{"id":"https://openalex.org/W4415402372","doi":"https://doi.org/10.3390/data10100167","title":"Beyond the List: A Framework for the Design of Next-Generation MEDLINE Search Tools","display_name":"Beyond the List: A Framework for the Design of Next-Generation MEDLINE Search Tools","publication_year":2025,"publication_date":"2025-10-21","ids":{"openalex":"https://openalex.org/W4415402372","doi":"https://doi.org/10.3390/data10100167"},"language":"en","primary_location":{"id":"doi:10.3390/data10100167","is_oa":true,"landing_page_url":"https://doi.org/10.3390/data10100167","pdf_url":null,"source":{"id":"https://openalex.org/S4210226510","display_name":"Data","issn_l":"2306-5729","issn":["2306-5729"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Data","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.3390/data10100167","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"Vladimir Zhurov","orcid":"https://orcid.org/0009-0001-2455-8610"},"institutions":[{"id":"https://openalex.org/I125749732","display_name":"Western University","ror":"https://ror.org/02grkyz14","country_code":"CA","type":"education","lineage":["https://openalex.org/I125749732"]}],"countries":["CA"],"is_corresponding":true,"raw_author_name":"Vladimir Zhurov","raw_affiliation_strings":["Faculty of Science, Department of Computer Science, University of Western Ontario, Room 355, Middlesex College, London, ON N6A 5B7, Canada"],"raw_orcid":"https://orcid.org/0009-0001-2455-8610","affiliations":[{"raw_affiliation_string":"Faculty of Science, Department of Computer Science, University of Western Ontario, Room 355, Middlesex College, London, ON N6A 5B7, Canada","institution_ids":["https://openalex.org/I125749732"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027962058","display_name":"Kamran Sedig","orcid":"https://orcid.org/0000-0002-6970-5469"},"institutions":[{"id":"https://openalex.org/I125749732","display_name":"Western University","ror":"https://ror.org/02grkyz14","country_code":"CA","type":"education","lineage":["https://openalex.org/I125749732"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Kamran Sedig","raw_affiliation_strings":["Faculty of Information and Media Studies, University of Western Ontario, FIMS & Nursing Building, Room 2050, London, ON N6A 5B9, Canada","Faculty of Science, Department of Computer Science, University of Western Ontario, Room 355, Middlesex College, London, ON N6A 5B7, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Information and Media Studies, University of Western Ontario, FIMS & Nursing Building, Room 2050, London, ON N6A 5B9, Canada","institution_ids":["https://openalex.org/I125749732"]},{"raw_affiliation_string":"Faculty of Science, Department of Computer Science, University of Western Ontario, Room 355, Middlesex College, London, ON N6A 5B7, Canada","institution_ids":["https://openalex.org/I125749732"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5072207353","display_name":"Mostafa Milani","orcid":"https://orcid.org/0000-0002-3386-7079"},"institutions":[{"id":"https://openalex.org/I125749732","display_name":"Western University","ror":"https://ror.org/02grkyz14","country_code":"CA","type":"education","lineage":["https://openalex.org/I125749732"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Mostafa Milani","raw_affiliation_strings":["Faculty of Science, Department of Computer Science, University of Western Ontario, Room 355, Middlesex College, London, ON N6A 5B7, Canada"],"raw_orcid":"https://orcid.org/0000-0002-3386-7079","affiliations":[{"raw_affiliation_string":"Faculty of Science, Department of Computer Science, University of Western Ontario, Room 355, Middlesex College, London, ON N6A 5B7, Canada","institution_ids":["https://openalex.org/I125749732"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I125749732"],"apc_list":{"value":1600,"currency":"CHF","value_usd":1732},"apc_paid":{"value":1600,"currency":"CHF","value_usd":1732},"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.1517987,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"10","issue":"10","first_page":"167","last_page":"167"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10215","display_name":"Semantic Web and Ontologies","score":0.9980000257492065,"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/T10215","display_name":"Semantic Web and Ontologies","score":0.9980000257492065,"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/T11710","display_name":"Biomedical