{"id":"https://openalex.org/W2159511354","doi":"https://doi.org/10.1109/isda.2010.5687162","title":"Mining pharmaceutical spam from Twitter","display_name":"Mining pharmaceutical spam from Twitter","publication_year":2010,"publication_date":"2010-11-01","ids":{"openalex":"https://openalex.org/W2159511354","doi":"https://doi.org/10.1109/isda.2010.5687162","mag":"2159511354"},"language":"en","primary_location":{"id":"doi:10.1109/isda.2010.5687162","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isda.2010.5687162","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2010 10th International Conference on Intelligent Systems Design and Applications","raw_type":"proceedings-article"},"type":"conference-paper","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/A5030707367","display_name":"Chandra Shekar","orcid":null},"institutions":[{"id":"https://openalex.org/I110152177","display_name":"University of Akron","ror":"https://ror.org/02kyckx55","country_code":"US","type":"education","lineage":["https://openalex.org/I110152177"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Chandra Shekar","raw_affiliation_strings":["Department of Computer Science, University of Akron, Akron, OH, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Akron, Akron, OH, USA","institution_ids":["https://openalex.org/I110152177"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062171061","display_name":"Shruti Wakade","orcid":null},"institutions":[{"id":"https://openalex.org/I110152177","display_name":"University of Akron","ror":"https://ror.org/02kyckx55","country_code":"US","type":"education","lineage":["https://openalex.org/I110152177"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Shruti Wakade","raw_affiliation_strings":["Department of Computer Science, University of Akron, Akron, OH, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Akron, Akron, OH, USA","institution_ids":["https://openalex.org/I110152177"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022218843","display_name":"Kathy J. Liszka","orcid":null},"institutions":[{"id":"https://openalex.org/I110152177","display_name":"University of Akron","ror":"https://ror.org/02kyckx55","country_code":"US","type":"education","lineage":["https://openalex.org/I110152177"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Kathy J. Liszka","raw_affiliation_strings":["Department of Computer Science, University of Akron, Akron, OH, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Akron, Akron, OH, USA","institution_ids":["https://openalex.org/I110152177"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5006984328","display_name":"Chien-Chung Chan","orcid":null},"institutions":[{"id":"https://openalex.org/I110152177","display_name":"University of Akron","ror":"https://ror.org/02kyckx55","country_code":"US","type":"education","lineage":["https://openalex.org/I110152177"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Chien-Chung Chan","raw_affiliation_strings":["Department of Computer Science, University of Akron, Akron, OH, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Akron, Akron, OH, USA","institution_ids":["https://openalex.org/I110152177"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I110152177"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":19,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"813","last_page":"817"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11644","display_name":"Spam and Phishing Detection","score":0.9998999834060669,"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/T11644","display_name":"Spam and Phishing Detection","score":0.9998999834060669,"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/T11550","display_name":"Text and Document Classification Technologies","score":0.9969000220298767,"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/T12016","display_name":"Web Data Mining and Analysis","score":0.9900000095367432,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/c4.5-algorithm","display_name":"C4.5 algorithm","score":0.9186416864395142},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7694539427757263},{"id":"https://openalex.org/keywords/decision-tree","display_name":"Decision tree","score":0.6711928248405457},{"id":"https://openalex.org/keywords/naive-bayes-classifier","display_name":"Naive Bayes classifier","score":0.6027806401252747},{"id":"https://openalex.org/keywords/spamming","display_name":"Spamming","score":0.5940826535224915},{"id":"https://openalex.org/keywords/bag-of-words-model","display_name":"Bag-of-words model","score":0.5562369227409363},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5356653928756714},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.5257050395011902},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4094606041908264},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.39211586117744446},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.2653597891330719},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.23700997233390808},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.18862837553024292}],"concepts":[{"id":"https://openalex.org/C52003472","wikidata":"https://www.wikidata.org/wiki/Q1022655","display_name":"C4.5 algorithm","level":4,"score":0.9186416864395142},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7694539427757263},{"id":"https://openalex.org/C84525736","wikidata":"https://www.wikidata.org/wiki/Q831366","display_name":"Decision tree","level":2,"score":0.6711928248405457},{"id":"https://openalex.org/C52001869","wikidata":"https://www.wikidata.org/wiki/Q812530","display_name":"Naive Bayes classifier","level":3,"score":0.6027806401252747},{"id":"https://openalex.org/C158955206","wikidata":"https://www.wikidata.org/wiki/Q83058","display_name":"Spamming","level":3,"score":0.5940826535224915},{"id":"https://openalex.org/C13672336","wikidata":"https://www.wikidata.org/wiki/Q3460803","display_name":"Bag-of-words model","level":2,"score":0.5562369227409363},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5356653928756714},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.5257050395011902},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4094606041908264},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.39211586117744446},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.2653597891330719},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.23700997233390808},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.18862837553024292}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/isda.2010.5687162","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isda.2010.5687162","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2010 10th International Conference on Intelligent Systems Design and Applications","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/10","score":0.7200000286102295,"display_name":"Reduced inequalities"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":4,"referenced_works":["https://openalex.org/W9223698","https://openalex.org/W2074835059","https://openalex.org/W2114092087","https://openalex.org/W2125055259"],"related_works":["https://openalex.org/W2997511728","https://openalex.org/W4214653893","https://openalex.org/W4214491888","https://openalex.org/W2149097950","https://openalex.org/W2756012949","https://openalex.org/W2313958768","https://openalex.org/W3003508951","https://openalex.org/W2100170134","https://openalex.org/W3124731355","https://openalex.org/W3036853918"],"abstract_inverted_index":{"This":[0],"paper":[1],"presents":[2],"a":[3,26],"method":[4,23],"of":[5,30],"applying":[6],"text":[7],"mining":[8,12],"techniques":[9],"and":[10],"data":[11],"tools":[13],"for":[14,37],"pharmaceutical":[15,32],"spam":[16,39],"detection":[17],"from":[18],"Twitter":[19],"data.":[20],"A":[21],"simple":[22],"based":[24],"on":[25],"manually":[27],"selected":[28],"list":[29],"65":[31],"discriminating":[33],"words":[34],"is":[35],"used":[36],"labeling":[38],"training":[40],"tweets.":[41],"Preliminary":[42],"experimental":[43],"results":[44],"show":[45],"that":[46],"J48":[47],"decision":[48],"tree":[49],"classifier":[50],"has":[51],"better":[52],"performance":[53],"over":[54],"Na\u00efve":[55],"Bayesian":[56],"algorithm.":[57]},"counts_by_year":[{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2015,"cited_by_count":4},{"year":2014,"cited_by_count":3},{"year":2013,"cited_by_count":1},{"year":2012,"cited_by_count":3}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
