{"id":"https://openalex.org/W2087658267","doi":"https://doi.org/10.1142/s0219649208002044","title":"Classification Methods in the Detection of New Suspicious Emails","display_name":"Classification Methods in the Detection of New Suspicious Emails","publication_year":2008,"publication_date":"2008-09-01","ids":{"openalex":"https://openalex.org/W2087658267","doi":"https://doi.org/10.1142/s0219649208002044","mag":"2087658267"},"language":"en","primary_location":{"id":"doi:10.1142/s0219649208002044","is_oa":false,"landing_page_url":"https://doi.org/10.1142/s0219649208002044","pdf_url":null,"source":{"id":"https://openalex.org/S30163770","display_name":"Journal of Information & Knowledge Management","issn_l":"0219-6492","issn":["0219-6492","1793-6926"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319815","host_organization_name":"World Scientific","host_organization_lineage":["https://openalex.org/P4310319815"],"host_organization_lineage_names":["World Scientific"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Information & Knowledge Management","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/A5073860431","display_name":"S. Balamurugan","orcid":"https://orcid.org/0000-0002-4117-3253"},"institutions":[{"id":"https://openalex.org/I21234101","display_name":"Thiagarajar College of Engineering","ror":"https://ror.org/01rgfv364","country_code":null,"type":"education","lineage":["https://openalex.org/I21234101"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"S. Appavu Alias Balamurugan","raw_affiliation_strings":["Department of Information Technology, Thiagarajar College of Engineering, Madurai-625015, India","Department of Information Technology, Thiagarajar College of Engineering, Madurai - 625015 India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Information Technology, Thiagarajar College of Engineering, Madurai-625015, India","institution_ids":[]},{"raw_affiliation_string":"Department of Information Technology, Thiagarajar College of Engineering, Madurai - 625015 India","institution_ids":["https://openalex.org/I21234101"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048515828","display_name":"G. Athiappan","orcid":null},"institutions":[{"id":"https://openalex.org/I21234101","display_name":"Thiagarajar College of Engineering","ror":"https://ror.org/01rgfv364","country_code":null,"type":"education","lineage":["https://openalex.org/I21234101"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"G. Athiappan","raw_affiliation_strings":["Department of Information Technology, Thiagarajar College of Engineering, Madurai-625015, India","Department of Information Technology, Thiagarajar College of Engineering, Madurai - 625015 India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Information Technology, Thiagarajar College of Engineering, Madurai-625015, India","institution_ids":[]},{"raw_affiliation_string":"Department of Information Technology, Thiagarajar College of Engineering, Madurai - 625015 India","institution_ids":["https://openalex.org/I21234101"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062094377","display_name":"M. Muthu Pandian","orcid":null},"institutions":[{"id":"https://openalex.org/I21234101","display_name":"Thiagarajar College of Engineering","ror":"https://ror.org/01rgfv364","country_code":null,"type":"education","lineage":["https://openalex.org/I21234101"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"M. Muthu Pandian","raw_affiliation_strings":["Department of Information Technology, Thiagarajar College of Engineering, Madurai-625015, India","Department of Information Technology, Thiagarajar College of Engineering, Madurai - 625015 India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Information Technology, Thiagarajar College of Engineering, Madurai-625015, India","institution_ids":[]},{"raw_affiliation_string":"Department of Information Technology, Thiagarajar College of Engineering, Madurai - 625015 India","institution_ids":["https://openalex.org/I21234101"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5108489168","display_name":"R. Rajaram","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"R. Rajaram","raw_affiliation_strings":["Department of Computer Science & Engineering, Thiagarajar College of Engineering, Madurai-625015, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science & Engineering, Thiagarajar College of Engineering, Madurai-625015, India","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5073860431"],"corresponding_institution_ids":["https://openalex.org/I21234101"],"apc_list":null,"apc_paid":null,"fwci":0.8753,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.84501447,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":"07","issue":"03","first_page":"209","last_page":"217"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11644","display_name":"Spam and Phishing Detection","score":0.9993000030517578,"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":0.9993000030517578,"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/T11719","display_name":"Data Quality and Management","score":0.9991000294685364,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10400","display_name":"Network Security and Intrusion Detection","score":0.9988999962806702,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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":0.7929971218109131},{"id":"https://openalex.org/keywords/decision-tree","display_name":"Decision tree","score":0.6751990914344788},{"id":"https://openalex.org/keywords/binary-classification","display_name":"Binary classification","score":0.5742478966712952},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.5632458925247192},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5508700013160706},{"id":"https://openalex.org/keywords/naive-bayes-classifier","display_name":"Naive Bayes