{"id":"https://openalex.org/W2035162825","doi":"https://doi.org/10.1109/inista.2014.6873607","title":"The assessment of feature selection methods on agglutinative language for spam email detection: A special case for Turkish","display_name":"The assessment of feature selection methods on agglutinative language for spam email detection: A special case for Turkish","publication_year":2014,"publication_date":"2014-06-01","ids":{"openalex":"https://openalex.org/W2035162825","doi":"https://doi.org/10.1109/inista.2014.6873607","mag":"2035162825"},"language":"en","primary_location":{"id":"doi:10.1109/inista.2014.6873607","is_oa":false,"landing_page_url":"https://doi.org/10.1109/inista.2014.6873607","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2014 IEEE International Symposium on Innovations in Intelligent Systems and Applications (INISTA) Proceedings","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/A5062637697","display_name":"Semih Ergi\u0307n","orcid":"https://orcid.org/0000-0002-7470-8488"},"institutions":[{"id":"https://openalex.org/I51209816","display_name":"Eski\u015fehir Osmangazi University","ror":"https://ror.org/01dzjez04","country_code":"TR","type":"education","lineage":["https://openalex.org/I51209816"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Semih Ergin","raw_affiliation_strings":["Department of Electrical and Electronics Engineering, Eskisehir Osmangazi University, Eskisehir, Turkey","Dept. of Electr. & Electron. Eng., Eskisehir Osmangazi Univ., Eskisehir, Turkey"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical and Electronics Engineering, Eskisehir Osmangazi University, Eskisehir, Turkey","institution_ids":["https://openalex.org/I51209816"]},{"raw_affiliation_string":"Dept. of Electr. & Electron. Eng., Eskisehir Osmangazi Univ., Eskisehir, Turkey","institution_ids":["https://openalex.org/I51209816"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5046578097","display_name":"\u015eahin I\u015f\u0131k","orcid":"https://orcid.org/0000-0003-1768-7104"},"institutions":[{"id":"https://openalex.org/I51209816","display_name":"Eski\u015fehir Osmangazi University","ror":"https://ror.org/01dzjez04","country_code":"TR","type":"education","lineage":["https://openalex.org/I51209816"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Sahin Isik","raw_affiliation_strings":["Department of Computer Engineering, Eskisehir Osmangazi University, Eskisehir, Turkey"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Engineering, Eskisehir Osmangazi University, Eskisehir, Turkey","institution_ids":["https://openalex.org/I51209816"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I51209816"],"apc_list":null,"apc_paid":null,"fwci":0.2659,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.49646344,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11644","display_name":"Spam and Phishing Detection","score":0.9997000098228455,"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":0.9997000098228455,"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":0.9991999864578247,"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/T13083","display_name":"Advanced Text Analysis Techniques","score":0.9980999827384949,"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/agglutinative-language","display_name":"Agglutinative language","score":0.9764504432678223},{"id":"https://openalex.org/keywords/turkish","display_name":"Turkish","score":0.8188678026199341},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7560443878173828},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7082683444023132},{"id":"https://openalex.org/keywords/feature-selection","display_name":"Feature selection","score":0.6755739450454712},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.5803439021110535},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.5713034868240356},{"id":"https://openalex.org/keywords/decision-tree","display_name":"Decision tree","score":0.5197001099586487},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.5013556480407715},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.45115649700164795},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4259743392467499},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3294696807861328},{"id":"https://openalex.org/keywords/linguistics","display_name":"Linguistics","score":0.08385029435157776}],"concepts":[{"id":"https://openalex.org/C80875076","wikidata":"https://www.wikidata.org/wiki/Q171263","display_name":"Agglutinative language","level":3,"score":0.9764504432678223},{"id":"https://openalex.org/C2781121862","wikidata":"https://www.wikidata.org/wiki/Q256","display_name":"Turkish","level":2,"score":0.8188678026199341},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7560443878173828},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7082683444023132},{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.6755739450454712},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.5803439021110535},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.5713034868240356},{"id":"https://openalex.org/C84525736","wikidata":"https://www.wikidata.org/wiki/Q831366","display_name":"Decision tree","level":2,"score":0.5197001099586487},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.5013556480407715},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.45115649700164795},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4259743392467499},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3294696807861328},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.08385029435157776},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C165297611","wikidata":"https://www.wikidata.org/wiki/Q43249","display_name":"Morpheme","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/inista.2014.6873607","is_oa":false,"landing_page_url":"https://doi.org/10.1109/inista.2014.6873607","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2014 IEEE International Symposium on Innovations in Intelligent Systems and Applications (INISTA) Proceedings","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":25,"referenced_works":["https://openalex.org/W101693742","https://openalex.org/W190437827","https://openalex.org/W1496929818","https://openalex.org/W1550206324","https://openalex.org/W1574534563","https://openalex.org/W1619226191","https://openalex.org/W1951049830","https://openalex.org/W2067885219","https://openalex.org/W2116237179","https://openalex.org/W2132166479","https://openalex.org/W2134090438","https://openalex.org/W2149551942","https://openalex.org/W2435251607","https://openalex.org/W2615780682","https://openalex.org/W3005198936","https://openalex.org/W4236137412","https://openalex.org/W4239944110","https://openalex.org/W6604126237","https://openalex.org/W6607693206","https://openalex.org/W6629618632","https://openalex.org/W6632865047","https://openalex.org/W6677504887","https://openalex.org/W6682126143","https://openalex.org/W6717827561","https://openalex.org/W6738105530"],"related_works":["https://openalex.org/W2728343294","https://openalex.org/W2952149385","https://openalex.org/W2896235912","https://openalex.org/W4387891631","https://openalex.org/W3198437515","https://openalex.org/W4387913002","https://openalex.org/W2351994872","https://openalex.org/W73229285","https://openalex.org/W4290739335","https://openalex.org/W4290735204"],"abstract_inverted_index":{"In":[0],"this":[1],"study,":[2],"the":[3,40,51,61,69,76],"assessment":[4],"of":[5,42,68],"three":[6],"different":[7],"feature":[8,46,53,86],"selection":[9,87],"methods":[10,88],"including":[11],"Information":[12],"Gain":[13],"(IG),":[14],"Gini":[15],"Index":[16],"(GI),":[17],"and":[18,35,84],"CHI":[19],"square":[20],"(CHI2)":[21],"is":[22,58,66],"made":[23],"by":[24,50],"utilizing":[25],"two":[26],"popular":[27],"pattern":[28],"classifiers,":[29],"namely":[30],"Artificial":[31],"Neural":[32],"Network":[33],"(ANN)":[34],"Decision":[36],"Tree":[37],"(DT),":[38],"on":[39,60],"classification":[41],"Turkish":[43,62,96],"e-mails.":[44],"The":[45,78],"vectors":[47],"are":[48,89],"constructed":[49],"bag-of-words":[52],"extraction":[54],"method.":[55],"This":[56],"paper":[57],"focused":[59],"language":[63],"since":[64],"it":[65],"one":[67],"widely":[70],"used":[71],"agglutinative":[72],"languages":[73],"all":[74],"around":[75],"world.":[77],"results":[79],"obviously":[80],"reveal":[81],"that":[82],"CHI2":[83],"GI":[85],"more":[90],"efficacious":[91],"than":[92],"IG":[93],"method":[94],"for":[95],"language.":[97]},"counts_by_year":[{"year":2024,"cited_by_count":2},{"year":2022,"cited_by_count":2},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":2},{"year":2016,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}