{"id":"https://openalex.org/W4284895371","doi":"https://doi.org/10.1109/eit53891.2022.9813776","title":"Using Machine Learning Techniques for Clickbait Classification","display_name":"Using Machine Learning Techniques for Clickbait Classification","publication_year":2022,"publication_date":"2022-05-19","ids":{"openalex":"https://openalex.org/W4284895371","doi":"https://doi.org/10.1109/eit53891.2022.9813776"},"language":"en","primary_location":{"id":"doi:10.1109/eit53891.2022.9813776","is_oa":false,"landing_page_url":"https://doi.org/10.1109/eit53891.2022.9813776","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 IEEE International Conference on Electro Information Technology (eIT)","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/A5078932769","display_name":"Julia Huette","orcid":null},"institutions":[{"id":"https://openalex.org/I134118262","display_name":"Lewis University","ror":"https://ror.org/0376vhj74","country_code":"US","type":"education","lineage":["https://openalex.org/I134118262"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Julia Huette","raw_affiliation_strings":["Lewis University,Romeoville,United States","Lewis University, Romeoville, United States"],"affiliations":[{"raw_affiliation_string":"Lewis University,Romeoville,United States","institution_ids":["https://openalex.org/I134118262"]},{"raw_affiliation_string":"Lewis University, Romeoville, United States","institution_ids":["https://openalex.org/I134118262"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025473234","display_name":"Mahmood Al-khassaweneh","orcid":"https://orcid.org/0000-0002-2207-6124"},"institutions":[{"id":"https://openalex.org/I134118262","display_name":"Lewis University","ror":"https://ror.org/0376vhj74","country_code":"US","type":"education","lineage":["https://openalex.org/I134118262"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Mahmood Al-Khassaweneh","raw_affiliation_strings":["Lewis University,Romeoville,United States","Lewis University, Romeoville, United States"],"affiliations":[{"raw_affiliation_string":"Lewis University,Romeoville,United States","institution_ids":["https://openalex.org/I134118262"]},{"raw_affiliation_string":"Lewis University, Romeoville, United States","institution_ids":["https://openalex.org/I134118262"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5039002945","display_name":"James L. Oakley","orcid":null},"institutions":[{"id":"https://openalex.org/I134118262","display_name":"Lewis University","ror":"https://ror.org/0376vhj74","country_code":"US","type":"education","lineage":["https://openalex.org/I134118262"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"James Oakley","raw_affiliation_strings":["Lewis University,Romeoville,United States","Lewis University, Romeoville, United States"],"affiliations":[{"raw_affiliation_string":"Lewis University,Romeoville,United States","institution_ids":["https://openalex.org/I134118262"]},{"raw_affiliation_string":"Lewis University, Romeoville, United States","institution_ids":["https://openalex.org/I134118262"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5078932769"],"corresponding_institution_ids":["https://openalex.org/I134118262"],"apc_list":null,"apc_paid":null,"fwci":1.137,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.8298029,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"091","last_page":"095"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11147","display_name":"Misinformation and Its Impacts","score":0.9997000098228455,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T11147","display_name":"Misinformation and Its Impacts","score":0.9997000098228455,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11775","display_name":"COVID-19 diagnosis using AI","score":0.9703999757766724,"subfield":{"id":"https://openalex.org/subfields/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T11644","display_name":"Spam and Phishing Detection","score":0.9696000218391418,"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/computer-science","display_name":"Computer science","score":0.6819036602973938},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5187742710113525},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.47273269295692444}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6819036602973938},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5187742710113525},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.47273269295692444}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/eit53891.2022.9813776","is_oa":false,"landing_page_url":"https://doi.org/10.1109/eit53891.2022.9813776","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 IEEE International Conference on Electro Information Technology (eIT)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W2765264240","https://openalex.org/W2805737547","https://openalex.org/W2973374651","https://openalex.org/W2979369786","https://openalex.org/W3005736358","https://openalex.org/W3104732981","https://openalex.org/W3158023741","https://openalex.org/W3194843451","https://openalex.org/W4205250885","https://openalex.org/W4205606740","https://openalex.org/W4226405247","https://openalex.org/W6752131485","https://openalex.org/W6798939864","https://openalex.org/W6810831774"],"related_works":["https://openalex.org/W2961085424","https://openalex.org/W4306674287","https://openalex.org/W3046775127","https://openalex.org/W3107602296","https://openalex.org/W4394896187","https://openalex.org/W3170094116","https://openalex.org/W4386462264","https://openalex.org/W4364306694","https://openalex.org/W4312192474","https://openalex.org/W4283697347"],"abstract_inverted_index":{"Clickbait":[0],"refers":[1],"to":[2,16,41,75,82],"misleading":[3],"links":[4,14,31],"that":[5,94,103],"come":[6],"with":[7],"sensationalized":[8],"headlines.":[9],"The":[10,99],"aim":[11],"of":[12,62,111],"these":[13],"is":[15],"attract":[17],"the":[18,39,60,76,84,96,104],"viewers\u2019":[19],"attention":[20],"and":[21,30,37,65],"lure":[22],"them":[23],"into":[24],"clicking":[25],"on":[26],"them.":[27],"These":[28],"headlines":[29],"provide":[32],"false":[33],"or":[34],"inaccurate":[35],"information":[36],"direct":[38],"viewers":[40],"unwanted":[42],"websites.":[43],"In":[44,56,69],"this":[45,80],"paper,":[46],"we":[47,58,71,89],"propose":[48,59,90],"using":[49],"machine":[50],"learning":[51],"techniques":[52],"for":[53],"clickbait":[54],"classification.":[55],"particular,":[57],"use":[61],"logistic":[63,85],"regression":[64,86],"Na\u00efve":[66],"Bayes":[67],"classifiers.":[68],"addition,":[70],"introduce":[72],"two":[73,97],"attributes":[74],"dataset":[77],"used":[78],"in":[79],"work":[81],"improve":[83],"accuracy.":[87],"Furthermore,":[88],"a":[91,108],"new":[92],"model":[93,106],"combines":[95],"models.":[98],"simulation":[100],"results":[101],"show":[102],"proposed":[105],"achieves":[107],"classification":[109],"accuracy":[110],"86.2%.":[112]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
