{"id":"https://openalex.org/W2136702442","doi":"https://doi.org/10.1109/itcc.2003.1197525","title":"Ontology-based classification of email","display_name":"Ontology-based classification of email","publication_year":2004,"publication_date":"2004-05-13","ids":{"openalex":"https://openalex.org/W2136702442","doi":"https://doi.org/10.1109/itcc.2003.1197525","mag":"2136702442"},"language":"en","primary_location":{"id":"doi:10.1109/itcc.2003.1197525","is_oa":false,"landing_page_url":"https://doi.org/10.1109/itcc.2003.1197525","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings ITCC 2003. International Conference on Information Technology: Coding and Computing","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/A5024937756","display_name":"Kazem Taghva","orcid":"https://orcid.org/0000-0001-8320-0080"},"institutions":[{"id":"https://openalex.org/I133999245","display_name":"University of Nevada, Las Vegas","ror":"https://ror.org/0406gha72","country_code":"US","type":"education","lineage":["https://openalex.org/I133999245"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"K. Taghva","raw_affiliation_strings":["Information Science Research Institute, University of Nevada, Las Vegas, USA","Inf. Sci. Res. Inst., Nevada Univ., Las Vegas, NV, USA"],"affiliations":[{"raw_affiliation_string":"Information Science Research Institute, University of Nevada, Las Vegas, USA","institution_ids":["https://openalex.org/I133999245"]},{"raw_affiliation_string":"Inf. Sci. Res. Inst., Nevada Univ., Las Vegas, NV, USA","institution_ids":["https://openalex.org/I133999245"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042105622","display_name":"Julie Borsack","orcid":null},"institutions":[{"id":"https://openalex.org/I133999245","display_name":"University of Nevada, Las Vegas","ror":"https://ror.org/0406gha72","country_code":"US","type":"education","lineage":["https://openalex.org/I133999245"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"J. Borsack","raw_affiliation_strings":["Information Science Research Institute, University of Nevada, Las Vegas, USA","Inf. Sci. Res. Inst., Nevada Univ., Las Vegas, NV, USA"],"affiliations":[{"raw_affiliation_string":"Information Science Research Institute, University of Nevada, Las Vegas, USA","institution_ids":["https://openalex.org/I133999245"]},{"raw_affiliation_string":"Inf. Sci. Res. Inst., Nevada Univ., Las Vegas, NV, USA","institution_ids":["https://openalex.org/I133999245"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047502741","display_name":"Jeffrey Coombs","orcid":null},"institutions":[{"id":"https://openalex.org/I133999245","display_name":"University of Nevada, Las Vegas","ror":"https://ror.org/0406gha72","country_code":"US","type":"education","lineage":["https://openalex.org/I133999245"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"J. Coombs","raw_affiliation_strings":["Information Science Research Institute, University of Nevada, Las Vegas, USA","Inf. Sci. Res. Inst., Nevada Univ., Las Vegas, NV, USA"],"affiliations":[{"raw_affiliation_string":"Information Science Research Institute, University of Nevada, Las Vegas, USA","institution_ids":["https://openalex.org/I133999245"]},{"raw_affiliation_string":"Inf. Sci. Res. Inst., Nevada Univ., Las Vegas, NV, USA","institution_ids":["https://openalex.org/I133999245"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006493083","display_name":"Allen Condit","orcid":null},"institutions":[{"id":"https://openalex.org/I133999245","display_name":"University of Nevada, Las Vegas","ror":"https://ror.org/0406gha72","country_code":"US","type":"education","lineage":["https://openalex.org/I133999245"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"A. Condit","raw_affiliation_strings":["Information Science Research Institute, University of Nevada, Las Vegas, USA","Inf. Sci. Res. Inst., Nevada Univ., Las Vegas, NV, USA"],"affiliations":[{"raw_affiliation_string":"Information Science Research Institute, University of Nevada, Las Vegas, USA","institution_ids":["https://openalex.org/I133999245"]},{"raw_affiliation_string":"Inf. Sci. Res. Inst., Nevada Univ., Las Vegas, NV, USA","institution_ids":["https://openalex.org/I133999245"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089770494","display_name":"Steven Lumos","orcid":null},"institutions":[{"id":"https://openalex.org/I133999245","display_name":"University of Nevada, Las Vegas","ror":"https://ror.org/0406gha72","country_code":"US","type":"education","lineage":["https://openalex.org/I133999245"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"S. Lumos","raw_affiliation_strings":["Information Science Research Institute, University of Nevada, Las Vegas, USA","Inf. Sci. Res. Inst., Nevada Univ., Las Vegas, NV, USA"],"affiliations":[{"raw_affiliation_string":"Information Science Research Institute, University of Nevada, Las Vegas, USA","institution_ids":["https://openalex.org/I133999245"]},{"raw_affiliation_string":"Inf. Sci. Res. Inst., Nevada Univ., Las Vegas, NV, USA","institution_ids":["https://openalex.org/I133999245"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5109089515","display_name":"Thomas A. Nartker","orcid":null},"institutions":[{"id":"https://openalex.org/I133999245","display_name":"University of Nevada, Las Vegas","ror":"https://ror.org/0406gha72","country_code":"US","type":"education","lineage":["https://openalex.org/I133999245"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"T. Nartker","raw_affiliation_strings":["Information Science Research Institute, University of Nevada, Las