{"id":"https://openalex.org/W4249943720","doi":"https://doi.org/10.1504/ijdmb.2017.10009313","title":"Recommending alternative drugs by using generic drug names to minimise side effects","display_name":"Recommending alternative drugs by using generic drug names to minimise side effects","publication_year":2017,"publication_date":"2017-01-01","ids":{"openalex":"https://openalex.org/W4249943720","doi":"https://doi.org/10.1504/ijdmb.2017.10009313"},"language":"en","primary_location":{"id":"doi:10.1504/ijdmb.2017.10009313","is_oa":false,"landing_page_url":"https://doi.org/10.1504/ijdmb.2017.10009313","pdf_url":null,"source":{"id":"https://openalex.org/S35771696","display_name":"International Journal of Data Mining and Bioinformatics","issn_l":"1748-5673","issn":["1748-5673","1748-5681"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310317825","host_organization_name":"Inderscience Publishers","host_organization_lineage":["https://openalex.org/P4310317825"],"host_organization_lineage_names":["Inderscience Publishers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Data Mining and Bioinformatics","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/A5112336167","display_name":"Sohee Hwang","orcid":null},"institutions":[{"id":"https://openalex.org/I193775966","display_name":"Yonsei University","ror":"https://ror.org/01wjejq96","country_code":"KR","type":"education","lineage":["https://openalex.org/I193775966"]}],"countries":["KR"],"is_corresponding":true,"raw_author_name":"Sohee Hwang","raw_affiliation_strings":["Department of Computer Science, Yonsei University, Seoul, Korea"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Yonsei University, Seoul, Korea","institution_ids":["https://openalex.org/I193775966"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086413828","display_name":"Jungrim Kim","orcid":null},"institutions":[{"id":"https://openalex.org/I193775966","display_name":"Yonsei University","ror":"https://ror.org/01wjejq96","country_code":"KR","type":"education","lineage":["https://openalex.org/I193775966"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Jungrim Kim","raw_affiliation_strings":["Department of Computer Science, Yonsei University, Seoul, Korea"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Yonsei University, Seoul, Korea","institution_ids":["https://openalex.org/I193775966"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101860938","display_name":"Jeongwoo Kim","orcid":"https://orcid.org/0000-0002-4654-0438"},"institutions":[{"id":"https://openalex.org/I193775966","display_name":"Yonsei University","ror":"https://ror.org/01wjejq96","country_code":"KR","type":"education","lineage":["https://openalex.org/I193775966"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Jeongwoo Kim","raw_affiliation_strings":["Department of Computer Science, Yonsei University, Seoul, Korea"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Yonsei University, Seoul, Korea","institution_ids":["https://openalex.org/I193775966"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100322270","display_name":"Sanghyun Park","orcid":"https://orcid.org/0000-0002-5196-6193"},"institutions":[{"id":"https://openalex.org/I193775966","display_name":"Yonsei University","ror":"https://ror.org/01wjejq96","country_code":"KR","type":"education","lineage":["https://openalex.org/I193775966"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Sanghyun Park","raw_affiliation_strings":["Department of Computer Science, Yonsei University, Seoul, Korea"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Yonsei University, Seoul, Korea","institution_ids":["https://openalex.org/I193775966"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5112336167"],"corresponding_institution_ids":["https://openalex.org/I193775966"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.25570734,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"18","issue":"4","first_page":"301","last_page":"301"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11710","display_name":"Biomedical Text Mining and Ontologies","score":0.9508000016212463,"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"}},"topics":[{"id":"https://openalex.org/T11710","display_name":"Biomedical Text Mining and Ontologies","score":0.9508000016212463,"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/T10211","display_name":"Computational Drug Discovery Methods","score":0.9474999904632568,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"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/T13083","display_name":"Advanced