openalex.org/W2044980364","https://openalex.org/W2049691306","https://openalex.org/W2071055029","https://openalex.org/W2078936286","https://openalex.org/W2099883114","https://openalex.org/W2100053037","https://openalex.org/W2113035899","https://openalex.org/W2119821739","https://openalex.org/W2124493593","https://openalex.org/W2133933998","https://openalex.org/W2138118601","https://openalex.org/W2144326572","https://openalex.org/W2146773231","https://openalex.org/W2147469877","https://openalex.org/W2151666086","https://openalex.org/W2160988203","https://openalex.org/W2162411541","https://openalex.org/W2168130919","https://openalex.org/W2170207476","https://openalex.org/W2174985112","https://openalex.org/W2196942307","https://openalex.org/W2344072768","https://openalex.org/W2374823395","https://openalex.org/W2400753773","https://openalex.org/W2404140835","https://openalex.org/W2404374285","https://openalex.org/W2406978180","https://openalex.org/W2512040454","https://openalex.org/W2522451690","https://openalex.org/W2551680670","https://openalex.org/W2560438049","https://openalex.org/W2621485502","https://openalex.org/W2735984040","https://openalex.org/W2806703257","https://openalex.org/W2903158431","https://openalex.org/W2914331073","https://openalex.org/W2949547296","https://openalex.org/W3013164143","https://openalex.org/W4206723194","https://openalex.org/W4247781538","https://openalex.org/W4313371821"],"related_works":["https://openalex.org/W4313549863","https://openalex.org/W2395465245","https://openalex.org/W2072205733","https://openalex.org/W2101762871","https://openalex.org/W3176957927","https://openalex.org/W4296534969","https://openalex.org/W4312761314","https://openalex.org/W3194667890","https://openalex.org/W4231266416","https://openalex.org/W2476494490"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":8},{"year":2024,"cited_by_count":17},{"year":2023,"cited_by_count":13},{"year":2022,"cited_by_count":10},{"year":2021,"cited_by_count":11},{"year":2020,"cited_by_count":9},{"year":2019,"cited_by_count":9},{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":2}],"updated_date":"2026-07-23T08:03:31.855105","created_date":"2025-10-10T00:00:00"}