Text Mining and Ontologies","score":0.9976999759674072,"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/T13083","display_name":"Advanced Text Analysis Techniques","score":0.987500011920929,"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/exploratory-search","display_name":"Exploratory search","score":0.6644999980926514},{"id":"https://openalex.org/keywords/core","display_name":"Core (optical fiber)","score":0.44359999895095825},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.4350000023841858},{"id":"https://openalex.org/keywords/exploratory-analysis","display_name":"Exploratory analysis","score":0.35100001096725464},{"id":"https://openalex.org/keywords/visual-analytics","display_name":"Visual analytics","score":0.3382999897003174},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.32030001282691956}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7093999981880188},{"id":"https://openalex.org/C2777866876","wikidata":"https://www.wikidata.org/wiki/Q5421358","display_name":"Exploratory search","level":2,"score":0.6644999980926514},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.5720000267028809},{"id":"https://openalex.org/C2164484","wikidata":"https://www.wikidata.org/wiki/Q5170150","display_name":"Core (optical fiber)","level":2,"score":0.44359999895095825},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.4350000023841858},{"id":"https://openalex.org/C3018260909","wikidata":"https://www.wikidata.org/wiki/Q1322871","display_name":"Exploratory analysis","level":2,"score":0.35100001096725464},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.34630000591278076},{"id":"https://openalex.org/C59732488","wikidata":"https://www.wikidata.org/wiki/Q2528440","display_name":"Visual analytics","level":3,"score":0.3382999897003174},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.32030001282691956},{"id":"https://openalex.org/C180198813","wikidata":"https://www.wikidata.org/wiki/Q121182","display_name":"Information system","level":2,"score":0.2930000126361847},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.29269999265670776},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.28949999809265137},{"id":"https://openalex.org/C2780977526","wikidata":"https://www.wikidata.org/wiki/Q42417149","display_name":"Data exploration","level":3,"score":0.27900001406669617},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.27730000019073486}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.3390/data10100167","is_oa":true,"landing_page_url":"https://doi.org/10.3390/data10100167","pdf_url":null,"source":{"id":"https://openalex.org/S4210226510","display_name":"Data","issn_l":"2306-5729","issn":["2306-5729"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Data","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:1786d1eee79a43758cb124352bde2008","is_oa":true,"landing_page_url":"https://doaj.org/article/1786d1eee79a43758cb124352bde2008","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Data, Vol 10, Iss 10, p 167 (2025)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.3390/data10100167","is_oa":true,"landing_page_url":"https://doi.org/10.3390/data10100167","pdf_url":null,"source":{"id":"https://openalex.org/S4210226510","display_name":"Data","issn_l":"2306-5729","issn":["2306-5729"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Data","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1221804805","display_name":null,"funder_award_id":"RGPIN-2021-04120","funder_id":"https://openalex.org/F4320334593","funder_display_name":"Natural Sciences and Engineering Research Council of Canada"},{"id":"https://openalex.org/G4829469110","display_name":null,"funder_award_id":"DGECR-2021-00447","funder_id":"https://openalex.org/F4320334593","funder_display_name":"Natural Sciences and Engineering Research Council of Canada"},{"id":"https://openalex.org/G5167352039","display_name":null,"funder_award_id":"RGPIN-2023-04735","funder_id":"https://openalex.org/F4320334593","funder_display_name":"Natural Sciences and Engineering Research Council of Canada"}],"funders":[{"id":"https://openalex.org/F4320334593","display_name":"Natural Sciences and Engineering Research Council of