{"id":"https://openalex.org/W2067082243","doi":"https://doi.org/10.1145/2632188.2632200","title":"Evaluation of text-processing algorithms for adverse drug event extraction from social media","display_name":"Evaluation of text-processing algorithms for adverse drug event extraction from social media","publication_year":2014,"publication_date":"2014-07-11","ids":{"openalex":"https://openalex.org/W2067082243","doi":"https://doi.org/10.1145/2632188.2632200","mag":"2067082243"},"language":"en","primary_location":{"id":"doi:10.1145/2632188.2632200","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2632188.2632200","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the first international workshop on Social media retrieval and analysis","raw_type":"proceedings-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/A5064114960","display_name":"Alejandro Metke\u2010Jimenez","orcid":"https://orcid.org/0000-0003-1068-0938"},"institutions":[{"id":"https://openalex.org/I4210141844","display_name":"Australian e-Health Research Centre","ror":"https://ror.org/04ywhbc61","country_code":"AU","type":"facility","lineage":["https://openalex.org/I1292875679","https://openalex.org/I2801244131","https://openalex.org/I2801453606","https://openalex.org/I4210141844","https://openalex.org/I4387156119"]},{"id":"https://openalex.org/I1292875679","display_name":"Commonwealth Scientific and Industrial Research Organisation","ror":"https://ror.org/03qn8fb07","country_code":"AU","type":"funder","lineage":["https://openalex.org/I1292875679","https://openalex.org/I2801453606","https://openalex.org/I4387156119"]}],"countries":["AU"],"is_corresponding":true,"raw_author_name":"Alejandro Metke-Jimenez","raw_affiliation_strings":["The Australian e-Health Research Centre, CSIRO, Brisbane, Australia"],"affiliations":[{"raw_affiliation_string":"The Australian e-Health Research Centre, CSIRO, Brisbane, Australia","institution_ids":["https://openalex.org/I4210141844","https://openalex.org/I1292875679"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041251183","display_name":"Sarvnaz Karimi","orcid":"https://orcid.org/0000-0002-4927-3937"},"institutions":[{"id":"https://openalex.org/I1292875679","display_name":"Commonwealth Scientific and Industrial Research Organisation","ror":"https://ror.org/03qn8fb07","country_code":"AU","type":"funder","lineage":["https://openalex.org/I1292875679","https://openalex.org/I2801453606","https://openalex.org/I4387156119"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Sarvnaz Karimi","raw_affiliation_strings":["Computational Informatics, CSIRO, Marsfield, Australia","[Computational Informatics, CSIRO, Marsfield, Australia]"],"affiliations":[{"raw_affiliation_string":"Computational Informatics, CSIRO, Marsfield, Australia","institution_ids":["https://openalex.org/I1292875679"]},{"raw_affiliation_string":"[Computational Informatics, CSIRO, Marsfield, Australia]","institution_ids":["https://openalex.org/I1292875679"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5077002072","display_name":"C\u00e9cile Paris","orcid":"https://orcid.org/0000-0003-3816-0176"},"institutions":[{"id":"https://openalex.org/I1292875679","display_name":"Commonwealth Scientific and Industrial Research Organisation","ror":"https://ror.org/03qn8fb07","country_code":"AU","type":"funder","lineage":["https://openalex.org/I1292875679","https://openalex.org/I2801453606","https://openalex.org/I4387156119"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Cecile Paris","raw_affiliation_strings":["Computational Informatics, CSIRO, Marsfield, Australia","[Computational Informatics, CSIRO, Marsfield, Australia]"],"affiliations":[{"raw_affiliation_string":"Computational Informatics, CSIRO, Marsfield, Australia","institution_ids":["https://openalex.org/I1292875679"]},{"raw_affiliation_string":"[Computational Informatics, CSIRO, Marsfield, Australia]","institution_ids":["https://openalex.org/I1292875679"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5064114960"],"corresponding_institution_ids":["https://openalex.org/I1292875679","https://openalex.org/I4210141844"],"apc_list":null,"apc_paid":null,"fwci":0.976,"has_fulltext":false,"cited_by_count":11,"citation_normalized_percentile":{"value":0.7476674,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"15","last_page":"20"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11710","display_name":"Biomedical Text Mining and Ontologies","score":0.9988999962806702,"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":0.9988999962806702,"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/T11943","display_name":"Pharmacovigilance and Adverse Drug Reactions","score":0.9937999844551086,"subfield":{"id":"https://openalex.org/subfields/3005","display_name":"Toxicology"},"field":{"id":"https://openalex.org/fields/30","display_name":"Pharmacology, Toxicology and Pharmaceutics"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T10211","display_name":"Computational Drug Discovery Methods","score":0.9703999757766724,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/expediting","display_name":"Expediting","score":0.8646254539489746},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.7549852132797241},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6531515121459961},{"id":"https://openalex.org/keywords/information-extraction","display_name":"Information extraction","score":0.6418530344963074},{"id":"https://openalex.org/keywords/microblogging","display_name":"Microblogging","score":0.6404880285263062},{"id":"https://openalex.org/keywords/adverse-drug-reaction","display_name":"Adverse drug reaction","score":0.5577462911605835},{"id":"https://openalex.org/keywords/lexicon","display_name":"Lexicon","score":0.556867241859436},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.4961322247982025},{"id":"https://openalex.org/keywords/demographics","display_name":"Demographics","score":0.4657745063304901},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.4338732361793518},{"id":"https://openalex.org/keywords/knowledge-extraction","display_name":"Knowledge extraction","score":0.43048542737960815},{"id":"https://openalex.org/keywords/adverse-effect","display_name":"Adverse