{"id":"https://openalex.org/W168544607","doi":null,"title":"Facilitating biomedical systematic reviews using ranked text retrieval and classification","display_name":"Facilitating biomedical systematic reviews using ranked text retrieval and classification","publication_year":2008,"publication_date":"2008-01-01","ids":{"openalex":"https://openalex.org/W168544607","mag":"168544607"},"language":"en","primary_location":{"id":"pmh:oai:CiteSeerX.psu:10.1.1.142.2305","doi":null,"is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.142.2305","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://es.csiro.au/adcs2008/proceedings/p09-martinez.pdf","raw_type":"text"},"volume":null,"type":"article","is_traditional":true,"indexed_in":[],"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/A5071033512","display_name":"David Mart\u00ednez","orcid":"https://orcid.org/0000-0002-8969-9318","observed_orcids":["https://orcid.org/0000-0002-8969-9318"]},"institutions":[{"id":"https://openalex.org/I165779595","display_name":"The University of Melbourne","ror":"https://ror.org/01ej9dk98","country_code":"AU","type":"education","lineage":["https://openalex.org/I165779595"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"David Mart\u00ednez","raw_affiliation_strings":["University of Melbourne"],"raw_orcid":"https://orcid.org/0000-0002-8969-9318","affiliations":[{"raw_affiliation_string":"University of Melbourne","institution_ids":["https://openalex.org/I165779595"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041251183","display_name":"Sarvnaz Karimi","orcid":"https://orcid.org/0000-0002-4927-3937","observed_orcids":["https://orcid.org/0000-0002-4927-3937"]},"institutions":[{"id":"https://openalex.org/I165779595","display_name":"The University of Melbourne","ror":"https://ror.org/01ej9dk98","country_code":"AU","type":"education","lineage":["https://openalex.org/I165779595"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Sarvnaz Karimi","raw_affiliation_strings":["University of Melbourne"],"raw_orcid":"https://orcid.org/0000-0002-4927-3937","affiliations":[{"raw_affiliation_string":"University of Melbourne","institution_ids":["https://openalex.org/I165779595"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023819089","display_name":"Lawrence Cavedon","orcid":"https://orcid.org/0000-0001-7464-857X","observed_orcids":["https://orcid.org/0000-0001-7464-857X"]},"institutions":[{"id":"https://openalex.org/I165779595","display_name":"The University of Melbourne","ror":"https://ror.org/01ej9dk98","country_code":"AU","type":"education","lineage":["https://openalex.org/I165779595"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Lawrence Cavedon","raw_affiliation_strings":["University of Melbourne"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Melbourne","institution_ids":["https://openalex.org/I165779595"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5103085805","display_name":"Timothy Baldwin","orcid":"https://orcid.org/0000-0002-4445-1386","observed_orcids":["https://orcid.org/0000-0002-4445-1386","https://orcid.org/0000-0003-4525-6950"]},"institutions":[{"id":"https://openalex.org/I165779595","display_name":"The University of Melbourne","ror":"https://ror.org/01ej9dk98","country_code":"AU","type":"education","lineage":["https://openalex.org/I165779595"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Timothy Baldwin","raw_affiliation_strings":["University of Melbourne"],"raw_orcid":"https://orcid.org/0000-0003-4525-6950","affiliations":[{"raw_affiliation_string":"University of Melbourne","institution_ids":["https://openalex.org/I165779595"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I165779595"],"apc_list":null,"apc_paid":null,"fwci":0.7036,"has_fulltext":false,"cited_by_count":20,"citation_normalized_percentile":{"value":0.82148503,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":88,"max":98},"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10286","display_name":"Information Retrieval and Search Behavior","score":0.9624000191688538,"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/T10286","display_name":"Information Retrieval and Search Behavior","score":0.9624000191688538,"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/T10206","display_name":"Meta-analysis and systematic reviews","score":0.030899999663233757,"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/T11550","display_name":"Text and Document Classification Technologies","score":0.0038999998942017555,"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-reviews","display_name":"systematic reviews","score":0.8930000066757202},{"id":"https://openalex.org/keywords/biomedical-literature-search","display_name":"biomedical literature retrieval","score":0.7269999980926514},{"id":"https://openalex.org/keywords/article-selection","display_name":"article selection","score":0.6809999942779541},{"id":"https://openalex.org/keywords/query-ranking","display_name":"query