Canada","ror":"https://ror.org/01h531d29"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":85,"referenced_works":["https://openalex.org/W69267567","https://openalex.org/W139043267","https://openalex.org/W1760234209","https://openalex.org/W1802346448","https://openalex.org/W1966096125","https://openalex.org/W1979784788","https://openalex.org/W1984416789","https://openalex.org/W1984565341","https://openalex.org/W1988512338","https://openalex.org/W1989505216","https://openalex.org/W1990100773","https://openalex.org/W1992252836","https://openalex.org/W2018064988","https://openalex.org/W2019676294","https://openalex.org/W2024351142","https://openalex.org/W2031159308","https://openalex.org/W2035596310","https://openalex.org/W2061644206","https://openalex.org/W2064930103","https://openalex.org/W2081925477","https://openalex.org/W2087016914","https://openalex.org/W2087573826","https://openalex.org/W2103017472","https://openalex.org/W2115024484","https://openalex.org/W2124318441","https://openalex.org/W2127760037","https://openalex.org/W2132784310","https://openalex.org/W2146679896","https://openalex.org/W2157256185","https://openalex.org/W2158231614","https://openalex.org/W2163803148","https://openalex.org/W2166741344","https://openalex.org/W2169766861","https://openalex.org/W2197738956","https://openalex.org/W2229046268","https://openalex.org/W2398642288","https://openalex.org/W2478084619","https://openalex.org/W2560438049","https://openalex.org/W2584889691","https://openalex.org/W2592540486","https://openalex.org/W2593450880","https://openalex.org/W2602814102","https://openalex.org/W2746012317","https://openalex.org/W2766751515","https://openalex.org/W2889792925","https://openalex.org/W2897206445","https://openalex.org/W2906194767","https://openalex.org/W2912605186","https://openalex.org/W2918066172","https://openalex.org/W2952667803","https://openalex.org/W2963881775","https://openalex.org/W2963929932","https://openalex.org/W2980912817","https://openalex.org/W2981077025","https://openalex.org/W3004998798","https://openalex.org/W3016457849","https://openalex.org/W3038003025","https://openalex.org/W3041819917","https://openalex.org/W3042124235","https://openalex.org/W3045670760","https://openalex.org/W3105952014","https://openalex.org/W3111278950","https://openalex.org/W3157132663","https://openalex.org/W3187314870","https://openalex.org/W4200292339","https://openalex.org/W4211093622","https://openalex.org/W4221022511","https://openalex.org/W4308372808","https://openalex.org/W4309674289","https://openalex.org/W4312018506","https://openalex.org/W4319656237","https://openalex.org/W4386120650","https://openalex.org/W4387728656","https://openalex.org/W4388616071","https://openalex.org/W4391221150","https://openalex.org/W4391544808","https://openalex.org/W4392193048","https://openalex.org/W4392757369","https://openalex.org/W4396817330","https://openalex.org/W4400527956","https://openalex.org/W4401043168","https://openalex.org/W4404782879","https://openalex.org/W4406628184","https://openalex.org/W4409670780","https://openalex.org/W4411403346"],"related_works":[],"abstract_inverted_index":{"Despite":[0],"the":[1,82],"critical":[2],"importance":[3],"of":[4,84],"biomedical":[5],"databases":[6],"like":[7],"MEDLINE,":[8],"users":[9,106],"are":[10],"often":[11],"hampered":[12],"by":[13,91],"search":[14,47,86,102],"tools":[15,103],"with":[16],"stagnant":[17],"designs":[18],"that":[19,90,104],"fail":[20],"to":[21,39,107],"support":[22],"complex":[23,109],"exploratory":[24],"tasks.":[25],"To":[26],"address":[27],"this":[28,93],"limitation,":[29],"we":[30,71],"synthesized":[31],"research":[32],"from":[33],"visual":[34],"analytics":[35],"and":[36,65,75,100],"related":[37],"fields":[38],"propose":[40],"a":[41],"new":[42],"design":[43],"framework":[44,50],"for":[45],"non-traditional":[46],"interfaces.":[48],"This":[49],"was":[51],"built":[52],"upon":[53],"seven":[54],"core":[55],"principle:":[56],"visualization,":[57],"interaction,":[58],"machine":[59],"learning,":[60],"ontology,":[61],"triaging,":[62],"progressive":[63],"disclosure,":[64],"evolutionary":[66],"design.":[67],"For":[68],"each":[69],"principle,":[70],"detail":[72],"its":[73,78],"rationale":[74],"demonstrate":[76],"how":[77],"integration":[79],"can":[80,96],"transcend":[81],"limitations":[83],"conventional":[85],"tools.":[87],"We":[88],"contend":[89],"leveraging":[92],"framework,":[94],"designers":[95],"create":[97],"more":[98],"powerful":[99],"effective":[101],"empower":[105],"navigate":[108],"information":[110],"landscapes.":[111]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-22T00:00:00"}
