{"id":"https://openalex.org/W2953670421","doi":"https://doi.org/10.18653/v1/w18-5919","title":"Leveraging Web Based Evidence Gathering for Drug Information Identification from Tweets","display_name":"Leveraging Web Based Evidence Gathering for Drug Information Identification from Tweets","publication_year":2018,"publication_date":"2018-01-01","ids":{"openalex":"https://openalex.org/W2953670421","doi":"https://doi.org/10.18653/v1/w18-5919","mag":"2953670421"},"language":"en","primary_location":{"id":"doi:10.18653/v1/w18-5919","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/w18-5919","pdf_url":"https://www.aclweb.org/anthology/W18-5919.pdf","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2018 EMNLP Workshop SMM4H: The 3rd Social Media Mining for Health Applications Workshop &amp; Shared Task","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.aclweb.org/anthology/W18-5919.pdf","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5021954465","display_name":"Rupsa Saha","orcid":"https://orcid.org/0000-0002-3006-5249"},"institutions":[{"id":"https://openalex.org/I55215948","display_name":"Tata Consultancy Services (India)","ror":"https://ror.org/01b9n8m42","country_code":"IN","type":"company","lineage":["https://openalex.org/I4210086519","https://openalex.org/I55215948"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Rupsa Saha","raw_affiliation_strings":["TCS Innovation Lab, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"TCS Innovation Lab, India","institution_ids":["https://openalex.org/I55215948"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061347530","display_name":"Abir Naskar","orcid":"https://orcid.org/0009-0006-3350-6683"},"institutions":[{"id":"https://openalex.org/I55215948","display_name":"Tata Consultancy Services (India)","ror":"https://ror.org/01b9n8m42","country_code":"IN","type":"company","lineage":["https://openalex.org/I4210086519","https://openalex.org/I55215948"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Abir Naskar","raw_affiliation_strings":["TCS Innovation Lab, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"TCS Innovation Lab, India","institution_ids":["https://openalex.org/I55215948"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029852186","display_name":"Tirthankar Dasgupta","orcid":"https://orcid.org/0000-0001-6590-6936"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Tirthankar Dasgupta","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5102724695","display_name":"Lipika Dey","orcid":"https://orcid.org/0000-0003-3831-5545"},"institutions":[{"id":"https://openalex.org/I55215948","display_name":"Tata Consultancy Services (India)","ror":"https://ror.org/01b9n8m42","country_code":"IN","type":"company","lineage":["https://openalex.org/I4210086519","https://openalex.org/I55215948"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Lipika Dey","raw_affiliation_strings":["TCS Innovation Lab, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"TCS Innovation Lab, India","institution_ids":["https://openalex.org/I55215948"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.3395,"has_fulltext":true,"cited_by_count":3,"citation_normalized_percentile":{"value":0.64016558,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"67","last_page":"69"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13083","display_name":"Advanced Text Analysis Techniques","score":0.9991000294685364,"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/T13083","display_name":"Advanced Text Analysis Techniques","score":0.9991000294685364,"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/T10028","display_name":"Topic Modeling","score":0.998199999332428,"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/T10664","display_name":"Sentiment Analysis and Opinion Mining","score":0.9973999857902527,"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/task","display_name":"Task (project management)","score":0.7764238119125366},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7504149079322815},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.6869345307350159},{"id":"https://openalex.org/keywords/recall","display_name":"Recall","score":0.6582381725311279},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.5491443276405334},{"id":"https://openalex.org/keywords/precision-and-recall","display_name":"Precision and recall","score":0.5180597305297852},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.47029659152030945},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.41938576102256775},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.37687841057777405},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.07086652517318726}],"concepts":[{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.7764238119125366},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7504149079322815},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.6869345307350159},{"id":"https://openalex.org/C100660578","wikidata":"https://www.wikidata.org/wiki/Q18733","display_name":"Recall","level":2,"score":0.6582381725311279},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.5491443276405334},{"id":"https://openalex.org/C81669768","wikidata":"https://www.wikidata.org/wiki/Q2359161","display_name":"Precision and recall","level":2,"score":0.5180597305297852},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.47029659152030945},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.41938576102256775},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.37687841057777405},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.07086652517318726},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","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/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.18653/v1/w18-5919","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/w18-5919","pdf_url":"https://www.aclweb.org/anthology/W18-5919.pdf","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2018 EMNLP Workshop SMM4H: The 3rd Social Media Mining for Health Applications Workshop &amp; Shared Task","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.18653/v1/w18-5919","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/w18-5919","pdf_url":"https://www.aclweb.org/anthology/W18-5919.pdf","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2018 EMNLP Workshop SMM4H: The 3rd Social Media Mining for Health Applications Workshop &amp; Shared Task","raw_type":"proceedings-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/3","score":0.5,"display_name":"Good health and well-being"}],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2953670421.pdf","grobid_xml":"https://content.openalex.org/works/W2953670421.grobid-xml"},"referenced_works_count":6,"referenced_works":["https://openalex.org/W2080133951","https://openalex.org/W2099813784","https://openalex.org/W2161494021","https://openalex.org/W2803437449","https://openalex.org/W2896154809","https://openalex.org/W2953902152"],"related_works":["https://openalex.org/W4330338194","https://openalex.org/W2118758177","https://openalex.org/W2153520307","https://openalex.org/W2151459719","https://openalex.org/W623261610","https://openalex.org/W2036523811","https://openalex.org/W4232264032","https://openalex.org/W2358294942","https://openalex.org/W4367460280","https://openalex.org/W4328049145"],"abstract_inverted_index":{"In":[0],"this":[1],"paper,":[2],"we":[3],"have":[4,32],"explored":[5],"web-based":[6],"evidence":[7],"gathering":[8],"and":[9,20,48,65,70,75,78],"different":[10],"linguistic":[11],"features":[12],"to":[13],"automatically":[14],"extract":[15],"drug":[16],"names":[17],"from":[18],"tweets":[19,24],"further":[21],"classify":[22],"such":[23],"into":[25],"Adverse":[26],"Drug":[27],"Events":[28],"or":[29],"not.":[30],"We":[31],"evaluated":[33],"our":[34],"proposed":[35,57],"models":[36],"with":[37,62],"the":[38,43,56],"dataset":[39],"as":[40],"released":[41],"by":[42],"SMM4H":[44],"workshop":[45],"shared":[46],"Task-1":[47],"Task-3":[49],"respectively.":[50],"Our":[51],"evaluation":[52],"results":[53],"shows":[54],"that":[55],"model":[58],"achieved":[59],"good":[60],"results,":[61],"Precision,":[63],"Recall":[64],"F-scores":[66],"of":[67],"78.5%,":[68],"88%":[69],"82.9%":[71],"respectively":[72],"for":[73,80],"Task1":[74],"33.2%,":[76],"54.7%":[77],"41.3%":[79],"Task3.":[81]},"counts_by_year":[{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