ranking","score":0.4779999852180481}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7611608505249023},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.7513605356216431},{"id":"https://openalex.org/C189708586","wikidata":"https://www.wikidata.org/wiki/Q1504425","display_name":"Systematic review","level":3,"score":0.5667799711227417},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5374399423599243},{"id":"https://openalex.org/C151719136","wikidata":"https://www.wikidata.org/wiki/Q3972943","display_name":"Publishing","level":2,"score":0.5138909816741943},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.4765004515647888},{"id":"https://openalex.org/C12725497","wikidata":"https://www.wikidata.org/wiki/Q810247","display_name":"Baseline (sea)","level":2,"score":0.47605061531066895},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3961493968963623},{"id":"https://openalex.org/C2779473830","wikidata":"https://www.wikidata.org/wiki/Q1540899","display_name":"MEDLINE","level":2,"score":0.25860893726348877},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C111368507","wikidata":"https://www.wikidata.org/wiki/Q43518","display_name":"Oceanography","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/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","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/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"pmh:oai:CiteSeerX.psu:10.1.1.142.2305","doi":null,"is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.142.2305","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://es.csiro.au/adcs2008/proceedings/p09-martinez.pdf","raw_type":"text"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.303.2677","doi":null,"is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.303.2677","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://ixa.si.ehu.es/Ixa/Argitalpenak/Artikuluak/1226297449/publikoak/Martinez.et.al.ADSC08Final.pdf","raw_type":"text"},{"id":"mag:168544607","doi":null,"is_oa":false,"landing_page_url":"https://findanexpert.unimelb.edu.au/scholarlywork/302740-facilitating-biomedical-systematic-reviews-using-ranked-text-retrieval-and-classification","pdf_url":null,"source":{"id":"https://openalex.org/S4306417788","display_name":"Australasian Document Computing Symposium","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":"Australasian Document Computing Symposium","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/3","score":0.46810001134872437,"display_name":"Good health and well-being"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":7,"referenced_works":["https://openalex.org/W168362576","https://openalex.org/W1570448133","https://openalex.org/W1979711143","https://openalex.org/W1992381544","https://openalex.org/W2111561507","https://openalex.org/W2137226992","https://openalex.org/W2154703852"],"related_works":["https://openalex.org/W148283619","https://openalex.org/W1514107135","https://openalex.org/W2022645200","https://openalex.org/W6913122479","https://openalex.org/W2170508680","https://openalex.org/W7099381706","https://openalex.org/W2124012072","https://openalex.org/W2170328365","https://openalex.org/W1982663268","https://openalex.org/W7095161751"],"abstract_inverted_index":{"Abstract":[0],"Searching":[1],"and":[2,40,56,69],"selecting":[3],"articles":[4],"to":[5,42,61,70,73],"be":[6],"included":[7],"in":[8,63,83],"systematic":[9,85],"reviews":[10],"is":[11,37],"a":[12,46,89,92],"real":[13],"challenge":[14],"for":[15,19],"healthcare":[16],"agencies":[17],"responsible":[18],"publishing":[20],"these":[21],"reviews.":[22],"The":[23],"current":[24],"practice":[25],"of":[26,53,66,91],"manually":[27],"reviewing":[28],"all":[29],"papers":[30],"returned":[31],"by":[32],"complex":[33],"hand-crafted":[34],"boolean":[35],"queries":[36,55],"human":[38],"labour-intensive":[39],"difficult":[41],"maintain.":[43],"We":[44],"demonstrate":[45],"two-stage":[47],"searching":[48],"system":[49],"that":[50],"takes":[51],"advantage":[52],"ranked":[54],"support-vector":[57],"machine":[58],"text":[59],"classification":[60],"assist":[62],"the":[64,84],"retrieval":[65,94],"relevant":[67],"articles,":[68],"restrict":[71],"results":[72],"higher-quality":[74],"documents.":[75],"Our":[76],"proposed":[77],"approach":[78],"shows":[79],"significant":[80],"work":[81],"saved":[82],"review":[86],"process":[87],"over":[88],"baseline":[90],"keyword-based":[93],"system.":[95],"Keywords":[96],"Information":[97],"Retrieval,":[98],"Machine":[99],"Learning.":[100],"1":[101]},"counts_by_year":[{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":1},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":4},{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":3},{"year":2014,"cited_by_count":1},{"year":2013,"cited_by_count":1},{"year":2012,"cited_by_count":1}],"updated_date":"2026-11-06T12:05:46.655746","created_date":"2016-06-24T00:00:00"}