Vegas, USA","Inf. Sci. Res. Inst., Nevada Univ., Las Vegas, NV, USA"],"affiliations":[{"raw_affiliation_string":"Information Science Research Institute, University of Nevada, Las Vegas, USA","institution_ids":["https://openalex.org/I133999245"]},{"raw_affiliation_string":"Inf. Sci. Res. Inst., Nevada Univ., Las Vegas, NV, USA","institution_ids":["https://openalex.org/I133999245"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5024937756"],"corresponding_institution_ids":["https://openalex.org/I133999245"],"apc_list":null,"apc_paid":null,"fwci":4.8448,"has_fulltext":false,"cited_by_count":33,"citation_normalized_percentile":{"value":0.9516129,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"194","last_page":"198"},"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/T12016","display_name":"Web Data Mining and Analysis","score":0.9988999962806702,"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/T10215","display_name":"Semantic Web and Ontologies","score":0.994700014591217,"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/computer-science","display_name":"Computer science","score":0.7959263324737549},{"id":"https://openalex.org/keywords/ontology","display_name":"Ontology","score":0.7451066970825195},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.6086031198501587},{"id":"https://openalex.org/keywords/naive-bayes-classifier","display_name":"Naive Bayes classifier","score":0.6065148115158081},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5019731521606445},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.4953829050064087},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.4870477020740509},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.45515865087509155},{"id":"https://openalex.org/keywords/feature-vector","display_name":"Feature vector","score":0.41246962547302246},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3842930197715759},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.33053410053253174},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.3203697204589844},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.2303794026374817}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7959263324737549},{"id":"https://openalex.org/C25810664","wikidata":"https://www.wikidata.org/wiki/Q44325","display_name":"Ontology","level":2,"score":0.7451066970825195},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.6086031198501587},{"id":"https://openalex.org/C52001869","wikidata":"https://www.wikidata.org/wiki/Q812530","display_name":"Naive Bayes classifier","level":3,"score":0.6065148115158081},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5019731521606445},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.4953829050064087},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.4870477020740509},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.45515865087509155},{"id":"https://openalex.org/C83665646","wikidata":"https://www.wikidata.org/wiki/Q42139305","display_name":"Feature vector","level":2,"score":0.41246962547302246},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3842930197715759},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.33053410053253174},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.3203697204589844},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.2303794026374817},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","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},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/itcc.2003.1197525","is_oa":false,"landing_page_url":"https://doi.org/10.1109/itcc.2003.1197525","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings ITCC 2003. International Conference on Information Technology: Coding and Computing","raw_type":"proceedings-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.81.2310","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.81.2310","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.isri.unlv.edu/publications/isripub/Taghva2003b.pdf","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":9,"referenced_works":["https://openalex.org/W79144062","https://openalex.org/W1568285589","https://openalex.org/W1577425432","https://openalex.org/W1654805921","https://openalex.org/W1972793074","https://openalex.org/W2107879810","https://openalex.org/W4235490314","https://openalex.org/W6637382961","https://openalex.org/W6676287438"],"related_works":["https://openalex.org/W2149078746","https://openalex.org/W3197541072","https://openalex.org/W2508925980","https://openalex.org/W2147802381","https://openalex.org/W2052253960","https://openalex.org/W2509918103","https://openalex.org/W3203501097","https://openalex.org/W4286960226","https://openalex.org/W2160451891","https://openalex.org/W2275058042"],"abstract_inverted_index":{"We":[0],"report":[1],"on":[2],"the":[3,31,42],"construction":[4],"of":[5,13,34,41],"an":[6,46],"ontology":[7],"that":[8],"applies":[9],"rules":[10],"for":[11,18,24,45],"identification":[12],"features":[14,26],"to":[15],"be":[16],"used":[17,37],"email":[19],"classification.":[20],"The":[21],"associated":[22],"probabilities":[23],"these":[25],"are":[27],"then":[28],"calculated":[29],"from":[30],"training":[32],"set":[33],"emails":[35],"and":[36],"as":[38],"a":[39],"part":[40],"feature":[43],"vectors":[44],"underlying":[47],"Bayesian":[48],"classifier.":[49]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":2},{"year":2016,"cited_by_count":2},{"year":2015,"cited_by_count":3},{"year":2013,"cited_by_count":2},{"year":2012,"cited_by_count":1}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}