classifier","score":0.5462479591369629},{"id":"https://openalex.org/keywords/deception","display_name":"Deception","score":0.5325300693511963},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.526104748249054},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.47415679693222046},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4310910701751709},{"id":"https://openalex.org/keywords/id3","display_name":"ID3","score":0.4125114381313324},{"id":"https://openalex.org/keywords/decision-tree-learning","display_name":"Decision tree learning","score":0.3522583842277527}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7929971218109131},{"id":"https://openalex.org/C84525736","wikidata":"https://www.wikidata.org/wiki/Q831366","display_name":"Decision tree","level":2,"score":0.6751990914344788},{"id":"https://openalex.org/C66905080","wikidata":"https://www.wikidata.org/wiki/Q17005494","display_name":"Binary classification","level":3,"score":0.5742478966712952},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.5632458925247192},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5508700013160706},{"id":"https://openalex.org/C52001869","wikidata":"https://www.wikidata.org/wiki/Q812530","display_name":"Naive Bayes classifier","level":3,"score":0.5462479591369629},{"id":"https://openalex.org/C2779267917","wikidata":"https://www.wikidata.org/wiki/Q170028","display_name":"Deception","level":2,"score":0.5325300693511963},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.526104748249054},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.47415679693222046},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4310910701751709},{"id":"https://openalex.org/C174599459","wikidata":"https://www.wikidata.org/wiki/Q1054220","display_name":"ID3","level":4,"score":0.4125114381313324},{"id":"https://openalex.org/C5481197","wikidata":"https://www.wikidata.org/wiki/Q16766476","display_name":"Decision tree learning","level":3,"score":0.3522583842277527},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.0},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1142/s0219649208002044","is_oa":false,"landing_page_url":"https://doi.org/10.1142/s0219649208002044","pdf_url":null,"source":{"id":"https://openalex.org/S30163770","display_name":"Journal of Information & Knowledge Management","issn_l":"0219-6492","issn":["0219-6492","1793-6926"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319815","host_organization_name":"World Scientific","host_organization_lineage":["https://openalex.org/P4310319815"],"host_organization_lineage_names":["World Scientific"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Information & Knowledge Management","raw_type":"journal-article"},{"id":"pmh:oai:RePEc:wsi:jikmxx:v:07:y:2008:i:03:n:s0219649208002044","is_oa":false,"landing_page_url":"http://www.worldscientific.com/doi/abs/10.1142/S0219649208002044","pdf_url":null,"source":{"id":"https://openalex.org/S4306401271","display_name":"RePEc: Research Papers in Economics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I77793887","host_organization_name":"Federal Reserve Bank of St. Louis","host_organization_lineage":["https://openalex.org/I77793887"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"},{"id":"pmh:oai:RePEc:wsi:jikmxx:v:07:y:2008:i:03:p:209-217","is_oa":false,"landing_page_url":"http://www.worldscinet.com/cgi-bin/details.cgi?type=html&id=pii:S0219649208002044","pdf_url":null,"source":{"id":"https://openalex.org/S4306401271","display_name":"RePEc: Research Papers in Economics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I77793887","host_organization_name":"Federal Reserve Bank of St. Louis","host_organization_lineage":["https://openalex.org/I77793887"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Peace, Justice and strong institutions","score":0.6700000166893005,"id":"https://metadata.un.org/sdg/16"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":6,"referenced_works":["https://openalex.org/W176196942","https://openalex.org/W1562316073","https://openalex.org/W1570448133","https://openalex.org/W2075595863","https://openalex.org/W2102766632","https://openalex.org/W2435251607"],"related_works":["https://openalex.org/W2366021451","https://openalex.org/W2592385415","https://openalex.org/W3038416748","https://openalex.org/W2737010471","https://openalex.org/W2350569555","https://openalex.org/W4224943655","https://openalex.org/W2188355725","https://openalex.org/W2372022658","https://openalex.org/W2930428186","https://openalex.org/W3173213304"],"abstract_inverted_index":{"Email":[0],"has":[1,19],"become":[2],"one":[3],"of":[4,11,16,25,44,80],"the":[5,14,22,29,42,78,86,92],"fastest":[6],"and":[7,68],"most":[8],"economical":[9],"forms":[10],"communication.":[12],"However,":[13],"increase":[15,24],"email":[17,46,55,93],"users":[18],"resulted":[20],"in":[21],"dramatic":[23],"suspicious":[26,45,87],"emails":[27,88],"during":[28],"past":[30],"few":[31],"years.":[32],"This":[33],"paper":[34],"proposes":[35],"to":[36],"apply":[37],"classification":[38],"data":[39,56,82],"mining":[40],"for":[41],"task":[43],"detection":[47,111],"based":[48],"on":[49,77],"deception":[50],"theory.":[51],"In":[52],"this":[53],"paper,":[54],"was":[57,73],"classified":[58],"using":[59,75],"four":[60],"different":[61,81],"classifiers":[62],"(Neural":[63],"Network,":[64],"SVM,":[65],"Na\u00efve":[66],"Bayesian":[67],"Decision":[69],"Tree).":[70],"The":[71],"experiment":[72],"performed":[74],"weka":[76],"basis":[79],"size":[83],"by":[84],"which":[85,102],"are":[89],"detected":[90],"from":[91],"corpus.":[94],"Experimental":[95],"results":[96],"show":[97],"that":[98],"simple":[99],"ID3":[100],"classifier":[101],"make":[103],"a":[104,109],"binary":[105],"tree,":[106],"will":[107],"give":[108],"promising":[110],"rates.":[112]},"counts_by_year":[{"year":2018,"cited_by_count":1},{"year":2014,"cited_by_count":1},{"year":2012,"cited_by_count":1}],"updated_date":"2026-05-21T09:19:25.381259","created_date":"2025-10-10T00:00:00"}