Text Analysis Techniques","score":0.9351000189781189,"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/drug","display_name":"Drug","score":0.5525123476982117},{"id":"https://openalex.org/keywords/side-effect","display_name":"Side effect (computer science)","score":0.5459103584289551},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5192961096763611},{"id":"https://openalex.org/keywords/health-care","display_name":"Health care","score":0.4733448326587677},{"id":"https://openalex.org/keywords/risk-analysis","display_name":"Risk analysis (engineering)","score":0.4698107838630676},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.42343869805336},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.35985875129699707},{"id":"https://openalex.org/keywords/pharmacology","display_name":"Pharmacology","score":0.30200275778770447}],"concepts":[{"id":"https://openalex.org/C2780035454","wikidata":"https://www.wikidata.org/wiki/Q8386","display_name":"Drug","level":2,"score":0.5525123476982117},{"id":"https://openalex.org/C3454156","wikidata":"https://www.wikidata.org/wiki/Q1144241","display_name":"Side effect (computer science)","level":2,"score":0.5459103584289551},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5192961096763611},{"id":"https://openalex.org/C160735492","wikidata":"https://www.wikidata.org/wiki/Q31207","display_name":"Health care","level":2,"score":0.4733448326587677},{"id":"https://openalex.org/C112930515","wikidata":"https://www.wikidata.org/wiki/Q4389547","display_name":"Risk analysis (engineering)","level":1,"score":0.4698107838630676},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.42343869805336},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.35985875129699707},{"id":"https://openalex.org/C98274493","wikidata":"https://www.wikidata.org/wiki/Q128406","display_name":"Pharmacology","level":1,"score":0.30200275778770447},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1504/ijdmb.2017.10009313","is_oa":false,"landing_page_url":"https://doi.org/10.1504/ijdmb.2017.10009313","pdf_url":null,"source":{"id":"https://openalex.org/S35771696","display_name":"International Journal of Data Mining and Bioinformatics","issn_l":"1748-5673","issn":["1748-5673","1748-5681"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310317825","host_organization_name":"Inderscience Publishers","host_organization_lineage":["https://openalex.org/P4310317825"],"host_organization_lineage_names":["Inderscience Publishers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Data Mining and Bioinformatics","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Good health and well-being","id":"https://metadata.un.org/sdg/3","score":0.6600000262260437}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2411788938","https://openalex.org/W4206379684","https://openalex.org/W2366105490","https://openalex.org/W2580680567","https://openalex.org/W4285170202","https://openalex.org/W114270996","https://openalex.org/W4249200654","https://openalex.org/W2396656278","https://openalex.org/W3011011760","https://openalex.org/W2407625558"],"abstract_inverted_index":{"Healthcare":[0],"and":[1,17,39,97,126],"the":[2,9,20,34,49,70,81,92],"treatment":[3],"of":[4,8,13,72,95],"illnesses":[5],"are":[6,19],"one":[7],"most":[10],"fundamental":[11],"aspects":[12],"modern":[14],"human":[15],"life,":[16],"drugs":[18,27,47,78,96],"easiest":[21],"approach":[22,117],"to":[23,29,43,68,107],"healthcare.":[24],"However,":[25],"consuming":[26],"lead":[28],"diverse":[30],"effects.":[31,62,89],"We":[32],"propose":[33],"use":[35],"generic":[36,51,93],"medicine":[37],"names":[38,94],"it":[40],"is":[41],"important":[42],"note":[44],"that":[45,79],"while":[46],"with":[48,86,123],"same":[50,82],"name":[52],"serve":[53],"similar":[54],"purposes,":[55],"they":[56],"may":[57],"also":[58],"cause":[59],"different":[60],"side":[61,73,121],"This":[63,112],"paper":[64,113],"presents":[65],"a":[66,115],"strategy":[67],"address":[69],"issue":[71],"effects":[74],"by":[75],"recommending":[76],"alternative":[77],"have":[80],"therapeutic":[83],"effect":[84],"but":[85],"less":[87],"detrimental":[88],"By":[90],"integrating":[91],"data":[98,103,128],"from":[99,129],"social":[100,130],"networks,":[101],"more":[102],"can":[104],"be":[105],"obtained":[106],"arrive":[108],"at":[109],"meaningful":[110],"conclusions.":[111],"proposes":[114],"new":[116],"for":[118],"analysing":[119],"drug-induced":[120],"effects,":[122],"collecting,":[124],"processing,":[125],"using":[127],"networks.":[131]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}