effect","score":0.4124159812927246},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3902699947357178},{"id":"https://openalex.org/keywords/drug","display_name":"Drug","score":0.35630011558532715},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3189865052700043},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.3091939687728882},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.2823598384857178},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.272943377494812},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.1585550308227539},{"id":"https://openalex.org/keywords/pharmacology","display_name":"Pharmacology","score":0.12730437517166138},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.11927852034568787}],"concepts":[{"id":"https://openalex.org/C134448949","wikidata":"https://www.wikidata.org/wiki/Q1384274","display_name":"Expediting","level":2,"score":0.8646254539489746},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.7549852132797241},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6531515121459961},{"id":"https://openalex.org/C195807954","wikidata":"https://www.wikidata.org/wiki/Q1662562","display_name":"Information extraction","level":2,"score":0.6418530344963074},{"id":"https://openalex.org/C143275388","wikidata":"https://www.wikidata.org/wiki/Q92438","display_name":"Microblogging","level":3,"score":0.6404880285263062},{"id":"https://openalex.org/C2780542314","wikidata":"https://www.wikidata.org/wiki/Q45959","display_name":"Adverse drug reaction","level":3,"score":0.5577462911605835},{"id":"https://openalex.org/C2778121359","wikidata":"https://www.wikidata.org/wiki/Q8096","display_name":"Lexicon","level":2,"score":0.556867241859436},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.4961322247982025},{"id":"https://openalex.org/C2780084366","wikidata":"https://www.wikidata.org/wiki/Q37732","display_name":"Demographics","level":2,"score":0.4657745063304901},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4338732361793518},{"id":"https://openalex.org/C120567893","wikidata":"https://www.wikidata.org/wiki/Q1582085","display_name":"Knowledge extraction","level":2,"score":0.43048542737960815},{"id":"https://openalex.org/C197934379","wikidata":"https://www.wikidata.org/wiki/Q2047938","display_name":"Adverse effect","level":2,"score":0.4124159812927246},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3902699947357178},{"id":"https://openalex.org/C2780035454","wikidata":"https://www.wikidata.org/wiki/Q8386","display_name":"Drug","level":2,"score":0.35630011558532715},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3189865052700043},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.3091939687728882},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.2823598384857178},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.272943377494812},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.1585550308227539},{"id":"https://openalex.org/C98274493","wikidata":"https://www.wikidata.org/wiki/Q128406","display_name":"Pharmacology","level":1,"score":0.12730437517166138},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.11927852034568787},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.0},{"id":"https://openalex.org/C149923435","wikidata":"https://www.wikidata.org/wiki/Q37732","display_name":"Demography","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/2632188.2632200","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2632188.2632200","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the first international workshop on Social media retrieval and analysis","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":12,"referenced_works":["https://openalex.org/W42186646","https://openalex.org/W77667794","https://openalex.org/W315942296","https://openalex.org/W1530770656","https://openalex.org/W1967653863","https://openalex.org/W1987581851","https://openalex.org/W2104088534","https://openalex.org/W2128475097","https://openalex.org/W2139865360","https://openalex.org/W2142572836","https://openalex.org/W2915128229","https://openalex.org/W3016408864"],"related_works":["https://openalex.org/W2024632604","https://openalex.org/W2085395339","https://openalex.org/W2071999521","https://openalex.org/W2016355461","https://openalex.org/W2386938185","https://openalex.org/W2068844411","https://openalex.org/W1986386500","https://openalex.org/W2793744252","https://openalex.org/W1516746680","https://openalex.org/W2072284316"],"abstract_inverted_index":{"The":[0],"discovery":[1],"of":[2,39,68,95,107],"suspected":[3],"adverse":[4,45,52],"drug":[5,53],"reactions":[6],"is":[7,64,73],"no":[8],"longer":[9],"restricted":[10],"to":[11,21,41,112],"mining":[12],"reports":[13],"that":[14],"pharmaceutical":[15],"companies":[16],"and":[17,29,56],"health":[18],"professionals":[19],"send":[20],"regulators":[22],"for":[23,36],"possible":[24],"safety":[25],"signals.":[26],"Patient":[27],"forums":[28],"other":[30],"social":[31],"media":[32,63],"are":[33],"being":[34],"studied":[35],"additional":[37],"sources":[38],"information":[40,49,85,120],"assist":[42],"in":[43,79],"expediting":[44],"reaction":[46],"discovery.":[47],"Extracting":[48],"on":[50,98],"drugs,":[51],"reactions,":[54],"diseases":[55],"symptoms,":[57],"or":[58,115],"patient":[59],"demographics":[60],"from":[61],"such":[62],"an":[65],"essential":[66],"step":[67],"this":[69,80],"process,":[70],"but":[71],"it":[72],"not":[74,90,116],"straightforward.":[75],"While":[76],"most":[77,109],"studies":[78],"area":[81],"use":[82],"a":[83],"lexicon-based":[84],"extraction":[86,121],"methodology,":[87],"they":[88,117],"do":[89],"explicitly":[91],"evaluate":[92],"the":[93,105,108,119],"impact":[94],"text-processing":[96],"steps":[97],"their":[99],"final":[100],"results.":[101],"We":[102],"experimentally":[103],"quantify":[104],"value":[106],"popular":[110],"techniques":[111],"establish":[113],"whether":[114],"benefit":[118],"process.":[122]},"counts_by_year":[{"year":2020,"cited_by_count":1},{"year":2018,"cited_by_count":3},{"year":2016,"cited_by_count":2},{"year":2015,"cited_by_count":4},{"year":2014,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
